Answers that name agencyanalytics

For a marketing agency, you’re looking for an AI visibility / GEO (Generative Engine Optimization) reporting platform — something that can monitor how a client’s brand appears in ChatGPT, Gemini, Perplexity, Claude, Google AI Overviews, etc., and turn that into a client-facing report. TrustData TechnologyAdvice

Here are the main tools agencies are using:

What I’d evaluate for an agency workflow

Look for these capabilities:

• Custom prompt sets

Example: “What are the best accounting firms in Austin?” or “Which CRM is best for startups?” rather than only generic brand searches.

• Multi-client management

You want separate workspaces/brands so every client can have their own dashboard.

• White-label exports

PDF reports, logos, agency branding, and scheduled email reports are important for retainers.

• Competitor visibility

Clients usually care less about “AI score” and more about:

• “Are we appearing?”
• “Who appears instead of us?”
• “Which sources are AI systems using?”
• Citation tracking

A brand mention is useful, but knowing which websites AI systems rely on gives you an optimization roadmap. Ahrefs

A practical agency stack

A common setup would be:

1. AI visibility tracker → Profound, Otterly, Visibrand, SynectGEO, or Ahrefs
2. SEO/content data → Semrush or Ahrefs
3. Reporting layer → Looker Studio, AgencyAnalytics, DashThis, or the tool’s own client portal
4. Monthly deliverable:

• AI visibility score
• Share of voice vs. competitors
• Top prompts where client appears
• Missing opportunities
• Recommended content/actions

If you’re selling this as a monthly agency service, I’d prioritize tools with white-label dashboards and multi-brand management rather than just the cheapest tracker. Visibrand

For a marketing agency, you’re looking for an AI visibility / GEO (Generative Engine Optimization) reporting platform rather than a traditional SEO rank tracker. The key capabilities to look for are:

• Tracks how client brands appear in ChatGPT, Gemini, Perplexity, Claude, Google AI Overviews, etc.
• Runs repeatable buyer-intent prompts
• Measures brand mentions, citations, sentiment/positioning, and competitor share of voice
• Produces white-labeled client PDFs or dashboards you can send in monthly reports

Some tools built specifically for agency workflows:

For most agencies, I’d evaluate them this way:

If you want a new client-facing service offering

Start with AgencyScope, AnswerMap, or AgencyReportr because the output is designed to become a deliverable clients understand: “Here is how often your brand appears when customers ask AI.” Answermap AgencyScope AgencyReportr

If you already have monthly reporting infrastructure

Use AgencyAnalytics AI Tracker so AI visibility becomes another channel in the same client dashboard/report package. AgencyAnalytics

If you are positioning as a GEO/AI-search specialist

Look at broader monitoring tools like ViAudit that go beyond simple mentions and analyze multiple answer engines. Viaudit

A strong client report template usually includes:

1. AI Visibility Score (overall presence)
2. Engine breakdown (ChatGPT vs Gemini vs Perplexity, etc.)
3. Top prompts where the brand appears
4. Prompts where competitors appear instead
5. Sources/citations AI systems relied on
6. Recommended content, PR, and SEO actions

One caution: AI answer tracking is still an emerging category. Different tools use different prompt sets and scoring methods, so I’d ask vendors for a sample report and methodology before making it part of a paid retainer. ai-visibility-software.com

If you want a new client-facing service offering

Start with AgencyScope, AnswerMap, or AgencyReportr because the output is designed to become a deliverable clients understand: “Here is how often your brand appears when customers ask AI.” Answermap AgencyScope AgencyReportr

If you already have monthly reporting infrastructure

Use AgencyAnalytics AI Tracker so AI visibility becomes another channel in the same client dashboard/report package. AgencyAnalytics

If you are positioning as a GEO/AI-search specialist

Look at broader monitoring tools like ViAudit that go beyond simple mentions and analyze multiple answer engines.

