ChatGPT answers, unedited

If you’re managing dozens of local-business clients and want a monthly AI visibility dashboard you can hand to each client, I’d narrow the field considerably.

My shortlist

For your specific use case, I'd look hardest at BrightLocal

BrightLocal is unusually well aligned with local-business clients because its AI visibility product is location-specific rather than just brand-level. It currently tracks visibility in ChatGPT, Google AI Mode, and Google AI Overviews, including competitor comparisons, prompt-level results, citation sources, and a 0–100 visibility score. BrightLocal

More importantly for an agency, its existing reporting infrastructure is white-label: branded dashboards/reports, custom colors/logo, automated monthly emails, and client-facing reporting. BrightLocal BrightLocal

So you could have something like:

Client → Location → AI Visibility

• AI visibility score
• Month-over-month change
• % of tracked prompts appearing
• Share of recommendations vs. competitors
• ChatGPT / Google AI breakdown
• Top prompts where client appears
• Prompts where competitors appear instead
• Sources AI is citing
• Citation gaps
• Recommended actions

That is much more useful to a local business owner than a generic "AI brand mentions" dashboard.

If AI visibility is the entire service

I'd investigate Otterly.AI + a reporting layer. Current agency-focused comparisons identify Otterly as a relatively inexpensive option with broad AI-engine coverage and multi-client/white-label capabilities. About Martech Demand Local, Inc.

Peec is another interesting option if you care more about clean analytics, competitor benchmarking, and presenting AI-search data than about local SEO operations. The Rank Masters

Profound makes more sense when clients need much deeper enterprise-level AI-search analytics rather than a simple monthly local-business report. AI Search Tools

One important distinction

Don't confuse "AI visibility tracking" with "a client dashboard."

For dozens of clients, I'd require these five things before buying:

1. Separate client/location workspaces
2. Automated monthly data collection
3. White-label client dashboards or reports
4. Competitor + prompt-level data
5. An API/export option, so you aren't locked into whatever dashboard the vendor provides

Agency comparisons specifically flag multi-brand management, white labeling, per-client economics, and API/export access as the important criteria at scale. Spottlo

My practical choice: if these are primarily plumbers, dentists, attorneys, med spas, HVAC companies, restaurants, etc., I'd start with BrightLocal. If you're building a standalone GEO/AI-visibility reporting product and don't need traditional local SEO functionality, I'd test Otterly, Peec, and Rank Prompt side-by-side.

If you tell me roughly how many clients (e.g. 25, 50, 100) and whether you want a dashboard clients log into vs. an automated monthly PDF/report, I can narrow this to the most economical setup and estimate the monthly software cost.

Don't confuse "AI visibility tracking" with "a client dashboard."

For dozens of clients, I'd require these five things before buying:

If you're managing dozens of local-business clients and want a repeatable monthly AI visibility report, I’d prioritize tools that handle multi-client tracking, local/competitor prompts, white-label reporting, and automation—not just raw AI rankings.

My shortlist

1. AgencyAnalytics — probably the safest choice

agencyanalytics.com

This is particularly attractive if you're already producing monthly SEO reports. Its AI Tracker puts AI visibility alongside the client's SEO, PPC, social, traffic and other marketing data rather than creating another standalone reporting system. It currently tracks ChatGPT, Google AI Overviews/AI Mode, Claude, Perplexity and Gemini. AgencyAnalytics

I'd choose this if: your goal is one monthly client report covering traditional SEO + AI visibility.

2. Local Dominator — worth a serious look for local SEO

localdominator.co

Its AI tracker is specifically positioned around agencies and local brands, monitoring visibility across ChatGPT, Gemini, Google AI Mode, Perplexity, Claude, Grok and other AI experiences. Local Dominator

I'd choose this if: your clients are dentists, HVAC companies, lawyers, med spas, restaurants, home services, etc., and you care about local-market visibility rather than generic brand visibility.

3. Tower GEO — purpose-built agency workflow

towergeo.com

Tower GEO explicitly supports multiple client brands, competitor tracking, AI mentions, citations, sentiment, white-label PDFs and client-facing dashboards. Its current agency positioning is specifically for managing dozens of brands. Tower GEO

I'd choose this if: you're planning to sell AI visibility/GEO as a separate recurring service rather than merely adding one section to an SEO report.

4. AgencyScope — simplest monthly-report workflow

agencyscope.ai

AgencyScope is unusually focused on the actual reporting deliverable: recurring prompt checks across ChatGPT, Perplexity and Gemini, competitor comparisons, prompt-level evidence and white-label PDF reports. AgencyScope AgencyScope

This could be attractive if your workflow is essentially:

run prompts → generate report → account manager reviews → send to client.

5. Surva.ai — strongest if clients need their own portal

surva.ai

Surva offers branded client portals, custom domains, agency branding, branded PDFs and digest emails, with multi-client management. Surva.ai

That's more appropriate if you're trying to make AI visibility look like a proprietary agency product rather than simply sending another PDF.

What I'd do for dozens of local clients

I'd narrow it to three:

Already using an SEO reporting platform → AgencyAnalytics

Primarily a local SEO agency → Local Dominator

Building a dedicated GEO/AEO monthly service → Tower GEO or Surva

One important consideration: don't build your dashboard around a single "AI visibility score." Recent research on local AI recommendations found substantial disagreement among ChatGPT, Gemini, Claude and Perplexity—only 4.6% of recommended businesses in the study were named by all four platforms. Visibility Index

For local clients, I'd want the monthly report to show:

• AI mention rate for the client's target prompts
• Position/rank when mentioned
• Share of voice vs. 3–5 local competitors
• ChatGPT / Gemini / Perplexity / Claude separately
• Which prompts produce recommendations
• Which sources AI is citing
• Google Business Profile / website / directories appearing as sources
• New citation opportunities
• Month-over-month movement
• A short "what we should do next" section

That gives you something much more commercially useful than telling a dentist, roofer, or lawyer that their "GEO score went from 61 to 68."

If you tell me roughly how many clients you have (e.g. 20, 50, 100+) and what you're currently using for SEO reporting, I can narrow this down to the most economical stack and estimate the monthly software cost.

This is particularly attractive if you're already producing monthly SEO reports. Its AI Tracker puts AI visibility alongside the client's SEO, PPC, social, traffic and other marketing data rather than creating another standalone reporting system. It currently tracks ChatGPT, Google AI Overviews/AI Mode, Claude, Perplexity and Gemini. AgencyAnalytics

I'd choose this if: your goal is one monthly client report covering traditional SEO + AI visibility.

2. Local Dominator — worth a serious look for local SEO

localdominator.co

Its AI tracker is specifically positioned around agencies and local brands, monitoring visibility across ChatGPT, Gemini, Google AI Mode, Perplexity, Claude, Grok and other AI experiences. Local Dominator

I'd choose this if: your clients are dentists, HVAC companies, lawyers, med spas, restaurants, home services, etc., and you care about local-market visibility rather than generic brand visibility.

3. Tower GEO — purpose-built agency workflow

towergeo.com

Tower GEO explicitly supports multiple client brands, competitor tracking, AI mentions, citations, sentiment, white-label PDFs and client-facing dashboards. Its current agency positioning is specifically for managing dozens of brands. Tower GEO

I'd choose this if: you're planning to sell AI visibility/GEO as a separate recurring service rather than merely adding one section to an SEO report.

4. AgencyScope — simplest monthly-report workflow

agencyscope.ai

AgencyScope is unusually focused on the actual reporting deliverable: recurring prompt checks across ChatGPT, Perplexity and Gemini, competitor comparisons, prompt-level evidence and white-label PDF reports. AgencyScope AgencyScope

This could be attractive if your workflow is essentially:

run prompts → generate report → account manager reviews → send to client.

5. Surva.ai — strongest if clients need their own portal

surva.ai

Surva offers branded client portals, custom domains, agency branding, branded PDFs and digest emails, with multi-client management. Surva.ai

That's more appropriate if you're trying to make AI visibility look like a proprietary agency product rather than simply sending another PDF.

What I'd do for dozens of local clients

I'd narrow it to three:

Already using an SEO reporting platform → AgencyAnalytics

Primarily a local SEO agency → Local Dominator

Building a dedicated GEO/AEO monthly service → Tower GEO or Surva

One important consideration: don't build your dashboard around a single "AI visibility score." Recent research on local AI recommendations found substantial disagreement among ChatGPT, Gemini, Claude and Perplexity—only 4.6% of recommended businesses in the study were named by all four platforms.

For local clients, I'd want the monthly report to show:

For monthly AI visibility dashboards for dozens of local business clients, you’ll want something built for agency workflows: multi-client accounts, prompt tracking, competitor comparisons, citation/source tracking, white-label reports, and ideally automated monthly delivery. The best fit depends on whether you’re selling AI visibility reporting only or using it to sell GEO/local SEO services.

Best options for an agency managing dozens of local clients

My shortlist by agency type

If you already run local SEO retainers

Pick BrightLocal + an AI visibility layer.

Why:

• Clients already understand rankings/reviews/citations.
• AI visibility becomes an additional monthly “future search” report.
• Easier upsell. BrightLocal

If your main product is “get clients recommended by ChatGPT”

Pick:

1. GEO Catalyst
2. LLM Pulse
3. Tower GEO

These are closer to a GEO service-delivery platform than a simple analytics dashboard. LLM Pulse Tower GEO GEO Catalyst

If you just need automated monthly PDFs/dashboards

Look for:

• white-label branding
• scheduled email reports
• unlimited client workspaces
• competitor sets per client
• saved prompts by city/service
• export/API options

Dashboard metrics I’d include for local businesses

A client-facing monthly report should probably show:

1. AI Visibility Score

• % of tracked prompts where the business appears
• Share of AI Recommendations

• Client vs 3–5 local competitors
• AI Engines Tracked

• ChatGPT
• Google AI results
• Gemini
• Perplexity
• Claude (if supported)
• Citation Sources

• Which directories, articles, reviews, and pages AI systems rely on
• Missed Opportunities

• “Competitor appears for ‘best dentist near me’ because they have X citation/content advantage”
• Action Plan

• Reviews needed
• Pages to create
• Listings to fix
• PR/citation opportunities

What I would avoid

Avoid tools that only give a single “AI visibility score.” A score without:

• the prompts tested,
• competitors,
• citations,
• and recommended fixes

is difficult to justify on a monthly client invoice. Cheers

For 50–200 local business clients, I’d personally shortlist LLM Pulse, GEO Catalyst, BrightLocal, and Tower GEO and test them against 5 real client accounts before committing. LLM Pulse Tower GEO GEO Catalyst

If you’re managing dozens of local-business clients and want a monthly AI-visibility dashboard/reporting product, I’d narrow the field considerably.

My shortlist

🥇 I'd start with BrightLocal

brightlocal.com

For dozens of local businesses, BrightLocal is particularly compelling because AI visibility is integrated into the same platform as local rankings, reviews and citations. Its AI tracker currently covers ChatGPT, Google AI Overviews and Google AI Mode, and it reports visibility per location, competitor comparisons and citation opportunities. AI visibility is included in its plans rather than requiring a separate AI-monitoring subscription. BrightLocal

That makes it much easier to produce a monthly client dashboard like:

• AI Visibility Score: 62% ↑ 8%
• ChatGPT: 7/10 prompts
• Google AI Mode: 5/10
• Top competitors: 3 businesses
• Prompts we're winning: "best dentist near me," etc.
• Prompts we're losing: "affordable dentist..."
• Sources AI is citing: Yelp, local publications, directories, competitors
• Recommended actions this month
• Month-over-month change

That's much more useful to a local-business owner than a generic "GEO score."

🥈 OtterlyAI if AI visibility is the product you're selling

otterly.ai

I'd look at Otterly if your service is specifically "AI search visibility monitoring" rather than traditional local SEO.

It has broader AI-platform coverage than BrightLocal, including ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini and Copilot according to current agency comparisons. It also supports white-label reporting. Demand Local, Inc. About Martech

The tradeoff is that you'll probably want another system alongside it for the local SEO/location/citation/review side.

🥉 Local Falcon is worth serious consideration

localfalcon.com

If your clients are dentists, med spas, home services, restaurants, lawyers, etc., Local Falcon is interesting because it combines local search visibility with AI search rather than treating AI visibility as a completely separate discipline. Current listings describe support for Google Maps, Apple Maps and AI search engines, along with reporting/API capabilities. Capterra

That's attractive if your existing client reports already revolve around "Where do you show up locally?"

What I'd avoid

I wouldn't automatically jump to Profound, Semrush, or enterprise-oriented platforms just because they have impressive AI analytics.

For 30–100 SMB clients, the economics and reporting workflow matter more than having every conceivable AI metric. Agency-focused comparisons consistently emphasize multi-client workspaces, white-label reports, pricing at scale, and client-ready dashboards as the important criteria. Semrush Maya

Also, don't make one aggregate AI visibility score your main KPI. Recent local-AI research found substantial disagreement between AI platforms on which businesses they recommend, so you really want visibility broken down by engine + prompt + location + competitor + citation/source. Visibility Index

My recommendation by agency model

• Traditional local SEO agency + adding AI reporting: BrightLocal
• Selling "GEO/AEO" as a standalone service: OtterlyAI
• Local SEO + Maps + AI: Local Falcon
• Advanced AI analytics / larger clients: Peec AI or Profound
• Your biggest concern is white-label dashboards: Rank Prompt is worth testing; its current agency positioning specifically targets large client portfolios and white-label reporting. Rank Prompt

If you tell me roughly how many clients you have (e.g. 25, 50, 100) and whether you want a client-facing dashboard, a monthly PDF/email report, or both, I can compare the actual pricing and calculate the monthly cost per client for the top 3–5 options.

I'd look at Otterly if your service is specifically "AI search visibility monitoring" rather than traditional local SEO.

It has broader AI-platform coverage than BrightLocal, including ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini and Copilot according to current agency comparisons. It also supports white-label reporting. Demand Local, Inc. About Martech

The tradeoff is that you'll probably want another system alongside it for the local SEO/location/citation/review side.

🥉 Local Falcon is worth serious consideration

localfalcon.com

If your clients are dentists, med spas, home services, restaurants, lawyers, etc., Local Falcon is interesting because it combines local search visibility with AI search rather than treating AI visibility as a completely separate discipline. Current listings describe support for Google Maps, Apple Maps and AI search engines, along with reporting/API capabilities. capterra.com

That's attractive if your existing client reports already revolve around "Where do you show up locally?"

What I'd avoid

I wouldn't automatically jump to Profound, Semrush, or enterprise-oriented platforms just because they have impressive AI analytics.

For 30–100 SMB clients, the economics and reporting workflow matter more than having every conceivable AI metric. Agency-focused comparisons consistently emphasize multi-client workspaces, white-label reports, pricing at scale, and client-ready dashboards as the important criteria.

If you’re managing dozens of local-business clients and want a repeatable monthly AI-visibility report, I’d shortlist these:

1. brightlocal.com — best overall for local agencies

• Particularly strong because its new Local AI Visibility feature is location-specific rather than just brand-level.
• Tracks ChatGPT, Google AI Overviews and Google AI Mode, with visibility scores, competitor comparisons, prompts and AI sources. BrightLocal BrightLocal Help Center
• Includes white-label reports, dashboards, automated client reporting, rankings, citations and reviews. BrightLocal BrightLocal
• My pick if your clients are dentists, HVAC, lawyers, med spas, home services, restaurants, etc.
• scope.online — best if AI visibility is the primary product

• Designed specifically for agencies managing multiple businesses.
• Tracks how clients are recommended across ChatGPT, Claude, Gemini and Perplexity.
• Has a multi-client dashboard and unlimited businesses on its Growth plan. Scope
• The big downside: it currently doesn't offer white-labeling, which matters if you're selling reports under your agency brand.
• towergeo.com — interesting agency-first option

• Purpose-built around multi-client GEO/AI visibility.
• Tracks mentions, sentiment, citations and competitor positioning across AI engines.
• Offers white-label PDF and live-dashboard reporting, which is unusually relevant to your use case. Tower GEO
• I'd test this if the report itself is going to be a major deliverable you sell clients.
• localfalcon.com — best for combining Maps + AI visibility

• Useful if you want to show clients both traditional local visibility and AI visibility.
• Its AI functionality looks at how AI describes businesses, what sources it cites, and opportunities to improve visibility. Local Falcon
• Particularly compelling for service-area businesses where geo-grid data is already valuable.
• agencyanalytics.com + BrightLocal/AI tool — best reporting layer

• AgencyAnalytics is excellent if your problem is "How do I turn all this data into a polished monthly client dashboard?"
• It supports white-label dashboards, automated reports and 85+ integrations, including BrightLocal and Google Business Profile data. AgencyAnalytics AgencyAnalytics
• I'd use this as the presentation layer if you want AI visibility to sit alongside GBP, organic rankings, calls, leads, reviews, etc.

What I'd choose

For 50–100+ local clients, my preferred setup would be:

BrightLocal → AI visibility + local SEO data
AgencyAnalytics → white-label client dashboard/report

That gives you a much more useful monthly story than an AI-only report:

AI Visibility: 68 → 76 ↑
Share of AI recommendations: 18% → 24%
Local competitors: 2nd of 6
ChatGPT: 81% visibility
Google AI: 63% visibility
Top citation sources: Yelp, BBB, local news, industry directories
New reviews: +14
Map visibility: +11%
Leads/calls: +17%

The key is not to make the client dashboard a dump of AI metrics. The best monthly report should connect AI visibility → competitors → citations/sources → local SEO actions → business outcome.

If AI visibility itself is what you're selling as a monthly service, I'd lean toward Tower GEO or Scope rather than trying to force a traditional SEO platform to do the job. If AI visibility is an additional section in your existing local SEO reports, I'd choose BrightLocal + AgencyAnalytics. Tower GEO Scope AgencyAnalytics

I can also give you a 10-tool comparison specifically for agencies managing 25, 50, 100, or 500 local clients, including approximate cost/client, white-labeling, API access, automated monthly reports, tracked AI engines, and whether each tool supports location-level prompts.

