ChatGPT answers, unedited

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.

My picks by agency size

1–20 clients

• BrightLocal + Local Falcon
• Add Semrush AI Visibility for your premium clients

20–100+ local clients

• AgencyAnalytics as the client-facing dashboard layer
• BrightLocal/Local Falcon as data sources
• Semrush AI Visibility for AI-search-specific reporting

Selling “AI visibility optimization” as a premium service

• Semrush AI Visibility is currently one of the more mature options because it includes AI platform tracking, competitor benchmarking, and prompt-level reporting. www.semrush.com

Dashboard metrics I’d include in a monthly client report

AI Visibility

• % of tracked prompts where client appears
• Competitor comparison
• AI platforms where they appear (ChatGPT, Gemini, Perplexity, etc.)
• Sentiment/context of mentions
• New citations/sources discovered

Local SEO

• Google Business Profile visibility
• Map pack rankings by grid
• Review velocity and rating
• Citation/listing health
• Organic traffic/leads

Client-friendly “executive summary”

• “You appeared in 18/50 AI recommendations this month”
• “Visibility improved +12% vs. competitors”
• “Top opportunities: services, neighborhoods, missing citations”

One thing to watch: many “AI visibility scores” are still proprietary metrics, so I’d avoid presenting a single score as the whole story. Pair it with actual tracked prompts, competitor comparisons, and lead metrics. www.reddit.com

If you’re running a local SEO/GEO agency, my likely setup would be:
AgencyAnalytics (dashboard) + BrightLocal (local data) + Local Falcon (geo maps) + Semrush AI Visibility (AI search layer).

If you're managing dozens of local business clients, I'd prioritize platforms that are built for agency workflows (white-label reports, bulk client management, scheduled reporting) rather than tools aimed at a single brand.

Here's how I'd rank the current options.

Best overall: Rankfender

If your primary deliverable is monthly AI visibility reports, this is probably the closest thing to "set it and forget it."

Strengths:

• Automated monthly report generation
• White-label PDFs
• Client portals
• Share of Voice tracking
• Competitor comparisons
• Google Search Console and GA4 integration
• Scheduled email delivery

It's clearly designed for agencies that need to scale reporting rather than manually building decks. rankfender.com

Best if AI visibility is a new service: Tower GEO

Tower GEO is built around monitoring:

• ChatGPT mentions
• Gemini
• Claude
• Perplexity
• sentiment
• citation frequency
• competitor gaps

Its reporting is agency-focused and emphasizes showing clients why visibility changed, not just whether it did. towergeo.com

Best if you already run SEO retainers: Semrush

If your agency already lives inside Semrush, adding its AI Visibility Toolkit is attractive because clients get:

• SEO rankings
• Local SEO
• backlinks
• AI visibility
• competitive research

in one reporting ecosystem instead of another subscription. Recent reviews consider it one of the strongest integrated enterprise solutions, although it's more expensive than AI-only tools. www.techradar.com

Best budget option

RankPigeon is interesting if your clients mostly care about Google AI Overviews.

It focuses on:

• AI Overview appearances
• keyword tracking
• branded monthly reports
• unlimited clients on one plan

It's narrower than the others but much cheaper. rankpigeon.com

What agencies are actually putting in these reports

From agency discussions, clients tend to respond best to reports that include:

• AI Share of Voice versus competitors
• Brand mention rate across ChatGPT, Gemini, Perplexity, and Google AI
• Top prompts where the client appears
• Citation sources AI is using
• Month-over-month trend
• Competitor gains/losses
• Recommended next actions

Many agencies report that manually checking prompts and taking screenshots doesn't scale beyond about 15–20 clients, which is why dedicated AI visibility platforms are gaining traction. www.reddit.com

My recommended stack for 50–200 local clients

• Core reporting: urlRankfenderturn0search0
• SEO & local rankings: Semrush or SE Ranking
• Local map tracking: Local Falcon
• Dashboarding: Looker Studio
• Monthly PDF automation: Native reporting from Rankfender or Looker Studio

That combination gives clients a single monthly report covering traditional local SEO, map rankings, and AI visibility without requiring manual screenshots or slide decks.

If you're managing dozens of local business clients and want to deliver monthly AI visibility reports (e.g. visibility in ChatGPT, Gemini, Claude, Google AI Overviews, Perplexity, etc.), the market is still evolving. Most tools specialize in either enterprise AI search optimization or local SEO, so the best choice depends on how automated and client-facing you need the reporting to be.

Here's how I'd break it down:

Top recommendation for agencies

If you're serving 20–200 local businesses, I'd build your reporting stack around:

• BrightLocal for:
  • Google Business Profile performance
  • Local rankings
  • Citation tracking
  • Review monitoring
  • White-label client reports

• Otterly.AI or Goodie AI for:
  • AI search visibility
  • Prompt monitoring
  • Brand mentions across LLMs
  • AI answer tracking

Then combine both into a dashboard using:

• Looker Studio
• AgencyAnalytics
• Databox

This gives clients one monthly report instead of multiple disconnected PDFs.

If you want fully automated monthly reports

The strongest options are:

• AgencyAnalytics
• DashThis
• Whatagraph

These already automate:

• scheduled PDFs
• branded reports
• client portals
• multi-location reporting
• agency management

You can augment them with AI visibility metrics if your AI monitoring tool exposes an API or supports exports.

Metrics worth including

For AI visibility, a monthly dashboard is most useful if it tracks more than a single "score." Consider including:

• AI visibility score
• ChatGPT mention frequency
• Google AI Overview appearances
• Gemini mentions
• Perplexity citations
• Claude mentions (where measurable)
• Competitor share of AI answers
• Sources AI models cite most often
• Top prompts monitored
• New prompt wins/losses
• Brand sentiment in AI responses
• Google Business Profile metrics
• Local pack rankings
• Review growth
• Website traffic from AI referrers (where available)

Budget guidance

• Under $300/month: BrightLocal + Otterly.AI + Looker Studio
• $300–1,000/month: AgencyAnalytics + Goodie AI
• $1,000+/month: Profound or Goodie AI alongside an enterprise reporting platform

For agencies focused on SMBs and local businesses, a stack of BrightLocal + an AI visibility tracker + AgencyAnalytics currently offers one of the best balances of automation, scalability, and white-label reporting without requiring extensive custom development.