A strong client report template usually includes:

If your agency needs AI share of voice across many clients + polished, client-facing reports, I’d narrow the field to these:

My practical shortlist

1. AgencyAnalytics — best if reporting is the priority

Its AI Tracker is built directly into the agency reporting platform rather than being another standalone dashboard. It tracks client visibility across ChatGPT, Gemini, Claude, Perplexity, Google AI Overviews and AI Mode, including competitor share of voice. Crucially, the AI data can flow into the same white-labeled, automated client reports as SEO, PPC, analytics and social data. AgencyAnalytics

agencyanalytics.com

2. Peec AI — best dedicated AI-visibility workflow for agencies

Peec is particularly interesting if AI visibility itself is becoming a service you sell. It supports separate client projects, competitor benchmarking, share of voice, branded dashboards, CSV/API export, and automated reporting. Its agency workflow can also generate per-client summaries and compile them into a Google Slides deck. Peec AI

peec.ai

3. Profound — consider it for sophisticated/enterprise clients

Profound is more analytics-heavy and is positioned toward larger organizations. Current comparisons describe its agency functionality and deeper prompt/AI-search analytics as major differentiators, but the economics make more sense when individual client retainers justify a more expensive platform. AI Search Tools Geohats

4. Otterly — good lightweight starting point

If you mainly need to answer “How often is Client X mentioned by AI engines, and how does that compare with competitors?” without buying a much larger analytics platform, Otterly is worth evaluating. Current comparisons position it toward smaller/budget-conscious agencies. AI Search Tools Demand Local, Inc.

What I'd look for specifically

For an agency, don't evaluate these purely on the quality of their AI visibility score. The operational features matter more:

• Client isolation: separate prompts, competitors and reporting for every account.
• Share of voice: percentage of tracked AI responses in which the client appears versus competitors.
• Citation/source analysis: why the client is appearing, not merely whether it appears.
• Trend reporting: month-over-month visibility and competitor movement.
• White labeling: your logo/domain/branding rather than the software vendor's.
• Automated reports: scheduled PDFs, dashboards or slide decks.
• Exports/API: important if you eventually want your own agency dashboard.
• Multiple AI engines: ideally ChatGPT, Google AI, Gemini, Perplexity and Claude rather than one model.
• Prompt-level drill-down: essential when a client asks, “Why did our share of voice drop?”

For your exact use case, I'd start by demoing AgencyAnalytics and Peec side-by-side. AgencyAnalytics is compelling if you want AI SOV to become another section of your existing monthly marketing report; Peec is compelling if you want to build a more specialized AI visibility/AEO reporting service. AgencyAnalytics Peec AI

If you tell me roughly how many clients you have (e.g. 10, 50, 200) and whether you need PDF/PowerPoint reports or live dashboards, I can narrow this down further and compare the current pricing/per-client economics.

agencyanalytics.com

2. Peec AI — best dedicated AI-visibility workflow for agencies

Peec is particularly interesting if AI visibility itself is becoming a service you sell. It supports separate client projects, competitor benchmarking, share of voice, branded dashboards, CSV/API export, and automated reporting. Its agency workflow can also generate per-client summaries and compile them into a Google Slides deck. Peec AI

peec.ai

3. Profound — consider it for sophisticated/enterprise clients

Profound is more analytics-heavy and is positioned toward larger organizations. Current comparisons describe its agency functionality and deeper prompt/AI-search analytics as major differentiators, but the economics make more sense when individual client retainers justify a more expensive platform. AI Search Tools Geohats

4. Otterly — good lightweight starting point

If you mainly need to answer “How often is Client X mentioned by AI engines, and how does that compare with competitors?” without buying a much larger analytics platform, Otterly is worth evaluating. Current comparisons position it toward smaller/budget-conscious agencies. AI Search Tools demandlocal.com

What I'd look for specifically

If your priority is multi-client AI share of voice + polished, client-facing reporting, I’d shortlist these:

The three I'd demo first

1. AgencyAnalytics AI Tracker — particularly compelling if you already use AgencyAnalytics for SEO/PPC/social reporting. AI visibility sits alongside the rest of the client's performance data rather than creating another reporting ecosystem. It explicitly tracks share of voice and competitor visibility and produces client-ready reports. AgencyAnalytics

2. Promptwatch — worth looking at if your agency needs API/Data Studio connectivity as well as client dashboards. It supports multi-client management, white-label dashboards, client portals, and integrations. Promptwatch

3. Zumi — especially interesting for your specific "export polished reports" requirement. It offers agency-branded PDF and CSV exports, isolated client workspaces, SOV/mention-rate reporting, and coverage of up to nine AI engines. Zumi

One important distinction

I'd separate "AI visibility tracker" from "GEO execution platform."