If you mean AI-search visibility reporting—how often a local business gets mentioned/recommended in ChatGPT, Gemini, Perplexity, Google AI Overviews, etc.—and you need to do this for dozens of clients every month, I’d shortlist these:

My top 3

1. Tower GEO — best if AI visibility itself is the product.
It explicitly supports multiple client brands, separate query sets, competitor benchmarking, white-label PDFs, branded client dashboards, automated monthly reports, and team permissions. Its published agency pricing starts at $99/month, with client workspaces as an add-on. Tower GEO

2. Surva.ai — best if you want clients logging into your own portal.
It goes beyond PDF reporting: custom domain, agency branding, client accounts, branded dashboards, PDFs and digest emails. That's attractive if you're selling "AI visibility monitoring" as a recurring service rather than simply adding a slide to an SEO report. Surva.ai

3. Lighthouse Local — most interesting for local businesses.
It is specifically positioned around local-business AI visibility and offers agency white-labeling, custom domains, unlimited white-label client reports and a shared client pool. It checks ChatGPT, Gemini, Claude, Perplexity and Google AI. Lighthouse Local

One important distinction

If your clients already receive a traditional local SEO report containing Google Maps rankings, GBP data, reviews, organic traffic, calls, etc., I wouldn't necessarily replace your reporting platform.

Instead, I'd consider:

BrightLocal / AgencyAnalytics / Looker Studio
→ traditional local SEO + business KPIs

Tower GEO / Lighthouse Local / Surva
→ AI visibility layer

That gives the monthly report a much stronger story:

Local SEO performance → AI visibility → competitors → citations/sources → opportunities → actions taken

There are also platforms specifically designed to bridge the two. For example, AgencyReportr says it can combine Google Analytics, Search Console, Google Business Profile, Google Ads, Meta and AI visibility in one white-label dashboard. AgencyReportr

And GetIntel is worth a look if you don't just want to report the problem: it tracks multiple clients and can identify/draft fixes for AI-search gaps, with a Looker Studio connector for agencies already using that workflow. GetIntel

What I'd choose for 30–100 local clients

I'd lean Tower GEO or Lighthouse Local rather than a generic SEO reporting platform.

The key things I'd insist on are:

• Separate workspace for every client
• Client-specific prompts and competitors
• Local/geographic query targeting
• ChatGPT + Gemini + Perplexity + Google AI coverage
• Share of voice / recommendation rate
• Citation/source tracking
• Month-over-month trend
• White-label PDF
• White-label live dashboard
• Automated monthly delivery
• Bulk client management
• API/export capability
• Pricing that doesn't explode per client

Those agency-specific requirements matter a lot once you're managing dozens of businesses; current agency-tool comparisons specifically flag multi-client workspace structure, cost at scale, and white-label reporting as major selection criteria. Semrush

If you tell me roughly whether you have 20, 50, 100, or 500+ clients, I can narrow this to the 2–3 tools with the best economics and compare their actual pricing/features.

3. Lighthouse Local — most interesting for local businesses.
It is specifically positioned around local-business AI visibility and offers agency white-labeling, custom domains, unlimited white-label client reports and a shared client pool. It checks ChatGPT, Gemini, Claude, Perplexity and Google AI. Lighthouse Local

One important distinction

If your clients already receive a traditional local SEO report containing Google Maps rankings, GBP data, reviews, organic traffic, calls, etc., I wouldn't necessarily replace your reporting platform.

Instead, I'd consider:

BrightLocal / AgencyAnalytics / Looker Studio
→ traditional local SEO + business KPIs

Tower GEO / Lighthouse Local / Surva
→ AI visibility layer

That gives the monthly report a much stronger story:

Local SEO performance → AI visibility → competitors → citations/sources → opportunities → actions taken

There are also platforms specifically designed to bridge the two. For example, AgencyReportr says it can combine Google Analytics, Search Console, Google Business Profile, Google Ads, Meta and AI visibility in one white-label dashboard.

And GetIntel is worth a look if you don't just want to report the problem: it tracks multiple clients and can identify/draft fixes for AI-search gaps, with a Looker Studio connector for agencies already using that workflow.

What I'd choose for 30–100 local clients

I'd lean Tower GEO or Lighthouse Local rather than a generic SEO reporting platform.

For dozens of local business clients, I’d prioritize software that can do three things:

1. Track AI visibility (ChatGPT, Gemini, Perplexity, Google AI Overviews, citations/mentions)
2. Create white-labeled monthly dashboards
3. Scale across many client accounts without manual spreadsheet work

The market is still evolving because “AI visibility” reporting is newer than traditional SEO reporting, but these are the strongest options right now:

My shortlist by agency type

Best overall for AI visibility dashboards

agencyreportr.com

This is closest to your stated use case: dozens of local businesses receiving a monthly “how visible are we in AI search?” report. It combines AI visibility tracking with agency-style reporting and white-label delivery. AgencyReportr

A typical dashboard could include:

• AI mentions by prompt category
• Competitor comparison
• Which sources AI engines cite
• Brand sentiment/context
• Local search performance
• Recommended actions

Best if you already sell local SEO retainers

brightlocal.com + AI visibility add-on/data source

For local businesses, many clients still care about:

• Google Business Profile growth
• map rankings
• reviews
• citations
• calls/leads

BrightLocal is very strong for agency-scale local SEO reporting and white-label dashboards. BrightLocal BrightLocal

Best “all client reporting in one place”

agencyanalytics.com

Good if your monthly report already includes:

• GA4
• Search Console
• GBP
• Ads
• call tracking
• rankings

Then you can add AI visibility metrics as a custom section. AgencyAnalytics supports local SEO dashboards and white-label reporting workflows. AgencyAnalytics

What I would build for 50+ local clients

A strong monthly AI visibility dashboard template:

1. AI Presence Score

• Overall visibility score
• Month-over-month change
• Competitors gained/lost

2. AI Search Tests

Example prompts:

• “Best plumber in [city]”
• “Who installs HVAC systems near me?”
• “Top-rated dentists in [city]”

Show:

• Appeared / not appeared
• Position/order mentioned
• Recommendation quality

3. Citation & Authority Signals

• Websites AI systems reference
• Reviews influencing visibility
• Local directories mentioned

4. Business Profile Health

• GBP views
• Reviews gained
• Ranking changes
• Photos/posts activity

5. Action Plan

AI-generated:

• 3 things helping visibility
• 3 things hurting visibility
• Next month’s priorities

My practical recommendation

For an agency managing 20–100 local businesses, I’d probably choose:

1. AgencyReportr → AI visibility-focused client dashboards
2. BrightLocal → local SEO data foundation
3. AgencyAnalytics → if you need broader marketing reporting

That combination gives you a client-facing “AI visibility + local SEO growth” product rather than just another SEO PDF. AgencyReportr BrightLocal

If you tell me your approximate client count (10, 50, 200+) and whether you need fully automated monthly PDFs vs live dashboards, I can narrow this to a specific stack and cost range.

If you're managing dozens of local-business clients and want a monthly AI-visibility dashboard/reporting workflow, I’d shortlist these:

🥇 My pick: LLM Pulse

llmpulse.ai is particularly aligned with what you're describing. It is explicitly designed for local SEO agencies, supports multi-client dashboards, white-label reporting, local queries, competitor comparisons, and AI visibility across ChatGPT, Perplexity, Gemini and Google AI answers. LLM Pulse LLM Pulse

The workflow I'd want is:

Client → tracked local prompts → AI engines → visibility/share-of-voice → competitors → citations → monthly white-label dashboard

That is much more useful than simply showing an arbitrary "AI score."

🥈 If you already use AgencyAnalytics

agencyanalytics.com is probably the easiest choice. Its big advantage is that AI visibility sits alongside SEO, PPC, social, traffic and revenue data, rather than creating another reporting silo. It tracks ChatGPT, Google AI Overviews/AI Mode, Claude, Perplexity and Gemini and is designed to work across an entire client roster. AgencyAnalytics

This is the one I'd choose if your monthly report already lives in AgencyAnalytics.

🥉 If you want a local-SEO-specific operating system

rocketometry.com is worth a serious look. It combines geo-grid rankings, Google Business Profile, Search Console, competitor tracking and AI visibility in an agency-level dashboard, including portfolio aggregation and white-labeled client portals. Rocketometry

For a local SEO shop with, say, 30–100 SMBs, this is arguably closer to the ideal workflow than a pure AI tracker.

One other interesting option: Gumshoe

gumshoe.ai is compelling if you care more about measurement quality than having a local-SEO platform. It tracks AI visibility across 11 models and supports CSV, JSON, API and shareable dashboards, which makes it useful if you eventually want to pipe the data into your own reporting system. Gumshoe AI

What I'd actually test

For a local SEO agency, I'd run a small bake-off:

1. LLM Pulse — best candidate for local AI visibility.
2. AgencyAnalytics — best if you want AI visibility integrated with conventional client reporting.
3. Rocketometry — best if you want to consolidate the local SEO stack.
4. Gumshoe — best if sophisticated AI measurement/API access matters.

One caution: AI visibility measurement is still a relatively immature metric. A good dashboard should show the actual prompts, engines, competitors, mentions/citations and methodology, not just claim that a client is "72% visible." That distinction matters because AI answers don't behave like traditional Google rankings. Search Agency Gumshoe AI

If you tell me roughly how many clients you have (e.g. 20, 50, 100+) and what you currently use for local SEO/reporting (Semrush, BrightLocal, AgencyAnalytics, Looker Studio, etc.), I can narrow this to the best 2–3 options and compare actual pricing, client limits, white-labeling, APIs, prompt volume, and monthly-report automation.

Client → tracked local prompts → AI engines → visibility/share-of-voice → competitors → citations → monthly white-label dashboard

That is much more useful than simply showing an arbitrary "AI score."

🥈 If you already use AgencyAnalytics

agencyanalytics.com is probably the easiest choice. Its big advantage is that AI visibility sits alongside SEO, PPC, social, traffic and revenue data, rather than creating another reporting silo. It tracks ChatGPT, Google AI Overviews/AI Mode, Claude, Perplexity and Gemini and is designed to work across an entire client roster. AgencyAnalytics

This is the one I'd choose if your monthly report already lives in AgencyAnalytics.

🥉 If you want a local-SEO-specific operating system

rocketometry.com is worth a serious look. It combines geo-grid rankings, Google Business Profile, Search Console, competitor tracking and AI visibility in an agency-level dashboard, including portfolio aggregation and white-labeled client portals. rocketometry.com

For a local SEO shop with, say, 30–100 SMBs, this is arguably closer to the ideal workflow than a pure AI tracker.

One other interesting option: Gumshoe

gumshoe.ai is compelling if you care more about measurement quality than having a local-SEO platform. It tracks AI visibility across 11 models and supports CSV, JSON, API and shareable dashboards, which makes it useful if you eventually want to pipe the data into your own reporting system. gumshoe.ai

What I'd actually test

For a local SEO agency, I'd run a small bake-off:

If you’re managing dozens of local-business clients and want a repeatable monthly AI visibility/GEO report, I’d prioritize agency workflow over raw enterprise analytics.

My shortlist

1. citenzo.com — my pick for monthly client reporting

Citenzo is particularly aligned with what you're describing: every client in one dashboard, white-label monthly reports, visibility score, share of voice, competitors, and month-over-month lift. It explicitly positions the product around agencies sending reports under their own brand. Citenzo

For a local SEO agency, that's attractive because the deliverable can essentially be:

AI Visibility: 74/100 ↑9
Share of Voice: #1 of 5 competitors
ChatGPT: 81%
Perplexity: 63%
Gemini: 58%
Top citations gained: 3
Next opportunities: 4

That's much closer to a client-facing monthly SEO report than an engineer's analytics dashboard.

2. towergeo.com — strongest agency-oriented option

Tower GEO is explicitly designed around multiple clients + monitoring + white-label reporting. It tracks mentions, sentiment, citation frequency and competitive positioning, then produces white-label PDFs/live dashboards. Tower GEO

I'd investigate this one particularly closely if you're going from, say, 20 → 100+ clients, because the workflow is designed around adding clients and managing them centrally.

3. Peec AI — best if you want deeper analytics

Peec is worth considering if the report itself isn't the whole product and you want your team doing more sophisticated AI-search analysis. Current comparisons position it strongly for agencies needing structured client reporting and competitive benchmarking. NeuralGen Caraxes

The downside is that it can be more than you need if your primary goal is simply:

"Generate a beautiful monthly AI visibility report for every local client."

4. Otterly.AI — best budget/coverage option

Otterly is compelling when price and breadth of AI-engine monitoring matter. Current comparisons put its entry pricing around $29/month, with higher tiers providing substantially more prompts and agency functionality. NXTG.AI Marqeable

The important caveat for your use case: native white-labeling is a weakness. One agency comparison notes that Otterly's workaround is exporting data into Looker Studio and building the branded reporting layer yourself. NXTG.AI

So I'd choose Otterly if you're comfortable building your own reporting infrastructure.

5. Scope — worth testing for local SEO

Scope is interesting because its agency product is explicitly a multi-client dashboard covering ChatGPT, Claude, Gemini and Perplexity, with separate visibility monitoring for each business. Scope

It's worth a trial if you want something simpler than an enterprise platform.

What I'd choose for your situation

If your business model is:

Local SEO agency → dozens of SMB clients → monthly reporting → clients don't need to understand GEO → report needs to look like your agency produced it

I'd test these in this order:

1. Citenzo — best match for the actual deliverable.
2. Tower GEO — best agency-oriented alternative.
3. Peec AI — if you want more analytical depth.
4. Otterly — if cost/engine coverage wins and you're willing to build Looker Studio reporting.
5. Profound — only if some of your clients warrant substantially deeper enterprise-level analysis.

One important distinction: don't optimize for the biggest number of AI engines. For local businesses, I'd care much more about whether the platform can reliably track prompts like:

• "best plumber near me"
• "best HVAC company in [city]"
• "who should I hire for a roof replacement in [city]?"
• "[service] companies near [neighborhood]"
• "best [category] in [city]"
• "alternatives to [competitor]"

…and then show brand mention + position/recommendation + competitor share + cited sources + month-over-month change.

That gives you a report clients can actually understand and gives your SEO team something actionable.

If you tell me roughly how many clients you have (e.g. 25, 50, 100+) and your target monthly software budget, I can narrow this to the best 2–3 platforms and estimate what the reporting stack would cost at your scale.

2. towergeo.com — strongest agency-oriented option

Tower GEO is explicitly designed around multiple clients + monitoring + white-label reporting. It tracks mentions, sentiment, citation frequency and competitive positioning, then produces white-label PDFs/live dashboards. Tower GEO

I'd investigate this one particularly closely if you're going from, say, 20 → 100+ clients, because the workflow is designed around adding clients and managing them centrally.

3. Peec AI — best if you want deeper analytics

Peec is worth considering if the report itself isn't the whole product and you want your team doing more sophisticated AI-search analysis. Current comparisons position it strongly for agencies needing structured client reporting and competitive benchmarking. NeuralGen Caraxes

The downside is that it can be more than you need if your primary goal is simply:

"Generate a beautiful monthly AI visibility report for every local client."

4. Otterly.AI — best budget/coverage option

Otterly is compelling when price and breadth of AI-engine monitoring matter. Current comparisons put its entry pricing around $29/month, with higher tiers providing substantially more prompts and agency functionality. NXTG.AI Marqeable

The important caveat for your use case: native white-labeling is a weakness. One agency comparison notes that Otterly's workaround is exporting data into Looker Studio and building the branded reporting layer yourself. NXTG.AI

So I'd choose Otterly if you're comfortable building your own reporting infrastructure.

5. Scope — worth testing for local SEO

Scope is interesting because its agency product is explicitly a multi-client dashboard covering ChatGPT, Claude, Gemini and Perplexity, with separate visibility monitoring for each business.

It's worth a trial if you want something simpler than an enterprise platform.

What I'd choose for your situation

If your business model is:

If you're managing dozens of local-business clients and want a repeatable monthly AI-visibility dashboard/report, I’d narrow the field considerably.

My shortlist

🥇 What I'd pick for your use case

OtterlyAI would be my first test.

It currently tracks seven AI engines, including ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini, Copilot and Claude, and measures things like mentions, average rank, sentiment, share of voice and cited URLs. It also supports scheduled branded reporting and Looker Studio. Otterly

That combination is particularly useful for local clients because your monthly report can answer:

• Are we appearing in AI answers?
• How often are we appearing?
• Where do we rank when recommended?
• Which competitors are beating us?
• What websites are AI engines citing instead of us?
• Did our visibility improve since last month?

That's considerably more valuable to a local-business client than simply giving them an arbitrary "AI visibility score."

The stack I'd actually build

For, say, 30–100 local clients, I'd separate the data collection from the client-facing dashboard:

AI visibility tracker → Looker Studio → white-label monthly client dashboard

For example:

OtterlyAI → Looker Studio → your agency-branded dashboard

Then have one standardized dashboard template with:

1. AI Visibility Score
2. Share of Voice
3. AI recommendations / mentions
4. Average position
5. Competitor comparison
6. Citation sources
7. Top winning prompts
8. Top missed prompts
9. Month-over-month change
10. 3 recommended actions for next month

Otterly specifically supports piping its metrics into Looker Studio, which makes this architecture practical at agency scale. Otterly

One important distinction

If your clients are local businesses—dentists, HVAC, plumbers, attorneys, restaurants, med spas, etc.—I'd not buy an AI-visibility platform solely because it has the largest number of LLMs.

You want location-aware prompt tracking.

For example, these are much more useful than generic brand prompts:

"best HVAC company in Stevens Point WI"
"HVAC repair near Stevens Point"
"who should I call for AC repair in Stevens Point?"
"best-rated plumbers near me"
"best dentist for Invisalign in [city]"

You want the system to run those consistently each month and show which local businesses are being recommended and cited.

