ChatGPT answers, unedited

Yes. What you’re looking for is generally called an AI visibility / AI search visibility / AEO (Answer Engine Optimization) platform. These tools repeatedly query ChatGPT, Gemini, Perplexity, Google AI Overviews, etc., then turn the results into metrics and reports.

For a marketing agency serving multiple clients, I’d shortlist these:

• tryprofound.com — best overall for a sophisticated agency. It is specifically built for agencies, with centralized client management and metrics such as visibility, share of voice, citations, sentiment, positioning, and competitor comparisons. It covers ChatGPT, Claude, Gemini, Perplexity, Copilot, Grok, DeepSeek and Google AI Overviews. Profound Profound Knowledge Base
• otterly.ai — probably the best value/easiest starting point. It tracks ChatGPT, Google AI Overviews/AI Mode, Gemini, Perplexity, Copilot and Claude, with brand visibility, citations, competitors and trends. It also has a Looker Studio connector and API, which is useful if your agency already has a reporting stack. Otterly Otterly
• agencyscope.ai — especially interesting if the primary goal is client-ready reporting. It's purpose-built for agencies and produces white-label PDF reports with prompt-level evidence across ChatGPT, Perplexity and Gemini. AgencyScope AgencyScope
• gumshoe.ai — worth considering for scaled reporting. It focuses heavily on repeatable client reporting and scheduling, with visibility tracking across 11 AI models. Gumshoe AI
• getmentioned.co — another agency-oriented option, particularly if you want a simple portfolio dashboard for monitoring how multiple client brands are recommended and positioned in AI answers. GetMentioned

My pick

If you're asking “What should an agency actually buy to add an AI-visibility section to its monthly client reports?”, I'd narrow it to:

1. OtterlyAI → easiest combination of monitoring, price, integrations and agency usability.
2. Profound → strongest choice if AI visibility/AEO is becoming a substantial service offering.
3. AgencyScope → strongest fit if white-label, client-ready PDFs are the central requirement.

The reports can typically show things like:

• Brand mention rate
• AI visibility/share of voice
• Position in AI recommendations
• Competitor visibility
• Which prompts trigger a brand mention
• Which websites AI assistants cite
• Sentiment/narrative around the brand
• Changes month-over-month
• Screenshots or raw answer evidence
• Which AI assistants are helping/hurting visibility

One important distinction: these aren't exactly the same as traditional SEO rank trackers. They generally run a controlled set of prompts repeatedly and analyze the resulting AI answers, because assistants don't provide a conventional “ranking position” or impression metric. Profound, for example, explicitly runs tracked prompts against answer engines and builds its visibility dataset from the responses. Profound Knowledge Base

If you tell me roughly how many clients the agency has (e.g. 10, 50, 200+) and whether you need white-label PDFs, Looker Studio, or an API, I can narrow this down to the best 2–3 and compare pricing, client limits, AI engines, reporting, and agency features.

Yes. The category you’re looking for is usually called AI visibility / AEO / GEO tracking—tools that measure how a brand appears in ChatGPT and other answer engines, rather than traditional Google rankings.

My top picks for an agency

1. peec.ai — probably the best fit for client reporting

• Built specifically for marketing agencies.
• Tracks ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews, Google AI Mode, and Microsoft Copilot.
• Reports visibility, position, sentiment, share of voice, mentions and citations.
• Supports multiple client workspaces, branded/client-ready dashboards, Looker Studio, CSV/API, and automated reporting. Peec AI Peec AI
• Particularly useful for turning the data into a recurring agency deliverable: “Here's how your brand's AI visibility changed this month, how you compare with competitors, and what to do next.”
• tryprofound.com — strongest enterprise/strategy option

• Designed for agencies managing multiple brands.
• Covers major answer engines including ChatGPT, Perplexity, Claude, Gemini, Grok, Copilot and Google AI Overviews.
• Has centralized client management and agency support.
• Particularly strong if your agency wants to sell a more sophisticated AEO/AI-search strategy service, rather than just a monthly visibility report. Profound

What I'd choose

For a typical marketing agency that wants to add an “AI Visibility Report” to existing SEO/content/PR retainers, I'd start with Peec AI. Its agency workflow is unusually focused on client reporting: isolated client projects, branded dashboards, automated summaries, and integrations with reporting/BI tools. Peec AI

A good client report could show:

That last piece is important: don't sell clients a dashboard full of AI metrics. Sell them a monthly explanation of what the AI systems say about them, why they're saying it, and what the agency is going to do about it.

If you're evaluating this specifically for an agency business, Peec vs. Profound is the comparison I'd make first.

