ChatGPT answers, unedited

For an agency that needs to aggregate AI assistant visibility across regions, manage multiple clients, and produce client-ready analytics, I’d shortlist tools based on four things:

1. Multi-client / multi-location management
2. Coverage across AI assistants (ChatGPT, Claude, Gemini, Perplexity, Google AI features, etc.)
3. Regional segmentation (country, language, market, location-level prompts)
4. White-label reporting (PDFs, dashboards, client portals)

Here are the strongest options:

My recommendation by agency type

1. SEO / digital agency with 20–500 clients

• Start with AgencyAnalytics AI Tracker if you already report SEO, PPC, and social metrics there. It keeps AI visibility inside the same client dashboard rather than creating another login. AgencyAnalytics

2. GEO/AEO-focused agency selling AI visibility retainers

• Look at DabaRank or similar AI visibility-first platforms. The important features are prompt portfolios per client, competitor share of voice, citations, and white-label exports. DabaRank

3. Enterprise / global clients across many countries

• Evaluate Profound. The differentiator is deeper measurement infrastructure: larger-scale prompt tracking and AI answer intelligence. OpenLens

Features I would require before buying

• Regional prompt tracking: - “best accounting firm in London”
• “top cybersecurity companies in Singapore”
• localized languages and market variants
• AI engine comparison: - ChatGPT vs Gemini vs Claude vs Perplexity visibility
• Citation analytics: - Which URLs are being cited?
• Which competitors are replacing your client?
• Historical trends: - visibility growth month-over-month
• share-of-answer changes
• Client deliverables: - branded PDF reports
• dashboards
• scheduled email reports
• API/export access if you want to build your own client portal

A practical agency stack many teams are moving toward is:

AI visibility tracker → BI/reporting layer → client dashboard → monthly executive summary

If your agency manages local businesses, franchises, or international brands, the deciding factor is usually not raw AI tracking—it is whether the tool can organize visibility by market + language + location + competitor set. DabaRank AgencyAnalytics

For a typical agency today, I’d start by testing AgencyAnalytics AI Tracker + DabaRank, then move to Profound when enterprise clients demand deeper measurement. DabaRank AgencyAnalytics OpenLens

If your priority is agency-scale aggregation + regional visibility + polished client reporting, I’d shortlist these:

My pick: AgencyAnalytics if you're selling reporting

AgencyAnalytics AI Tracker

Its big advantage is that AI visibility doesn't live in a separate GEO dashboard. You can put AI-search metrics alongside GA, Search Console, Google Ads, SEO and social data, then build customized, white-labeled client reports. That's much closer to what an agency account manager actually needs. agencyanalytics.com

If "across regions" is the critical requirement

I'd look harder at Peec AI or Profound. Peec is particularly interesting for multilingual/multi-market tracking, while Profound is oriented toward deeper AI-search intelligence and larger programs. Current comparisons generally put Peec in the mid-market/analytics category and Profound toward enterprise. mentionsapi.com

If you want an agency-native alternative

RISN AI is worth evaluating. It explicitly targets agencies managing multiple brands, with 8+ AI engines, competitive benchmarking, per-client reporting and recurring visibility data. risn.ai

One important distinction: don't evaluate these purely on "AI visibility score." For client reporting, I'd require prompt-level results, competitor share of voice, citations/sources, location/market segmentation, historical trends, and white-label exports. Otherwise you end up with an attractive score that is difficult to turn into a defensible client story. www.demandlocal.com

If you tell me roughly how many clients/regions you manage (e.g. 20 clients × 10 countries), I can narrow this to the best 2–3 and compare pricing, regional granularity, API access, and white-label capabilities.

For an agency managing multiple clients, regions, and AI engines, the “best” tool depends on whether you need monitoring only, white-label reporting, or a full AI visibility service delivery platform. The strongest fits right now are: www.semrush.comwww.demandlocal.com

My shortlist by agency model

1. SEO/digital agency with 20–200 clients

• Pick: AgencyAnalytics AI Tracker + your existing reporting stack
• Reason: clients already understand dashboards; AI visibility becomes another channel rather than another portal. agencyanalytics.com

2. GEO/AEO specialist agency selling AI visibility retainers

• Pick: Zumi, Peec AI, or Otterly.AI
• Reason: these are closer to a “client delivery engine” with multi-brand tracking and recurring reporting. www.zumihq.comwww.ai-visibility-software.comagencyanalytics.com

3. Enterprise marketing consultancy

• Pick: Profound
• Reason: deeper analytics and enterprise workflows matter more than low per-client cost. www.semrush.comwww.demandlocal.com

Features I would require before buying

• Multi-client workspaces (separate brands, competitors, prompts)
• Region/language segmentation (US vs UK vs EU, etc.)
• Tracking across ChatGPT, Gemini, Claude, Perplexity, Google AI features
• Citation/source tracking (not just “mentioned or not”)
• Share-of-voice benchmarking
• Scheduled exports
• White-label PDF/dashboard reporting
• API access if you want to blend with your BI stack

For a typical agency trying to turn AI visibility into a recurring client deliverable, I’d start with AgencyAnalytics if you already have reporting infrastructure, or Zumi/Peec AI if AI visibility itself is the product you’re selling. agencyanalytics.com

If your agency’s core need is “aggregate AI assistant visibility across countries/regions and turn it into polished client reporting,” my first pick is OtterlyAI.