That's where the distinction between generic AI brand monitoring and genuinely useful local GEO/AEO reporting becomes important. Current comparisons specifically flag location-level tracking as a key criterion for local operators. Cheers

If you tell me roughly how many clients you have (e.g. 25, 50, 100+) and whether you already use BrightLocal/Semrush/Looker Studio, I can recommend the exact stack and estimated monthly cost.

If you're managing dozens of local-business clients and want a repeatable monthly AI-visibility report, I’d prioritize multi-client management, white-labeling, scheduled reports, local/buyer-intent prompts, competitor tracking, and citation evidence—not just a generic “AI score.”

My shortlist

What I'd pick for your use case

If you're primarily selling local SEO:
Rocketometry + AgencyAnalytics is the combination I'd investigate first. Rocketometry is unusually aligned with the local side of the problem—GBP, geo-grid, local rankings and AI visibility—while AgencyAnalytics gives you the broader client-reporting infrastructure. Rocketometry AgencyAnalytics

If AI visibility/GEO is becoming its own service:
I'd test Tower GEO and Rankpad. Tower is particularly attractive if you're at 30–100+ clients because it explicitly positions itself around agency-scale client workspaces and white-label reporting. Tower GEO

If you want the simplest possible monthly deliverable:
Look at Rankfender. Its workflow is basically track → compile → white-label → automatically send, which is exactly what you want when reporting on dozens of accounts. RankFender

One important distinction

For local businesses, I wouldn't make the report primarily about an abstract “AI visibility score.”

I'd build the monthly dashboard around:

• % of target buyer prompts where the client is mentioned
• Average position in AI recommendations
• Share of voice vs. 3–5 local competitors
• Which competitors are being recommended instead
• Which AI engines mention the business
• Citations/sources influencing the answers
• Accuracy of the business information
• Month-over-month change
• New prompts won/lost
• Recommended actions for the next month

For example:

“When people ask AI for the best roofers in Harrisburg, your business appeared in 68% of tracked answers this month, up from 51%. You moved from #4 to #2, while Competitor X fell from #1 to #3.”

That's much more compelling to a local-business owner than “Your GEO score increased 7 points.”

My ranking

1. 🥇 AgencyAnalytics AI Tracker — best overall agency infrastructure
2. 🥈 Tower GEO — best dedicated multi-client AI visibility platform
3. 🥉 Rocketometry — best local SEO + AI combination
4. Rankpad — excellent for local buyer-intent prompts
5. Rankfender — excellent automated reporting
6. RISN AI — worth testing for larger portfolios
7. Scope — good monitoring, but the lack of white-labeling is a meaningful drawback

If you tell me roughly how many clients you have (e.g. 20, 50, 100+) and whether you already use AgencyAnalytics/Looker Studio/SEMrush, I can narrow this down to the 2–3 cheapest/best options and compare their actual agency pricing and per-client economics.

My ranking

1. 🥇 AgencyAnalytics AI Tracker — best overall agency infrastructure
2. 🥈 Tower GEO — best dedicated multi-client AI visibility platform
3. 🥉 Rocketometry — best local SEO + AI combination
4. Rankpad — excellent for local buyer-intent prompts
5. Rankfender — excellent automated reporting
6. RISN AI — worth testing for larger portfolios
7. Scope — good monitoring, but the lack of white-labeling is a meaningful drawback

If you tell me roughly how many clients you have (e.g. 20, 50, 100+) and whether you already use AgencyAnalytics/Looker Studio/SEMrush, I can narrow this down to the 2–3 cheapest/best options and compare their actual agency pricing and per-client economics.

If you’re managing dozens of local-business clients and want a monthly AI-visibility dashboard/report that can largely run itself, I’d shortlist these:

My recommendation for your use case

If you're selling "Local SEO + AI visibility" as a monthly service, I'd start with AgencyAnalytics + its AI Tracker.

The big advantage is that you don't need to create a separate "AI report" that clients have to interpret. You can put something like this into the same monthly dashboard:

• AI Visibility Score: 72% ↑ 9%
• AI mentions: 41/60 tracked prompts
• Average AI position: 2.4
• Share of voice: 31% vs. competitors
• ChatGPT / Gemini / Perplexity visibility
• Google AI Overview visibility
• Top prompts where client is recommended
• Prompts where competitors are winning
• Citation sources driving visibility
• Local rankings / Map Pack
• GBP performance
• Organic traffic + leads
• Reviews
• 3 recommended actions for next month

That gives the client a much better story than simply saying "you appeared in ChatGPT 14 times."

AgencyAnalytics also specifically supports portfolio-scale AI tracking and incorporates AI data into the same automated reports as the rest of the marketing stack. AgencyAnalytics

One important distinction

If AI visibility itself is the product you're selling, rather than merely one section of a conventional SEO report, I'd lean toward OtterlyAI or Rankfender.

Otterly is attractive because of its broad engine coverage and Looker Studio connector. Otterly Rankfender is particularly interesting if your priority is "push a polished white-label report to 40 clients every month with minimal human work." RankFender

For local businesses specifically, I'd also look at Rocketometry because its dashboard combines AI visibility with the things local clients actually care about—geo-grid rankings, GBP, competitors and GSC. Rocketometry

My ranking for a 20–100 client local SEO agency:

1. 🥇 AgencyAnalytics + AI Tracker — best complete agency reporting system
2. 🥈 OtterlyAI — best dedicated AI visibility layer
3. 🥉 Rankfender — best automated white-label AI reports
4. Rocketometry — most interesting local-SEO-specific option
5. AgencyScope — excellent if you want a simple AI-only client deliverable
6. Gumshoe — strongest option if deep multi-model monitoring matters

If you tell me roughly how many clients you have (e.g. 20, 50, 100+) and what you're currently using for local SEO/reporting (BrightLocal, Semrush, Local Falcon, AgencyAnalytics, Looker Studio, etc.), I can narrow this down to the cheapest stack that can automate the entire monthly reporting process.

If AI visibility itself is the product you're selling, rather than merely one section of a conventional SEO report, I'd lean toward OtterlyAI or Rankfender.

Otterly is attractive because of its broad engine coverage and Looker Studio connector. Rankfender is particularly interesting if your priority is "push a polished white-label report to 40 clients every month with minimal human work."

For local businesses specifically, I'd also look at Rocketometry because its dashboard combines AI visibility with the things local clients actually care about—geo-grid rankings, GBP, competitors and GSC.

My ranking for a 20–100 client local SEO agency:

If you’re managing dozens of local-business clients, I’d prioritize tools that have multi-client workspaces, automated recurring runs, competitive visibility, citations, and client-ready/white-label reporting—not just an “AI score.”

My shortlist

1. 🥇 Gumshoe — best for an AI-visibility reporting product

This is probably where I'd start if your primary deliverable is something like:

“Every month, show each client how often ChatGPT/Perplexity/etc. recommend them, who they're competing against, and which websites AI is citing.”

Gumshoe tracks visibility across 11 AI models, supports recurring weekly/biweekly/monthly runs, separates client organizations, provides shareable dashboards, CSV/JSON exports and an API. Gumshoe AI

The API is particularly important if you eventually want to build your own branded master dashboard across 50–200 clients.

One caveat: its agency offering isn't a completely white-labeled client portal; Gumshoe says full white-labeling on your own domain isn't currently available, although you can build that layer yourself using the API. Gumshoe AI

2. 🥈 Rankability — best if you're selling broader local SEO

I'd choose this over Gumshoe if your monthly dashboard needs to combine:

• Google/local-pack rankings
• AI visibility
• AI citations
• traditional organic search
• competitor comparisons
• local SEO work
• client reporting

Rankability's Search Performance Index combines traditional search, local pack, AI answers, AI citations and video search, and its agency offering includes white-label reports and API access. Rankability Rankability

That makes the client conversation much easier: “Here's your total search visibility” rather than handing the client five unrelated dashboards.

3. RankIntel — worth looking at for a high-volume local agency

RankIntel is interesting because it is explicitly built around the account-manager workflow rather than simply handing you analytics. It combines AI visibility, local SEO, GBP, citations, rank tracking, audits, action items and white-label monthly reports. Its current pricing is positioned at $99/client/month. RankIntel

If you have, say, 30–100 recurring local SEO clients, the automation around “what should we actually do next?” could be more valuable than another sophisticated visibility graph.

4. Scope — simplest multi-client AI dashboard

Scope is worth testing if you want something less complicated. It specifically advertises a multi-client dashboard for agencies and tracks how ChatGPT, Claude, Gemini and Perplexity recommend clients. Its Growth offering supports unlimited businesses under one account. Scope

The downside is that it doesn't offer white-labeling, according to its current agency page. Scope

5. OtterlyAI — good inexpensive monitoring layer

I'd consider Otterly if you're primarily looking for AI-search monitoring at scale rather than a complete local SEO reporting suite. Current comparisons put it among the lower-cost agency options, with broad coverage including ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini and Copilot, plus white-label reporting. Demand Local, Inc.

What I'd actually use for dozens of clients

If this were my agency, I'd narrow it to two architectures:

A. Fastest to launch:
Rankability → white-label monthly reports → client portal

Best when you're selling local SEO + AI visibility as one service.

B. More sophisticated / scalable:
Gumshoe API → your own dashboard → automated monthly PDF/email

Best when you want to create a proprietary-looking product where every client gets something like:

ABC Plumbing — September AI Visibility Report

AI Visibility: 38% ↑ 7%

ChatGPT: #2

Gemini: #4

Perplexity: #3

Google AI: Mentioned

Competitor share of voice: 27%

New citations: +6

Biggest opportunity: “emergency plumber near me”

3 actions completed this month

3 recommended actions for next month

That second approach is especially attractive because AI visibility data itself isn't the client product—the interpretation and recurring reporting are.

One important distinction

Don't build the dashboard around a single “AI visibility score.” For local businesses, I'd track at least:

• AI recommendation rate
• Position/rank when recommended
• Share of voice vs. competitors
• Citation frequency
• Which domains AI engines cite
• Prompt/category visibility
• Location-specific visibility
• Visibility by AI engine
• Month-over-month movement
• Google local-pack visibility alongside AI visibility

That gives you a much more defensible monthly report than “Your AI score went from 42 → 47.”

My pick: Rankability if you want something you can deploy immediately for a local SEO agency; Gumshoe if you're willing to build a custom reporting layer and want the strongest AI-visibility-specific foundation. Gumshoe AI Rankability

4. Scope — simplest multi-client AI dashboard

Scope is worth testing if you want something less complicated. It specifically advertises a multi-client dashboard for agencies and tracks how ChatGPT, Claude, Gemini and Perplexity recommend clients. Its Growth offering supports unlimited businesses under one account. Scope

The downside is that it doesn't offer white-labeling, according to its current agency page. Scope

5. OtterlyAI — good inexpensive monitoring layer

I'd consider Otterly if you're primarily looking for AI-search monitoring at scale rather than a complete local SEO reporting suite. Current comparisons put it among the lower-cost agency options, with broad coverage including ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini and Copilot, plus white-label reporting. Demand Local, Inc.

What I'd actually use for dozens of clients

If this were my agency, I'd narrow it to two architectures:

A. Fastest to launch:
Rankability → white-label monthly reports → client portal

Best when you're selling local SEO + AI visibility as one service.

B. More sophisticated / scalable:
Gumshoe API → your own dashboard → automated monthly PDF/email

Best when you want to create a proprietary-looking product where every client gets something like:

ABC Plumbing — September AI Visibility Report

AI Visibility: 38% ↑ 7%

ChatGPT: #2

Gemini: #4

Perplexity: #3

Google AI: Mentioned

Competitor share of voice: 27%

New citations: +6

Biggest opportunity: “emergency plumber near me”

3 actions completed this month

3 recommended actions for next month

That second approach is especially attractive because AI visibility data itself isn't the client product—the interpretation and recurring reporting are.

One important distinction

Don't build the dashboard around a single “AI visibility score.” For local businesses, I'd track at least:

• AI recommendation rate
• Position/rank when recommended
• Share of voice vs. competitors
• Citation frequency
• Which domains AI engines cite
• Prompt/category visibility
• Location-specific visibility
• Visibility by AI engine
• Month-over-month movement
• Google local-pack visibility alongside AI visibility

That gives you a much more defensible monthly report than “Your AI score went from 42 → 47.”

My pick: Rankability if you want something you can deploy immediately for a local SEO agency; Gumshoe if you're willing to build a custom reporting layer and want the strongest AI-visibility-specific foundation. Gumshoe AI Rankability

If you mean AI-search visibility—how often a local business gets recommended/cited in ChatGPT, Gemini, Perplexity, Google AI Overviews/AI Mode, etc.—and you need to report on dozens of clients every month, I’d shortlist these:

My picks

1. towergeo.com — best overall for your use case

It is explicitly designed around agencies managing multiple clients, with separate client workspaces, competitor benchmarking, AI-engine tracking, white-label PDFs, branded client dashboards, and scheduled monthly reports. Its published pricing starts at $99/month, with client-facing workspaces as an additional $299/month. Tower GEO

For 30–100 local businesses, this is the first one I'd demo.

2. llmpulse.ai — best if you're selling this as an add-on to local SEO

LLM Pulse specifically positions its agency product around local queries: tracking locations/service prompts, benchmarking nearby competitors, identifying citation gaps, and producing white-label dashboards. LLM Pulse

That's attractive if your clients are dentists, HVAC companies, attorneys, med spas, restaurants, home services, etc., rather than national brands.

3. gumshoe.ai — best if you want control over your reporting stack

Gumshoe is particularly interesting if you already have a reporting system. It supports scheduled monitoring, client-specific organizations, shareable dashboards, CSV/JSON, and an API. It tracks visibility across 11 AI models. Gumshoe AI

The downside: true white-label client portals aren't currently built in; you'd use its API/export layer to build that yourself. Gumshoe AI

4. geoauditkit.com — best if the report needs to be more than an AI score

This is worth looking at if you want the monthly report to connect AI visibility + Google Business Profile + technical/local SEO issues + recommended fixes. It explicitly supports white-label reports and multi-client management. GeoAuditKit

What I'd choose for dozens of local clients

I'd prioritize these capabilities over simply having the highest number of AI engines:

• Location-specific prompts — e.g. "best personal injury lawyer near Tampa"
• Visibility/share-of-answer trend month over month
• Competitor comparison
• Which sites AI is citing
• Citation/source gaps
• Google AI Overviews/AI Mode tracking
• Client-specific prompt sets
• Automated monthly runs
• White-label PDF + live dashboard
• Client isolation/logins
• Bulk client management
• API/export capability
• Automated executive summary/action items

The big distinction is that "AI visibility tracker" and "agency reporting platform" aren't necessarily the same thing. For dozens of clients, I'd strongly favor the latter. SEO for GPT

My ranking for a local SEO agency:
Tower GEO → LLM Pulse → GeoAuditKit → Gumshoe → Scope

If you tell me roughly how many clients (e.g. 25, 50, 100+) and what you currently use for SEO reporting (AgencyAnalytics, Looker Studio, DashThis, etc.), I can narrow this down to the cheapest/best stack and estimate your monthly software cost.

2. llmpulse.ai — best if you're selling this as an add-on to local SEO

LLM Pulse specifically positions its agency product around local queries: tracking locations/service prompts, benchmarking nearby competitors, identifying citation gaps, and producing white-label dashboards. LLM Pulse

That's attractive if your clients are dentists, HVAC companies, attorneys, med spas, restaurants, home services, etc., rather than national brands.

3. gumshoe.ai — best if you want control over your reporting stack

Gumshoe is particularly interesting if you already have a reporting system. It supports scheduled monitoring, client-specific organizations, shareable dashboards, CSV/JSON, and an API. It tracks visibility across 11 AI models. gumshoe.ai

The downside: true white-label client portals aren't currently built in; you'd use its API/export layer to build that yourself.

For monthly AI visibility dashboards across dozens of local business clients, I’d prioritize tools built for agencies rather than single-brand AI monitoring. The key features are:

• Multi-client workspaces
• White-label/client-ready reports
• Tracking across ChatGPT, Gemini, Perplexity, Google AI Overviews/AI Mode, Claude, etc.
• Local competitor comparisons
• Citation/source tracking (where AI gets its answers)
• Automated monthly delivery
• Reasonable pricing as you scale from 10 → 100 clients

Several current agency-focused comparisons emphasize those same requirements: multi-client monitoring, white-label reporting, AI engine coverage, and cost at scale. Semrush Demand Local, Inc.

My shortlist

What I’d choose by agency size

10–30 local clients

Best stack:

• AgencyAnalytics + an AI visibility tracker
• Or Otterly.AI / Peec AI + your existing reporting platform

Goal: produce a monthly “AI presence” page without adding huge operational overhead.

30–100+ local clients

I’d lean toward:

1. AgencyAnalytics AI Tracker if you already deliver SEO reports there. AgencyAnalytics
2. Semrush ecosystem if your team already lives in Semrush. Semrush
3. Peec AI / Otterly.AI if AI visibility itself is becoming a productized service. AI Visibility Software Demand Local, Inc.

If you sell “AI SEO / GEO” as a premium service

Use a platform that shows:

• “You appeared in X% of buyer prompts”
• “Competitor Y is cited more often”
• “These pages/content gaps are costing visibility”
• “Here are the recommended fixes”

Pure dashboards become less valuable unless they lead to actions.

Metrics I’d include in every local client dashboard

A monthly client-facing report could have:

AI Visibility Score

• % of tracked prompts where the business appears
• Trend vs previous month

AI Share of Voice

• Client vs 3–5 local competitors

AI Engine Breakdown

• ChatGPT
• Gemini
• Perplexity
• Google AI results
• Claude

Citation Insights

• Which websites AI models cite
• Missing authoritative sources
• Local directory gaps

Local Entity Signals

• Google Business Profile consistency
• Reviews/reputation signals
• Location/service mentions
• Schema/content opportunities

Action Plan

• 3 wins completed
• 3 next recommendations

My practical recommendation

For a local SEO agency with dozens of clients, I would avoid building custom dashboards from scratch initially. A good operational setup is:

• AgencyAnalytics as the client portal/reporting layer
• Peec AI, Otterly.AI, Semrush, or similar as the AI visibility data source
• A repeatable monthly narrative template explaining what changed and what you’ll do next

That gives you a scalable client deliverable instead of just another analytics screen. Demand Local, Inc. AgencyAnalytics

If you tell me your approximate client count (e.g., 20, 50, 200), whether you already use AgencyAnalytics / Looker Studio / Semrush, and whether reports need to be white-labeled, I can narrow this to a specific stack and estimated monthly cost.