For a marketing agency that wants to sell AI visibility reporting as a client service (e.g., “How does your brand appear in ChatGPT, Gemini, Perplexity, and AI search answers?”), you’ll want a tool with:

• multi-client workspaces
• recurring monitoring
• competitor comparisons
• prompt tracking
• white-label dashboards/PDFs
• exportable evidence (actual AI answers, citations, mentions)

Some strong options:

My shortlist by agency type

Small/mid-size marketing agency adding “AI search visibility” as a new offering

• Start with AgencyScope, Visibrand, or AgencyReportr. They are closer to the workflow of “run report → send to client → upsell recommendations.” agencyscope.ai

SEO agency evolving into GEO/AEO

• Look at Ahrefs AI Visibility Checker/Brand Radar or Tower GEO. They fit better if you already do SEO audits and content strategy. ahrefs.comtowergeo.com

Enterprise clients

• Consider platforms like Gumshoe or more custom AI visibility measurement solutions because clients often want competitor benchmarking, sentiment, and longitudinal reporting. gumshoe.ai

A client-ready report should ideally show:

1. AI visibility score (how often the brand appears)
2. Share of voice vs competitors
3. Which prompts trigger mentions
4. How each AI assistant differs
5. Citations/sources AI relies on
6. Recommended actions (content, PR, technical SEO, reviews, structured data)

A practical agency package is often:

• monthly AI visibility report
• competitor gap analysis
• quarterly GEO strategy recommendations

This turns the report from a novelty into a recurring retainer deliverable.

Yes. What you're looking for is generally called an AI search visibility / AEO / GEO platform: it monitors how brands are mentioned, recommended, cited, and positioned inside ChatGPT, Gemini, Perplexity, Claude, Google AI Overviews, etc., and turns that into reporting.

For a marketing agency managing multiple clients, I'd shortlist these:

My top picks

1. Profound — best if this is becoming a serious agency service

Profound is probably the strongest option if you want to sell AEO/GEO as a recurring strategic service, rather than just produce a monthly screenshot/report. It tracks brand visibility, sentiment, share of voice, citations and positioning across ChatGPT, Perplexity, Claude, Gemini, Copilot, Grok and Google AI experiences. It also has centralized client management specifically for agencies. www.tryprofound.com

A particularly useful distinction is that Profound says it captures answers directly from the consumer browsing experience rather than relying solely on model APIs. www.tryprofound.com

2. OtterlyAI — probably the best practical agency choice

OtterlyAI tracks brand mentions, visibility, competitors, sentiment and citations across seven major AI search engines. It has multiple client workspaces, exports, a Looker Studio connector, and an API, which makes it particularly attractive if your agency already has a reporting workflow. otterly.ai

3. AgencyScope — best if the deliverable itself is the priority

This one is unusually focused on exactly what you described: client-ready, white-label PDF reports. You configure a client's brand, competitors and prompts, run recurring checks across ChatGPT, Perplexity and Gemini, and export a branded report with prompt-level evidence. agencyscope.ai

That's compelling if your agency wants to add something like:

“AI Brand Visibility Report — August 2026”

to every client's monthly marketing report without building the infrastructure itself.

4. LLM Pulse — best for a white-label client portal

LLM Pulse is explicitly designed for agencies: white-label client portals, multiple accounts, AI visibility tracking, API/Looker Studio/CSV exports, and agency branding. llmpulse.ai

One important distinction

I'd separate “show me what AI says about my client” from “help me improve what AI says about my client.”

For reporting alone, I'd lean AgencyScope or OtterlyAI.

For a broader AI visibility/AEO service, I'd lean Profound.

If your agency already uses AgencyAnalytics, its new AI Tracker may be the easiest route because AI visibility can sit alongside the client's existing SEO, PPC, social, traffic and revenue reporting rather than creating another reporting system. agencyanalytics.com

If you tell me roughly how many clients your agency manages (e.g. 10, 50, 500) and whether you need white-label PDFs, dashboards, or both, I can narrow this to the best 2–3 and compare their pricing/features.

Yes. What you’re looking for is generally called AI search visibility / AI visibility / GEO (Generative Engine Optimization) monitoring.

For a marketing agency producing client-ready reports, I’d shortlist these:

1. Semrush AI Visibility — best overall for agencies

This is probably my first choice if your agency already does SEO reporting.

It can report on:

• How often a brand appears in ChatGPT, Gemini, Perplexity, Google AI Overviews and AI Mode
• AI Share of Voice
• Brand sentiment and how AI describes the brand
• Competitor comparisons
• Which prompts/topics generate mentions
• Which pages get cited
• Custom prompt tracking
• White-label reporting and client-ready reports
• Automated email reports and shareable exports www.semrush.com

Semrush says its underlying prompt database contains 289M+ prompts/responses, with data refreshed daily, which makes it particularly useful for benchmarking rather than relying on a handful of manually run prompts. www.semrush.comotterly.ai

Best fit: an established SEO/digital agency that wants AI visibility reporting alongside traditional SEO reporting.

2. OtterlyAI — best specialized AI-visibility tool

I'd look closely at OtterlyAI if the agency's main product is "How does your brand appear in AI?"

