ChatGPT answers, unedited

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:

AgencyAnalytics AI Tracker is probably the strongest fit if your agency already uses AgencyAnalytics. It tracks client visibility across ChatGPT, Google AI Overviews/AI Mode, Claude, Perplexity, and Gemini, with client-ready reporting. AgencyAnalytics

Other strong options:

• AgencyScope — especially focused on white-label PDF reports and prompt-level evidence across ChatGPT, Perplexity, and Gemini. AgencyScope
• Tower GEO — agency-oriented dashboards, competitor benchmarking, sentiment/citations, and white-label reports. Tower GEO
• GetMentioned — multi-client management, automated reports, competitor comparisons, and source-level attribution. GetMentioned
• Visibrand — agency plan with multi-brand tracking, competitive reports, API/webhooks, and white-labeling. Visibrand

My pick: AgencyAnalytics for an established marketing agency; AgencyScope if the primary requirement is polished, white-label AI-visibility reports. AgencyAnalytics AgencyScope

If your marketing agency wants to measure how clients appear in ChatGPT, Gemini, Perplexity, Claude, Google AI Overviews, etc. and turn that into client-ready reports, you're looking for an AI visibility / GEO (Generative Engine Optimization) tracking platform.

My top picks

1. agencyanalytics.com — best if you're already an agency

• Built specifically into an agency reporting platform.
• Tracks ChatGPT, Gemini, Claude, Perplexity, Google AI Overviews and AI Mode.
• Measures visibility, sentiment, share of voice and competitors.
• Particularly strong if you already report SEO/PPC/social performance to clients because AI visibility sits alongside those metrics.
• Produces client-ready reports and connects AI visibility with traffic/revenue data. AgencyAnalytics
• agencyscope.ai — best for simple white-label AI reports

• Designed specifically around agencies.
• Run recurring prompts across ChatGPT, Perplexity and Gemini.
• Generates white-label PDFs.
• Shows mention rate, position, sentiment and competitor comparisons.
• This is probably the closest match if the deliverable itself—"here's your monthly AI visibility report"—is the main goal. AgencyScope
• towergeo.com — best for a dedicated GEO service

• Multi-client management.
• Tracks ChatGPT, Claude, Perplexity and Gemini.
• Competitive benchmarking, sentiment and citation tracking.
• Offers white-label PDFs and branded client dashboards.
• More geared toward an agency that wants to sell GEO as a recurring service, rather than simply add one more metric to SEO reports. Tower GEO
• getbrandcite.com — strong white-label/reporting option

• Specifically positions itself as an agency reporting tool.
• White-label PDFs, competitive visibility, intent breakdowns and source-domain analysis.
• Covers ChatGPT, Perplexity, Google AI Overviews, Claude and Gemini. BrandCite
• aisinsights.com — strongest-looking measurement breadth

• Tracks ChatGPT, Google AI Overviews/AI Mode, Copilot, Perplexity, Gemini and Claude.
• Measures share of voice, sentiment, mentions and citations.
• Daily refreshes and separate workspaces for multiple brands.
• Currently appears to be in private beta, so I'd investigate availability before making it your agency standard. AIS Insights

What I'd choose

If you're an established SEO/marketing agency: I'd start with AgencyAnalytics AI Tracker because it lets you put AI visibility into the same reporting workflow as your existing marketing metrics.

If you're specifically creating a new "AI visibility report" product for clients: I'd look hardest at AgencyScope, Tower GEO, and BrandCite. They are much more focused on the white-label/client-deliverable side.

The report should ideally show more than "your brand was mentioned." A useful client report would include:

• AI visibility / mention rate
• Share of voice vs. competitors
• Position/ranking when mentioned
• Sentiment
• Which prompts trigger the brand
• Which prompts competitors win
• Which sources AI assistants cite
• Which publishers/sites are influencing the answers
• Changes month over month
• Specific recommendations for improving visibility

That's important because AI answers can vary from one run to another; repeated standardized prompts and trend data are much more meaningful than sending clients occasional screenshots. Demand Local, Inc.

If you tell me how many clients the agency manages (e.g. 10, 50, 200+) and whether you're already using AgencyAnalytics, Looker Studio, Semrush, Ahrefs, etc., I can narrow this down to the best 2–3 tools and compare pricing, white-labeling, AI engines, API access, and report quality.

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 customers ask in ChatGPT, Gemini, Perplexity, etc., then measure whether the brand is mentioned, recommended, cited, and how it compares with competitors.

For a marketing agency specifically, I’d shortlist these:

• agencyanalytics.com — probably the best fit if the agency already uses AgencyAnalytics. It puts AI visibility alongside SEO, PPC, social, traffic and revenue reporting, and supports ChatGPT, Google AI Overviews/AI Mode, Claude, Perplexity and Gemini. It also produces client-ready reports. AgencyAnalytics
• agencyscope.ai — particularly focused on white-label agency reporting. It checks ChatGPT, Perplexity and Gemini and produces branded PDFs with prompt-level evidence, competitor comparisons and platform-by-platform visibility. AgencyScope AgencyScope
• getmentioned.co — designed around managing multiple client brands. It tracks mentions/recommendations and rankings across ChatGPT, Gemini and Perplexity, with white-label reporting on enterprise plans. GetMentioned
• siftly.ai — more oriented toward agencies that want both AI visibility measurement and GEO optimization, including competitive benchmarking and experiments. Siftly
• towergeo.com — explicitly built for agencies, with multi-client workspaces, competitor/sentiment/citation tracking and white-label client reports. It currently covers ChatGPT, Claude, Perplexity and Gemini. Tower GEO
• aisinsights.com — interesting if you want broad model coverage; it says it tracks ChatGPT, Google AI Overviews/AI Mode, Copilot, Perplexity, Gemini and Claude, with multi-brand workspaces and client-ready reporting. It's currently in private beta. AIS Insights

My pick

If your agency's primary requirement is "give me a polished report I can send to my client every month", I'd start with AgencyScope.