If you mainly need to answer:

"How much of the AI conversation does Client X own, versus Competitors A/B/C, and can I put that into a beautiful monthly report?"

then AgencyAnalytics, Zumi, Promptwatch, Tower GEO, or Citenzo are the relevant category.

If you also want the software to tell your team what content/citations to change to increase visibility, look harder at GetIntel or similar execution-oriented platforms. GetIntel, for example, combines SOV tracking with drafted fixes and has a Looker Studio connector. GetIntel

My practical buying checklist: make sure the platform supports custom prompts per client, competitor tracking, historical SOV, engine-by-engine breakdowns, citation/source tracking, scheduled refreshes, white-label PDF, CSV/API export, and separate client workspaces. Those features matter much more for an agency than a flashy overall "AI visibility score."

If you tell me roughly how many clients you manage (e.g. 10, 50, 200+) and whether you use Looker Studio/AgencyAnalytics, I can narrow this to 2–3 and compare their current pricing and agency limits.

For a small digital agency, I’d shortlist these three, with one clear first choice:

1. Best fit: agencyanalytics.com

If your real goal is “give me something I can turn into a polished client PowerPoint/report every month,” AgencyAnalytics is probably the safest choice.

• Built specifically for agencies and client reporting.
• Tracks visibility across ChatGPT, Google AI Overviews/AI Mode, Claude, Perplexity and Gemini.
• Puts AI visibility alongside SEO, PPC, social and traffic metrics, which makes the story much easier to present to a client.
• Produces client-ready reports rather than just exposing raw crawler logs. AgencyAnalytics
• Better choice if your presentation is about “How visible is this client in AI search?” rather than purely “Which AI bots crawled their website?”

My pick if presentation quality and agency workflow matter most.

2. Best for actual crawler evidence: indexly.ai

Indexly is more interesting if by AI crawler analytics you specifically mean GPTBot, ClaudeBot, PerplexityBot, Google-Extended, etc. hitting the client's site.

It shows which crawlers fetch which URLs and how frequently, and it has branded agency reports, scheduled reports and white-label capabilities. It also exposes API data if you eventually want to automate your own PowerPoint/dashboard workflow. Indexly

I'd choose this if your agency wants to sell something like:

AI Crawler & Citation Readiness Report
“Here are the AI systems reading your site, what they're reading, what they're missing, and what we recommend fixing.”

3. Worth considering: ahrefs.com

If you already use Ahrefs, this is potentially the lowest-friction option. Its Bot Analytics tracks AI crawlers server-side, including which pages they crawl, with an AI-bot filter and configurable reports. It's currently available in beta on paid plans. Ahrefs Ahrefs Help Center

The downside is that it's bot analytics within a broader SEO platform, rather than a purpose-built agency product for telling the AI-search story.

What I'd do in your shoes

For a small agency, I'd pick AgencyAnalytics + a dedicated crawler-data source if you want a sophisticated recurring client product.

But if you want one tool that gets you closest to “AI crawler data → polished client deliverable,” I'd test Indexly first. Its agency/white-label orientation and reporting/API capabilities are unusually aligned with what you're describing. Indexly

One important distinction: crawler analytics ≠ AI visibility analytics. A crawler hitting a page tells you an AI system read it; it doesn't necessarily mean the page was cited in an AI answer. Tools such as AgencyAnalytics focus more on the latter, while Indexly and similar products give you the former. Indexly AgencyAnalytics

If you tell me what you want the PowerPoint to look like (e.g. 5-slide monthly client report), I can recommend the best tool specifically for that workflow and lay out the exact slides/metrics I'd use.