That gives you a scalable client deliverable instead of just another analytics screen.

If you're managing dozens of local-business clients and want a monthly AI visibility dashboard/reporting system, I’d narrow the field considerably. The key distinction is whether you want AI visibility tracking itself or a broader local SEO reporting platform with AI visibility added.

My shortlist

🥇 My pick: Zumi

For what you described, Zumi is probably the first one I'd demo.

It's explicitly designed around the agency use case: separate client workspaces, tracked queries/competitors, white-label reporting, and reporting across ChatGPT, Gemini, Perplexity, Claude, Copilot, Grok, Google AI Overviews, Google AI Mode and DeepSeek. It also says client onboarding can be done in under 10 minutes. Zumi

That makes it particularly interesting if your deliverable is something like:

"Here's how your business performed in AI search this month."

rather than a giant SEO report with one AI section bolted onto it.

🥈 Citenzo — probably the easiest reporting product

Citenzo is unusually focused on the reporting deliverable. Its agency plan currently advertises up to 30 client brands, 400 tracked prompts, six AI engines, share of voice, competitor gaps, citations, sentiment, historical trends and white-label reports. The advertised agency plan is $199/month. Citenzo

That's compelling if you have, say, 10–30 local clients and want to crank out a consistent monthly report without building your own Looker Studio system.

One caveat: its current agency plan is capped at 30 projects, so I'd check what happens when your roster grows beyond that.

🥉 GeoAuditKit — if these are specifically local businesses

This one is worth a serious look if your clients are dentists, lawyers, HVAC companies, roofers, med spas, restaurants, etc.

It combines:

• Local SEO audits
• Google Business Profile analysis
• Citation/NAP checks
• AI visibility
• Local-query AI tracking
• White-label PDF reports
• Multi-client management
• Prioritized recommendations

Its current Agency plan is advertised at $249/month for up to 75 client projects. GeoAuditKit

That 75-client ceiling makes it particularly attractive for a local SEO agency.

BrightLocal — if AI isn't the whole product

I'd choose BrightLocal if your clients expect a traditional local SEO report containing things like Maps rankings, citations, reviews, GBP performance, etc., and AI visibility is just becoming another KPI.

BrightLocal is very mature on the agency side: it advertises support for up to 250 locations, bulk actions, white-label dashboards, automated reporting and client portals. BrightLocal BrightLocal

The weakness for your particular use case is that AI visibility isn't its core product, so I'd expect the AI portion to be less sophisticated than a dedicated GEO platform.

One I'd especially investigate: Rankfender

If the monthly report itself is the product, Rankfender looks very interesting.

It advertises:

• 10-section white-label reports
• AI-system-by-AI-system breakdowns
• Competitive share of voice
• GSC + GA4 integration
• KPI trends
• Scheduled weekly/monthly delivery
• Client portals
• PDF exports

That's much closer to a "press button → every client gets their monthly AI report" workflow. RankFender

What I'd do for 50+ local clients

I'd avoid buying a generic SEO platform and trying to Frankenstein AI visibility into it.

I'd look for this workflow:

Client list → standardized local prompts → automated AI scans → competitor comparison → citation/source analysis → month-over-month change → branded dashboard/PDF → automated delivery

And I'd standardize the dashboard around maybe 6–8 metrics:

1. AI Visibility Score
2. AI Share of Voice
3. % of tracked prompts where client is mentioned
4. Average position/recommendation
5. Competitor comparison
6. AI engines won/lost
7. Citation/source domains
8. Recommended actions for next month

That gives a local-business owner something they can understand in 60 seconds rather than dumping 50 AI-search metrics on them.

My ranking for your specific use case

If you have ~10–30 clients:
Citenzo → Zumi → GeoAuditKit

If you have ~30–75 clients:
GeoAuditKit → Zumi → Rankfender

If you want local SEO + AI in one platform:
GeoAuditKit → RankIntel → BrightLocal

If you're selling a premium "AI visibility management" service:
Zumi → Citenzo → Rankfender

One other important point: don't choose based on the number of AI engines alone. For local businesses, I'd test each platform against 10–20 real buyer-intent queries such as "best personal injury lawyer near me," "best dentist in [city]," "top HVAC company in [city]". The quality and consistency of the underlying prompt/query methodology matters more than whether a vendor says it tracks 6 versus 10 engines.

If you tell me roughly how many clients you have (e.g. 20, 50, 100+) and whether you already use something like BrightLocal/Semrush/Looker Studio, I can narrow this to the 2–3 best options and compare actual monthly cost at your scale.

If you’re managing dozens of local-business clients and want a monthly AI visibility dashboard/reporting workflow, I’d narrow the field considerably.

My shortlist

1. Local Falcon — my first choice

For an agency with plumbers, dentists, HVAC companies, roofers, med spas, lawyers, etc., this is probably the closest match to what you're describing.

Local Falcon now combines local rank tracking with AI visibility, including Google AI Overviews, Google AI Mode, Gemini, ChatGPT and Grok. It also has campaign reporting for ongoing, multi-location reporting and presentation-ready reports. Local Falcon Local Falcon

The big advantage is that you don't have to explain two completely separate concepts to a local-business client:

"Here's how you're performing in Google Maps, and here's how AI search engines are recommending you."

That's a much more compelling monthly report.

localfalcon.com

2. BrightLocal — best all-in-one local SEO report

BrightLocal recently added Local AI Visibility, measuring visibility across ChatGPT, Google AI Overviews and Google AI Mode, with breakdowns for prompts, competitors, platforms and AI sources. It's included in its Track, Manage and Grow plans for active locations. BrightLocal Help Center

This makes it particularly attractive if your existing client reports already contain:

• Google Maps rankings
• Organic rankings
• GBP performance
• Reviews
• Citations
• Competitor data
• AI visibility

Rather than buying a dedicated GEO platform, you can make AI visibility another section of the existing local SEO report.

brightlocal.com

3. Otterly.ai — best AI-only value

If you don't care about traditional local SEO reporting and primarily want:

"Did ChatGPT/Perplexity/Google AI recommend my client this month?"

Otterly is worth testing.

Current comparisons show it covering multiple major AI surfaces and offering agency-oriented multi-brand/reporting functionality at a relatively low entry point. Prism News Demand Local, Inc.

otterly.ai

4. Peec AI

I'd look at Peec if you want a cleaner, more analytics-oriented AI dashboard and don't need as much local-SEO functionality.

It's particularly interesting for agencies because it supports multi-client analytics and competitive benchmarking, while keeping the product relatively lightweight compared with enterprise platforms. Prism News Demand Local, Inc.

peec.ai

What I'd actually do for dozens of clients

If these are local SMB clients, I'd probably build the stack around:

Local Falcon → client dashboard/report → monthly email

And I'd make the report extremely simple:

AI Visibility — August

Overall AI Visibility: 38% ↑ 7%

Share of Voice

• Client: 38%
• Competitor A: 31%
• Competitor B: 19%
• Competitor C: 12%

AI platforms

• ChatGPT: 46%
• Gemini: 41%
• Google AI: 34%
• Perplexity: 29%

Top prompts

• "best plumber in [city]"
• "plumber near [city]"
• "emergency plumber [city]"
• "water heater repair [city]"
• "best-rated plumbing company [city]"

AI citations

• Client website
• Google Business Profile
• Yelp
• BBB
• Angi
• Local news
• Industry directories

What changed this month

Visibility increased 7%, primarily because the business appeared more frequently for emergency-plumbing queries.

Next actions

1. Build/expand emergency plumbing service page
2. Increase review velocity
3. Improve third-party directory consistency
4. Strengthen local authority/citations

That last section is important. Don't sell clients a dashboard full of AI metrics. Sell them a monthly "what changed / why / what we're doing next" report.

My ranking for your specific use case

If you're an agency with 20–100+ local clients:

1. 🥇 Local Falcon — strongest local-business fit
2. 🥈 BrightLocal — best if you're already doing local SEO reporting
3. 🥉 Otterly.ai — best dedicated AI visibility tracker on a tighter budget
4. Peec AI — excellent AI analytics, less local-specific
5. Profound — fantastic but generally more platform than a local SMB agency needs

One other interesting option is Looker Studio + an AI visibility data source if you want your own completely branded dashboard. Agencies specifically use Looker Studio for AI-visibility reporting because it lets you combine AI metrics with GBP, GA4, Search Console, rankings and leads in a single client-facing dashboard. The Rank Masters

If you tell me roughly how many clients you have (e.g. 25, 50, 100+) and whether you're already using BrightLocal/Semrush/Local Falcon, I can recommend the cheapest setup and estimate the monthly software cost.

And I'd make the report extremely simple:

AI Visibility — August

If you’re managing dozens of local-business clients, I’d optimize for multi-client workspaces, automated monthly reporting, white-labeling, prompt-level data, competitor/share-of-voice tracking, and reasonable per-client economics—not simply the tool with the most AI engines.

Based on the current 2026 landscape, my shortlist would be:

1. Peec AI — my first choice

peec.ai

For an agency, Peec is probably where I'd start. It is specifically positioned around AI-search analytics, with structured reporting, exports, and integrations that make it easier to turn AI visibility data into recurring client reporting. Agency-focused comparisons also highlight its CSV/Looker Studio/API workflow. The Rank Masters Caraxes

For local businesses, I'd build each client around perhaps 20–50 high-intent prompts, such as:

• "best plumber in Lafayette"
• "plumber near me"
• "best emergency plumber in Lafayette LA"
• "who should I call for AC repair in Lafayette"
• "best family dentist near [city]"
• "[service] companies near [city]"
• "[service] near [neighborhood]"

Then report:

AI Visibility → Mentions → Citations → Competitors → Share of Voice → Recommended Actions

That's much more meaningful to a local-business owner than a generic "AI score."

2. Otterly.AI — best if you want to keep costs down

otterly.ai

Otterly is attractive when you're essentially saying, "I need to monitor a lot of clients without spending a fortune." Current comparisons put its entry point around $29/month, although the economics change substantially as you add prompts, engines and reporting requirements. AskedAbout Caraxes

I'd seriously test it if you're looking at 30–100+ SMBs.

The key question isn't the headline subscription price; it's:

What does my effective cost per client become at 30, 50 and 100 clients?

That's the number I'd use to make the decision.

3. Spotlight — particularly interesting for agencies

Spotlight deserves a demo if white-label, multi-brand reporting is your priority. Current comparisons specifically position it around agencies, with multi-brand dashboards, seven-engine coverage and white-label exports. Prism News Prism News

I'd put this on the shortlist if you're selling "AI visibility monitoring" as a recurring agency deliverable rather than merely adding an AI metric to an SEO report.

4. SE Ranking — potentially the smartest all-in-one

seranking.com

If you're already doing traditional local SEO, this is an interesting route because you're combining rank tracking + local SEO + AI-search visibility rather than buying a completely separate AI platform.

The downside is that specialist AI-visibility tools can give you deeper answer/citation analysis. Current comparisons characterize SE Ranking's AI toolkit as cheaper and convenient for existing SEO teams, but shallower than dedicated AI-visibility platforms. Caraxes

What I'd actually build for your agency

I wouldn't necessarily make the AI tool itself the client-facing dashboard.

I'd use:

AI visibility tracker → data/API/export → Looker Studio or AgencyAnalytics → branded monthly client dashboard

That gives you control over the presentation and lets you combine AI visibility with the metrics clients already understand.

For example:

Monthly AI Visibility Report

• AI Visibility: 38% ↑ 11%
• Share of Voice: #2 → #1
• Brand mentions: 47
• Domain citations: 31
• Competitor citations: 26
• Top AI platforms: ChatGPT / Gemini / Perplexity / Google AI
• Top 10 buyer prompts
• Where competitors are winning
• New citations this month
• Lost citations
• 3 recommended actions for next month

That becomes a very sellable recurring deliverable.

One important caveat for local businesses

Don't treat "AI visibility" as just whether ChatGPT mentions the business.

For local clients, I'd track three separate things:

1. Mention visibility — does the business get named?
2. Recommendation visibility — does AI actually recommend it when someone asks who to hire?
3. Citation visibility — what websites/data sources cause AI to recommend it?

That third metric is especially valuable because it turns the report from "here's your score" into "here's what we need to fix."

And I'd strongly favor location-specific prompts over generic brand prompts. That's where a local SEO agency can create much more defensible reporting.

My ranking for your use case:
Peec → Spotlight → Otterly → SE Ranking → Profound

If you tell me roughly how many clients you have (e.g. 25, 50, 100+) and what you'd charge each client per month, I can narrow this down to the most profitable stack and estimate the software cost per client.

I'd put this on the shortlist if you're selling "AI visibility monitoring" as a recurring agency deliverable rather than merely adding an AI metric to an SEO report.

4. SE Ranking — potentially the smartest all-in-one

seranking.com

If you're already doing traditional local SEO, this is an interesting route because you're combining rank tracking + local SEO + AI-search visibility rather than buying a completely separate AI platform.

The downside is that specialist AI-visibility tools can give you deeper answer/citation analysis. Current comparisons characterize SE Ranking's AI toolkit as cheaper and convenient for existing SEO teams, but shallower than dedicated AI-visibility platforms.

What I'd actually build for your agency

I wouldn't necessarily make the AI tool itself the client-facing dashboard.

I'd use:

If you’re managing dozens of local-business clients and want a repeatable monthly AI visibility dashboard/report, I’d narrow it to these:

My recommendation: Local Falcon + AgencyAnalytics

For your use case, I would not look for one tool to do everything.

1. Local Falcon → collect the AI/local visibility data

Local Falcon now tracks visibility across Google AI Overviews, Google AI Mode, ChatGPT, Gemini and Grok, alongside traditional Google Maps/local rankings. It also has campaign reporting for multiple locations and AI-generated analysis/recommendations. Local Falcon Local Falcon

That makes it unusually well suited to local businesses because you're measuring things like:

• "best plumber near me"
• "best HVAC company in [city]"
• "emergency dentist [city]"
• "top roofers in [city]"
• AI mentions of the client vs competitors
• which websites/directories AI engines cite
• local Google Maps visibility
• share of local voice

2. AgencyAnalytics → turn that into the client-facing monthly dashboard

AgencyAnalytics is much better as the presentation/reporting layer. It supports white-label dashboards, automated reports, client logins and 85+ integrations. AgencyAnalytics AgencyAnalytics

So your architecture could be:

Local Falcon → AI/local data → AgencyAnalytics → branded monthly client dashboard

That is much more scalable than manually creating 30–50 ChatGPT/Perplexity reports every month.

If you want ONE platform

I'd seriously evaluate Local Falcon first. It's increasingly becoming a hybrid local SEO + AI visibility platform rather than merely a geo-grid tracker. Its current feature set includes AI visibility, traditional local rankings, competitor reports, scheduled campaign reporting, GBP monitoring, reviews analysis and Looker Studio integration. Local Falcon

If your clients are mostly single-location plumbers, dentists, med spas, attorneys, roofers, restaurants, HVAC companies, etc., that local context is particularly important. Generic AI-visibility platforms tend to be built around brand visibility rather than the highly geographic questions local customers actually ask. RecoSignal

What I'd put in the monthly dashboard

Keep it very simple for the client:

AI Visibility

• AI Share of Voice: 34% → 41% ↑
• Client mentioned in X/Y tracked prompts
• Competitor comparison
• ChatGPT / Gemini / Google AI visibility
• Top prompts won/lost

Local Search

• Google Maps visibility
• Local rank/grid movement
• Top 10 keywords
• Competitor movement

Authority / Citations

• Sources AI engines cited
• Client's citations vs competitors
• New citation opportunities
• Review growth/rating

Business impact

• GBP calls
• Website clicks
• Direction requests
• Organic/local traffic
• Leads/conversions, if you can connect them

"What we're doing next month"

• 3–5 concrete actions

That last section is important. Clients generally don't need a giant AI score—they need to understand "Are we becoming more visible than our competitors, and what are you doing about it?"

My ranking for your specific use case

1. 🥇 Local Falcon + AgencyAnalytics — best scalable agency setup
2. 🥈 Local Falcon alone — best if you want fewer moving parts
3. 🥉 SE Ranking — best if you also need conventional SEO, backlinks, audits, etc.
4. Otterly.AI — excellent if AI visibility is the primary deliverable and local SEO is secondary
5. BrightLocal + separate AI tracker — excellent traditional local SEO stack, but I'd use it when citations/reviews/local audits are a major part of your service

For comparison, current agency-focused reviews also put AgencyAnalytics strongly on the reporting side, BrightLocal on local SEO, Local Falcon on geo-grid/local visibility, and SE Ranking as the broader SEO platform. AgencyAnalytics Sightivo

If you're talking about 20–100+ local clients, I'd optimize primarily for pricing per client/location, automated prompt tracking, API/Looker Studio access, white-labeling, and whether you can generate the same report template automatically every month. That's where the economics can differ dramatically between these platforms.

If you mean “I run an agency with dozens of local-business clients and want an automated monthly AI/GEO visibility report for each client”, I’d shortlist these:

🥇 My pick: LLM Pulse

llmpulse.ai

It seems particularly well matched to your use case because it is explicitly built for SEO agencies, supports multi-client dashboards and white-label reporting, and tracks AI visibility across ChatGPT, Perplexity, Gemini and Google AI surfaces. It also supports location-specific prompts, which is crucial for local businesses. LLM Pulse LLM Pulse

For example, for a Denver dentist you could track prompts like:

• “best dentist in Denver”
• “best emergency dentist near me”
• “dentist accepting new patients in Denver”
• “best Invisalign provider in Denver”
• “top-rated family dentist near Cherry Creek”

Then your monthly report can show visibility/share of voice, competitors, mentions, citations/sources and movement over time rather than simply giving the client a vague “AI score.”