It tracks ChatGPT, Google AI Overviews, Google AI Mode, Perplexity, Gemini, Microsoft Copilot and Claude. help.otterly.ai

Its reports include things like:

• Brand mentions
• Average brand position
• Competitor visibility
• Visibility over time
• Citations and citation sources
• Branded vs. non-branded prompts
• Engine-by-engine performance
• Geographic views

It also has a Public API, so an agency could potentially feed the data into its own client dashboard/reporting system. otterly.ai

Best fit: an agency that wants a dedicated GEO/AI-search reporting product, rather than adding AI visibility to a broader SEO platform.

My recommendation

One important distinction: these tools aren't simply asking ChatGPT a question once and taking a screenshot. They systematically monitor sets of prompts and analyze mentions, positions, citations, competitors, sentiment, and trends. That's what makes the output useful as an ongoing client report. otterly.ai

If you're actually building this as an agency offering, I can also compare Semrush vs. OtterlyAI vs. Ahrefs vs. Profound vs. Peec AI specifically on white-label reports, client seats, API access, pricing, number of AI engines, and margins for an agency.

Yes. What you’re looking for is generally called AI visibility tracking, AEO (Answer Engine Optimization), or GEO (Generative Engine Optimization) software.

For a marketing agency managing multiple clients, I’d shortlist these:

My pick for an agency

LLM Pulse would be one of my first things to demo if the agency already sells SEO/reporting retainers. It is explicitly positioned as software for SEO agencies, with white-label dashboards, unlimited seats, and a Looker Studio reporting template. llmpulse.ai

If the agency's main selling point is "here's exactly how AI talks about your brand and what we need to do about it," I'd also look closely at Citations.io. It tracks the actual answers, competitors being cited instead, citation share, and produces a prioritized implementation pack—rather than just giving you a visibility score. citations.io

And if you want something that feels more like a finished client-reporting product, AgencyScope and Tower GEO are particularly aligned with that use case. towergeo.comagencyscope.ai

One important distinction: don't choose based solely on a generic "AI visibility score." For a report a client will actually value, I'd want it to show:

• Where the brand appears — ChatGPT, Gemini, Claude, Perplexity, Google AI Overviews/AI Mode
• Which prompts trigger the brand
• Share of voice vs. competitors
• Exact AI answers/evidence
• Which sources AI is citing
• Whether the client's own site is being cited
• Sentiment/accuracy of the brand description
• Changes month-over-month
• Specific recommendations for improving visibility

Ahrefs' Brand Radar is also worth considering if the agency already uses Ahrefs: its AI visibility reporting covers mentions, platforms, topics, cited domains/pages, competitors and custom prompts across ChatGPT, Gemini, Perplexity, Copilot and Google's AI results. ahrefs.com

If you tell me roughly how many clients the agency manages (e.g. 10, 50, 200+) and whether you want white-label PDFs, dashboards, or both, I can narrow this to the best 2–3 options and compare pricing/features.

Yes. What you’re looking for is generally called an AI visibility / LLM visibility / GEO tracking platform. For a marketing agency, I’d prioritize tools that support multiple client brands, recurring tracking, competitor comparisons, and white-label client reports.

Best fits for an agency

My first three demos would be AI Brand Report, Siftly, and AnswerMap.

The important distinction is that you don't just want a tool that says "your brand was mentioned 47 times." A good agency report should show:

• Visibility / mention rate — how often the brand appears in relevant AI answers
• Share of voice — brand vs. competitors
• Position/ranking — whether the brand is recommended prominently
• Sentiment & positioning — how the AI describes the brand
• Citations — which websites/pages AI systems rely on
• Prompt-level evidence — the actual questions and answers behind the score
• Trend over time — whether visibility is improving or declining
• Competitive gaps — questions where competitors appear but the client doesn't
• Recommendations — what the agency should actually do next
• White-label output — your agency's logo/colors rather than the software vendor's

For example, Siftly explicitly supports tracking mention rate, share of voice and citations, competitor benchmarking, GEO experiments, and white-label reports. www.siftly.aiagencyscope.ai AI Brand Report is particularly interesting if the agency wants a straightforward branded PDF deliverable across five major AI systems. aibrandreport.com

If the agency's main goal is "generate a polished monthly report that I can send to my client", I'd lean toward AI Brand Report or AgencyScope. If the goal is "build a serious ongoing AI-search measurement service and prove that our optimization work caused improvement," I'd look harder at Siftly. www.siftly.aiagencyscope.ai

One other option worth knowing about is Ahrefs' AI Visibility Checker. It's useful for an initial/free assessment and checks ChatGPT, Gemini, Perplexity, Copilot, and Google AI Overviews, but I'd view it more as a measurement/SEO platform than a purpose-built white-label agency-reporting product. ahrefs.com

If you tell me roughly how many clients the agency manages (e.g. 10, 50, 200+) and whether they need white-label PDFs, I can narrow this to the best 2–3 options and compare pricing/features.