My shortlist

Otterly specifically advertises dedicated country monitoring, tracking across ChatGPT, Google AI Overviews/AI Mode, Perplexity, Gemini and Copilot, plus automated reports and a Looker Studio connector. otterly.ai

Peec is particularly interesting if you want to aggregate the raw visibility data into your own reporting layer; agency comparisons highlight its CSV/API/Looker Studio-oriented workflow. www.therankmasters.com

Profound is the one I'd investigate for larger enterprise accounts where answer-level analysis, citations and deeper AI-search intelligence matter more than having the simplest agency workflow. www.seoforgpt.io

What I'd choose

For 5–50 client accounts: OtterlyAI
For a data/analytics-first agency: Peec
For enterprise GEO consulting: Profound
If you want your own reporting product/dashboard: Peec or Otterly + Looker Studio/API

One important distinction: don't evaluate these primarily on their headline “AI visibility score.” For client reporting, I'd require:

• Visibility/share of voice by country + language
• Prompt-level results
• Brand mention rate
• Average position/ranking
• Competitor share of voice
• Citation/source domains
• Sentiment/context of mentions
• Engine/model breakdown
• Historical trend data
• Multi-client workspaces
• White-label reports
• API/Looker Studio export
• Scheduled reporting

That combination is what turns “we track ChatGPT” into a repeatable agency deliverable. Current agency comparisons consistently emphasize multi-brand management, white-label reporting, API/BI integration and regional/platform coverage as the important differentiators. www.therankmasters.com

If you tell me how many clients you manage and which regions/AI assistants you need (e.g. US/UK/Canada × ChatGPT/Claude/Gemini/Perplexity), I can narrow this to the best 2–3 and compare their current pricing and capabilities.

If you mean AI assistant visibility as in tracking how often client brands appear in ChatGPT, Gemini, Claude, Perplexity, AI Overviews, etc., across multiple clients, regions, languages, and markets, the best agency tools are currently the ones built around multi-client workspaces + share of voice + citations + white-label reporting.

A shortlist:

My picks by agency type

1. Large SEO/content agency (50–500 clients)

• Start with AgencyAnalytics AI Tracker if you already have reporting infrastructure. agencyanalytics.compeec.ai
• Consider Peec AI if AI visibility itself is becoming a standalone service line. peec.ai

2. GEO/AI search consultancy selling retainers

• Searchable or Tower GEO are closer to the “sell → monitor → present → renew” workflow. towergeo.comwww.searchable.comllmpulse.ai

3. White-label agency model
Look for:

• custom branding/domain
• client portals
• scheduled PDF/report delivery
• regional prompt tracking
• competitor sets per market
• API/export access

LLM Pulse and Tower GEO explicitly emphasize white-label delivery. towergeo.comwww.searchable.comllmpulse.ai

Features I would require before buying

For regional client analytics, make sure it supports:

• Locale tracking: country, language, city/market prompts
• Model coverage: ChatGPT, Gemini, Claude, Perplexity, Google AI Overviews/AI Mode
• Prompt libraries: reusable industry templates
• Citation analysis: not just “mentioned/not mentioned”
• Competitor share of voice
• Historical trend data
• Client-safe narratives: “what changed and what to do next”
• API/BI exports: Looker Studio, Power BI, Tableau, BigQuery

A practical agency stack is often:

• AI visibility tracker → Peec / Searchable / Tower GEO
• Reporting layer → AgencyAnalytics / Looker Studio
• Strategy layer → your own GEO recommendations and content workflows

If you’re managing dozens of brands across countries, I’d prioritize Peec AI, AgencyAnalytics AI Tracker, or LLM Pulse; if you’re building a premium GEO retainer offering, I’d lean toward Searchable or Tower GEO. peec.ai

If your core requirement is “one agency workspace → aggregate AI assistant visibility across clients, regions, and models → produce polished client reporting,” I’d shortlist these:

My pick: LLM Pulse

LLM Pulse is probably the closest match to what you're describing. It supports separate client projects with prompts, competitors and locales, tracks visibility across ChatGPT, Perplexity, Gemini, Google AI Mode and AI Overviews, and exposes the data through white-label dashboards, Looker Studio, CSV/Excel and an API. llmpulse.ai

That's particularly useful if you're managing, say:

40 clients × 8 regions × 30 prompts × 5 AI surfaces

and want both portfolio-level aggregation and client-specific reporting rather than manually assembling screenshots.

If reporting is the #1 requirement

AgencyAnalytics AI Tracker is compelling because AI visibility becomes another channel inside the agency's existing reporting infrastructure. It combines AI visibility with other marketing data and produces client dashboards/reports, including competitive visibility comparisons. agencyanalytics.com

If you want a GEO service, not just analytics

Wellows is interesting because it explicitly structures the workflow around Track → Fix → Prove. It supports client-specific regions, prompts and competitors, then connects visibility gaps to content/outreach opportunities and performance history. wellows.com

One caveat

I'd evaluate regional query methodology very carefully. “Multi-region” can mean merely tagging a project with a location, versus actually executing localized prompts and measuring different AI responses by geography. For an agency selling international GEO/AEO, the latter is what matters.