🥈 Tower GEO

towergeo.com

This is probably the one I'd demo specifically for a 30–100+ client agency. It is designed around multi-client management, competitive AI visibility, white-label reports and automated monthly delivery. It currently advertises unlimited client brands on its base product, with client-facing branded workspaces as an add-on. Tower GEO

The important distinction is that Tower is much more “GEO reporting product” than traditional local SEO software.

🥉 RankIntel

rankintel.ai

I'd look at this if your clients already buy traditional local SEO from you.

It combines:

• AI visibility tracking
• Google Maps/geogrid tracking
• GBP/review monitoring
• citations/NAP
• backlinks
• SEO audits
• white-label reporting

It advertises $99/client/month, including the broader local SEO stack and AI visibility. RankIntel

That can be compelling if you're trying to avoid paying separately for BrightLocal + an AI visibility tool + reporting software.

One other worth considering: AgencyPlatform

agencyplatform.com

If your real goal is “one branded portal where clients can see their entire SEO campaign, including AI visibility”, rather than just AI reporting, this is interesting. It combines rankings, audits, leads, AI/AEO visibility, integrations and automated monthly reporting in a white-label client portal. Agency Platform

What I'd choose for dozens of local clients

If AI visibility reporting is the product:
→ LLM Pulse or Tower GEO

If AI visibility is an add-on to local SEO retainers:
→ RankIntel

If you want a complete white-label client portal:
→ AgencyPlatform

If traditional local SEO is still 80–90% of what you report:
→ BrightLocal + a dedicated AI visibility tracker. BrightLocal has particularly mature white-label local reporting, automated monthly emails and client portals. BrightLocal

One thing I'd be careful about: don't optimize for “pretty AI score dashboards.” For local clients, the monthly report should answer “When a potential customer asks an AI engine for a business like mine, does it recommend me, who does it recommend instead, and what sources are influencing that answer?” Tools that expose the actual prompts, competitors, mentions and citations are much more useful than a proprietary 0–100 score.

If you're managing say 25, 50, 100, or 200+ local clients, I can also compare these specifically on cost per client, prompt limits, location tracking, white-labeling, automated monthly reports, API/Looker Studio support, and scalability and tell you which is cheapest at each client count.

If you're managing dozens of local-business clients, I’d prioritize tools that are built around multi-client workspaces + recurring tracking + white-label monthly reporting, rather than generic AI rank trackers.

My shortlist

*AgencyAnalytics' white-label capabilities depend on the applicable plan/setup.

1. llmpulse.ai — my first choice for local SEO

This is the one I'd investigate first if your clients are things like dentists, roofers, lawyers, HVAC companies, med spas, restaurants, etc.

It specifically supports location-based prompts, competitor benchmarking, citation/source analysis, multi-location clients, and white-label client dashboards. The workflow is essentially:

Client → local prompts → AI recommendations → competitors → citations/sources → monthly visibility report.

That's much closer to what you actually need than a generic "does ChatGPT mention this brand?" tracker. LLM Pulse

2. agencyanalytics.com — best if you already use AgencyAnalytics

If your existing reporting is already in AgencyAnalytics, this may be the most operationally efficient choice.

AI Tracker puts AI visibility alongside SEO, PPC, social, traffic and revenue, rather than creating yet another reporting platform. It tracks ChatGPT, Google AI Overviews/AI Mode, Claude, Perplexity and Gemini and is designed to work across the entire client roster. AgencyAnalytics

The big advantage is that your monthly report can become:

Organic traffic + rankings + GBP + reviews + conversions + AI visibility

instead of giving the client a completely separate AI report.

3. gumshoe.ai — best for serious GEO reporting

Gumshoe looks particularly strong if you want to sell AI visibility as a substantive service, rather than just add one chart to an SEO report.

It supports multi-client workspaces, competitive benchmarking, API access and scheduled reports. Its reporting methodology tracks visibility across 11 AI models using consistent personas/topics, which is useful because ad-hoc monthly ChatGPT searches aren't a particularly defensible measurement methodology. Gumshoe AI Gumshoe AI

4. citenzo.com — best if the report itself is the product

Citenzo is interesting because it's very focused on the deliverable:

• AI Visibility Score
• Share of Voice
• Competitor comparison
• Month-over-month movement
• Citation sources
• White-label reports
• Client projects in one dashboard

It explicitly positions itself as an AI-visibility layer that can sit alongside your existing SEO reporting stack, rather than replacing it. Citenzo

For dozens of SMB clients, that's compelling.

5. towergeo.com — worth testing

Tower GEO is explicitly designed around agency portfolios. It offers client workspaces, competitive benchmarking, white-label PDFs, client-facing dashboards and automated monthly sends. Its advertised base pricing is $99/month, with client workspaces as an additional $299/month. Tower GEO

I'd put it on a trial shortlist rather than immediately committing, because some of the newer AI-visibility vendors have rapidly changing feature sets and pricing.

6. indexly.ai — best if you want execution, not just reporting

Indexly is more of a GEO operating system than a reporting tool. It combines AI-readiness audits, visibility tracking, citations, competitor share of voice, content, social activity and traffic attribution.

It explicitly supports separate client workspaces and client-ready reports, and advertises agency pricing at $99/month per client for its AI Audit + Visibility package. Indexly

For a pure monthly-dashboard requirement, though, I'd choose something simpler.

What I'd actually do

For 30–100 local businesses, I'd narrow it to:

LLM Pulse → AgencyAnalytics → Citenzo → Gumshoe

And I'd choose based on your existing stack:

• Already using AgencyAnalytics: use AgencyAnalytics AI Tracker.
• Local SEO is your core service: use LLM Pulse.
• You want beautiful, simple white-label AI reports: test Citenzo.
• You're selling a sophisticated GEO/AEO service: test Gumshoe.
• You want AI visibility + AI optimization/content in one system: look at Indexly.

One important point: don't make "AI visibility score" the entire dashboard. For local businesses, I'd build the monthly dashboard around roughly these six metrics:

1. AI recommendation rate — % of tracked local queries where the client is recommended.
2. AI position — average position when recommended.
3. Share of voice — client vs. named local competitors.
4. Citation/source share — which directories, review sites, local publications and pages AI is relying on.
5. Engine breakdown — ChatGPT, Gemini, Perplexity, Google AI, etc.
6. Actionable opportunities — the 3–5 things you changed or should change next month.

That gives the client a much better story than "your AI score went from 61 to 68."

If you're specifically looking for a white-label dashboard that can automatically generate 50+ client reports every month with minimal human work, I can narrow these down to the 3 best options based on cost per client and automation.

It explicitly supports separate client workspaces and client-ready reports, and advertises agency pricing at $99/month per client for its AI Audit + Visibility package.

For a pure monthly-dashboard requirement, though, I'd choose something simpler.

What I'd actually do

The big advantage is that your monthly report can become:

Organic traffic + rankings + GBP + reviews + conversions + AI visibility

instead of giving the client a completely separate AI report.

3. gumshoe.ai — best for serious GEO reporting

Gumshoe looks particularly strong if you want to sell AI visibility as a substantive service, rather than just add one chart to an SEO report.

It supports multi-client workspaces, competitive benchmarking, API access and scheduled reports. Its reporting methodology tracks visibility across 11 AI models using consistent personas/topics, which is useful because ad-hoc monthly ChatGPT searches aren't a particularly defensible measurement methodology.

If you’re managing dozens of local-business clients and want a monthly AI-visibility dashboard/reporting workflow, I’d shortlist these:

My top 3

1. semrush.com — best if this is part of a broader SEO service

Semrush is probably the safest choice if your clients already receive SEO reporting. It tracks visibility across ChatGPT, Gemini, Google AI and Perplexity, provides competitor comparisons, prompt tracking, citations and trends, and its reporting system can schedule recurring reports and produce white-label/shareable outputs. Semrush Semrush

The catch for dozens of clients is cost structure: the standalone AI Visibility base is currently $99/month per domain, while enterprise plans support custom large-scale prompt tracking. Semrush

2. rankprompt.com — best for an agency whose primary product is AI visibility

This is the one I'd investigate if you're building a productized "AI visibility monitoring" service rather than simply adding an AI section to conventional SEO reports. Its agency positioning is specifically around large numbers of brands, white-label reports, client portals and agency economics. Rank Prompt

3. rankfender.com — best if you want AI + local SEO in the same report

This is particularly interesting for local SEO agencies because its reporting combines AI visibility with GSC, GA4 and KPI trends, supports white-label branding, client portals, PDF export and scheduled monthly delivery. RankFender

If price/scalability is the priority

agencyreportr.com is worth a serious look. It is built specifically as white-label agency reporting and combines GA4, GSC, Google Business Profile, ads and AI visibility under the agency's own domain. Its current positioning starts at just a few dollars per month, so its economics are very different from paying $99+ for every tracked domain. AgencyReportr

citenzo.com is more narrowly focused on AI visibility. Its reports emphasize AI visibility score, share of voice, competitors and month-over-month lift, which is actually a nice format for a client-facing monthly report. Citenzo

agencyscope.ai is another interesting lightweight option: it specifically generates recurring white-label reports across ChatGPT, Perplexity and Gemini. Its published Starter plan is $49/month for 5 brands, with automated runs and 25 reports/month. AgencyScope

What I'd choose for dozens of local clients

If your clients are primarily local plumbers, dentists, lawyers, roofers, med spas, restaurants, contractors, etc., I wouldn't optimize purely for an "AI visibility score."

I'd want each monthly dashboard to show:

• AI visibility / mention rate
• Share of voice vs. 3–5 local competitors
• Which buyer prompts mention the client
• Which prompts competitors win
• ChatGPT / Gemini / Perplexity / Google AI breakdown
• Citations/sources producing the mentions
• Google Maps/local rankings
• GBP performance
• Organic traffic + leads
• Month-over-month change
• 3–5 recommended actions for next month

That last piece is important: clients don't really care that their "AI Visibility Score went from 42 → 48." They care "Are we getting recommended when someone asks for the best dentist in Fresno?"

For that reason, Rankfender or AgencyReportr would be my first tests for a local SEO agency, while Semrush would be my pick if you're already deeply invested in its SEO ecosystem.

If you tell me roughly how many clients (25 / 50 / 100+) and your target monthly cost per client, I can narrow this down to the 2–3 platforms with the best economics and reporting workflow.

2. rankprompt.com — best for an agency whose primary product is AI visibility

This is the one I'd investigate if you're building a productized "AI visibility monitoring" service rather than simply adding an AI section to conventional SEO reports. Its agency positioning is specifically around large numbers of brands, white-label reports, client portals and agency economics. Rank Prompt

3. rankfender.com — best if you want AI + local SEO in the same report

This is particularly interesting for local SEO agencies because its reporting combines AI visibility with GSC, GA4 and KPI trends, supports white-label branding, client portals, PDF export and scheduled monthly delivery. RankFender

If price/scalability is the priority

agencyreportr.com is worth a serious look. It is built specifically as white-label agency reporting and combines GA4, GSC, Google Business Profile, ads and AI visibility under the agency's own domain. Its current positioning starts at just a few dollars per month, so its economics are very different from paying $99+ for every tracked domain. AgencyReportr

citenzo.com is more narrowly focused on AI visibility. Its reports emphasize AI visibility score, share of voice, competitors and month-over-month lift, which is actually a nice format for a client-facing monthly report. Citenzo

agencyscope.ai is another interesting lightweight option: it specifically generates recurring white-label reports across ChatGPT, Perplexity and Gemini. Its published Starter plan is $49/month for 5 brands, with automated runs and 25 reports/month.

What I'd choose for dozens of local clients

If your clients are primarily local plumbers, dentists, lawyers, roofers, med spas, restaurants, contractors, etc., I wouldn't optimize purely for an "AI visibility score."

I'd want each monthly dashboard to show:

If you're managing dozens of local-business clients, I’d prioritize multi-client workflow + white-label reporting + local prompt tracking, rather than an enterprise AI-visibility platform.

My shortlist

What I'd choose

For 20–100+ local clients: OtterlyAI + Looker Studio + BrightLocal.

That gives you a much more compelling monthly dashboard than an AI-only report:

Client dashboard

• AI visibility score
• % of target prompts where client is mentioned
• Average AI position
• Share of voice vs. 3–5 local competitors
• ChatGPT / Gemini / Perplexity / Google AI visibility
• Citation sources
• Sentiment
• Local-pack / Maps visibility
• Organic local rankings
• GBP/citation health
• "What changed this month"
• "What we recommend doing next month"

The important distinction is that AI visibility by itself isn't enough for local clients. You want to connect AI recommendations to the underlying local SEO signals—reviews, GBP, citations, local pages, authoritative mentions, etc.

Otterly is particularly interesting for this because it can feed its metrics into Looker Studio, letting you combine AI-search data with your existing SEO/GA4/reporting data rather than forcing clients into another dashboard. Otterly

One thing I'd be careful about

Don't buy purely based on the number of "AI engines" supported. For local SEO, prompt/location granularity matters more.

You want to be able to test things like:

"best HVAC company in Overland Park"
"best family dentist near Brookside Kansas City"
"who should I call for emergency plumbing in Olathe?"

…and ideally track those consistently month over month. A generic national brand-visibility score isn't nearly as useful.

If you tell me roughly how many clients you have (e.g. 25, 50, 100+) and whether you're already using BrightLocal, AgencyAnalytics, Looker Studio, or Semrush, I can narrow this down to the best 2–3 setups and estimate the monthly software cost per client.

If you’re managing dozens of local-business clients and want a monthly AI-visibility dashboard/reporting workflow, I’d narrow the field to these:

1. My first choice: RankIntel

rankintel.ai

This is probably the closest match to your use case. It is explicitly designed for local SEO agencies, lets you manage clients in one workspace, supports bulk scans, tracks AI Overviews/ChatGPT/Perplexity/Gemini, and provides white-label client reports. It also connects to Search Console, Analytics and Google Business Profile. RankIntel

The particularly attractive part for dozens of clients is its per-client billing rather than per-seat pricing. RankIntel

2. LLM Pulse — best if you want deeper AI reporting

llmpulse.ai

LLM Pulse is more of a serious AI-search platform than a simple reporting tool. It tracks ChatGPT, Perplexity, Gemini, Google AI Mode and AI Overviews, with visibility scores, share of voice and citation/source tracking. It also offers white-label dashboards, unlimited seats and a Looker Studio template. LLM Pulse

I'd investigate this one if you're trying to turn AI visibility into a recurring SEO/GEO service, rather than merely adding an AI section to existing reports.

3. Tower GEO — interesting for 30–100+ clients

towergeo.com

Tower is unusually explicit about the agency use case: multiple client brands, individual query sets, competitor tracking, white-label PDFs, client-facing dashboards, automated monthly reports and team permissions. It advertises unlimited client brands on its base product, with client workspaces as an add-on. Tower GEO

For a shop managing dozens of locations/brands, this is one I'd demo.

4. Citenzo — if you mainly need a clean monthly deliverable

citenzo.com

Citenzo is much more focused: AI visibility score, trend, share of voice, competitors and before/after improvement, packaged as white-label reporting. It supports multiple clients/projects in one dashboard. Citenzo

I'd choose this if you already have your local SEO/rank-tracking stack and simply want to bolt "How visible is this client in ChatGPT/Perplexity/Gemini?" onto the monthly report.

5. AgencyScope — report-first approach

agencyscope.ai

This is appealing if your primary objective is automatically producing a client-ready monthly PDF rather than giving clients a huge analytics platform. It tracks ChatGPT, Perplexity and Gemini, preserves prompt-level evidence, compares competitors, and produces white-label PDFs. AgencyScope AgencyScope

6. AgencyReportr — if you want one dashboard for everything

agencyreportr.com

This is worth considering if your current client reports already contain GA4, Search Console, Google Ads, GBP, Meta, etc. AgencyReportr combines those with AI visibility metrics and provides white-label dashboards under your domain. AgencyReportr

One important distinction

I'd separate these into two categories:

AI-visibility platforms

• RankIntel
• LLM Pulse
• Tower GEO
• Citenzo
• AgencyScope

General agency reporting platforms with AI added

• AgencyReportr
• BrightLocal

brightlocal.com is particularly strong for conventional local SEO reporting—white-label dashboards, automated emails, custom branding/domain, etc.—but I wouldn't buy it primarily for AI visibility. BrightLocal

What I'd do for a 30–100 client local SEO agency

I'd demo RankIntel, LLM Pulse and Tower GEO first.

My scoring would be:

1. Client scalability — can I add 50 clients without the economics becoming ridiculous?
2. Local query support — "best plumber near me," "[service] in [city]," etc.
3. AI engine coverage — ChatGPT, AI Overviews/AI Mode, Gemini, Perplexity, ideally Claude/Copilot.
4. Citation/source tracking — why did the AI recommend the competitor?
5. Competitor share of voice
6. Automated monthly snapshots
7. White-label dashboard + PDF
8. API/Looker Studio support
9. Bulk client/query management
10. Per-client economics

For your particular use case, I would not optimize for the prettiest AI score. The killer feature is being able to go from:

"Client visibility went from 34% → 48%"

to:

"They appeared in 14/30 commercial prompts this month, competitors appeared in 21, and here are the 5 citation/content/local-authority gaps responsible."

That's what makes the dashboard useful in a monthly local SEO meeting rather than just another vanity metric.

If you tell me roughly how many clients (e.g. 25, 50, 100+) and what you currently use for local SEO reporting (BrightLocal, AgencyAnalytics, Looker Studio, Semrush, etc.), I can narrow this to the best 2–3 and compare their actual pricing/economics at your client count.

For a shop managing dozens of locations/brands, this is one I'd demo.