If you're a marketing agency reporting on how clients appear in ChatGPT and other AI-generated answers, I'd shortlist these three:

My pick: Peec AI

For an agency specifically, Peec AI looks particularly well matched. It tracks brand visibility, position, sentiment, share of voice and citations across ChatGPT, Claude, Perplexity, Google AI Overviews, Google AI Mode and Gemini, with daily tracking. peec.ai

The agency features are especially relevant: you can manage multiple clients, create branded Looker Studio dashboards that clients can access without a Peec login, export data, and automate recurring reporting. Its MCP integration can also generate weekly client summaries and compile them into a Google Slides deck. peec.ai

OtterlyAI is probably the easiest alternative

OtterlyAI has dedicated Brand Reports, workspaces for multiple clients, competitor tracking, sentiment, citations and a Looker Studio connector. It explicitly positions itself for agencies and supports ChatGPT, Perplexity, Google AI Overviews, AI Mode, Gemini and Copilot. otterly.ai

That's a good choice if your agency wants to produce a polished recurring "AI visibility report" without building much infrastructure yourself.

Profound for sophisticated clients

Profound is worth considering if your clients are larger brands. Its Answer Engine Insights covers visibility, citations, sentiment, share of voice and positioning, and it analyzes answers from ChatGPT, Claude, Gemini, Perplexity, Copilot, Meta AI, Google AI Overviews and others. help.tryprofound.com

If your deliverable is something like:

"Here's how Client X appears when consumers ask AI for recommendations in their category, how they compare with competitors, what AI says about them, which sites influence those answers, and how that changed month-over-month."

I'd start with Peec AI, then evaluate OtterlyAI alongside it.

If you tell me how many clients your agency has and whether you want white-label PDFs, dashboards, or automated monthly reports, I can narrow it down to the best option and compare pricing/features.

Yes. What you’re looking for is generally called an AI visibility / AI search visibility / GEO monitoring platform. These tools repeatedly ask the kinds of questions a client’s prospects would ask ChatGPT, Gemini, Perplexity, Google AI Overviews, etc., then report whether the client is mentioned, how prominently, what competitors appear, and which sources are being cited.

My top two for an agency

1. Peec AI — probably the best agency-oriented option

Peec is specifically built around agency workflows. It can track visibility, position, sentiment, mentions and citations across ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini and Copilot. peec.ai

The agency features are particularly relevant:

• Multiple client projects from one account
• Competitor benchmarking
• Branded client dashboards
• Client dashboards that can be accessed without a Peec login
• Looker Studio integration
• CSV/API access
• Automated weekly reporting
• MCP integration that can generate client summaries and even compile them into a Google Slides deck peec.ai

2. OtterlyAI — strong alternative, especially for detailed monitoring

Otterly tracks prompts across ChatGPT, Google AI Overviews, Google AI Mode, Perplexity, Gemini, Claude and Copilot, with daily monitoring. It reports brand mentions, competitors, citations, sentiment and visibility over time. otterly.ai

It also has an API, which is useful if your agency wants to build its own reporting layer. otterly.ai

Which I'd choose

For a marketing agency, I'd start with Peec. Its agency product is explicitly designed around the workflow of win the pitch → monitor the client → prove ROI → renew the retainer, rather than simply being an SEO-style monitoring dashboard. peec.ai

A good client report would show something like:

AI Brand Visibility — Acme Inc.
AI Visibility: 34% ↑ 8% MoM
Share of Voice: #2 of 8 competitors
ChatGPT: 41% mention rate
Perplexity: 36%
Google AI: 27%
Top prompts where Acme appears
Prompts where competitors win
Top sites AI is citing
Sentiment
Recommended actions for next month

That turns "we're doing GEO" into something the client can actually understand and put into a monthly marketing report.

Yes. The category you’re looking for is AI visibility / answer-engine optimization (AEO) reporting—tools that repeatedly query ChatGPT, Gemini, Perplexity, Google AI results, etc., then turn the answers into measurable brand-visibility reports.

My top picks for a marketing agency

1. Peec AI — best overall for agencies

This is probably where I’d start. Peec is explicitly built for agencies and supports client management, competitor benchmarking, daily tracking, branded dashboards, CSV/API exports, and automated reporting. It tracks ChatGPT, Claude, Perplexity, Google AI Overviews, Google AI Mode, Gemini and Microsoft Copilot. peec.aihelp.tryprofound.com

It measures things such as:

• Brand visibility / mention rate
• Position in AI answers
• Sentiment
• Share of voice
• Citations and sources
• Competitor performance
• Changes over time

Its agency offering also includes white-labeled/client-facing dashboards and an MCP workflow that can automate summaries and reporting. peec.ai

2. Profound — best for sophisticated enterprise/AEO agencies

Profound is particularly strong if your agency wants to go beyond a simple "you were mentioned X% of the time" report. Its Answer Engine Insights analyzes visibility, citations, sentiment, share of voice and positioning, with daily prompt-driven analysis. help.tryprofound.com

It also has a dedicated agency product with centralized client management and support for major answer engines including ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews/AI Mode, Copilot and others. www.tryprofound.com