If you want AI visibility to become one component of a broader agency reporting dashboard, I'd look hardest at AgencyAnalytics AI Tracker.

If the agency wants to sell a more sophisticated GEO/AI-search optimization service, I'd investigate Siftly or Tower GEO.

The reports I'd consider genuinely useful should show more than an arbitrary "AI visibility score." Ideally they include:

• Brand mention rate — how often the client appears.
• Position/rank — whether the client is first recommendation, second, etc.
• Share of voice versus competitors.
• Sentiment / recommendation quality.
• Citation sources — which websites AI is relying on.
• Exact prompts and AI answers — critical for proving the metric isn't fabricated.
• Platform breakdown — ChatGPT vs. Gemini vs. Perplexity, etc.
• Trend over time.
• Competitor comparisons.
• White-label PDF/dashboard output for the client.

That's important because AI answers aren't equivalent to traditional Google rankings; the underlying answers and citations can change, so a report needs to preserve the evidence behind the score. AgencyScope Prism

If you tell me how many clients the agency has (e.g. 10, 50, 500) and whether you want white-label PDFs, dashboards, or both, I can narrow this to the 3 best tools and compare pricing/features.

Yes. What you’re looking for is generally called AI visibility / AI search visibility / GEO (Generative Engine Optimization) tracking. These platforms repeatedly query AI assistants and turn the results into metrics and reports—rather than relying on occasional screenshots.

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

• gumshoe.ai — Particularly strong for agency reporting. It tracks visibility across 11 AI models, competitors, rankings, and citation sources, with shareable dashboards, CSV/JSON, API access, and agency-branded reports. Gumshoe AI
• llmpulse.ai — Built specifically for SEO agencies, with white-label dashboards, multi-client management, AI visibility scores, and a Looker Studio template. LLM Pulse
• seerly.app — Good if you want reports that show the actual AI answer behind each metric, plus visibility, sentiment, competitive position, and citations. It supports agency branding. Seerly
• agencyscope.ai — More narrowly focused on producing client-ready white-label PDFs from recurring ChatGPT, Perplexity, and Gemini checks. Useful if reporting itself is the primary requirement. AgencyScope
• towergeo.com — Agency-oriented monitoring with brand visibility, sentiment, competitors, and white-label PDF/live-dashboard reporting across major AI engines. Tower GEO
• ahrefs.com — Worth considering if the agency already uses Ahrefs. It measures brand mentions across ChatGPT, Gemini, Perplexity, Copilot, and Google AI Overviews and identifies topics and cited domains. Ahrefs

What I'd choose

If your agency's goal is “give every client a polished monthly report showing how their brand appears in ChatGPT/Perplexity/Gemini and how that's changing”, I'd start with Gumshoe, LLM Pulse, and Seerly.

The important capabilities to look for are:

1. Prompt tracking — questions your client's actual customers might ask.
2. Multiple AI engines — not just ChatGPT.
3. Brand mention/share of voice — how often the client appears versus competitors.
4. Citation tracking — which websites AI uses to support its answers.
5. Sentiment/positioning — whether AI describes the brand positively and what it says about it.
6. Historical tracking — whether visibility improves month over month.
7. Competitor benchmarking.
8. Evidence/answer capture — the actual AI responses behind the numbers.
9. White-label reporting — agency logo/colors and client-ready PDFs or dashboards.
10. API/Looker Studio integration if you want to combine AI visibility with your existing SEO/GA4 reporting.

This is becoming a legitimate reporting category rather than just an experimental SEO add-on: current industry reporting describes AI Visibility (AIV) as a metric for measuring how brands appear in LLM-generated answers. vogue.com

If you tell me how many clients the agency manages and whether you want PDFs, Looker Studio, or a white-label dashboard, I can narrow this down to the 2–3 best tools and compare their pricing/features.

If your agency wants client-ready reports showing how brands appear in ChatGPT and other AI answer engines, there are several purpose-built tools now. The best fit depends on whether you mainly want white-label reporting or a broader GEO/AI-search optimization platform.

My shortlist

• AgencyScope — probably the closest match to exactly what you described. It is built specifically for agencies: recurring checks across ChatGPT, Perplexity, and Gemini, competitor comparisons, prompt-level evidence, and white-label PDF reports with your agency logo/colors. AgencyScope AgencyScope

agencyscope.ai

• Zumi — stronger if you want broader AI-engine coverage. It supports up to nine engines, including ChatGPT, Gemini, Perplexity, Claude, Copilot, Grok, Google AI Overviews/AI Mode, and DeepSeek, with separate client workspaces and white-label QBR-ready reports. Zumi

zumihq.com

• Tower GEO — agency-oriented platform covering ChatGPT, Claude, Perplexity, and Gemini, with visibility, sentiment, citations, competitor tracking, and white-label PDFs/client dashboards. Tower GEO

towergeo.com

• GetMentioned — designed around managing a portfolio of clients, tracking mentions/recommendations and competitive visibility, with automated reports and white-label reporting on its higher-tier plans. GetMentioned

getmentioned.co

• MentionScope — interesting if your agency cares heavily about buyer-intent questions and shortlist visibility. It monitors ChatGPT, Claude, Perplexity, and Gemini and turns weekly results into branded reports. MentionScope

mentionscope.io

What I'd choose

If the requirement is:

"We already run marketing/SEO for clients. We want to add an AI visibility report to our monthly deliverable without building the reporting infrastructure ourselves."