My ranking for your use case:

1. LLM Pulse — strongest overall agency infrastructure
2. AgencyAnalytics AI Tracker — best reporting ecosystem
3. Wellows — best closed-loop GEO workflow
4. AI Peekaboo — good lean option
5. AgencyScope — best simple white-label reporting layer

If you're specifically looking for 10–100+ client accounts with regional rollups (US/UK/EU/etc.), API access, white-label dashboards, and automated monthly QBR reporting, I can narrow this down to the 2–3 platforms I'd actually buy and compare their pricing/economics.

If you mean an agency platform that can monitor AI-assistant visibility for many clients, segment it by geography, and turn it into client-facing reporting, I’d shortlist these:

My pick

For a typical SEO/digital agency: AgencyAnalytics AI Tracker. Its advantage isn't necessarily that it has the most sophisticated GEO measurement; it's that AI visibility sits alongside SEO, PPC, social, GA4, etc., and it supports portfolio-level tracking and customizable client reporting. agencyanalytics.comwww.getmentioned.copeec.ai

If regional/local AI visibility is the core requirement, I'd look hardest at GetMentioned and AuraScope. GetMentioned explicitly supports geographic targeting and prompt-level/source-level analysis, while AuraScope specifically markets the ability to see how AI answers differ by market and location. www.getmentioned.co

If you want the deepest agency-oriented AI measurement layer, Peec AI is particularly interesting. It supports client-ready branded dashboards without requiring clients to log in, plus CSV/API feeds into BigQuery, Tableau, or Power BI. Its MCP reporting layer can also automate recurring client summaries. peec.ai

What I'd require before buying

For your use case, I wouldn't evaluate these primarily on "how many AI models do you track?" I'd insist on:

1. Location-level prompting — country, state/region, city, or market.
2. Consistent prompt methodology so month-over-month comparisons mean something.
3. Portfolio dashboard — agency → client → region → assistant → prompt.
4. Share of voice + citation share, not just raw mentions.
5. Competitor benchmarking by market.
6. Source/citation tracking so strategists can actually act on the data.
7. White-label dashboards/PDFs and ideally client-accessible views.
8. API/export so you can combine AI visibility with GA4, GSC, CRM and revenue data.
9. Historical data and scheduled collection.
10. Assistant-specific reporting across ChatGPT, Gemini, Perplexity, Claude and Google AI Overviews where relevant.

One important caveat: AI answers are considerably more variable than conventional search rankings, so a credible platform should explain its sampling methodology rather than presenting a single "AI visibility score" as if it were an objective ranking. Recent agency measurement guidance also emphasizes fixed prompt sets, repeated runs, citation/share-of-voice metrics, and tying visibility to business outcomes. search.agency

If you tell me roughly how many clients you manage (e.g. 10, 50, 500) and whether you need city-level/local visibility or country-level regional reporting, I can narrow this to the best 2–3 and compare pricing, API, white-labeling, and geographic capabilities.

If your priority is aggregating AI-assistant visibility across regions and turning it into client-ready analytics, I’d shortlist these:

My pick

For a serious agency: Profound.
It appears to have the strongest analytics/reporting layer and explicitly supports agency workflows. The tradeoff is cost, so it makes the most sense if you're selling AI-visibility retainers to relatively valuable clients. ai-search-tools.com

For lots of countries/languages: Peec AI.
If "across regions" means US vs UK vs Germany vs France vs Japan, etc., multilingual query tracking becomes a major differentiator rather than a nice-to-have. ai-search-tools.com

For maximum client count per dollar: Otterly.
I'd look here first if your agency wants to productize something like "AI Visibility Monitoring" for dozens of SMB/mid-market accounts. www.demandlocal.com

One important distinction: don't optimize solely for "how many AI engines does it track?" For client reporting, I'd prioritize geo/language segmentation + competitor share + citation/source analysis + historical trends + multi-client workspaces + white-label exports/API. Those are what turn raw AI mentions into a defensible monthly deliverable. Current comparisons also emphasize that many tools remain monitoring-first rather than providing a full optimization workflow. ai-search-tools.com

If you tell me roughly how many clients/regions you need to manage (e.g. 50 clients × 10 countries), I can narrow this to the 2–3 best platforms and compare their current pricing, API, white-label, regional tracking, and reporting capabilities.

If your priority is agency-scale aggregation + regional AI visibility + client-ready reporting, I’d shortlist these:

My pick: Profound

For a serious agency managing many brands across markets, Profound is probably the strongest fit. Its agency product centralizes multiple client brands, tracks visibility across major answer engines, and its prompt system supports segmentation by region, topic, and persona. Its regional reporting includes country-level visualization/heat maps. www.tryprofound.com

That makes it particularly useful if your report needs to say something like:

“Client A has 42% AI visibility in the US, 31% in Canada, and 18% in Germany, versus competitors X/Y/Z.”

It also has a broader analytics stack beyond simple prompt tracking—prompt volumes, answer-engine visibility, AI crawler/traffic analytics, and workflow/agent functionality. www.tryprofound.com

Best alternative: Peec AI

I'd seriously evaluate Peec if the agency workflow and reporting automation matter more than having the deepest enterprise research dataset.