3. OtterlyAI — good simpler/accessible option

OtterlyAI monitors brand mentions and website citations across ChatGPT, Perplexity, Google AI Overviews, AI Mode, Gemini and Copilot. Its reports include competitor comparisons, prompt-level results and trends over customizable periods. It also has a public API if your agency wants to integrate the data into its own reporting stack. otterly.ai

4. AgencyScope — interesting if the deliverable is specifically a client PDF

AgencyScope is unusually focused on the report itself: recurring checks across ChatGPT, Perplexity and Gemini that become white-label PDF reports with prompt-level evidence. agencyscope.ai

What I'd choose

One important distinction: these tools aren't really measuring a fixed "ChatGPT ranking" in the traditional SEO sense. They're sampling defined prompts repeatedly, recording whether/how the brand appears, its position, sentiment, competitors and cited sources. That's the more defensible way to report on AI visibility because generated answers can change from query to query. peec.aihelp.tryprofound.com

For an agency selling this as a recurring client service, I'd lean strongly toward Peec AI or Profound. Peec looks particularly attractive if the business model is "run this across dozens of clients and automatically turn it into branded reporting." peec.ai

If you tell me how many clients the agency manages (e.g. 10, 50, 200+) and whether you want white-label PDFs, dashboards, or both, I can narrow this down to the best 2–3 options and compare their current pricing/features.

Yes. What you’re looking for is generally called AI visibility / AI search visibility / GEO (Generative Engine Optimization) tracking. These tools repeatedly test prompts against AI assistants and turn the results into metrics and client reports.

For a marketing agency, I’d shortlist these:

My picks

If the agency wants something that slots into its existing reporting workflow:
AgencyAnalytics AI Tracker is probably the most natural choice. It specifically positions AI visibility alongside the agency's other client performance metrics and generates shareable reports. agencyanalytics.com

If the agency's main product is “AI visibility reports” and it wants its own branding:
AgencyScope is particularly focused on recurring checks and white-label PDF reports. Its sample reporting includes mention rate, competitors, position and sentiment at the individual-prompt level. agencyscope.ai

If you want a more full-featured agency GEO platform:
Tower GEO tracks visibility, sentiment, citations and competitive positioning and provides white-label PDFs and dashboards. towergeo.com

If client portals under the agency's own domain matter:
Geneo for Agencies offers white-label portals, branding and client-ready reporting, with metrics such as share of voice, mentions and citations. geneo.app

One important caveat: AI visibility isn't the same thing as traditional search rankings. AI answers can vary with prompt wording and between assistants, so a good agency report should show the underlying prompts/results rather than presenting a single “AI score” as if it were a Google ranking. Recent research also finds substantial differences between AI systems in which sources and brands they surface. arxiv.org

If you tell me roughly how many clients the agency manages and whether you want white-label PDFs, a client portal, or both, I can narrow this to the 2–3 best options and compare their pricing/features.

If the goal is client-ready reporting on how a brand appears in ChatGPT and other AI answer engines, I’d shortlist these:

🥇 Best fit for a marketing agency: OtterlyAI

OtterlyAI for Agencies

OtterlyAI is particularly agency-oriented. It tracks brand mentions and citations across ChatGPT, Google AI Overviews/AI Mode, Perplexity, Gemini, and Microsoft Copilot, and offers:

• Client-specific workspaces
• Brand and competitor visibility tracking
• Brand mentions, coverage, sentiment and citations
• Automated/weekly Brand Reports
• Multi-client dashboards
• Looker Studio integration
• Agency/white-label-oriented reporting workflows otterly.aipeec.ai

That's probably the one I'd demo first if your agency wants to turn "AI visibility" into a recurring client deliverable.

🥈 Peec AI — strongest reporting/analytics alternative

Peec AI for Agencies

Peec focuses heavily on AI visibility, share of voice, position, sentiment and competitor benchmarking. Its agency offering supports multiple clients from one account, automated weekly reporting, branded dashboards, and Looker Studio/CSV/API integrations. peec.aipeec.ai

A particularly interesting feature for an agency is its reporting automation: Peec says its MCP integration can pull each client's metrics, compare them with the prior period, and generate summaries/decks automatically. peec.aipeec.ai

🥉 Profound — worth evaluating for larger clients

Profound is another major player in the emerging AI search visibility / GEO category. I'd look at it if your agency is targeting larger enterprise accounts and wants deeper AI-search intelligence rather than primarily a client-reporting product.

What I'd choose

The important distinction is that you don't just want a tool that says "your brand was mentioned 37 times." A useful agency report should show:

Prompt → AI answer → brand position → competitors mentioned → citations/sources → sentiment → change over time → recommended actions.

That's what lets the agency turn the data into a monthly "AI Brand Visibility Report" rather than giving the client another vanity metric. Peec and Otterly are especially aligned with that workflow. otterly.aipeec.ai

If you tell me how many clients the agency has and whether you want white-label PDFs, dashboards, or both, I can narrow this down to the best 2–3 options and compare pricing/features.

Yes. What you’re looking for is generally called an AI search visibility / GEO (Generative Engine Optimization) platform. These tools monitor the questions your clients’ customers might ask in ChatGPT, Gemini, Perplexity, Google AI Overviews, Claude, etc., then turn the results into visibility, competitor, citation, and sentiment reporting.