I'd start with AgencyScope. Its positioning is unusually focused on that exact workflow, including prompt-level evidence and client-facing PDFs rather than just giving you another analytics dashboard. AgencyScope

If instead you want to build a more comprehensive GEO service around multiple AI engines, I'd look closely at Zumi or Tower GEO.

One important distinction: a good report should show more than "your brand was mentioned 63% of the time." Ideally it should show the actual prompts, the AI answers, position/recommendation strength, competitors appearing alongside the brand, citations/sources, sentiment, and changes over time. That makes the report defensible in a client meeting rather than just another opaque AI score. AgencyScope, for example, explicitly includes representative answer excerpts and prompt-level findings. AgencyScope

If you tell me how many clients your agency manages (e.g. 10, 50, 200+) and whether you need white-label PDFs, a client portal, 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 AI visibility tracking, AI search visibility, or GEO/AEO reporting: a platform that repeatedly asks the major AI systems relevant customer questions and reports whether the client is mentioned, recommended, cited, and how competitors compare.

My top picks for an agency

1. agencyscope.ai — best fit if the deliverable is the report itself

• Built specifically for SEO/GEO agencies.
• Tracks ChatGPT, Perplexity, and Gemini.
• Generates white-label PDFs with your agency branding.
• Includes prompt-level evidence and representative AI answers, which is valuable when a client asks, “Where did that score come from?”
• Designed for recurring monthly reporting. AgencyScope AgencyScope
• aibrandreport.com — strong all-around agency option

• Tracks ChatGPT, Gemini, Claude, Grok, and Perplexity.
• White-label client PDFs.
• Competitor benchmarking and citation-source tracking.
• Specifically designed to turn AI visibility into a recurring agency deliverable. AI Brand Report
• siftly.ai — better if you also want optimization/ROI

• Tracks ChatGPT, Perplexity, and Google AI Overviews.
• Measures visibility, mentions, share of voice, and experiments designed to demonstrate GEO impact.
• More of an AI-search optimization platform than simply a reporting generator. Siftly
• answermap.co — particularly agency-friendly

• Weekly monitoring across ChatGPT, Perplexity, Claude, and Gemini.
• White-label reports delivered automatically.
• Tracks mentions, sentiment, positioning, and competitor share of voice.
• Interesting if you want a relatively turnkey “every Monday, here's your client's AI visibility report” workflow. Answermap
• getbrandcite.com — good for polished reporting

• White-label PDFs, competitor analysis, recommendations, and source-domain insights.
• Covers ChatGPT, Perplexity, Google AI Overviews, Claude, and Gemini. BrandCite

What I'd choose

If your agency's primary product is “we'll show you how your brand appears in AI answers”, I'd start by evaluating AgencyScope vs. AI Brand Report.

The important thing isn't just an overall “AI visibility score.” For a credible client report, I'd want it to show:

• Brand mention rate — how often the client appears.
• Recommendation/position — whether the AI actually recommends them, not merely mentions them.
• Share of voice — client vs. named competitors.
• Citation sources — which websites/content are influencing the answers.
• Prompt-level evidence — the actual questions and representative answers.
• Platform breakdown — ChatGPT vs. Gemini vs. Claude vs. Perplexity, etc.
• Trend over time — month-over-month movement.
• Actionable gaps — what the agency should change to improve visibility.
• White-label PDF/dashboard — so the client sees your agency's report, not another SaaS company's branding.

That distinction matters because “we appear in AI” is much less compelling than “we appear in 64% of relevant buyer questions, versus 42% for your closest competitor, but we're absent from these five high-value prompts—and here's the evidence.”

AI visibility is becoming a legitimate reporting category alongside traditional SEO metrics; recent industry reporting shows agencies increasingly measuring how brands appear in ChatGPT and other generative systems. Vogue

If you tell me how many clients your agency manages and whether you want monthly PDFs, a live dashboard, or both, I can narrow this down to the 2–3 best tools and compare their pricing/features for an agency.

If you mean “I’m a marketing agency and want a polished, repeatable report showing clients how their brand appears in ChatGPT, Google AI results, Perplexity, Gemini, etc.”, I’d shortlist these:

1. tryprofound.com — best for larger agencies

Profound is probably the strongest agency-oriented option. It tracks brand visibility across ChatGPT, Perplexity, Gemini, Claude, Copilot, Grok, Google AI Overviews and AI Mode, including mentions, sentiment, citations and competitive visibility. It also has centralized client management specifically for agencies. Profound Profound

Its reporting is particularly suited to an agency explaining things like:

• “Your brand appears in 37% of relevant AI answers.”
• “Competitor X has 2.1× your AI share of voice.”
• “These are the sites AI systems are citing when discussing your category.”
• “Here's how AI describes your brand.”
• “Here are the prompts where you're invisible.”

Profound also says it captures responses from the consumer browsing experience rather than simply relying on model APIs, which is useful when the goal is to approximate what users actually see. Profound

I'd choose Profound if AI visibility/AEO is becoming a significant recurring service your agency sells.

2. otterly.ai — best value / easier reporting

OtterlyAI is particularly interesting if you want something that is easy to turn into a monthly client deliverable without going all-in on an enterprise platform.