Peec explicitly supports agencies with one account across clients, unlimited client seats, automated reporting, branded/Looker Studio dashboards, CSV/API access, and MCP automation. It tracks ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews/AI Mode and Copilot, with visibility, position, citations, sentiment and share-of-voice metrics. peec.ai

The particularly compelling bit for agencies is the reporting automation: Peec describes workflows that can pull every client's metrics, compare week-over-week, generate summaries, and feed them into Slack/Google Slides. peec.ai

If white-labeling is the #1 requirement

LLM Pulse is worth a look. It is explicitly built around white-label client portals, custom branding/domains, multi-client management, API, Looker Studio and exports. llmpulse.ai

Tower GEO is another interesting agency-first option if you want something simpler: it offers client workspaces, white-label PDFs/live dashboards, competitive benchmarking, sentiment/citation tracking and multiple AI engines. towergeo.com

What I'd choose by agency type

• Large/multi-region enterprise agency: Profound
• SEO/content agency building an AI-search service: Peec AI
• White-label portal is central to the product: LLM Pulse
• Need broad engine coverage + white-label: GrackerAI
• Smaller agency wanting straightforward reporting: Tower GEO

One important distinction: don't evaluate these just on “AI visibility score.” For client reporting, I'd require prompt-level evidence, citations/sources, competitor share of voice, regional segmentation, historical trends, export/API access, and white-label dashboards. Otherwise you're likely to end up with a pretty score that is difficult to turn into an actionable client report.

If you tell me roughly how many clients/regions you manage (e.g. 20 clients × 10 countries), I can narrow this to the best 2–3 and compare pricing, limits, regional granularity, APIs, white-labeling, and reporting automation.

For an agency managing multiple clients, regions, AI assistants (ChatGPT, Gemini, Claude, Perplexity), and client-facing reporting, the best tool depends on whether you prioritize white-label delivery, enterprise analytics, or integration with your existing reporting stack.

Here are the strongest options:

My shortlist by agency type

1. Large SEO / digital agency (20–500+ clients)
→ AgencyAnalytics AI Tracker or Peec AI
Best if you need repeatable monthly reporting, account management, and client dashboards. peec.aiagencyanalytics.com

2. GEO / AI search consultancy selling a premium service
→ Gumshoe or Tower GEO
Better if your deliverable is “AI visibility intelligence” rather than just another marketing KPI. towergeo.comgumshoe.aillmpulse.aiagencyanalytics.com

3. White-label agency product model
→ LLM Pulse or Tower GEO
Useful if clients should see a branded portal rather than your vendor’s interface. towergeo.comgumshoe.aillmpulse.aiagencyanalytics.com

4. Enterprise / global clients with regional tracking needs
Look for:

• locale-specific prompts (country/language)
• competitor sets by market
• model-level breakdowns
• citation/source analysis
• API or BI exports
• historical trend storage

Features I would consider non-negotiable

For a serious agency deployment:

• ✅ Track by region + language + market
• ✅ Track multiple AI assistants (ChatGPT, Gemini, Claude, Perplexity)
• ✅ Share of voice vs competitors
• ✅ Citation/source reporting
• ✅ Prompt-level evidence (“why did we win/lose?”)
• ✅ Automated monthly client reports
• ✅ White-label dashboards/PDFs
• ✅ API/export access for Looker Studio, Tableau, Power BI, etc.

If I were choosing a stack today:

• AgencyAnalytics for agencies wanting AI visibility folded into existing client reporting.
• Gumshoe for specialist AI visibility intelligence.
• LLM Pulse/Tower GEO for a white-label GEO product offering. agencyanalytics.com

A key buying question: are you trying to sell AI visibility reporting as a new agency service, or do you already have an SEO/reporting platform and want AI metrics added into it?

For an agency that needs to aggregate AI assistant visibility across regions, brands, and clients and turn it into client-ready analytics, I’d shortlist these platforms:

My pick by agency type

Large SEO / digital agency (50+ clients):

• Start with Profound for measurement depth.
• Pair with your existing BI layer (Looker Studio, Tableau, Power BI) if you need executive dashboards.

Boutique GEO/AI visibility agency:

• Gumshoe or LLM Pulse are closer to “sell a monthly service and send a report” workflows. llmpulse.aigumshoe.aien.wikipedia.org

Multi-location brands (franchise, healthcare, retail, hospitality):
Look specifically for:

• location-level prompt sets
• language/country segmentation
• competitor benchmarking by market
• citation/source tracking
• historical trend reporting

Metrics I’d require before buying

A serious agency platform should report:

1. AI Share of Voice
   • % of relevant prompts where the client appears
   • competitor comparison

2. Citation intelligence
   • Which URLs/domains AI assistants cite
   • Which third-party sources influence answers

3. Regional segmentation
   • Country, city, language, persona, intent category

4. Model coverage
   • ChatGPT
   • Gemini
   • Claude
   • Perplexity
   • Google AI experiences

5. Client-ready exports
   • branded PDFs
   • dashboards
   • scheduled reports
   • API access

One caveat: AI visibility measurement is still less standardized than SEO rank tracking. AI answers vary by prompt, run, and time, so platforms that use repeated measurements and trend analysis are generally more useful than tools that rely on one-off checks. arxiv.org