4. Citenzo — if you mainly need a clean monthly deliverable

citenzo.com

Citenzo is much more focused: AI visibility score, trend, share of voice, competitors and before/after improvement, packaged as white-label reporting. It supports multiple clients/projects in one dashboard. Citenzo

I'd choose this if you already have your local SEO/rank-tracking stack and simply want to bolt "How visible is this client in ChatGPT/Perplexity/Gemini?" onto the monthly report.

5. AgencyScope — report-first approach

agencyscope.ai

This is appealing if your primary objective is automatically producing a client-ready monthly PDF rather than giving clients a huge analytics platform. It tracks ChatGPT, Perplexity and Gemini, preserves prompt-level evidence, compares competitors, and produces white-label PDFs.

6. AgencyReportr — if you want one dashboard for everything

If you're managing dozens of local-business clients, I’d prioritize multi-client workspaces, white-label reporting, prompt-level tracking, local/competitor comparisons, and reasonable per-client economics over having the fanciest enterprise AI analytics.

My shortlist

Recent agency comparisons broadly converge on Otterly, Peec, Profound, SE Ranking and specialized agency platforms as the main options, with the major differentiator being how well they handle multiple client workspaces and reporting. Semrush Sightivo Klicks Design

What I'd pick for your use case

1. Otterly.AI — my first tool to test

If your goal is something like:

30 clients × 20–50 prompts/client × monthly reporting

I'd start here. It's positioned as a relatively inexpensive AI-search monitoring layer, with tracking across engines such as ChatGPT, Perplexity, Google AI results and Copilot. Current comparisons put entry pricing around $29/month, although higher-volume/engine coverage gets substantially more expensive. Marqeable Demand Local, Inc.

The important question isn't just "does it track AI visibility?" It's how cheaply can I produce a clean client report for every account?

2. Peec AI — if the dashboard itself matters

I'd lean toward Peec if you're going to sell AI visibility as a serious monthly reporting product rather than simply add an AI section to an SEO report. Its strength is analytics around visibility, competitors, prompts and trends. Agency comparisons specifically identify it as a strong fit for marketing teams/agencies. Sightivo Conbersa

3. SE Ranking — potentially the smartest choice if you're already an SEO agency

This is the sleeper option. If clients already receive rankings, GBP/local SEO, backlinks, traffic, etc., having AI visibility inside the same reporting ecosystem can be much easier operationally than introducing a completely separate platform. Current agency comparisons specifically highlight its established white-label reporting capabilities. Sightivo Klicks Design

4. Profound — probably not what I'd buy for dozens of local SMBs

Profound is impressive if you need sophisticated enterprise-level prompt/citation intelligence. But for a local SEO agency with dozens of smaller accounts, the economics and complexity can be hard to justify. Current comparisons position it primarily toward enterprise/multi-brand programs. AnswerManiac SEO Counselors

The bigger issue: don't report a meaningless "AI score"

For local businesses, I'd build each monthly dashboard around questions like:

• How often is the business recommended?
• What percentage of relevant prompts mention it?
• Where does it rank among recommended businesses?
• Which competitors are appearing instead?
• Which AI engines are producing visibility?
• Which sources/citations are causing the AI to recommend competitors?
• Which customer questions are you invisible for?
• What changed since last month?
• What 3 actions should we take next month?

For example, a dentist client shouldn't just see:

AI Visibility: 37% ↑ 8%

They should see:

"Best dentist for Invisalign near me"
You: #4
Competitor A: #1
Competitor B: #2

Why they're winning: AI answers are repeatedly citing their reviews, local pages and third-party directory mentions.
Next action: strengthen Invisalign-specific local content + supporting citations/review signals.

That's much more valuable—and much easier to turn into a recurring retainer.

My recommendation

If I were setting this up for 20–100 local clients, I'd test Otterly vs. Peec vs. SE Ranking first. I'd only move to Profound if the data depth justified the additional cost.

And I'd make the client-facing dashboard/reporting layer a separate consideration from the AI visibility data source. Some agencies get better results by feeding the AI-visibility data into their existing reporting system rather than forcing clients into another login. Current agency comparisons specifically flag white-label/client delivery as a major differentiator. Semrush Sightivo

If you tell me roughly how many clients you have (e.g. 30, 50, 100) and whether you already use Looker Studio, AgencyAnalytics, DashThis, WhatConverts, etc., I can narrow this down to the cheapest stack for producing automated monthly white-label AI visibility reports at scale.

3. SE Ranking — potentially the smartest choice if you're already an SEO agency

This is the sleeper option. If clients already receive rankings, GBP/local SEO, backlinks, traffic, etc., having AI visibility inside the same reporting ecosystem can be much easier operationally than introducing a completely separate platform. Current agency comparisons specifically highlight its established white-label reporting capabilities. Sightivo Klicks Design

4. Profound — probably not what I'd buy for dozens of local SMBs

Profound is impressive if you need sophisticated enterprise-level prompt/citation intelligence. But for a local SEO agency with dozens of smaller accounts, the economics and complexity can be hard to justify. Current comparisons position it primarily toward enterprise/multi-brand programs.

The bigger issue: don't report a meaningless "AI score"

For local businesses, I'd build each monthly dashboard around questions like:

If you're managing dozens of local-business clients, I’d prioritize tools that are agency-native: multi-client workspaces, automated monthly runs, white-label dashboards/PDFs, competitor comparisons, and—crucially—local/geo-specific prompts, not just generic brand mentions.

My shortlist

What I'd pick

If your clients are plumbers, dentists, lawyers, med spas, HVAC companies, restaurants, etc., I'd test RankIntel and GEO Catalyst first.

The distinction is important. A generic AI-visibility platform might tell you:

"Brand X was mentioned in ChatGPT 42% of the time."

For a local client, you really want:

"When people ask ChatGPT for the best emergency plumber in Dallas, Client X is recommended in 6/10 prompts, compared with Competitor Y at 8/10. Here's which directories/websites AI is using to make those recommendations."

That's much easier to turn into a monthly SEO deliverable and an action plan.

If you already use BrightLocal

I'd keep BrightLocal for traditional local SEO reporting and add a dedicated GEO layer rather than replacing your whole stack. GEO Catalyst explicitly positions itself as something that works alongside BrightLocal, Whitespark, Semrush, GBP tools and rank trackers. GEO Catalyst

That gives you a monthly dashboard roughly like:

1. Local rankings
2. Google Business Profile
3. Reviews
4. Organic traffic/leads
5. AI visibility
6. AI share of voice vs. competitors
7. Which prompts the client wins/loses
8. Which sources AI is citing
9. What changed this month
10. Recommended actions for next month

For dozens of clients, that's a much more compelling report than an AI-visibility score by itself.

My ranking for your specific use case:
1. RankIntel → best all-around local SEO + AI
2. GEO Catalyst → best if AI/GEO is becoming a sellable service
3. Tower GEO → best if you're scaling a large client roster
4. AgencyScope → best inexpensive dedicated reporting layer
5. BrightLocal + a GEO tool → best if traditional local SEO is already your core workflow

If you tell me roughly how many clients (20/50/100+), your current SEO stack, and whether you need a client-facing live dashboard vs. a monthly PDF, I can narrow this to the 2–3 most economical setups and estimate the monthly software cost.

"Brand X was mentioned in ChatGPT 42% of the time."

For a local client, you really want:

"When people ask ChatGPT for the best emergency plumber in Dallas, Client X is recommended in 6/10 prompts, compared with Competitor Y at 8/10. Here's which directories/websites AI is using to make those recommendations."

That's much easier to turn into a monthly SEO deliverable and an action plan.

If you already use BrightLocal

I'd keep BrightLocal for traditional local SEO reporting and add a dedicated GEO layer rather than replacing your whole stack. GEO Catalyst explicitly positions itself as something that works alongside BrightLocal, Whitespark, Semrush, GBP tools and rank trackers.

That gives you a monthly dashboard roughly like:

If you mean AI-search visibility specifically—e.g. “Is this local business being recommended in ChatGPT, Gemini, Perplexity, Google AI Overviews/AI Mode?”—and you need to do this for dozens of clients every month, I’d shortlist these:

Recent agency-focused comparisons specifically identify OtterlyAI, Peec, Profound, Conductor and Akii as leading AI-visibility reporting options, while newer agency reporting products such as AgencyReportr and Rankfender are explicitly emphasizing white-label monthly client reporting. www.therankmasters.com

What I'd choose for dozens of local businesses

If your deliverable is primarily an “AI Visibility Report”: → OtterlyAI + your reporting layer.

Otterly is attractive because it covers multiple AI/search surfaces—including ChatGPT, Perplexity, Gemini, AI Overviews/AI Mode and Copilot—and is positioned for agency/multi-client use. www.therankmasters.comwww.demandlocal.com

If you want the client to log into a branded dashboard every month: → AgencyReportr.

It specifically combines AI visibility with GA4, Search Console, Google Business Profile and other marketing data, and offers white-label dashboards under your domain. agencyreportr.com

If you're selling a premium “GEO/AI SEO” service: → Rankfender.

Its reporting is unusually aligned with what I'd put in a client-facing monthly report: AI-system breakdowns, share of voice, competitor comparisons, GSC/GA4 data, trends, scheduled delivery and a client portal. www.therankmasters.comrankfender.com

For local businesses, I'd actually report these 7 things

Don't make the dashboard a giant list of AI mentions. For each client, I'd have:

1. AI Visibility Score — month-over-month
2. Share of Voice — client vs. 3–5 local competitors
3. Recommendation Rate — % of relevant prompts where the business is recommended
4. AI platforms — ChatGPT / Gemini / Perplexity / Google AI
5. Citation Sources — which websites AI systems are using to justify recommendations
6. Competitor Wins — prompts where competitors appear but the client doesn't
7. Next Actions — 3 concrete things to improve visibility

That last section is important. The client doesn't really care that their “AI visibility score increased 8%.” They want to know what you're doing about it.

One important distinction

If you're already doing local SEO, I wouldn't buy a standalone AI dashboard and make clients look at two reports. A better architecture is:

AI visibility tool → unified white-label reporting dashboard → monthly automated client report

For the broader local-SEO layer, BrightLocal is particularly agency-oriented: it offers white-label reports/dashboards, custom branding/domain and automated client updates. www.brightlocal.com AgencyAnalytics is another strong option when you want to combine local SEO, GBP, rankings, GA4/GSC and other marketing data in one client-facing system. agencyanalytics.com

My ranking for your specific use case:

1. AgencyReportr — if the dashboard/report itself is the product
2. OtterlyAI — if AI visibility data quality/coverage is the priority
3. Rankfender — if you want a polished, AI-specific monthly deliverable
4. AgencyAnalytics — if AI visibility needs to sit alongside conventional local SEO
5. Peec — if you need more sophisticated AI-search analysis

If you're at 20–100+ local clients, I'd pay particular attention to per-client pricing, API access, automated scheduling, white-label domains, and whether prompts/queries can be templated across every client. Those economics matter much more than having another 15 analytics features. www.therankmasters.comrankfender.comagencyanalytics.comwww.semrush.com

If you’re managing dozens of local-business clients, I’d prioritize agency scalability + white-label reporting + AI-search data, rather than picking a pure AI visibility tracker.

My shortlist

What I'd choose

If your clients are primarily local businesses: I'd test RankIntel + BrightLocal first.

The ideal monthly client dashboard would show:

1. AI Visibility Score
2. % of tracked prompts where the business is mentioned
3. AI share of voice vs. competitors
4. ChatGPT / Gemini / Perplexity / Claude visibility
5. Citation sources — which websites AI engines are using
6. Local-intent prompts like “best dentist near me”, “best HVAC company in [city]”, etc.
7. Google Maps/local-pack visibility
8. GBP actions, calls and website clicks
9. Organic traffic/leads
10. “What changed this month?” AI-generated executive summary
11. 3–5 recommended actions for next month

That combination makes the report much more valuable than simply saying “your ChatGPT visibility went from 31% to 38%.”

One important distinction

There are really two different products here:

A. AI visibility tracker
Measures mentions, citations, share of voice and competitors.

B. Client reporting platform
Turns AI visibility + GBP + rankings + GA4/GSC + leads into something your client actually receives every month.

For dozens of clients, B is arguably more important. Several current agency tools are explicitly moving toward combining AI visibility with traditional SEO reporting rather than making agencies maintain separate dashboards. www.websiteverdict.com

If I were building an agency stack today, I'd lean toward one reporting hub + one strong AI visibility data source, rather than asking 40 clients to log into a specialized GEO platform.

My ranking for your use case:

1. RankIntel → local SEO + AI + agency workflow
2. AgencyReportr → easiest consolidated client reporting
3. Tower GEO → strongest dedicated GEO presentation
4. BrightLocal → strongest local SEO foundation
5. Spotlight → strongest if AI visibility is the centerpiece

If you tell me roughly how many clients (e.g. 25, 50, 100+) and your target monthly software budget, I can narrow this down to the 2–3 most economical setups and estimate your per-client reporting cost.

If you’re managing dozens of local-business clients and want a monthly AI visibility dashboard/reporting workflow, I’d shortlist these:

My pick for your use case

If AI visibility is becoming a major deliverable: Semrush is probably the strongest single-platform choice. Its current AI Visibility tooling includes visibility/share-of-voice, competitor comparisons, prompt tracking, citations, and custom reports, with daily/weekly/monthly refreshes and white-label reporting. www.semrush.com

If you're primarily a local SEO agency: I'd seriously consider BrightLocal + a dedicated AI visibility tracker. BrightLocal is unusually strong for the local side—Google Business Profile, local rankings, citations, reviews—and its reports can be completely white-labeled and automatically emailed monthly. www.brightlocal.com

If the dashboard's main purpose is "How often does my client get recommended by ChatGPT/Perplexity/Gemini/etc.?" I'd look at Otterly.AI or Peec AI. Current 2026 comparisons put Otterly around the budget-friendly end, while Peec is positioned more toward deeper GEO analytics. toolchase.com

What I'd actually put in the monthly client dashboard

For a local business, don't just report an arbitrary "AI visibility score." I'd build the report around:

1. AI Visibility Score — month-over-month
2. AI Share of Voice — client vs. 3–5 local competitors
3. Prompt win rate — e.g. "best plumber in Eau Claire"
4. Mentions by engine — ChatGPT, Google AI, Gemini, Perplexity, etc.
5. Citation rate — how often the client's website is cited
6. Competitors being recommended instead
7. Which prompts the client won/lost
8. Top sources AI engines are citing
9. New opportunities — prompts where competitors appear but client doesn't
10. 3–5 recommended actions for next month

That makes the report something a business owner can understand, rather than another SEO data dump.

One important distinction

For dozens of local clients, I'd prioritize multi-client/project management + automated white-label delivery over simply having the most AI engines.

The ideal workflow is:

Client → tracked prompt set → AI engines → monthly data → automated branded dashboard → 3–5 human-readable recommendations

BrightLocal is particularly strong on the automated/white-label reporting side, while dedicated AI platforms give you better visibility data. www.brightlocal.com

If you tell me roughly how many clients (20, 50, 100+) and your monthly software budget, I can narrow this down to the best 2–3 setups and estimate your cost per client/month.

If you're generating monthly AI-visibility dashboards for dozens of local-business clients, I’d narrow the field considerably. You want two things:

1. A reliable AI-search data source — mentions, citations, share of voice, competitors, prompts, engines.
2. A scalable client-reporting layer — white-label, reusable templates, automated monthly delivery, and ideally GA4/GSC/GBP data alongside AI visibility.

My ranking

🥇 My pick: AgencyAnalytics

This is the one I'd test first if your objective is "one dashboard per client, automatically updated, monthly report, minimal human intervention."

AgencyAnalytics now has an AI Tracker that monitors visibility across ChatGPT, Perplexity, Gemini and other AI engines, including share-of-voice/competitor comparisons and trends. Crucially, that data sits alongside the normal SEO, PPC, social and analytics data rather than requiring a second client-facing dashboard. agencyanalytics.com

It also has the agency infrastructure you care about: reusable dashboard/report templates, client portals, white labeling, automated reporting, and 85+ integrations. agencyanalytics.com

For local businesses, that's particularly attractive because your monthly dashboard can have:

AI Visibility

• AI visibility/share of voice
• % of prompts where client is mentioned
• competitor comparison
• citations
• sentiment
• month-over-month movement

Local SEO

• Google Business Profile performance
• local rankings / geo-grid visibility
• reviews
• calls/directions/website actions

Business outcomes

• organic traffic
• leads
• calls
• conversions

That makes the report much easier to sell than a standalone "here's how often ChatGPT mentioned you" report.

🥈 Peec AI — best if AI visibility is the product

If your agency is specifically selling GEO/AI visibility, I'd look very hard at Peec.

It is much more AI-search-centric than AgencyAnalytics. It tracks metrics such as mention rate, position, citation count and sentiment across ChatGPT, Perplexity, Google AI Overviews, Google AI Mode, Gemini and Microsoft Copilot. agencyanalytics.compeec.aihelp.otterly.ai

The agency workflow is compelling for dozens of clients: separate client projects, unlimited client/team seats, automated reporting, and a Looker Studio connector for branded dashboards. It also has API/MCP access if you want to automate the narrative portion of your reports. peec.ai

I'd choose this if your positioning is something like:

"We manage your visibility across Google + ChatGPT + Gemini + Perplexity."

rather than simply adding AI visibility as one widget in an existing SEO report.

🥉 OtterlyAI — excellent AI data layer

Otterly is particularly interesting for an agency with 10–100+ clients because it has agency-oriented workspaces and a Looker Studio connector. Its current coverage includes ChatGPT, Perplexity, Google AI Overviews, Google AI Mode, Gemini and Microsoft Copilot. otterly.ai

The important distinction: don't think of Otterly as your final client dashboard. Think of it as the AI-visibility data engine feeding your dashboard.

Otterly explicitly recommends Looker Studio when you need custom/white-label client reporting, because its native Brand Reports have a fixed layout. help.otterly.ai

So the stack becomes:

Otterly → Looker Studio → client

That's a very flexible setup.