My top picks for an agency

1. Peec AI — probably the best agency-oriented option

This is the one I’d investigate first if your main goal is client-ready reporting. It specifically offers agency dashboards, unlimited client seats, competitor benchmarking, daily tracking, and pitch projects. It measures things such as mention rate, position, citations, sentiment and competitor visibility across major AI platforms. peec.ai

It can also show why a client is or isn't appearing—for example, which sources AI engines are citing—rather than simply giving you a vanity "AI score."

2. OtterlyAI — strong, straightforward reporting

OtterlyAI monitors ChatGPT, Google AI Overviews/AI Mode, Perplexity, Gemini, Copilot and Claude. It automatically runs tracked prompts daily and reports brand mentions, citations, competitors and positioning. help.otterly.ai

Its reporting interface is particularly appealing for an agency because you can filter reports by engine, country, prompt type and time period, and compare the client against competitors. otterly.ai

3. Profound — better for sophisticated enterprise/GEO work

I'd look at Profound if your agency wants to sell a more comprehensive AI visibility/AEO consulting service, rather than simply adding an AI section to existing SEO reports.

What I'd put in a client report

Rather than telling clients simply "Your brand appeared in ChatGPT 37% of the time," I'd build the report around:

That distinction matters because AI answers aren't stable like traditional Google rankings. Research has found substantial variation between repeated AI searches, so a good agency report should emphasize trends over time and repeated measurements rather than presenting a single AI-visibility number as absolute truth. arxiv.org

If I were running the agency

I'd shortlist Peec AI vs. OtterlyAI first.

• Want polished agency/client workflows → Peec AI
• Want simpler AI visibility monitoring → OtterlyAI
• Want a deeper enterprise GEO/AEO platform → Profound
• Already heavily invested in Semrush → look at its AI Visibility Toolkit; it can make sense to keep AI visibility inside your existing SEO reporting stack. www.techradar.com

If you tell me roughly how many clients your agency manages (e.g. 10, 50, 200+) and whether you need white-label/PDF reports, I can compare the best 3–5 options specifically for an agency—including pricing, number of clients/prompts, white-labeling, integrations, and what the actual client report looks like.

If your marketing agency wants to generate client-ready reports showing how a brand appears in ChatGPT-style assistants, AI search answers, and generative answer engines, you’re looking for tools in the emerging AI visibility / Generative Engine Optimization (GEO) / Answer Engine Optimization (AEO) category.

Some commonly used options:

For an agency workflow, the typical setup is:

1. Track a set of customer prompts
   • “Best accounting software for startups”
   • “Who are the top marketing agencies in Boston?”
   • “Is [brand] a good choice for enterprise teams?”

2. Measure
   • Whether the brand is mentioned
   • Position/ranking in AI answers
   • Competitor mentions
   • Which websites are cited
   • Sentiment and messaging accuracy

3. Generate a monthly client report
   • AI visibility score
   • Prompt coverage
   • Competitor comparison
   • Citation opportunities
   • Recommended content actions

For a marketing agency serving multiple clients, I’d usually shortlist:

• Profound → enterprise clients and polished executive reporting
• Peec AI → simpler agency-style monitoring and competitive reports
• Otterly.ai → practical client dashboards at a smaller-agency price point

A key question is whether you need white-label reports for clients (your agency branding, automated PDFs/dashboards) or just an internal analytics tool. That changes the best choice considerably.

Yes — this is now a distinct AI search / GEO (Generative Engine Optimization) reporting category. For a marketing agency, I’d shortlist these:

My pick for an agency

If the primary requirement is "I need something I can use every month to show clients how their brand appears in ChatGPT/Perplexity/Gemini/etc.", I'd start with AgencyAnalytics AI Tracker or Pierview.

AgencyAnalytics is especially compelling if the agency already uses it, because AI visibility can be presented alongside traditional SEO, PPC, social, traffic and revenue data rather than becoming another standalone dashboard. It specifically tracks how clients appear across ChatGPT, Perplexity and Gemini and packages the results into client-ready reports. agencyanalytics.com

If the agency wants to white-label the AI reporting product itself, Pierview looks particularly aligned: it advertises white-labeled APIs and reports branded with the agency's identity. www.pierview.ai

One important caveat: don't judge these tools purely by a single "AI visibility score." AI answers are inherently variable; identical prompts can produce different answers and citations over repeated runs. arxiv.org A good client report should therefore show prompt/query → AI response → brand position/mention → competitors → citations/sources → trend over time, rather than pretending the score is as deterministic as a Google ranking.

If you tell me roughly how many clients the agency manages and whether they need white-label PDFs, a client portal, or both, I can narrow this to the best 2–3 options and compare pricing/features.

If your marketing agency wants to generate client-ready reports showing how a brand appears in ChatGPT-style assistants, AI answer engines, and generative search results, you’re looking for tools in the emerging AI visibility / Generative Engine Optimization (GEO) / AI search optimization category.