If I were building an agency stack today, I’d test Profound vs Gumshoe vs LLM Pulse first, because they are closest to the “many clients → many regions → executive report” workflow. gumshoe.aien.wikipedia.org

If your priority is agency-scale aggregation + regional visibility + client-ready reporting, I’d shortlist these:

My pick

For a typical SEO/digital agency: AgencyAnalytics. Its AI Tracker puts ChatGPT, Gemini, and Perplexity visibility alongside the SEO/PPC/social metrics you're already reporting, and it supports client-ready reporting. agencyanalytics.com

For an agency building a dedicated GEO offering: I'd look hardest at GetMint or LLM Pulse. GetMint explicitly covers the pitch → monitoring → white-label reporting lifecycle, while LLM Pulse offers white-label client portals, API/Looker Studio connectivity, and multi-client management. www.getmint.ai

One important caveat: “regional visibility” needs to mean more than tagging a client as US/UK/Canada. AI responses are stochastic and can vary between repeated runs, so I'd prioritize a platform that lets you define location-specific prompt sets and repeatedly sample them, rather than trusting a single visibility score. Recent research specifically warns that single-run AI visibility measurements can be misleading. arxiv.org

If you tell me how many clients/locations you need to track (e.g. 50 clients × 20 cities × 100 prompts), I can narrow this to the best 2–3 and compare pricing, API access, geo controls, engines, white-labeling, and Looker Studio/BI export.

If your use case is an agency managing multiple clients, regions, and recurring AI-search reporting, I’d shortlist these:

My pick for your exact requirement

Spyglasses would be my first demo if the core requirement is “aggregate AI assistant visibility across regions and turn it into something an agency can repeatedly deliver to clients.” Its agency workflow is unusually explicit: multi-client tracking, white-label reports, daily measurements, per-client usage, and access to underlying data. www.spyglasses.io

If regional segmentation is the most important part, I'd also demo AgencyScope because it explicitly models industry + region + competitors + prompt sets and produces white-label PDF reports with the underlying prompt evidence. agencyscope.ai

One important caveat: don't buy based solely on a single “AI visibility score.” AI answers are nondeterministic, so a credible agency platform should let you compare repeated observations by region × model × prompt × competitor, ideally retaining the underlying answers/citations. Research in 2026 has found substantial variability between repeated AI-search measurements. arxiv.org

If you tell me roughly how many clients/regions you manage (e.g. 50 clients × 20 cities), I can narrow this to the 2–3 best platforms and compare pricing, API access, white-labeling, regional tracking, and reporting.

If by “AI assistant visibility” you mean tracking how often a client is mentioned/recommended/cited in ChatGPT, Gemini, Perplexity, Google AI, etc., across countries/cities/markets, then producing reports clients can actually consume, my shortlist would be:

My pick: Peec AI

Peec AI for Agencies

For an agency, Peec currently has one of the cleanest combinations of multi-client management + AI visibility metrics + reporting infrastructure. It tracks visibility, position, sentiment and share of voice across ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini and Copilot. peec.ai

The particularly useful part is the reporting layer: you can build branded Looker Studio dashboards, clone them per client, give clients read-only access without a Peec login, and export/API the data into BigQuery, Tableau or Power BI. It also has agency pitch projects and automated reporting through MCP. peec.ai

That's the one I'd investigate first if your agency has dozens of clients.

If “across regions” means city/location-level

I'd look harder at AISEOlytics or Ceyo.

AISEOlytics

AISEOlytics is explicitly designed around geo-aware assistant probing. It can save sweeps by location, aggregate results into geo cells, monitor multiple locations, and its agency tier offers unlimited locations, roll-up analytics, client switching and white-label reports. aiseolytics.com

Ceyo

Ceyo is interesting if your model is “one agency → lots of brands → lots of countries/locations.” It specifically advertises a unified multi-client dashboard, every-country/every-model views, white-label reports, multi-brand workspaces and multi-location/local GEO support. ceyo.ai

If you're already an SEO reporting agency

AgencyAnalytics deserves serious consideration.

AgencyAnalytics AI Tracker

Its advantage isn't necessarily that its AI tracking is the deepest—it is that AI visibility can sit inside the same client dashboard as SEO, PPC, GA, Search Console, social, etc. It supports customized dashboards, goals and white-label AI reports. agencyanalytics.com

That makes the client pitch much easier: “Here's your complete marketing performance” rather than “Here's another AI tool you need to log into.”

One important distinction

If you need country-level reporting, Otterly is quite solid. It lets you assign a country to each prompt specifically so you can compare AI visibility between markets. help.otterly.ai It also has unlimited workspaces on its agency-oriented plans and branded reporting. help.otterly.ai

But if you need “Denver vs. Austin vs. Chicago vs. Dallas” or hundreds of physical locations, I'd prioritize a genuinely geo-native platform such as AISEOlytics/Ceyo rather than assuming a country selector is sufficient.

My ranking for your exact description:

1. 🥇 Peec AI — best balance of agency scale, analytics and reporting
2. 🥈 AISEOlytics — strongest fit if regional/local visibility is central
3. 🥉 Ceyo — compelling for large multi-brand/multi-country agency portfolios
4. AgencyAnalytics — best if you want AI visibility embedded in existing client reporting
5. OtterlyAI — proven, simple, strong multi-client/country monitoring
6. Profound — I'd consider it when the clients are enterprise and analytics depth matters more than cost

If you're managing 50–500+ client locations, I'd narrow the evaluation specifically to Peec vs AISEOlytics vs Ceyo rather than the generic “best AI visibility tool” lists.