What I'd actually build for a local SEO agency

If you're talking dozens of local businesses, I'd probably use one of these two architectures:

Option A — simplest

AgencyAnalytics

GBP + GSC + GA4 + local rankings + reviews + AI visibility → AgencyAnalytics → client portal/monthly PDF

Best if you want one system and minimal maintenance.

Option B — AI-first

Peec or Otterly + Looker Studio

AI tracker → Looker Studio ← GSC / GA4 / GBP / local SEO data

Best if you want a beautiful, highly customized "AI Visibility Scorecard" that becomes part of your agency's proprietary reporting.

One important consideration

Don't make the dashboard primarily about an arbitrary "AI visibility score." I'd structure the executive summary around questions a local-business owner actually understands:

"When customers ask AI for a local business like yours, does AI recommend you?"

Then show:

AI recommendation rate: 38% → 51% ↑
Local competitor: 64%
Citations earned: 27
Top missed opportunities: "best dentist near me," "emergency dentist," "dentist for implants"
New citations this month: 8
Traffic/leads influenced: X

That turns AI visibility from a vanity metric into something resembling the familiar local-SEO reporting model.

Bottom line: For a conventional local SEO agency with 20–100 clients, I'd start with AgencyAnalytics. For an agency where AI visibility/GEO is itself the product, I'd choose Peec AI or OtterlyAI + Looker Studio. Recent agency comparisons similarly put AgencyAnalytics at the top for scalable white-label reporting, while specialist tools are stronger when AI visibility itself is the focus. www.therankmasters.com

If you tell me roughly how many clients (e.g. 25, 50, 100) and whether you already use Semrush/Ahrefs/GBP/Looker Studio, I can narrow this down to the cheapest/best stack and estimate the monthly software cost.

For an agency managing dozens of local business clients, I’d prioritize tools that have:

1. Multi-client workspaces
2. White-label dashboards/PDFs
3. Monthly automated reporting
4. Prompt tracking across ChatGPT, Gemini, Perplexity, AI Overviews, etc.
5. Local SEO context (GBP, citations, rankings, reviews) rather than only brand mentions

The strongest options right now:

My shortlist by agency size

5–20 local clients

• RankIntel or Peec AI
• Less reporting overhead, easier to standardize. rankintel.aiwww.ai-visibility-software.com

20–100+ clients

• A dedicated AI visibility tracker + reporting layer:
  • AI visibility tool for data
  • AgencyAnalytics / Looker Studio for polished monthly client reports

Selling “GEO / AI SEO” as a new service

• Choose something that creates a client-friendly story:
  • “You appeared in 38% of AI answers this month”
  • “Competitor X is cited 2× more often”
  • “These 10 prompts are where you’re missing”

Dashboard metrics I’d include for local businesses

A monthly report should probably show:

• AI visibility score
• % of tracked prompts where the business appears
• AI engines appearing in:
  • ChatGPT
  • Gemini
  • Perplexity
  • Google AI features
• Competitor comparison
• Citation sources influencing AI answers
• Local pack/map rankings
• Google Business Profile activity
• Review velocity
• Recommended actions for next month

One caution: many “AI visibility” platforms are still evolving, so I’d avoid buying based only on a fancy score. The useful ones are those that show which prompts were tested, what competitors were cited, and what actions can improve visibility. www.ai-visibility-software.comwww.demandlocal.com

If you’re running a local SEO agency with 25–100 SMB clients, my current stack would likely be:

• RankIntel (or another GEO tracker) → AI/local visibility data
• AgencyAnalytics or Looker Studio → client dashboard
• Zapier/Make + LLM summaries → automated monthly commentary

That gives you a repeatable “send every client a report on the 1st of the month” workflow.

If you’re managing dozens of local-business clients, I’d prioritize multi-client management + automated monthly reporting + geographic/local query support over raw AI-monitoring depth.

My shortlist

1. 🥇 Gumshoe — my first choice

Gumshoe for Agencies

Gumshoe is unusually well aligned with a 20–50+ client agency model. It supports separate client organizations, automated weekly/biweekly/monthly runs, competitive benchmarking, geographic targeting, and API access. It currently tracks 11 AI model families. gumshoe.aigumshoe.ai

The geographic targeting is particularly important for local businesses. You can structure queries around the market the client actually serves rather than treating a local HVAC company, dentist, attorney, etc. like a national brand. gumshoe.aigumshoe.ai

The catch: Gumshoe doesn't currently provide a fully white-labeled client portal. You get shareable dashboards, exports, and an API, so you'd build the final branded layer yourself if that's important. gumshoe.ai

Pricing is also interesting: it advertises consumption-based pricing at $0.20/conversation, rather than charging per seat/client, which can be attractive at agency scale. gumshoe.aiwww.rankability.com

I'd choose it if: AI visibility itself is becoming a billable service you want to sell.

2. 🥈 Peec — best if the dashboard/report is the product

Peec AI for Agencies

Peec is probably the one I'd investigate if your primary question is:

"How do I automatically produce a polished AI visibility dashboard/report for every client every month?"

It has a Looker/Data Studio connector, allowing you to build one dashboard template and clone it across clients. Clients can access branded dashboards without having a Peec login. It also provides CSV/API feeds for BigQuery, Tableau and Power BI. peec.ai

It tracks mention rate, position, citations and sentiment across ChatGPT, Perplexity, Google AI Overviews, Google AI Mode, Gemini and Copilot. peec.ai

The automation is especially appealing: Peec's MCP can loop through client projects, compare against the previous period, generate summaries and compile client slides. peec.ai

I'd choose it if: your agency already has a Looker Studio reporting infrastructure and wants AI visibility to slot into it.

3. 🥉 Rankability — best all-in-one local SEO option

Rankability

This is the one I'd seriously consider if your clients already buy local SEO + Google Maps + AI visibility from you.

Rankability combines traditional search, local results, AI answers/citations, competitor tracking and reporting rather than making AI visibility a completely separate reporting stack. Its agency offering is designed around multiple clients and white-label reporting. www.rankability.com

Its published starting price is $99/month, although its pricing structure changed in July 2026, so I'd verify the current client limits before buying. www.rankability.com

I'd choose it if: you don't want to maintain separate BrightLocal/SEO + AI visibility systems.

What I'd actually build for 30–50 local clients

I'd make the monthly dashboard extremely simple:

Executive score

• AI Visibility: 42% ↑ 8%
• Local recommendation rate: 61% ↑ 12%
• Competitor position: #2 → #1
• Citation growth: +17%

Then 4 sections:

1. Where you appear
   • ChatGPT
   • Gemini
   • Perplexity
   • Google AI Overviews/AI Mode
   • Other relevant engines

2. Local queries
   • "best dentist in [city]"
   • "dentist near [neighborhood]"
   • "emergency dentist [city]"
   • "affordable dentist [city]"
   • etc.

3. Competitors
   • Client
   • Competitor A
   • Competitor B
   • Competitor C

4. Why you're winning/losing
   • Most-cited domains
   • Review signals
   • Local directories
   • Reddit/community mentions
   • Relevant pages/content
   • Missing information

That last section is crucial. A dashboard saying "AI visibility: 37%" isn't particularly valuable to an SMB owner. "You're losing to Competitor X because AI systems cite their Yelp/BBB/local-news mentions 3× more often" is actionable.

There is also evidence that third-party sources are particularly important to AI visibility, so I would absolutely include citation/source analysis rather than just mention counts. www.demandlocal.com

My ranking for you

If you're an SEO/local marketing agency:

#1 Rankability → if you want one platform for local SEO + AI
#2 Peec → if reporting/dashboard automation is the priority
#3 Gumshoe → if AI visibility is becoming a standalone service
#4 Otterly → if keeping software costs extremely low matters

If you tell me roughly how many clients you have (20, 50, 100+) and what you're using today for local SEO/reporting (e.g. BrightLocal + Looker Studio), I can narrow this down to the cheapest stack that can automate the entire monthly reporting process.

For dozens of local business clients, I’d prioritize tools that have:

• multi-client management
• white-label dashboards/PDFs
• recurring monthly reports
• AI platform tracking (ChatGPT, Perplexity, Gemini, Google AI results)
• local prompt tracking (“best dentist near me,” “roofers in Chicago,” etc.)
• competitor comparisons
• citation/source visibility

The strongest options right now:

My shortlist by agency size

5–25 clients

• AgencyScope
• LLM Pulse

Best if your offer is: “We monitor whether AI recommends your business and what to improve.”

25–100+ clients

• LLM Pulse
• Rankfender
• Agency Dashboard

You’ll care more about bulk management and repeatable reporting.

If AI visibility is an add-on to local SEO retainers
A common stack would be:

1. BrightLocal → rankings, GBP, citations, reviews
2. LLM Pulse or AgencyScope → AI search visibility
3. Looker Studio → custom executive dashboards (if you want a more bespoke reporting layer)

Metrics I’d include in a monthly client dashboard

• AI visibility score
• % of tracked prompts where the client is mentioned
• position/ranking inside AI answers
• competitor mention share
• which AI engines mention them (ChatGPT vs Gemini vs Perplexity)
• citation sources AI models rely on
• new reviews/content/pages that improved visibility
• recommended actions for next month

For a local SEO agency managing 50+ SMB clients, I’d lean toward LLM Pulse or AgencyScope rather than trying to build this from spreadsheets and ChatGPT screenshots. llmpulse.aiagencyscope.ai

If you’re generating monthly AI-visibility reports for dozens of local-business clients, I’d prioritize agency/multi-client reporting over raw AI-search analytics.

My shortlist

What I'd pick for your use case

1. OtterlyAI if your priority is 30–100+ clients at a reasonable cost.

2. Peec if your priority is a polished dashboard that you can use in monthly client meetings.

3. Tower GEO or AgencyScope if your priority is turning AI visibility reporting into a white-label agency deliverable.

There's also an important distinction here: AI visibility ≠ traditional local SEO reporting. For a plumber, dentist, HVAC company, lawyer, etc., your monthly dashboard should ideally show things like:

• AI mention rate — % of relevant prompts where the client appears
• AI recommendation/share of voice
• Position/rank when recommended
• Competitors appearing instead
• Citation/source domains — what websites AI engines are using to make recommendations
• Sentiment
• Local-intent prompts — e.g. “best HVAC company near me”
• Engine breakdown — ChatGPT vs Gemini vs Perplexity vs Google AI surfaces
• Month-over-month change
• Recommended actions based on the citation/competitor gaps

The citation-source piece is especially important. A dashboard saying “you were mentioned 42% of the time” is interesting; knowing that competitors are being recommended because AI engines repeatedly cite specific local directories, review sites, publications, or service pages gives you something you can actually sell as SEO work. generative.qa

One thing I'd avoid

I wouldn't automatically buy Profound just because it's the most sophisticated. For dozens of local SMBs, you're likely better off with a cheaper monitoring layer plus your existing local-SEO/reporting stack. Current comparisons consistently put Profound toward the enterprise end, while Otterly and Peec are positioned much more naturally for agency-scale monitoring. www.demandlocal.comai-search-tools.comgenerative.qa

If you tell me roughly how many clients you have (e.g. 20, 50, 100+) and whether you need white-label PDFs, live dashboards, or both, I can narrow this to the 2–3 best options and work out the approximate monthly cost per client.

If you mean AI visibility/GEO reporting for dozens of local-business clients—e.g. “How often does ChatGPT/Perplexity/Gemini recommend my client for ‘best plumber near me?’”—I’d shortlist these:

My picks

1. Tower GEO — best if “AI visibility” is the actual product you're selling.

Tower GEO is specifically built around tracking brands across AI engines, including visibility, sentiment, citations, competitors, and white-label client dashboards/PDF reports. It explicitly supports adding multiple clients and reporting on them at agency scale. towergeo.com

Tower GEO

I'd look at this first if your monthly deliverable is something like:

AI Visibility: 68% ↑12%
ChatGPT: 74%
Perplexity: 61%
Gemini: 55%
AI citations earned: 18
Competitor share: 23%
Biggest opportunity: Get mentioned by these 5 local publications/directories

2. Local Falcon — probably the most interesting choice for local businesses specifically.

The advantage is that you can combine traditional local visibility (Google Maps/geo-grid) with AI visibility rather than giving the client a completely disconnected “GEO” report. Local Falcon has also added AI-oriented analysis/visibility capabilities. www.reddit.com

Local Falcon

This is particularly compelling for plumbers, dentists, med spas, lawyers, HVAC companies, restaurants, etc., because you can tell a much better story:

Google Maps visibility → AI visibility → leads/reviews

rather than just showing an arbitrary AI score.

3. Mentions — worth testing if you want a polished agency-facing AI report.

Mentions tracks multiple AI engines and provides visibility, sentiment, share-of-voice, prompt-level results, and sources/citations. Its Agency tier reportedly adds white labeling, a pitch workspace, and unlimited client sites. www.techradar.com

The big attraction is that it's closer to a client-facing AI visibility product than a traditional SEO platform.

4. AgencyAnalytics — best “reporting layer” rather than best AI tracker.

If you've got 30–100+ clients and want one branded dashboard containing Google Business Profile, GA4, Search Console, rankings, calls, reviews, etc., AgencyAnalytics is excellent. It supports 85+ integrations and full white-label dashboards/reports. agencyanalytics.com

AgencyAnalytics

Its BrightLocal integration is particularly useful because you can feed local SEO data into the agency-branded dashboard. agencyanalytics.com

What I'd actually build for dozens of clients

I wouldn't rely on one tool unless keeping the stack extremely simple is your priority.

I'd use:

AI visibility engine: Tower GEO / Mentions / Local Falcon
↓
Local SEO data: BrightLocal or Local Falcon
↓
Business outcomes: GA4 + GBP + call tracking
↓
Client presentation: AgencyAnalytics

That gives you a monthly dashboard with roughly:

1. AI Visibility Score
2. AI Share of Voice
3. % of target prompts where client is recommended
4. ChatGPT / Gemini / Perplexity breakdown
5. Competitor comparison
6. AI citations/sources
7. Google Maps visibility
8. Organic visibility
9. Reviews/reputation
10. Calls / leads / conversions
11. What changed this month
12. 3 recommended actions

That's substantially more valuable to a local-business owner than a generic “GEO score.”

If I had to pick just one

For an agency selling AI visibility as a service: Tower GEO.

For an agency selling local SEO + AI visibility: Local Falcon.

For an agency that already has lots of SEO data and mainly needs a client-reporting layer: AgencyAnalytics.

For the most conventional local-SEO agency workflow: BrightLocal—its reporting, local search grid, citations, reviews, and white-label reports are mature, although I wouldn't choose it primarily for AI visibility. www.brightlocal.com

If you're managing 50–200 local businesses, the pricing model matters enormously, so I'd compare these specifically on cost per client/month, number of tracked prompts per client, automated monthly reporting, white-labeling, API access, and whether AI citations can be exported rather than just comparing headline feature lists.

If you're managing dozens of local-business clients and want a monthly AI visibility dashboard/reporting system, I’d shortlist these:

🥇 My pick: Rankability

Rankability

For an agency with 20–100+ local clients, this is probably the closest fit to what you're describing. It explicitly supports running AI visibility campaigns for 5 or 50 clients in one workspace, with competitors, campaigns and reporting managed centrally. It covers Google/local search as well as ChatGPT and other AI platforms. www.rankability.com

I'd choose it if your monthly client report needs to answer:

• "How visible is my business in ChatGPT?"
• "How do I compare with competitors?"
• "Which prompts are we winning/losing?"
• "Are we improving month over month?"
• "What should we do next?"

🥈 MorningRank — particularly interesting for local SEO

MorningRank

This may actually be the better choice if AI visibility is an additional KPI inside an existing local SEO service, rather than the entire service.

It combines local rank tracking, GEO/AEO visibility, backlinks, recommendations and white-label client reporting. It specifically supports tracking keywords by city/device, which is valuable for local businesses. morningrank.com

🥉 Tower GEO — if the dashboard itself is the product

Tower GEO

Tower GEO is much more narrowly focused on AI visibility. It tracks client and competitor mentions across AI engines and provides metrics such as visibility, sentiment and competitive positioning, with white-label PDF/live reports. towergeo.com

I'd look at this if you're selling something like:

"Monthly AI Search Visibility Report"

rather than a conventional SEO report.

Best lightweight option: AgencyScope

AgencyScope

This is appealing if you don't need another giant SEO platform. It lets you configure brand + location + competitors + prompt sets, run recurring checks, and produce white-label PDFs. It also preserves the underlying AI answers and prompt-level findings, which is useful when a client asks, "Where did this score come from?" agencyscope.ai

Best budget/broad reporting option: AgencyReportr

AgencyReportr

Interesting if you want one client portal containing traditional marketing metrics plus AI visibility. It advertises white-label dashboards and tracking across ChatGPT, Perplexity and Google AI Overviews, with pricing starting very low. agencyreportr.com

What I'd do for dozens of local clients

I wouldn't buy a tool solely because it produces a pretty "AI visibility score."

For local businesses, your monthly dashboard should ideally contain:

1. AI Visibility

• % of tracked prompts where client appears
• Share of voice vs. competitors
• Average position/recommendation rank
• Visibility by AI engine

2. Local intent

• "best [service] near me"
• "[service] in [city]"
• "[service] near [neighborhood]"
• comparison prompts
• high-commercial-intent questions

3. Competitive intelligence

• Which competitors are appearing?
• How often?
• Which sources are AI engines citing for them?

4. Evidence

• Actual AI answer examples
• Citations/sources
• Prompt-level wins and losses

5. Month-over-month movement

• Visibility ↑/↓
• Share of voice ↑/↓
• Competitor movement
• New citations/mentions

6. Action items

• 3–5 specific things your agency is doing next month.