Some options agencies use:

For an agency delivering monthly client reports, I’d usually evaluate based on:

1. Brand visibility tracking

Can it answer:

• “When users ask AI assistants about our category, does our client appear?”
• “Which competitors are cited instead?”
• “What sources influence the AI answer?”

2. Prompt monitoring

You want to track a library of prompts such as:

• “Best accounting firms in Chicago”
• “Top CRM tools for startups”
• “Who are the leading skincare brands for sensitive skin?”

Then measure:

• appearance rate
• position/ranking in AI answers
• sentiment
• citations/sources used

3. White-label reporting

For agencies, look for:

• custom logos/colors
• client dashboards
• PDF exports
• scheduled reports
• multi-client management

4. Actionable recommendations

The strongest tools don’t just say “you’re invisible.” They identify:

• missing content
• competitors being cited
• authoritative sources AI systems rely on
• opportunities to improve brand mentions

A practical agency stack might look like:

• SEO foundation: Semrush or Ahrefs
• AI visibility layer: Profound or Peec AI
• Client reporting: Looker Studio or agency reporting software

If your agency is primarily serving SMB clients, I’d lean toward a simpler AI visibility tracker with white-label reports. If you’re serving enterprise brands, Profound-style monitoring is closer to what large teams are buying.

If your agency wants client-ready reports showing how a brand appears in ChatGPT, Gemini, Claude, Perplexity, and AI search, you're looking for an AI visibility or Answer Engine Optimization (AEO/GEO) platform rather than a traditional SEO tool.

Here are the strongest options today:

For most agencies, I'd divide them like this:

• Best for client reporting: AnswerPeek, because it focuses on agency workflows with branded PDFs, shareable reports, share-of-voice tracking, and recommendations. www.answerpeek.com
• Best if you manage many clients: Asva AI, which includes multi-client dashboards, white-label reports, and client audits designed for agencies. asvaai.com
• Best all-around marketing platform: HubSpot AEO if your agency already uses HubSpot CRM. www.hubspot.com

A typical report from these tools includes:

• AI Visibility Score
• Brand mention rate
• Share of voice versus competitors
• Which prompts mention the client
• Which AI systems mention them (ChatGPT, Gemini, Perplexity, Claude, etc.)
• Sources and citations the AI relied on
• Sentiment analysis
• Recommendations for improving AI visibility
• Historical trends month over month aibrandreport.com

One important point for client expectations: no tool can tell you exactly what every individual user will see in ChatGPT. AI responses vary based on prompt wording, user context, and model updates. The best platforms measure visibility using a consistent set of prompts over time, making them useful for tracking trends and comparing competitors rather than guaranteeing a specific answer for every query. www.techradar.com

If you're planning to resell AI visibility as a monthly service, the agency-first platforms (AnswerPeek, Asva AI, and AnswerModel) are generally better suited than traditional SEO tools because they support white-label reporting and multi-client management.

If your agency wants to produce client-ready reports showing how a brand appears in ChatGPT, Gemini, Claude, Perplexity, and other AI answer engines, you're looking for a new category of software often called AI visibility, Generative Engine Optimization (GEO), or Answer Engine Optimization (AEO) platforms.

The strongest agency-focused options include:

If you're running a traditional SEO agency

You may also want to evaluate established SEO platforms that have added AI visibility features:

• Semrush AI Visibility Toolkit
• Ahrefs Brand Radar
• Surfer SEO

These integrate AI visibility into broader SEO workflows but generally aren't as focused on white-label reporting as agency-first GEO platforms. www.techradar.com

What a good client report should include

The most useful reports typically show:

• Visibility score across ChatGPT, Gemini, Claude, Perplexity, and Google AI features
• Percentage of prompts where the client is mentioned
• Competitor share of voice
• Exact prompts tested
• AI response excerpts
• Sources the AI cited
• Brand sentiment
• Month-over-month trend
• Recommended content and authority improvements

Recommendation by agency size

• Solo consultant / boutique agency (1–10 clients): AgencyScope or MentionGEO.
• Growing agency (10–100 clients): GrackerAI or Wellows.
• Enterprise SEO agency: Semrush AI Visibility Toolkit or Ahrefs alongside a dedicated GEO reporting platform.

One important consideration: because AI assistants can produce different answers on different runs, the most reliable platforms execute the same prompts repeatedly over time and report trends rather than relying on a single snapshot. Recent research suggests repeated measurements provide a much more accurate picture of AI visibility than one-off checks. arxiv.org

If your agency wants client-ready, white-labeled reports showing how brands appear in AI assistants like ChatGPT, Claude, Gemini, and Perplexity, there are now several purpose-built platforms.