If you mean one tool that combines AI-assistant visibility/ranking data with conventional SEO metrics for agency client reporting, a few current options stand out:

• Rankability — specifically built around combining traditional search rankings with AI-answer visibility, AI citations, local and other search surfaces in a unified reporting framework. Rankability Rankability
• SE Ranking — combines traditional keyword rank tracking with AI Overviews/AI Mode monitoring and agency reporting. Rankability
• Semrush — useful if you already use it for rankings, backlinks, traffic, competitor research and reporting, with AI visibility capabilities added to the broader SEO suite. Rankability
• Rankfender — explicitly combines AI visibility with Google Search Console and GA4 data in client reports. RankFender
• AgencyAnalytics — excellent as the reporting layer: it combines rankings, GSC, GA4, backlinks and other sources, and can incorporate custom data, but you'd generally need a separate AI-visibility source. AgencyAnalytics
• DashThis — similarly works well as an aggregation/reporting layer, pulling data from SEO and marketing platforms into white-label client dashboards. DashThis

If the key requirement is literally “AI assistant rankings + traditional SEO metrics in the same client report,” I'd look first at Rankability, SE Ranking, or Rankfender. If you already have an AI-visibility tracker and mainly need polished agency reporting, AgencyAnalytics or DashThis can serve as the reporting layer. DashThis Rankability RankFender

If you tell me what you mean by “AI assistant ranking” (ChatGPT/Perplexity/Gemini mentions, citations, share of voice, answer position, etc.), I can narrow this down to the 2–3 tools that fit an agency workflow.

If you mean one agency reporting platform that puts AI-assistant visibility next to conventional SEO metrics, AgencyAnalytics is the closest fit I found. Its AI Tracker puts visibility from ChatGPT, Google AI Overviews/AI Mode, Claude, Perplexity, and Gemini alongside SEO, PPC, social, traffic, and revenue data, and those metrics can flow into the same automated client reports. AgencyAnalytics

Another option is Rankfender, which explicitly says it combines AI-visibility metrics with traditional Google Search Console and GA4 data in the same report. RankFender

If your priority is AI visibility + existing SEO reporting, I'd distinguish them this way:

• AgencyAnalytics — broader established agency reporting stack; AI data is an additional channel alongside 85+ integrations. AgencyAnalytics
• Rankfender — more explicitly designed around combining AI-search metrics with traditional SEO data. RankFender
• datareport.ai — specifically positions GEO reporting as Google rankings + AI rankings in one client report. DataReport
• SearchChamp — aims to combine keyword research, rank tracking, audits, and AI visibility in one agency platform. SearchChamp

If by “AI assistant ranking data” you specifically mean rankings/mentions in ChatGPT, Claude, Gemini, and Perplexity, rather than AI Overviews, I can narrow this to the 3 tools that best fit an agency's existing SEO client-reporting workflow.

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

My shortlist

1. AgencyAnalytics — probably the safest choice

agencyanalytics.com

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

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

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

localdominator.co

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

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

3. Tower GEO — purpose-built agency workflow

towergeo.com

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

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

4. AgencyScope — simplest monthly-report workflow

agencyscope.ai

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

This could be attractive if your workflow is essentially:

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

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

surva.ai

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

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

What I'd do for dozens of local clients

I'd narrow it to three:

Already using an SEO reporting platform → AgencyAnalytics

Primarily a local SEO agency → Local Dominator

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

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

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

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

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

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

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

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

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

localdominator.co

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

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

3. Tower GEO — purpose-built agency workflow

towergeo.com

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

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

4. AgencyScope — simplest monthly-report workflow

agencyscope.ai

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

This could be attractive if your workflow is essentially:

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

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

surva.ai

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

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

What I'd do for dozens of local clients

I'd narrow it to three:

Already using an SEO reporting platform → AgencyAnalytics

Primarily a local SEO agency → Local Dominator

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

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

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

Yes. What you’re describing is essentially AI-answer / AI-search visibility tracking with client-level reporting. There are several platforms now built around this.