It tracks ChatGPT, Google AI Overviews, Google AI Mode, Perplexity, Gemini, Copilot and Claude, with metrics including brand mentions, coverage, share of voice, sentiment, rankings and cited URLs. It explicitly supports branded client reports, PDF/CSV exports, scheduled reporting and Looker Studio integration. Otterly

It also offers an API, which could be useful if your agency eventually wants to incorporate AI-search metrics into its own reporting portal or dashboards. Otterly

I'd choose OtterlyAI if you want to start selling “AI visibility reports” to lots of SMB/mid-market clients quickly.

3. Other platforms worth evaluating

There are also platforms such as Scrunch, AthenaHQ, Peec AI, Semrush, Ahrefs, AirOps, Conductor and BrightEdge in the AI-visibility/AEO space. A recent agency-focused comparison puts Profound, Scrunch and Otterly among the leading options, with different strengths around agency management, reporting, integrations and optimization. Profound

My recommendation

One important distinction: don't just look for an “AI rank tracker.” For a client-ready report, you want prompt-level answers + brand mentions + share of voice + competitor comparison + sentiment/narrative + citations + historical trends. That's what turns “here's an AI score” into something a CMO can actually understand and pay for.

If you tell me roughly how many clients your agency has and whether you want white-label/PDF reports, I can narrow this down to the best 2–3 tools and compare pricing, white-labeling, client portals, API access, and report quality.

Yes. If the goal is an agency tool that can monitor how clients appear in ChatGPT/AI search and turn that data into polished client reports, there are several good options right now.

My shortlist

• agencyscope.ai — best if reporting is the priority. It is specifically designed for SEO/GEO agencies: recurring checks across ChatGPT, Perplexity, and Gemini, prompt-level evidence, competitor comparisons, and white-label PDF reports with the agency's branding. AgencyScope AgencyScope
• agencyanalytics.com — best if the agency already uses AgencyAnalytics. AI visibility sits alongside SEO, PPC, social, traffic and revenue reporting. It tracks ChatGPT, Google AI Overviews/AI Mode, Claude, Perplexity and Gemini, with competitor benchmarking. AgencyAnalytics
• towergeo.com — good agency-focused GEO platform. It monitors ChatGPT, Claude, Perplexity and Gemini, tracks visibility/sentiment/citations, and offers white-label client reports and client-facing dashboards. Tower GEO
• adventyx.ai — good for broader AI coverage. It monitors ChatGPT, Gemini, Perplexity, Claude and Grok, supports multiple clients, competitive benchmarking, automated monitoring and PDF/dashboard reporting. AdventyX
• promptrack.io — worth considering if you want automated reporting plus actionable recommendations. It tracks visibility, position, share of voice, sentiment and sources across several AI engines and offers white-label PDF reports. Promptrack

What I'd choose

If your agency's primary deliverable is something like:

"Here's how Client X appeared in AI answers this month, how they compare with competitors, what changed, and what we recommend doing next."

I'd start with AgencyScope. Its positioning is unusually focused on the client-reporting workflow rather than trying to be an entire SEO/GEO platform. It also explicitly includes answer-level evidence, which is important when a client asks, "Show me where ChatGPT actually said that." AgencyScope

If the agency already has AgencyAnalytics as its reporting hub, I'd test AI Tracker first because it avoids creating another reporting ecosystem. AgencyAnalytics

One important distinction: AI visibility reporting is not the same as traditional SEO rank tracking. The useful reports should ideally show the actual prompts, whether the brand was mentioned/recommended, competitor presence, citations/sources, sentiment/position, the AI platform involved, and changes over time—not just an arbitrary "AI score."

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

For a marketing agency, you’ll want a tool that does more than just “AI mentions.” A client-ready report should usually show:

• Which AI assistants mention the brand (ChatGPT, Gemini, Perplexity, Claude, Copilot, Google AI Overviews)
• What prompts trigger visibility
• Share of voice vs competitors
• Which sources AI systems cite
• Sentiment / positioning
• Action items to improve visibility
• Exportable dashboards or PDFs

Here are some strong options:

My shortlist by agency type

If you run SEO/content retainers and need polished monthly client reports:

1. Ahrefs Brand Radar
2. Semrush AI Visibility tools
3. Profound

If your agency wants to sell a new “AI visibility audit” service:

1. CitedSpy
2. ModelMention
3. Ranqo

If you want the report to look like a consulting deliverable:

• Use a dedicated AI visibility platform to gather data.
• Add your own interpretation layer: - “AI recommendation rate”
• “Competitor displacement opportunities”
• “Missing citations”
• “Content/entity gaps”
• “30-day GEO action plan”

A typical agency deliverable might be titled:

“AI Brand Visibility Report — How [Client] Appears in ChatGPT, Gemini & AI Search Results”

Sections:

1. Executive summary
2. AI visibility score
3. Prompt tests and outcomes
4. Competitor comparison
5. Sources influencing AI answers
6. Reputation/positioning issues
7. Recommended fixes

For a white-label agency model, I’d lean toward Ahrefs Brand Radar, Profound, or CitedSpy depending on budget and how much customization you want. Ahrefs CitedSpy Search Engine Land

Yes. What you’re looking for is generally called an AI search visibility / AEO (Answer Engine Optimization) platform—something that tracks how a client’s brand is represented in ChatGPT, Google AI Overviews, Perplexity, Gemini, etc., then turns that into agency-friendly reporting.