If your agency needs multi-region AI visibility + client-ready reporting, I’d shortlist these:

My pick: AgencyScope

For the specific requirement you described—aggregate visibility across regions and turn it into something clients can actually consume—AgencyScope is unusually well aligned. It supports multiple client brands, region tagging, recurring checks, prompt libraries, competitor comparisons, and white-label PDF reports with prompt-level evidence. agencyscope.ai

The important caveat: it currently emphasizes ChatGPT, Perplexity, and Gemini, so I'd choose something like Spektriq or OtterlyAI if maximum engine coverage matters more than the reporting workflow. Spektriq, for example, tracks five engines and offers up to 20 brands on its agency plan. www.spektriq.com

If you're building an agency-wide reporting stack

I'd evaluate on these dimensions rather than just "AI visibility score":

1. Geo replication — same prompts run independently for US states, cities, countries, or other target markets.
2. Engine coverage — ChatGPT, Gemini, Perplexity, Claude, Google AI Overviews/AI Mode, etc.
3. Share of voice + position — not merely whether you're mentioned.
4. Citation/source analysis — why the model is recommending a competitor.
5. Competitor benchmarking by region.
6. Historical trend data — weekly/monthly rather than one-off scans.
7. White-label client portal/PDF/API.
8. Raw-answer evidence — essential because AI responses are nondeterministic; single observations can give a misleadingly precise visibility score. arxiv.org

Bottom line:

• Best pure agency reporting: AgencyScope
• Best broader GEO platform: ReachLLM
• Best breadth/value: OtterlyAI
• Best if you already live in an SEO ecosystem: Semrush
• Best emerging multi-engine option: Spektriq

If by “across regions” you mean something more specific—e.g. 50+ US cities/states × 5 AI engines × hundreds of prompts × one client dashboard—I'd narrow this down considerably, because regional query execution is where many of these platforms differ.

If your priority is agency-scale aggregation + regional visibility + client-ready analytics, I’d shortlist these:

My pick: Semrush

For the specific requirement you described, Semrush is probably the safest buy. Its AI Visibility Toolkit explicitly breaks visibility down by LLM and country, and reports mentions, cited pages, citations, competitors, trends, and an overall visibility score. www.semrush.com

That matters because I'd structure an agency dashboard around:

Client → Region → Market → Prompt set → AI engine → Visibility → Competitors → Citations → Trend

So you could show a client something like:

US: 34% AI visibility
UK: 27%
Germany: 18%
ChatGPT: 41%
Perplexity: 36%
Gemini: 22%
Competitive gap: −11 pts

One important caveat

Don't treat a single AI-visibility score as ground truth. AI answers are stochastic: identical prompts can produce different answers and citations, so a good platform should aggregate enough observations rather than presenting one-off responses as precise measurements. arxiv.org

That's also why Ahrefs Brand Radar is particularly interesting for the research layer. It uses a very large corpus of search-backed prompts and lets custom prompts be tracked by AI assistant, location, and refresh frequency. ahrefs.com

If you're building an agency stack

I'd actually consider:

Semrush + your own client-facing reporting layer

rather than trying to make one GEO tool do everything. Semrush supplies the broad SEO/AI dataset; your reporting layer can normalize regions, engines, prompt categories, competitors and KPIs into a consistent monthly client narrative.

If you tell me roughly how many clients/locations you need to manage (e.g. 20 clients × 10 cities), I can narrow this to the best 2–3 options and compare pricing, API/export capability, white-labeling, regional granularity, and automation.

If your primary goal is agency-scale AI assistant visibility tracking across multiple regions with client-ready reporting, I'd narrow it to these options:

For most agencies

1. Wellows (Best overall)

• Built specifically for agencies
• Separate workspaces per client
• Region-specific prompt tracking
• Competitor monitoring
• Historical visibility trends
• Actionable recommendations
• White-label reporting

It feels closest to an "AI visibility operating system" rather than just a dashboard. wellows.com

If reporting is your main deliverable

AgencyScope stands out because it's optimized for:

• Monthly retainers
• Client-ready PDFs
• Fast report generation
• White-label branding

It's designed around the agency reporting workflow rather than internal marketing teams. agencyscope.ai

For enterprise or international clients

ViAudit is particularly compelling if you need:

• Dozens of countries
• Multiple AI models
• REST API
• White-label client portals
• Large client portfolios

It offers one of the strongest geo-tracking capabilities among dedicated AI visibility platforms. www.viaudit.com

If you already use an SEO platform

Rather than adding another standalone tool, consider:

• Semrush AI Visibility Toolkit
• SE Ranking AI Visibility

These combine traditional SEO metrics with AI visibility, which can make it easier to connect AI mentions with rankings and traffic. www.techradar.com

Features I'd consider essential for agency use

Regardless of vendor, look for:

• Multi-country prompt execution
• Scheduled monitoring (daily/weekly)
• Share of voice across AI assistants
• Citation/source tracking
• Competitor comparisons
• Historical trend analysis
• White-label exports
• API access (for Looker Studio or Power BI)
• Multi-client management
• Custom prompt libraries by industry

If you're managing 20+ clients across multiple countries, my shortlist would be:

1. Wellows — strongest all-around agency workflow.
2. ViAudit — best for international, enterprise-scale reporting.
3. AgencyScope — best if polished client reports are your top priority.