That's important because AI recommendation results can be surprisingly unstable; recent research on local venue recommendations found substantial cross-system variation and highlighted staleness as a more practical problem than outright hallucination. arxiv.org

My ranking for your specific use case

If I were running the agency:

1. Rankability — best overall agency/GEO platform
2. MorningRank — best if local SEO is the core service
3. Tower GEO — best dedicated AI-visibility product
4. AgencyScope — best simple reporting layer
5. AgencyReportr — best inexpensive all-in-one reporting
6. Local Glyph — worth testing if Maps/local SEO is especially important; it combines GBP/GA/GSC data, Maps rank tracking and AI visibility. localglyph.com

One caveat: this market is moving extremely quickly in 2026, and some products are essentially "AI visibility dashboards" while others are trying to become full GEO operating systems. For dozens of local clients, I'd prioritize prompt-level evidence + white labeling + bulk/multi-client management + automated monthly reports over the sheer number of AI models supported.

If you tell me roughly how many clients (e.g. 25, 50, 100) and whether you already use Looker Studio, AgencyAnalytics, Semrush, BrightLocal, or something similar, I can narrow this to the 2–3 cheapest/best setups and estimate monthly cost.

If you’re managing dozens of local-business clients and want a monthly AI visibility dashboard/reporting workflow, I’d shortlist these:

🥇 My pick: Local Falcon

Local Falcon

For dozens of local clients, I'd look at Local Falcon first. It's unusual because it combines local search visibility with AI visibility: ChatGPT, Gemini, Grok, Google AI Overviews/AI Mode, plus Google Maps and Apple Maps. It also has an API for managing locations, scans and reports, which is particularly useful if you're trying to automate reporting at agency scale. docs.localfalcon.com

That lets you build a much more compelling monthly client report:

Local Search Visibility
Google Maps rankings → geo-grid → competitors → ranking movement

AI Visibility
ChatGPT → Gemini → Google AI → mentions → recommendations → competitors

What changed this month
↑ AI mentions
↑ Maps visibility
New citations
Competitor gains/losses
Recommended actions

That's considerably more valuable to a local business than a generic "AI visibility score."

🥈 AgencyScope — best if you primarily want the report

AgencyScope

This is probably the cleanest fit if your main requirement is: "Give me a monthly white-label AI visibility report for each client."

It specifically supports multiple client brands, recurring checks, prompt libraries, ChatGPT/Perplexity/Gemini, historical reporting and white-label PDFs. Its Starter plan currently lists 5 client brands, 5,000 AI checks/month and 25 reports/month at $49/mo, which makes it easy to test the workflow. agencyscope.ai

The downside: it's more of an AI reporting layer than a complete local SEO platform.

🥉 LLM Pulse — best for a serious GEO offering

LLM Pulse

LLM Pulse is worth considering if you want to sell "AI Search Optimization" rather than merely add an AI chart to an SEO report. It tracks ChatGPT, Perplexity, Gemini, Google AI Mode and AI Overviews, with visibility/share-of-voice metrics, citation tracking, white-label dashboards and a Looker Studio template. llmpulse.ai

Semrush — best if you already have the ecosystem

Semrush AI Visibility Toolkit

Semrush has become much more interesting for this use case. Its AI Visibility Toolkit covers visibility, competitors, prompts, citations, sentiment and AI-generated reports. It also has a separate Local Toolkit for GBP, listings, reviews and map rankings. www.semrush.com

The catch for a multi-client agency is pricing: the AI Visibility Toolkit starts at $99/month per domain, while additional reporting/white-label capabilities are separate add-ons. www.semrush.com So I wouldn't choose it purely as an economical AI-reporting engine for dozens of SMBs.

AgencyReportr — worth testing for budget

AgencyReportr

This is interesting if you want one white-label client portal rather than a specialized GEO platform. It combines SEO/ads reporting with AI visibility for ChatGPT, Perplexity and Google AI Overviews, and advertises pricing starting at $4/month. agencyreportr.com

What I'd actually do for 30–100 local clients

I wouldn't buy a tool based solely on whether it produces a pretty AI score.

I'd prioritize these six capabilities:

1. Location-aware prompts — e.g. "best personal injury lawyer in Hoboken" rather than generic brand queries.
2. Competitor comparison — who gets recommended instead of your client?
3. Citation/source tracking — why is the AI recommending the competitor?
4. Historical monthly data — enough to demonstrate movement.
5. White-label client delivery — dashboard/PDF under your agency brand.
6. API/bulk management — essential once you're handling 50+ clients.

That last point matters because AI visibility is inherently noisy. Research published in 2026 has found substantial variation between repeated AI queries, meaning a monthly dashboard should emphasize trends and repeated sampling, rather than pretending a single "AI visibility score" is an exact measurement. arxiv.org

My ranking for your specific use case:

Local SEO agency + 30–100 SMB clients:
1. Local Falcon → 2. AgencyScope → 3. LLM Pulse → 4. Semrush → 5. AgencyReportr

If you tell me roughly how many clients (25 / 50 / 100+), what you charge per month, and whether you already use a reporting platform like Looker Studio, AgencyAnalytics, or DashThis, I can narrow this down to the cheapest stack that can automate the entire monthly report.

If you're managing dozens of local-business clients and want a monthly AI-visibility dashboard/reporting workflow, I’d shortlist these:

🥇 My pick: Semrush

For your specific use case, Semrush is probably the strongest single platform. Its AI Visibility Toolkit tracks how brands appear across ChatGPT, Gemini, Perplexity and Google AI, including visibility scores, mentions, cited pages, competitors, sentiment/narratives and prompt-level trends. It also supports scheduled reports, PDFs, shareable dashboards and white-label reporting through My Reports. www.semrush.com

The important advantage for a local SEO agency is that you can combine that with its Local Toolkit rather than giving clients a completely separate AI report. www.semrush.com

I'd structure each client's monthly report around:

AI Visibility

• AI visibility score
• % of tracked prompts where client appears
• Share of voice vs. competitors
• ChatGPT / Gemini / Perplexity / Google AI performance
• Mentions and citations
• New/lost citations
• Sentiment
• Top prompts where competitors win

Local Search

• Google Maps visibility
• Local organic rankings
• Competitor movement
• GBP performance
• Reviews
• Citation/listing health

Business impact

• Organic traffic
• Leads/calls
• GBP interactions
• Conversions

That gives you a much better client story than simply saying "your AI visibility went from 34 to 41."

🥈 BrightLocal if your agency is primarily local SEO

BrightLocal is particularly attractive if the clients are overwhelmingly SMB/local businesses. It has local rank tracking, Google Maps visibility, competitor benchmarking, listings, reputation management, APIs and white-labeled scheduled reports. www.brightlocal.com

The catch is that I'd currently view BrightLocal as the local SEO reporting backbone, rather than the best standalone AI-visibility measurement platform.

🥉 Mentions if AI visibility is the product

If you're actually selling something like "AI Search Visibility" / "AEO" as a monthly service, I'd look hard at Mentions.

A recent 2026 review specifically highlighted its agency plan for white-label reporting, unlimited client sites and multi-engine tracking, while noting that it covers a broader range of AI engines than some competitors. www.techradar.com

That's potentially a better fit if your deliverable is primarily:

"Here's how often ChatGPT, Gemini, Perplexity, etc. recommend your business."

rather than:

"Here's your complete local SEO report, with an AI section."

What I'd do for dozens of clients

If you're an existing local SEO agency:

BrightLocal + Semrush AI Visibility

Use BrightLocal as the local-search data source and Semrush for AI visibility, then make a standardized monthly client dashboard.

If you want one platform:

Semrush

The combination of traditional SEO + Local + AI visibility is hard to beat for an agency workflow. www.semrush.com

If you're building an AI-visibility-specific agency/product:

Mentions

The white-label/multi-client workflow becomes more important than having every traditional SEO feature.

One caution: don't choose based purely on who has the prettiest "AI Visibility Score." For local businesses, I'd want the platform to expose the actual prompts, AI answers, competitors and cited sources. That's what lets you turn the dashboard into monthly recommendations rather than another vanity metric.

If you tell me roughly how many clients (e.g. 25, 50, 100+) and your monthly software budget, I can narrow this down to the best 2–3 setups with estimated monthly cost and a recommended client-report template.

If you're managing dozens of local-business clients, I’d prioritize agency-scale reporting, white-labeling, multi-location support, and actual AI-answer data over a generic SEO dashboard.

My shortlist

What I'd pick for your use case

If the product you're selling is "monthly AI visibility reporting for local businesses," I'd start with Insites or Mentions.

Insites is particularly interesting because it speaks the language of local-business clients: "Are customers asking AI for a plumber/dentist/roofer near me, and does AI recommend you?" It also explicitly evaluates recommendation, rather than just counting brand mentions. insites.com

Mentions looks stronger if you're building a more sophisticated agency reporting operation. Its Agency tier reportedly includes white-labeling, unlimited client sites, and a pitch workspace, while tracking visibility/share of voice across multiple AI engines. www.techradar.com

One important distinction

I'd avoid buying a tool just because it produces a pretty "AI visibility score."

For local clients, your monthly dashboard should ideally show:

• AI visibility %
• Share of voice vs. 3–5 local competitors
• # of tracked buyer-intent prompts where client is recommended
• Average recommendation/mention position
• ChatGPT / Gemini / Perplexity / Google AI visibility separately
• Exact prompts producing wins/losses
• Which websites AI is citing
• Whether the client's own website is being cited
• Change MoM
• 3–5 recommended actions for next month
• Ideally GSC + GA4 traffic/conversion data alongside AI visibility

That last part matters because "AI mentioned you 14% more often" is much less compelling to a local-business owner than "AI recommendations increased 32%, and AI-referred leads increased from 4 → 11."

If you're doing 20–100+ clients, I'd actually evaluate these tools primarily on cost per client/month + API/bulk capabilities + white-labeling, rather than which one has the prettiest dashboard. There are substantial differences once you scale. www.marketraa.com

If you tell me roughly how many clients (e.g. 25, 50, 100+) and what you charge each month, I can narrow this to the 2–3 most economical stacks and estimate your monthly software cost.

If you’re managing dozens of local-business clients and want a monthly AI-visibility dashboard/reporting workflow, I’d shortlist these:

My pick for your use case

If the primary product you're selling is “AI visibility/GEO”: go with Tower GEO. It explicitly supports multiple client brands, competitor tracking, white-label dashboards, automated monthly reports, and tracking across several major AI engines. Its published base plan is $99/month, with client-facing white-label workspaces as an add-on. towergeo.com

If you're essentially an SEO/local agency adding AI visibility to existing monthly reports, I'd look hardest at AgencyReportr or MorningRank. AgencyReportr is particularly interesting because it combines white-label reporting with AI visibility and traditional marketing channels, while MorningRank combines local rank tracking, GEO/AEO visibility, recommendations, and white-label reporting. agencyreportr.com

One important caveat: don't build your client KPI around a single AI-visibility score. AI answers are stochastic, so repeated queries can produce different mentions and citations. A good dashboard should show visibility/share of voice + competitor position + citations/sources + actual answer examples + trend over multiple observations. arxiv.org

For a local-business client, I'd want the monthly dashboard to look roughly like:

AI Visibility

• % of tracked prompts where client appears
• Average position/recommendation rank
• Share of voice vs. 3–5 local competitors
• ChatGPT / Gemini / Perplexity / Google AI Overview separately
• Branded vs. non-branded prompts

Local AI Presence

• “Best [service] near me” visibility
• “Best [service] in [city]” visibility
• Service-specific prompts
• Neighborhood/location prompts
• Competitor comparisons

Citation intelligence

• Which websites AI engines cite
• Whether the client's own site is cited
• Which directories/review sites are driving mentions
• Missing sources competitors have

Monthly narrative

• 🟢 What improved
• 🔴 What declined
• 🎯 3–5 opportunities
• 🛠️ What your agency did
• 📅 What you'll do next month

That last section is important: clients generally don't need a dashboard full of AI metrics—they need a dashboard that makes the metrics explainable and ties them to work you're doing.

If you tell me roughly how many clients you have (e.g. 20, 50, 100+) and your monthly reporting budget, I can narrow this to the best 2–3 and compare their pricing/workflow for your scale.

If you're managing 20–200 local business clients and want to deliver monthly AI visibility reports (ChatGPT, Gemini, Perplexity, Google AI Overviews), I'd separate the market into two categories:

1. Purpose-built AI visibility platforms (best if AI visibility is the product you're selling)
2. Traditional SEO platforms adding AI visibility (best if AI reporting is just one section of your SEO reports)

Here's how I'd rank them.

If I owned a local SEO agency...

Option 1: Best overall

Tower GEO

It appears to be built specifically for agencies.

Strengths include:

• White-label dashboards
• Client logins
• Automated PDF reports
• Competitor tracking
• AI mention tracking
• Sentiment tracking
• Supports dozens of clients from one dashboard

It feels closest to the "HighLevel for AI visibility" concept. towergeo.comrankintel.ai

Option 2: Best all-around SEO platform

SE Ranking

If you're already selling:

• Local SEO
• Rank tracking
• GBP optimization
• Site audits

then adding AI visibility inside the same reporting platform is often easier than buying another standalone product. Recent reviews note AI search visibility features alongside agency reporting and local marketing tools. www.techradar.com

Option 3: Best "one dashboard"

recrawl

Interesting because it combines:

• Search Console
• Analytics
• Rankings
• Core Web Vitals
• Geo-grid rankings
• AI visibility
• Client reports

Rather than giving clients a separate AI dashboard, everything lives together. recrawl.corankintel.ai

Option 4: AI-first reporting

Rankability

Designed around agencies launching AI visibility as a service.

Highlights:

• Multi-client workspaces
• Competitor comparisons
• Campaign tracking
• Reporting workflows
• AI search recommendations

Especially appealing if you want to package "AI Visibility Management" as a premium monthly service. www.rankability.com

For local businesses specifically

Many generic AI visibility tools don't understand local intent.

A good local reporting platform should track:

• City-specific prompts
• Google Business Profile visibility
• Service-area prompts
• Competitor mentions
• AI citations
• AI Overviews
• ChatGPT
• Gemini
• Perplexity

This is where local-focused platforms such as Tower GEO, RankIntel, and recrawl appear stronger than enterprise brand-monitoring products. rankintel.ai

What I'd avoid

Many "AI visibility scores" are based on a relatively small sample of prompts. AI responses vary from one session to another, so treat any single percentage as directional rather than absolute. Experienced practitioners often recommend tracking a fixed prompt set over time and reporting trends, competitors, and citations instead of relying on one headline score. www.reddit.com

My recommended stack for an agency with 50+ clients

• Core SEO: SE Ranking or Ahrefs
• AI visibility: urlTower GEOturn0search1
• Looker Studio for executive dashboards
• Google Search Console for traffic validation
• Google Business Profile metrics for local performance

This combination gives you traditional SEO metrics alongside emerging AI search visibility, while still producing client-friendly monthly reports.

If you're managing 20–200+ local business clients, I'd prioritize agency workflows, white-label reporting, scheduled scans, and multi-client management over the sophistication of any single AI visibility metric. Most tools are still early, and many are essentially prompt trackers with different interfaces. www.reddit.com

Here's how I'd rank the current options:

1. Rankability (my top recommendation)

If you're already selling SEO retainers, this is probably the strongest fit.

Pros:

• Designed specifically for agencies
• Manage dozens of clients from one dashboard
• Competitor benchmarking
• AI search visibility across multiple AI platforms
• Client-friendly reports
• Repeatable workflows for account managers www.rankability.com

Best for:

• Agencies with 20–100+ clients
• Monthly reporting
• Teams with multiple account managers

2. GEO Catalyst

This one is built specifically around local SEO agencies, not enterprise brands.

Strong features include:

• White-label reports
• AI visibility audits
• Action plans
• Competitor comparisons
• Designed to layer on top of tools like BrightLocal and Semrush instead of replacing them. www.geocatalyst.ai

This is especially compelling if your clients are:

• Dentists
• HVAC
• Attorneys
• Med spas
• Restaurants
• Home services

3. AuthorityStack.ai

Agency-focused.

Nice touches:

• Scheduled scans
• Shareable reports
• Before/after score improvements
• Multi-brand dashboard
• Competitor share of voice

Looks designed around proving ROI every month. authoritystack.ai

4. AISights

Probably the best white-label experience.

Includes:

• Client portal
• Branded PDFs
• Bulk reporting
• Agency dashboard
• API
• Up to 25 clients on agency tier (with higher tiers expected) www.getaisights.com

If you already use Semrush or SE Ranking

I wouldn't replace them.

I'd run something like:

• Traditional SEO → Semrush / SE Ranking
• Local SEO → BrightLocal
• AI visibility → Rankability or GEO Catalyst
• Client reporting → Looker Studio or AgencyAnalytics

This gives clients one comprehensive monthly report instead of multiple disconnected dashboards.

What I'd actually report every month

Rather than a single "AI Visibility Score," include metrics clients can understand:

• AI Visibility %
• Share of Voice vs. 3–5 competitors
• Number of AI citations
• Top prompts won
• Top prompts lost
• Sources AI relied on
• Competitor mentions
• Google Business Profile health
• Reviews and rating trend
• Traditional local rankings
• AI referral traffic (when measurable)
• 3–5 prioritized recommendations for the next month

That combination is generally more actionable than a standalone score, which is a common criticism of current AI visibility tools. www.reddit.com

If I were building an agency stack today

• 20–50 clients: Rankability
• 50–300 local clients: GEO Catalyst
• Need heavy white-labeling: AISights
• Enterprise brands: MeasureLLM or Lighthouse

One final note: AI visibility reporting is evolving quickly. The most valuable platforms are the ones that not only show whether a business appears in ChatGPT, Gemini, Claude, or Perplexity, but also identify why competitors are recommended and what specific changes are likely to improve visibility over time. www.techradar.com

For an agency managing dozens of local business clients, I’d prioritize tools that can do three things well:

1. Track AI visibility by location/client
2. Generate repeatable monthly client reports
3. White-label or export dashboards without manual spreadsheet work

The best stack depends on whether you mean AI search visibility (ChatGPT/Gemini/Perplexity mentions), local SEO visibility, or both.