My top picks for an agency

I'd start with OtterlyAI. Its reporting is particularly aligned with what you described: brand mentions, citations, sentiment, share of voice, competitor comparisons, prompt-level results, and historical trends. It can export reports and, importantly for an agency, feed the data into Looker Studio so you can create branded client dashboards that clients don't need an Otterly login to view. Otterly Otterly AI

It also tracks the actual AI answers across seven major AI/search experiences and shows which brands were mentioned, their position, sentiment, and which URLs were cited. Otterly AI Otterly

What a client report could look like

You could give each client a monthly report along these lines:

• AI Visibility Score: 62/100, ↑ 14% MoM
• Share of Voice: 18% vs. competitors at 31%, 24%, 12%
• ChatGPT: mentioned in 43% of target prompts
• Google AI Overviews: cited in 27%
• Perplexity: cited in 35%
• Top prompts where we're winning
• High-value prompts where competitors are being recommended instead
• How AI describes the brand: positive / neutral / negative
• Most frequently cited client pages
• Competitor comparison
• Recommended content/SEO actions for next month

That last part is particularly useful for an agency because you can turn the report from "here's what AI says about you" into "here's what we're going to do about it." OtterlyAI now has built-in prioritized recommendations based on the visibility data as well. Otterly AI

When I'd choose the others

Profound is worth looking at if you're a larger agency doing serious enterprise AEO. It explicitly has an agency solution with centralized client management, and its reporting covers visibility, citations, sentiment, positioning and share of voice across a broader set of answer engines. Profound Profound Knowledge Base

Semrush makes more sense if your agency already runs on Semrush. Its AI Visibility Toolkit provides visibility scores, mentions, competitor benchmarking, sentiment, prompt/topic analysis and presentation-ready reports. Semrush Semrush

My recommendation

For a marketing agency selling AI visibility as a recurring client service, I'd shortlist:

1. OtterlyAI — best combination of monitoring + agency reporting + Looker Studio.
2. Profound — best if you're targeting larger/enterprise clients and want a deeper AEO platform.
3. Semrush — best if you want AI visibility integrated into an existing SEO reporting stack.

If you tell me how many clients your agency has and whether you want white-labeled PDF reports, Looker Studio dashboards, or both, I can also compare the current pricing and agency plans and tell you which one is likely to have the best margins.

Yes. What you’re looking for is generally called an AI visibility / GEO (Generative Engine Optimization) reporting platform. These tools repeatedly test realistic buyer questions in AI assistants, measure whether a client is mentioned/recommended/cited, compare competitors, and turn the results into client-facing reports.

For a marketing agency, I’d shortlist these:

• agencyanalytics.com — Probably the best fit if the agency already uses AgencyAnalytics. AI visibility sits alongside SEO, PPC, social, traffic, and revenue reporting, and it covers ChatGPT, Google AI Overviews/AI Mode, Claude, Perplexity, and Gemini. AgencyAnalytics
• dabarank.com — Strong agency-focused option if you want white-label reports, multiple client brands, competitor share of voice, and broad model coverage including ChatGPT, Claude, Gemini, Perplexity, Grok, DeepSeek, Mistral and Google AI Overviews. DabaRank
• agencyscope.ai — Particularly focused on producing client-ready white-label PDFs with prompt-level evidence. It monitors ChatGPT, Perplexity and Gemini and is designed around recurring agency reporting. AgencyScope AgencyScope
• llmpulse.ai — Good if the agency wants AI visibility integrated into an existing SEO workflow, with white-label dashboards and a Looker Studio template. LLM Pulse
• zumihq.com — More expansive platform coverage, with up to nine AI engines and white-label QBR-ready reporting. Zumi
• citenzo.com — Focuses heavily on the reporting layer: AI visibility score, trend, share of voice, competitors, and before/after lift, with white-label agency reports. Citenzo

My pick

If the main requirement is “give me a polished report I can put in front of my client every month,” I'd look hardest at AgencyScope, DabaRank, and Citenzo.

If the agency wants to add AI visibility as another metric inside its existing SEO/client reporting stack, I'd start with AgencyAnalytics AI Tracker.

One important distinction: these tools aren't simply checking whether a company website ranks in Google. They are measuring questions such as:

“What are the best accounting firms for startups?”

…and then recording which brands ChatGPT/Gemini/Perplexity recommend, where they appear, what competitors are mentioned, what sources are cited, and how that changes over time. That's much closer to what clients mean when they ask, “How does our brand show up in ChatGPT?” datareport.ai AgencyScope

If you tell me how many clients the agency manages and whether you want white-label PDFs, a dashboard, 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 AI search visibility, GEO (Generative Engine Optimization), or AEO (Answer Engine Optimization) software.

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

My pick for an agency: Peec AI

Peec AI is particularly aligned with your use case. It lets an agency manage multiple client brands and report on things such as:

• How often the client is mentioned in AI answers
• Average position when the brand appears
• Share of voice vs. competitors
• AI sentiment — positive/neutral/negative
• Which sources and websites AI engines cite
• Which prompts/topics produce visibility
• Changes week over week/month over month
• Competitor comparisons

Peec specifically offers branded dashboards, client-accessible reporting, Looker Studio integration, CSV/API access, and automated reporting workflows. Peec AI Peec AI

That makes it much more suitable for an agency than a tool that's primarily designed for an individual SEO practitioner.