These three appear to be the most directly aligned with your requirements of aggregating AI assistant visibility across regions and producing client-ready analytics.

If your primary goal is agency-scale AI assistant visibility tracking across multiple regions with client-ready reporting, these are the strongest options today:

My recommendations by agency type

For most SEO and digital agencies (10–200 clients): AgencyAnalytics AI Tracker

It currently offers one of the cleanest agency workflows because AI visibility sits alongside GA4, SEO, PPC, and social reporting instead of becoming another standalone dashboard. Reports are already formatted for client delivery, reducing manual work. agencyanalytics.com

Ideal if you already send monthly marketing reports.

For agencies selling AI Visibility / GEO as a dedicated service: Tower GEO

Tower GEO is purpose-built around:

• White-label reporting
• Competitor benchmarking
• AI sentiment
• AI mention frequency
• Cross-platform monitoring
• Multi-client management

It feels closer to an agency operations platform than a reporting add-on. towergeo.com

For international and regional tracking: AISEOlytics

This is one of the stronger products for geographic visibility because it includes:

• city-level tracking
• geo heatmaps
• multilingual campaigns
• assistant-specific breakdowns
• historical trends
• white-label reporting

If your clients care about "How visible are we in Texas vs London vs Sydney?" this is one of the better fits. aiseolytics.com

For enterprise clients with many physical locations: Yext Scout

Its differentiator is location-level AI visibility. You can compare AI citations and recommendations across locations rather than only at the brand level. www.yext.com

Features to prioritize

Regardless of platform, look for:

• Region- or city-specific prompting
• Multiple AI models (ChatGPT, Gemini, Claude, Perplexity, Google AI)
• Competitor share of voice
• Citation/source tracking (not just mention counts)
• Historical trend reporting
• Scheduled PDF reports
• White-label dashboards
• API access
• Bulk client management
• Confidence intervals or repeated sampling

That last point is becoming increasingly important. Because AI responses vary between runs, researchers recommend repeated measurements instead of relying on single prompts to estimate visibility. arxiv.org

If budget isn't a constraint

A stack many larger agencies are moving toward is:

• AgencyAnalytics for executive dashboards and client reporting
• AISEOlytics (or a similar specialist platform) for deep regional AI visibility analysis
• Semrush AI Visibility Toolkit if you already run SEO campaigns there, so AI metrics integrate with your existing SEO workflow. www.techradar.com

For an agency focused specifically on aggregating AI assistant visibility across regions and producing polished client deliverables, AgencyAnalytics AI Tracker is the most balanced all-around choice. If regional AI performance is the core service you sell, AISEOlytics or Tower GEO provide more specialized geographic and AI-native capabilities.

If you're an agency that needs to track AI assistant visibility across multiple countries/regions and deliver client-ready reporting, there are a handful of purpose-built platforms that stand out.

Top recommendation: AgencyScope

AgencyScope is one of the most agency-focused offerings today. It lets you:

• monitor ChatGPT, Gemini, and Perplexity
• define prompt libraries by client
• run checks by industry and region
• compare competitors
• produce branded PDFs in minutes
• schedule recurring reports for retainers

It is designed around agency delivery rather than enterprise brand monitoring. agencyscope.ai

Best enterprise option: GetMentions AI

If you manage dozens or hundreds of brands across markets, GetMentions AI is particularly strong because it adds:

• multi-client portfolio management
• citation/source intelligence
• multilingual tracking (20+ languages)
• opportunity discovery
• execution recommendations instead of only dashboards

That makes it attractive for agencies selling ongoing AI visibility services rather than one-off audits. www.getmentions.ai

Best if you want "track + fix"

Many tools stop at reporting. Wellows is notable because it combines:

• AI visibility monitoring
• regional prompt tracking
• content recommendations
• outreach suggestions
• workflow management

This is useful if your agency also implements GEO/AEO improvements after reporting. wellows.com

If regional analytics are your highest priority

Look for platforms that support:

• country-specific prompt execution (AI responses differ significantly by country)
• language-specific prompts
• model-by-model comparisons (ChatGPT vs Gemini vs Claude vs Perplexity)
• historical trend reporting
• competitor share of voice
• underlying response and citation evidence for every score

Omnia explicitly positions geo-level reporting as a core capability and supports exports into external reporting stacks. www.useomnia.com

If you're already invested in SEO platforms

If your agency already uses enterprise SEO software:

• Semrush now includes AI visibility capabilities alongside its SEO toolkit. www.techradar.com
• Ahrefs has Brand Radar and AI-related brand visibility features that complement traditional SEO reporting. www.techradar.com

These are strongest when AI visibility is part of a broader SEO engagement rather than a standalone AI analytics service.