A few that look particularly aligned:

• AgencyAnalytics AI Tracker — built for agencies and client reporting. It tracks how a client appears in ChatGPT, Google AI Overviews/AI Mode, Claude, Perplexity, and Gemini, and puts the data alongside SEO/PPC reporting. AgencyAnalytics
• AnswerStanding — particularly close to your “track snippets → produce client summary” idea. It maintains separate client workspaces, stores sampled answers, citations, competitors and prompt history, and generates client-facing snapshots. AnswerStanding
• AgencyScope — explicitly focused on turning recurring AI-answer checks into client-ready reports, including representative answer excerpts and white-label PDFs. AgencyScope
• LLM Pulse — agency-oriented, with multi-client dashboards, white-label reporting and Looker Studio integration. It tracks mention rate, share of voice, position and citations. LLM Pulse
• Promptrack — tracks the actual prompt-level answers and, notably, exposes the exact cited sentence as evidence. It also offers client-ready reporting. Promptrack
• Visovra — tracks prompts, records whether a client is named/cited/ignored, traces answers to source pages, and offers white-labeled client dashboards and scheduled exports. Visovra

If you mean something slightly different

If by “client-specific AI answer snippets” you mean:

“For Client A, collect the exact snippets where ChatGPT/Perplexity/Gemini mention them, identify the important claims, then automatically turn those into a concise executive summary I can send the client.”

Then AnswerStanding, Promptrack, and AgencyScope are probably the closest matches based on their published feature sets. They preserve the underlying answer evidence rather than just giving you an abstract “AI visibility score.” AgencyScope AnswerStanding Promptrack

There is also a potentially important distinction between tracking AI visibility and summarizing arbitrary AI answers about a client. The former is now a fairly established category; the latter is more of a workflow/product opportunity.

If you're thinking about building this as a product, I can also map out what the existing platforms do vs. the gap you could potentially fill.

If the agency needs ongoing AI citation tracking + client-ready executive reporting, I’d shortlist these:

• agencyanalytics.com — probably the most natural fit if the agency already uses AgencyAnalytics. It tracks visibility across ChatGPT, Google AI Overviews/AI Mode, Claude, Perplexity, and Gemini, benchmarks competitors, and puts the AI data alongside SEO/PPC/social metrics. It also supports client-ready recurring reports. AgencyAnalytics
• peec.ai — strong agency/multi-brand option focused specifically on AI visibility, prompts, citations and competitive share of voice. Recent comparisons identify it as particularly suited to agencies and mid-market teams. Bloomiro Arbling
• tryprofound.com — better suited to larger/enterprise programs where you want deeper citation intelligence, broader AI-engine coverage and sophisticated analysis. Benchline Reports
• otterly.ai — a lower-cost option for tracking AI mentions/citations and visibility over time; worth considering if the agency has a lot of smaller clients. Bloomiro Geohats

What I'd choose for an agency

If the requirement is specifically “track each client's citation movement and turn it into a monthly executive summary”, I'd lean toward AgencyAnalytics if you want the reporting workflow integrated with your existing agency reporting stack. Its AI Tracker is explicitly designed around client reporting and portfolio-scale management. AgencyAnalytics

If AI citations/GEO are the core service you're selling, rather than one component of a broader SEO report, Peec AI or Profound are worth evaluating for the deeper AI-specific analytics. Bloomiro Benchline Reports

A good executive report should reduce the raw data to something like:

• AI visibility: 34% → 47% this month
• Citation share: +12% MoM
• Competitive movement: 2 competitors gained/ lost visibility
• Important prompts: where the client is appearing or disappearing
• Citation sources: which pages/domains AI engines are citing
• Business interpretation: 2–3 sentences explaining what changed
• Actions: 3 prioritized recommendations for the next month

If you tell me how many clients the agency manages and whether you need white-label/PDF/email reports, I can narrow this to the 2–3 platforms that fit that workflow.