OtterlyAI is another strong option

OtterlyAI is worth comparing directly. It tracks mentions, citations, sentiment, rank and share of voice across seven AI engines and offers brand reports, PDF/CSV exports, API/MCP access and a Looker Studio connector. Otterly

It also runs the tracked prompts daily, which is important because AI answers can change substantially from one day to another. Otterly AI

Profound if you're selling this as a premium service

Profound is probably the one I'd investigate for a larger agency or enterprise-heavy client base. It explicitly has an agency offering with centralized client management, and monitors brands across ChatGPT, Perplexity, Gemini, Claude, Copilot, Google AI Overviews/AI Mode and Grok. Profound Profound

One potentially important distinction: Profound says it captures responses from the consumer/browser experience rather than model APIs, which can make the resulting reporting more representative of what customers actually see. Profound

What I'd put in the actual client report

If your agency is trying to turn this into a sellable monthly service, I'd make the report look something like:

AI Brand Visibility — August 2026

Overall AI visibility: 34% ↑ 8%
Share of voice: 21% ↑ 5%
Average position: 2.7 ↑ 0.6
AI sentiment: 87/100
Competitive rank: #2 of 6

Then:

1. Where you appear

• ChatGPT
• Gemini
• Perplexity
• Google AI Overviews
• Google AI Mode
• Claude/Copilot
• What AI says about you

• Positive/negative themes
• Common descriptions of the brand
• Product/service recommendations
• Reputation issues
• Who beats you

• Competitor share of voice
• Prompts where competitors appear instead
• Competitor citations
• Why AI is choosing those brands

• Websites AI cites
• Publications/reviews/forums being referenced
• Missing content or authority signals
• Recommended actions

• Content to create/update
• PR/link/citation opportunities
• Third-party sites to target
• Technical/content changes
• Month-over-month movement

• Visibility ↑/↓
• Citations ↑/↓
• Sentiment ↑/↓
• Competitive position ↑/↓

If your goal is specifically to package this as an agency service, I'd start by comparing Peec AI and OtterlyAI, with Profound as the premium/enterprise benchmark. Peec looks particularly interesting because its agency workflow explicitly addresses multi-client management, branded reporting and automated client summaries. Peec AI

If you tell me how many clients your 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 tool and estimate what the reporting workflow would look like.

Profound if you're selling this as a premium service

Profound is probably the one I'd investigate for a larger agency or enterprise-heavy client base. It explicitly has an agency offering with centralized client management, and monitors brands across ChatGPT, Perplexity, Gemini, Claude, Copilot, Google AI Overviews/AI Mode and Grok. tryprofound.com tryprofound.com

One potentially important distinction: Profound says it captures responses from the consumer/browser experience rather than model APIs, which can make the resulting reporting more representative of what customers actually see.

What I'd put in the actual client report

If your agency is trying to turn this into a sellable monthly service, I'd make the report look something like:

AI Brand Visibility — August 2026

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

For a marketing agency, I’d shortlist these:

• agencyscope.ai — probably the closest match if the priority is client-ready reporting. It runs recurring checks across ChatGPT, Perplexity, and Gemini and produces white-label PDFs with prompt-level evidence, competitor comparisons, and visibility trends. AgencyScope AgencyScope
• answermap.co — particularly agency-oriented. It monitors ChatGPT, Perplexity, Claude, and Gemini, automatically analyzes mentions/sentiment/share of voice, and delivers white-labeled reports on a schedule. AnswerMap
• geneo.app — better if you want more of a full AI-search platform rather than just reporting. It offers white-label client portals, dashboards, share of voice, sentiment, citations, and reporting. Geneo
• getmentioned.co — designed for agencies managing multiple brands, with prompt-level visibility data and white-label reporting on higher-tier plans. GetMentioned
• towergeo.com — focused on agency-scale GEO monitoring, including brand visibility, sentiment, competitor benchmarking, and white-label PDF/live reports across multiple AI engines. Tower GEO

My pick

If your agency's main deliverable is something like:

“Here's how your brand appears in ChatGPT, Gemini, Perplexity, etc. Here's how you compare with competitors, what sources AI trusts, and how our work improved your visibility.”

I'd start by testing AgencyScope and AnswerMap. They appear to have the strongest fit for the specific “run the analysis → produce a polished report → put our agency's logo on it → send to client” workflow.

If you want, I can also compare 5–10 of these tools by price, AI platforms monitored, white-label capabilities, API access, automated reporting, and agency scalability and tell you which one I'd choose for an agency with, say, 10, 50, or 100 clients.

For a marketing agency, you’ll want an AI visibility / Answer Engine Optimization (AEO) reporting platform — something that can track how clients appear in ChatGPT, Gemini, Perplexity, Claude, Google AI Overviews, etc., and turn that into branded client reports. Chatobserver AgencyReportr

Here are some strong options depending on your agency model:

What I’d look for in an agency tool

A client-ready platform should give you:

• Prompt tracking — “What happens when someone asks AI: best accounting software for startups?”
• Brand mention rate — how often the client appears
• Recommendation rate — whether AI actually recommends the brand, not just mentions it
• Share of voice — comparison against competitors
• Citation/source tracking — which websites AI relies on when describing the brand
• Raw answer evidence — screenshots or stored AI responses for proof
• White-label exports — your logo, your agency branding
• Multi-client management — one workspace for dozens of accounts

My shortlist for an agency

• Small-to-mid agency: Chatobserver or AgencyReportr — strongest fit for turning data into client deliverables. Chatobserver AgencyReportr
• SEO agency expanding into AI visibility: Ahrefs Brand Radar — useful if you already sell SEO/content services. Ahrefs
• Enterprise clients / competitive intelligence: RankZero or similar AI visibility suites. RankZero

One important note: AI visibility is still an emerging measurement category. Different tools may produce different scores because AI answers vary by prompt wording, model version, location, and time. The most defensible client reports show the actual prompts, answers, competitors mentioned, and sources cited, not just a single “AI score.” Kitbase

For a marketing agency packaging this as a monthly retainer, I’d prioritize a tool with white-label PDF/dashboard reports + competitor tracking + saved prompt sets. That turns it into a recurring client service rather than a one-off audit. Chatobserver AgencyReportr

Yes. What you’re looking for is generally called AI search visibility / AI visibility / Generative Engine Optimization (GEO) tracking: software that repeatedly asks AI assistants questions your clients’ customers might ask, then measures whether the brand appears, how it ranks, what competitors are mentioned, and which sources are cited.