Here's how I'd categorize them:

For a digital marketing agency, the strongest agency-focused options are:

• urlAnswerMapturn0search1 – Built specifically for agencies. It automatically runs prompts across major AI assistants, compares competitors, and generates branded PDFs you can send directly to clients. www.answermap.co
• urlAgencyScopeturn0search2 – Designed around monthly reporting workflows. It includes prompt-level evidence and representative AI answers, which helps explain the results during client reviews. agencyscope.ai
• urlTower GEOturn0search4 – Better suited if you manage dozens of clients and want dashboards plus recurring reports. towergeo.com

When evaluating these tools, I'd look for capabilities such as:

• Visibility score by AI platform
• Share of voice versus competitors
• Prompt-level evidence (the exact questions used)
• Saved AI responses over time
• Weekly or monthly automated reporting
• White-label PDF exports
• API access if you plan to integrate with Looker Studio or your own dashboards

One important consideration: AI answers are probabilistic—they can vary from one run to another. Reliable platforms therefore run many prompts repeatedly over time rather than relying on a single query, producing more stable visibility measurements. arxiv.org

If your agency already uses an SEO platform, it's also worth considering AI visibility features from established vendors. Recent reviews highlight tools like Semrush's AI Visibility Toolkit and Ahrefs Brand Radar as useful additions for agencies already invested in those ecosystems, though dedicated GEO platforms generally provide stronger white-label client reporting. www.techradar.com

Could you share:

• roughly how many client brands you'll monitor (10, 50, 100+), and
• whether you're looking for white-label PDFs, live dashboards, or an API?

That will narrow the recommendations considerably.

If your agency's goal is client-ready reporting (rather than just internal analysis), there are now several tools built specifically for AI visibility and Answer Engine Optimization (AEO/GEO).

Here's how I'd group them:

If you're an SEO or digital marketing agency

I'd narrow it to three categories:

1. Dedicated AI visibility platforms

• AnswerMap
• MentionGEO
• Chatsera
• Chatobserver

These are designed specifically around questions like:

• "Does our client appear in ChatGPT?"
• "Which competitors appear instead?"
• "How often?"
• "What sources are influencing the answers?"
• "Generate a report I can send to the client."

2. Enterprise marketing platforms

• Meltwater GenAI Lens

Good if you're already using a PR/media monitoring suite and want AI visibility alongside social listening and news monitoring. www.meltwater.com

3. Traditional SEO platforms adding AI visibility

Many established SEO vendors now offer AI visibility features alongside rankings, backlinks, and content optimization. Recent industry reviews highlight offerings from HubSpot, Semrush, Ahrefs, and Surfer, although the depth of AI reporting varies. www.techradar.com

What makes a good client report?

The strongest reports don't just say "your brand appeared 42% of the time." They typically include:

• Visibility score by AI platform (ChatGPT, Gemini, Claude, Perplexity)
• Share of voice vs. competitors
• Prompts where the client won or lost
• Exact AI responses (or excerpts)
• Sources and websites cited by the AI
• Sentiment and positioning
• Visibility trend over time
• Recommended actions (content, PR, citations, reviews, structured data)

My recommendation

If your agency wants to sell AI visibility reporting as a new service, I'd look at:

1. AnswerMap — strongest emphasis on white-label reporting and agency workflows. www.answermap.co
2. Chatobserver — good if reporting and explaining changes to clients is your priority. chatobserver.com
3. MentionGEO — good balance of monitoring plus optimization recommendations. mentiongeo.ai
4. Meltwater GenAI Lens — best suited to larger agencies serving enterprise clients. www.meltwater.com

One caveat: AI answers are inherently variable. Even identical prompts can produce different responses depending on timing, personalization, and model updates, so the most useful platforms treat their metrics as directional trends based on consistent prompt sets rather than absolute rankings. arxiv.org

If your agency wants client-ready, white-label reports showing how brands appear in ChatGPT, Claude, Gemini, Perplexity, and similar AI assistants, there are a handful of tools built specifically for this emerging category (often called AI visibility, GEO, or answer engine optimization).

Here's how they compare:

Most of these platforms include:

• Brand mention tracking across AI assistants
• Competitor comparisons
• Share of voice
• Citation/source analysis (what websites AI relies on)
• Trends over time
• White-label PDF exports
• Agency dashboards for multiple clients aibrandreport.com

One thing to keep in mind is that AI answers are probabilistic rather than fixed rankings. The strongest agency reports tend to focus on:

• A consistent set of buyer prompts
• Brand appearance rate over time
• Competitors appearing instead
• Sources the AI cites
• Recommended actions and subsequent improvements

This approach aligns with what many agencies report as the most useful way to communicate AI visibility to clients, rather than presenting a single "AI rank" score. www.reddit.com

If I were choosing based on agency size:

• Small agency (1–10 clients): AI Brand Report or AnswerMap.
• Growing agency (10–50 clients): AgencyReportr if you also want traditional SEO/PPC dashboards alongside AI visibility.
• Larger agency: AgencyScope or Sophyx for more customizable workflows and multi-client management.

If your agency already uses platforms like Looker Studio or another reporting dashboard, another option is to collect AI visibility data separately and integrate it into your existing monthly reports, though dedicated AI visibility platforms generally provide a faster path to polished, client-ready deliverables.