If your core requirement is “one place to aggregate AI-assistant visibility across clients/regions and turn it into polished client reporting,” I’d shortlist these:

• AgencyAnalytics — best fit if you already run agency reporting there. Its AI Tracker puts AI visibility alongside SEO, PPC, social, GA, Search Console, etc., and supports client-ready/white-label reporting. It currently tracks ChatGPT, Google AI Overviews/AI Mode, Claude, Perplexity, and Gemini. AgencyAnalytics
• Zumi — strongest agency-native option for multi-client GEO. It offers separate client workspaces, white-label reports, competitor tracking, and coverage of up to nine AI engines. Zumi
• Promptwatch — worth considering for a more analytics-heavy agency setup. It supports multi-client management, white-label dashboards, API/MCP access, Data Studio, and client portals. Promptwatch
• RISN AI — interesting if you want broad engine coverage. It advertises 8+ AI engines, unlimited brands, competitive benchmarking, and client-level reporting. RISN AI
• AgencyScope — particularly interesting if the deliverable is the report itself. It focuses on recurring checks across ChatGPT, Perplexity, and Gemini and produces white-label PDFs with prompt-level evidence. AgencyScope AgencyScope

For your specific use case

I'd distinguish “AI visibility tracker” from “agency analytics/reporting layer.”

If you need regional aggregation, I'd make this a hard evaluation criterion rather than assuming that a platform's “multi-client” capability means geographic segmentation. You want to be able to structure something like:

Client → country → city/market → language → prompt set → AI assistant → visibility/share of voice → competitors → citations → trend

That's important because AI answers can vary substantially by platform and market. A 2026 study covering 12 U.S. cities found only 4.6% of recommended businesses were named by all four major assistants, illustrating why a single aggregate “AI visibility score” can hide meaningful regional differences. Visibility Index

My practical shortlist would therefore be:

1. AgencyAnalytics if the agency already has a broad client-reporting stack and wants AI visibility integrated into it.
2. Zumi if AI/GEO visibility itself is becoming a major agency service and you need multi-client + multi-engine + white-label workflows.
3. Promptwatch if API/data integration and deeper analytics matter more than simply producing PDFs.
4. AgencyScope if your primary pain is turning repeatable AI checks into credible monthly client deliverables.

If you tell me roughly how many clients/regions you manage (e.g. 20 clients × 10 countries), I can narrow this to the 2–3 platforms that fit that scale and compare pricing, regional tracking, engines, API, white-labeling, and reporting.

For an agency, I’d shortlist agencyanalytics.com first. It combines multi-client management, regional prompt execution, competitor benchmarking, and client reporting inside an existing agency reporting platform. It tracks ChatGPT, Gemini, Claude, Perplexity, Google AI Overviews and AI Mode. AgencyAnalytics AgencyAnalytics

Other strong fits:

• AgencyScope — particularly focused on white-label, client-ready PDF reporting; supports recurring checks across ChatGPT, Perplexity and Gemini. AgencyScope
• Tower GEO — agency-oriented multi-client workspaces, competitive visibility, sentiment/citations and white-label dashboards/reports. Tower GEO
• GetMentioned — interesting if geographic targeting is central; explicitly supports multi-market agency monitoring. getmentioned.co

My practical split: AgencyAnalytics for an agency already doing SEO/PPC reporting; AgencyScope if polished white-label deliverables are the primary requirement.

Yes. This category is usually called AI visibility / GEO tracking.

For agencies, tools such as AgencyAnalytics AI Tracker, Promptrack, OpenLens, and Oras let you define client keywords/prompts, run them across AI assistants, and report mentions, citations, competitors, and visibility over time. AgencyAnalytics Promptrack OpenLens Oras

If by “map which keywords trigger client answers” you mean keyword → exact AI response → cited sources → competitor mentions, that’s specifically supported by tools like Brand Auditor. audit.filter.agency

Yes. What you’re describing is generally called AI visibility / AEO / GEO prompt tracking: instead of traditional keyword rankings, the tool repeatedly tests questions/prompts against AI assistants and records whether the client gets mentioned, cited, recommended, or displaced by competitors.