For a marketing agency specifically, I’d shortlist these:

• agencyscope.ai — Probably the closest match if the primary goal is client-ready reporting. It checks ChatGPT, Perplexity, and Gemini, keeps prompt-level evidence, compares competitors, and produces white-label PDFs with agency branding. AgencyScope AgencyScope
• agencyanalytics.com — Better if the agency already uses AgencyAnalytics. It puts AI visibility alongside SEO/PPC/social reporting and tracks ChatGPT, Gemini, Claude, Perplexity, Google AI Overviews and AI Mode. It also supports client-ready reports. AgencyAnalytics
• geneo.app — Strong option if you want a white-label client portal, your own domain/logo, dashboards and reporting. Tracks ChatGPT, Gemini, Google AI Overviews and Perplexity. Geneo
• siftly.ai — More focused on AI search optimization/GEO, with visibility, competitor benchmarking, citations, experiments and agency reporting. Siftly
• adventyx.ai — Broad platform coverage (ChatGPT, Gemini, Perplexity, Claude, Grok), multi-client dashboards, competitive benchmarking and PDF/client-dashboard reporting. Adventyx
• towergeo.com — Explicitly built around agencies managing multiple clients, with white-label reports, client workspaces and monitoring across ChatGPT, Claude, Perplexity and Gemini. Tower GEO

What I'd choose

If your agency's pitch is essentially:

“Every month we'll show you exactly how your brand appears when customers ask ChatGPT, Gemini and Perplexity about your category.”

I'd start with AgencyScope if the report itself is the product. Its positioning is unusually focused on evidence-backed, white-label client PDFs rather than trying to be an entire SEO/GEO platform. AgencyScope

If you want the AI visibility data to become part of a larger recurring marketing dashboard, I'd look harder at AgencyAnalytics. AgencyAnalytics

One important distinction: don't judge these tools solely by an "AI visibility score." The more useful client report should show the actual prompts, AI answers, brand mentions, competitor mentions, sentiment/position, and cited sources. AI results can change substantially between runs, so evidence is much more defensible in a client meeting than a single opaque score. Recent changes in ChatGPT's citation behavior are a good example of why platform-level monitoring matters. businessinsider.com

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

Yes — what you’re looking for is generally called AI visibility / AEO / GEO tracking: a platform that repeatedly queries ChatGPT, Gemini, Claude, Perplexity, Google AI Overviews, etc., then turns the answers into brand-performance metrics and client reports.

For a marketing agency, I’d shortlist these:

My pick for an agency: Peec AI

Peec is particularly geared toward the workflow you're describing. Its agency offering supports separate client workspaces, competitor benchmarking, automated reporting, branded dashboards, CSV/API exports, and Looker Studio dashboards. It can also automate a weekly client summary and reporting workflow. Peec AI

The reports can answer questions such as:

• How often is Client X mentioned by ChatGPT?
• Which competitors are appearing instead?
• What is the client's AI share of voice?
• What position does the brand typically appear in?
• Is AI describing the brand positively or negatively?
• Which websites are AI systems citing when answering relevant questions?
• Which prompts/topics represent the biggest visibility gaps?
• Did AI visibility improve month over month?

Peec explicitly supports agency-level tracking across multiple client accounts and tracks visibility, sentiment and citations separately for each client. Peec AI Peec AI

OtterlyAI is probably the strongest alternative

If the goal is specifically "give me a polished report I can send to my client every month", OtterlyAI is worth serious consideration. It supports branded/scheduled reports, PDF and CSV exports, Looker Studio, API access, and MCP. It tracks ChatGPT, Perplexity, Google AI Overviews, Google AI Mode, Gemini, Copilot and Claude. Otterly Otterly

Profound is the heavier-duty option

tryprofound.com is more enterprise-oriented. It has centralized client management and measures visibility, citations, sentiment, share of voice and positioning across major answer engines including ChatGPT, Claude, Gemini, Perplexity, Grok, Copilot and Google AI Overviews. Profound Knowledge Base Profound

If you're building an agency service around this, I'd start with Peec or OtterlyAI. They're closer to the "agency → multiple clients → recurring AI visibility report" workflow, whereas Profound makes more sense when you're selling a higher-end AEO/GEO program.

If you tell me roughly how many clients your agency has (e.g. 10, 50, 200+) and whether you want white-label PDFs, dashboards, or both, I can compare the three specifically on pricing, white-labeling, number of clients, AI engines, API access, and report quality.

For a marketing agency, you’re looking for an AI visibility / AEO (Answer Engine Optimization) reporting platform — something that tracks whether clients are mentioned, cited, recommended, or outranked in AI-generated answers, then turns that data into client-facing reports.

Some strong options:

What I’d prioritize for an agency

Look for these capabilities:

• White-label PDFs or dashboards (your logo, your client relationship)
• Prompt tracking (the actual questions customers ask AI)
• Share of voice (how often the client appears vs competitors)
• Citation/source tracking (which websites AI engines rely on)
• Sentiment and accuracy checks (whether AI describes the brand correctly)
• Historical trends (so you can show improvement month over month)
• Multi-client workspace (critical for agencies)

My shortlist by agency type

• SEO agency adding AI visibility as a new service: Chatobserver or AgencyReportr Chatobserver AgencyReportr
• Enterprise brand consulting / PR agency: HubSpot AEO or similar enterprise platforms HubSpot
• Lead-generation offer (“free AI visibility audit”): AI Brand Report is built around shareable diagnostics AI Brand Report

A common agency package is to sell this as an “AI Search Visibility Report” alongside SEO reporting: baseline score → competitor comparison → citation gaps → content recommendations → monthly improvement tracking.