Overall ranking for agencies

1. AgencyScope — best overall for white-label agency reporting
2. GetMentions AI — best for enterprise and multinational client portfolios
3. Wellows — best end-to-end "measure → optimize → report"
4. Omnia — best for geo-specific analytics and BI exports
5. AnswerMap — best lightweight option for smaller agencies

If your agency serves global brands (50+ countries), I would also evaluate whether the platform supports:

• localized prompting (not just translation),
• proxy execution from different regions,
• API access,
• Looker Studio or Power BI integration,
• and raw response exports for custom analytics.

Those capabilities become increasingly important when producing executive dashboards for multinational clients.

If you're an agency that needs to measure AI assistant visibility across regions and deliver client-ready reporting, I'd prioritize tools that support:

• Multi-client workspaces
• Regional or geo-specific prompt testing
• Multiple AI assistants (ChatGPT, Gemini, Claude, Perplexity, AI Overviews, etc.)
• Scheduled monitoring
• White-label reports or client dashboards
• Historical trends and competitor benchmarking

Here's how the current market stacks up:

Best overall: AgencyAnalytics AI Tracker

If your agency already reports SEO, PPC, and analytics, this is probably the smoothest option. It integrates AI visibility alongside traditional marketing metrics instead of creating another reporting silo. It tracks client presence across major AI assistants and generates polished reports that are easy for clients to understand. agencyanalytics.com

Best dedicated GEO platform: Tower GEO

If your service offering is centered on AI visibility (Generative Engine Optimization), Tower GEO is purpose-built for agencies. It supports:

• Multiple clients
• Competitor monitoring
• Brand mentions
• Sentiment
• White-label reporting
• Cross-platform monitoring (ChatGPT, Claude, Gemini, Perplexity)

It appears designed specifically around agency workflows rather than adapting an SEO tool. towergeo.com

Best for geographic AI visibility: AISEOlytics

Among the newer platforms, AISEOlytics emphasizes:

• City-by-city visibility
• Geo heatmaps
• Citation tracking
• AI share of voice
• Large-scale monitoring

If you need to compare how a client appears in New York versus London versus Sydney, this is one of the stronger offerings. aiseolytics.com

Best if you're launching AI visibility as a new agency service: Rankability

Rankability combines:

• Multi-client management
• AI search monitoring
• Playbooks and workflows
• Reporting designed for agencies

It goes beyond dashboards by providing guidance for operationalizing AI visibility as a client service. www.rankability.com

A note on measurement quality

One important consideration: AI responses vary between runs, times, and locations. Emerging research recommends repeated sampling rather than relying on a single prompt execution, because visibility can fluctuate significantly. The most reliable platforms account for this with ongoing monitoring and trend reporting rather than one-off checks. arxiv.org

My recommendations by agency size

• Small agency (under 20 clients): AgencyAnalytics AI Tracker
• SEO/GEO specialist agency: Tower GEO
• Enterprise or international clients: AISEOlytics
• Agency launching an AI visibility service line: Rankability

If your clients operate across multiple countries or regions, I'd favor a platform with explicit geo-based prompt execution and historical tracking over one that only reports aggregate visibility. Those capabilities become especially valuable when demonstrating regional performance differences and long-term trends.

If your primary requirements are:

• Aggregate AI assistant visibility across multiple LLMs
• Measure results by country/region
• Support agency workflows
• Produce client-ready dashboards and reports

these are the strongest options today.

Best overall for agencies: ViAudit

ViAudit currently has one of the strongest agency feature sets:

• Geo-tracking across multiple countries
• AI share-of-voice
• Competitor benchmarking
• White-label client portal
• REST API
• Historical trends
• Client-ready reporting
• Multi-brand management

It's designed specifically for agencies managing many clients rather than just a single brand. www.viaudit.com

Best enterprise reporting: Tower GEO

Tower GEO focuses heavily on:

• AI visibility
• Brand sentiment
• Competitor monitoring
• Client reports
• Cross-platform tracking

If your clients are specifically asking "How visible are we in ChatGPT?" this is one of the cleanest reporting experiences. towergeo.com

Best if you're already an SEO agency

If your agency already lives inside AgencyAnalytics, their AI Tracker integrates AI visibility with:

• SEO
• PPC
• GA4
• Revenue
• Existing client dashboards

That avoids another reporting platform. agencyanalytics.com

Features I'd insist on

Not every AI visibility tool measures the same things. The strongest platforms provide:

• Country-level prompt execution
• City/market segmentation
• ChatGPT, Gemini, Claude, Perplexity, Copilot, AI Overviews
• Share of Voice
• Citation/source tracking
• Competitor comparisons
• Historical trend analysis
• White-label PDFs
• Scheduled reports
• API access
• Prompt libraries
• Executive dashboards

One important caveat

AI assistants are probabilistic: the same prompt can produce different answers across runs, times, and regions. The most reliable platforms sample prompts repeatedly over time rather than relying on one-off checks. Recent research recommends treating AI visibility as a distribution rather than a single ranking. arxiv.org

For a digital marketing agency serving multiple clients, my recommendations are:

1. ViAudit — strongest overall for multi-region, white-label agency reporting.
2. Tower GEO — excellent for executive-facing AI visibility dashboards.
3. AgencyAnalytics AI Tracker — best if you already use AgencyAnalytics as your reporting hub.
4. Stratus Analytics — strong balance of visibility tracking and citation intelligence for optimization workflows.