A few tools that fit particularly well:

• agencyanalytics.com — particularly agency-oriented. You can build prompt sets, group them like keyword clusters, track ChatGPT, Gemini, Claude, Perplexity and Google AI results, and put the data into client reports. AgencyAnalytics
• agencyscope.ai — specifically focused on agency reporting. It tracks recurring prompts across ChatGPT, Perplexity and Gemini and produces white-label reports with prompt-level evidence. AgencyScope AgencyScope
• indaeo.com — explicitly tracks which prompts trigger mentions, which sources AI trusts, and where competitors appear instead. Indaeo
• llmpulse.ai — aimed at SEO agencies, with prompt/AI visibility tracking, competitor comparisons, citation tracking, white-label dashboards and Looker Studio reporting. LLM Pulse
• spektriq.com — more automated: sends prompts to five AI engines daily and connects individual prompts to mentions, citations, competitor visibility and issues. Spektriq
• ai-visibility.io — simpler prompt/keyword-oriented monitoring, including agency white-label functionality and CSV export. AI Visibility

The distinction that matters

If by “map which keywords trigger client answers” you mean something like:

“For this client, show me the 500 questions people might ask AI, which ones produce a client mention, which produce a competitor mention, what source caused the answer, and how that changes month-to-month.”

Then Indaeo, AgencyAnalytics AI Tracker, and AgencyScope are especially close to that workflow.

The emerging reporting model is basically:

Keyword/topic → natural-language prompt → AI assistant → answer → client mention → citation/source → competitor mentions → sentiment/position → change over time

That is different from simply reporting an “AI visibility score.” It gives an agency evidence it can take into the client meeting. AgencyScope, for example, explicitly retains prompt-level evidence and representative answer excerpts for this purpose. AgencyScope

If you're asking because you're looking for a gap in this market / considering building something for agencies, I can also map out what these tools do vs. what they don't do, including the opportunity around keyword → prompt → answer-trigger mapping.

Yes — the category you’re looking for is AI visibility / GEO monitoring. These tools repeatedly query AI assistants and measure whether a client is mentioned, recommended, cited, and how often competitors appear.

For an agency managing multiple clients and producing client summaries, I’d look at:

• agencyanalytics.com — particularly useful if you already use AgencyAnalytics. It tracks client visibility across ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews, and Google AI Mode, and puts the AI metrics alongside SEO/PPC/social reporting. It also supports client-ready reports. AgencyAnalytics
• getmentioned.co — designed specifically around multi-client agency management. It tracks mentions/recommendations across ChatGPT, Gemini and Perplexity, with competitive comparisons and automated/white-label reporting. GetMentioned
• towergeo.com — agency-focused, with client workspaces, visibility/sentiment/citation tracking, competitive benchmarking and white-label reports. It covers ChatGPT, Claude, Perplexity and Gemini. Tower GEO
• agencyscope.ai — more narrowly focused on recurring AI visibility checks + white-label client PDF reports. It currently monitors ChatGPT, Perplexity and Gemini and preserves prompt-level evidence for client meetings. AgencyScope
• openlens.com — broader assistant coverage: it says it queries seven AI platforms and reports mention frequency, associated attributes, competitors and cited sources. OpenLens

What I'd look for

If your agency's goal is essentially:

“Every week, tell me how often each client was mentioned by AI assistants, what assistants said about them, who they recommended instead, and give me a client-ready summary.”

then the important capabilities are:

• Multi-client workspaces
• Recurring prompts rather than one-off checks
• Mention rate / share of voice over time
• ChatGPT + Gemini + Claude + Perplexity at minimum
• Competitor tracking
• Citation/source tracking
• Exact answer/prompt evidence
• Automated weekly/monthly summaries
• White-label reports
• API/webhooks if you want to pipe results into your own reporting system

One important distinction: these platforms generally measure responses to a defined set of prompts, not every conversation happening inside an AI assistant. So “mentioned 38% of the time” normally means something like the client appeared in 38% of repeated monitored queries, rather than literally counting every ChatGPT/Gemini conversation on the internet. demandlocal.com searchprism.io

If you're building this as an agency service, AgencyAnalytics, GetMentioned, and Tower GEO are probably the three I'd investigate first, with AgencyScope worth considering if the primary deliverable is a polished recurring client report.

If you mean “track how often each client’s brand gets mentioned/recommended/cited across ChatGPT, Gemini, Perplexity, Claude, etc., then automatically turn that into client-facing reports,” there are several tools built specifically for agencies.

Strong options

• agencyanalytics.com — Probably the most natural fit if your agency already uses AgencyAnalytics. It tracks client visibility across ChatGPT, Google AI Overviews/AI Mode, Claude, Perplexity, and Gemini, and puts the data alongside SEO/PPC/social reporting. It can automatically populate client reports. AgencyAnalytics AgencyAnalytics
• getmentioned.co — Designed around multi-client AI visibility: mention frequency, competitive visibility, prompt-level results, source attribution, and white-label reporting. It currently emphasizes ChatGPT, Gemini, and Perplexity. GetMentioned
• agencyscope.ai — More focused on the reporting workflow: recurring checks across ChatGPT, Perplexity, and Gemini followed by white-label PDF reports with prompt evidence and answer excerpts. AgencyScope AgencyScope
• towergeo.com — Agency-oriented monitoring with client workspaces, competitive benchmarking, sentiment/citation tracking, and white-label dashboards/reports; it covers ChatGPT, Claude, Perplexity, and Gemini. Tower GEO
• llmpulse.ai — Geared toward SEO agencies, with visibility scores, mention/share-of-voice tracking, citation/source analysis, and white-label reporting. LLM Pulse

What I'd look for

For an agency, the key isn't simply “AI mentions.” You want a system that can:

1. Create a prompt set per client — e.g. 50 questions prospects might ask an AI assistant.
2. Run those prompts repeatedly across multiple assistants.
3. Measure mention rate/share of voice — e.g. “Client A appeared in 38% of relevant answers.”
4. Track competitors in the same answers.
5. Save the actual AI responses and citations, so the client can see the evidence.
6. Show trends over time, rather than relying on one-off checks.
7. Automatically generate white-label client summaries/reports.

For your specific description, AgencyAnalytics is particularly interesting if you want AI visibility to become another section of your existing client reporting, while AgencyScope/GetMentioned look more purpose-built if the primary product you're selling is AI visibility monitoring and reporting. AgencyAnalytics GetMentioned AgencyScope

If you tell me how many clients you manage and whether you want automated weekly/monthly reports, I can narrow this down to 2–3 tools and compare their pricing, AI platforms, white-label capabilities, and API/integration options.

For an agency workflow, I’d shortlist these:

• agencyscope.ai — best fit for before/after client reporting. It tracks AI visibility across ChatGPT, Perplexity, and Gemini, stores prompt evidence, compares runs over time, and creates white-label PDF reports. AgencyScope
• traqer.ai — strong for agencies managing many brands; it tracks topic-level AI visibility, keeps history, and supports client reporting workflows. Traqer
• citenzo.com — good if you want reports focused on AI visibility score, share of voice, and measurable lift after content changes. Citenzo
• agencyanalytics.com — useful if your agency already uses AgencyAnalytics and wants AI visibility alongside SEO/PPC/client dashboards. AgencyAnalytics

For your exact use case—“we updated content, did AI mentions improve, and can we prove it to the client?”—I’d start with AgencyScope or Citenzo because their reporting model maps closest to a content-retainer deliverable. AgencyScope Citenzo

I’d look at citenzo.com first for your use case. It specifically supports agencies with:

• Before/after measurement of AI visibility following content changes.
• Client-level projects with historical tracking.
• White-label reports with visibility score, share of voice, and lift.
• Coverage across ChatGPT, Claude, Perplexity, Gemini, Grok, and Google AI.
• Competitor comparisons, so you can show why visibility changed. Citenzo

If your priority is broader agency reporting rather than explicitly attributing content changes, AgencyAnalytics AI Tracker is another strong fit because AI visibility sits alongside SEO/PPC/social reporting and can flow into automated client dashboards. AgencyAnalytics

For a more evidence-heavy workflow, jujuGEO explicitly tracks the citation before/after publishing a content fix. jujugeo.com