If you tell me your agency size (solo, 5–20 clients, 100+ clients) and whether you need white-label PDFs vs dashboards, I can narrow this to the best fit.

For a marketing agency, you’ll want an AI visibility / AEO (Answer Engine Optimization) reporting platform — something that tracks how brands appear in ChatGPT, Gemini, Claude, Perplexity, Google AI Overviews, etc., and turns the findings into client-facing dashboards or white-label reports. Chatobserver Visibrand

Here are some strong options:

What I’d look for specifically as an agency

A good client-reporting workflow should include:

• Prompt tracking: “What happens when customers ask: best CRM for small businesses?”
• Brand mention rate: How often the client appears in AI answers
• Share of voice: Client vs. competitors
• Citation tracking: Which websites AI assistants rely on
• Sentiment/context: Whether AI describes the brand positively or negatively
• Historical trends: Month-over-month improvement
• White-label exports: Your agency branding, not the software vendor’s
• Action recommendations: Content, PR, SEO, and authority-building opportunities

My shortlist by agency type

• Boutique agency selling AI visibility audits: Chatobserver or Visibrand — closest to a “send this to the client” experience. Chatobserver Visibrand
• SEO agency expanding into AI search: Ahrefs Brand Radar is a natural extension because it connects AI visibility with existing SEO workflows. Ahrefs
• Agency building a GEO consulting practice: Oras or VisiMatrix provide deeper AI-answer diagnostics and competitive analysis. Oras VisiMatrix

A typical agency deliverable would be a monthly “AI Brand Visibility Report” showing:

1. AI platforms monitored
2. Buyer prompts tested
3. Brand appearance rate
4. Competitor comparison
5. Citation sources won/lost
6. Recommended fixes for the next month

That format is becoming the AI-era equivalent of a traditional SEO ranking report. bluejar.ai

For a marketing agency, you’re looking for an AI visibility / answer engine optimization (AEO) reporting platform — tools that track whether a client’s brand is mentioned, recommended, cited, or outranked inside AI assistants such as ChatGPT, Gemini, Claude, Perplexity, and AI search experiences. Slate Nadia Mohamed

Some strong options:

For client-ready monthly reports, I’d prioritize these capabilities:

• White-label PDFs or dashboards (agency logo, client branding)
• Prompt tracking (“When someone asks ‘best CRM for startups,’ does the client appear?”)
• Share of voice vs. competitors
• Citation/source tracking (what websites AI assistants rely on)
• Sentiment/context analysis (whether AI describes the brand positively)
• Recommendations (“create these pages,” “earn these citations,” “fix these gaps”)
• Multi-client management

A practical agency stack often looks like:

• SMB/local clients: Otterly.AI, Peec AI, or similar lightweight AI visibility trackers Docsio TechnologyAdvice
• B2B SaaS / enterprise clients: Profound or Zumi-style platforms with deeper analytics Docsio Zumi
• SEO agencies already using a suite: Semrush or Ahrefs extensions into AI visibility reporting Semrush

If your agency sells monthly retainers, I’d also evaluate whether the tool can produce a recurring “AI Brand Presence Report” with:

1. visibility score,
2. competitor comparison,
3. top prompts where the client wins/loses,
4. citation gaps, and
5. next-month action items. That format maps well to what clients already understand from SEO reports. Nadia Mohamed

Yes. The category you’re looking for is usually called AI search visibility, AI visibility, or GEO (generative engine optimization) monitoring.

For a marketing agency specifically, I’d shortlist these:

• agencyscope.ai — probably the closest match if the priority is client-ready, white-label reporting. It checks ChatGPT, Perplexity, and Gemini, captures prompt-level evidence, competitor visibility, and produces white-label PDFs. AgencyScope AgencyScope
• agencyanalytics.com — best if the agency already uses AgencyAnalytics. AI visibility sits alongside SEO, PPC, social, traffic, and revenue reporting. It covers ChatGPT, Gemini, Perplexity, Claude, Google AI Overviews and AI Mode. AgencyAnalytics
• siftly.ai — geared toward agencies managing multiple brands, with visibility tracking, competitor benchmarking, GEO experiments, and white-label reports. Siftly
• towergeo.com — agency-focused monitoring across ChatGPT, Claude, Perplexity, and Gemini, with sentiment, competitive positioning, and white-label PDF/dashboard reporting. Tower GEO
• geneo.app — particularly interesting if you want a white-label client portal, rather than just PDFs. Clients can see the agency's branding and dashboards. Geneo
• adventyx.ai — broader model coverage, including ChatGPT, Gemini, Perplexity, Claude, and Grok, with multi-client dashboards and PDF/interactive reporting. Adventyx

My pick

If the agency's goal is essentially:

“Every month, automatically show our client how often their brand appears in ChatGPT/Perplexity/Gemini, which competitors beat them, what questions they win/lose, and give us a polished report with our logo.”

I'd start with AgencyScope. Its positioning is unusually close to that exact workflow, including prompt-level evidence and white-label PDFs. AgencyScope

If the agency wants to make AI visibility part of its existing SEO/PPC client reporting, I'd look harder at AgencyAnalytics AI Tracker. AgencyAnalytics

One important distinction: don't just look for a tool that gives an abstract “AI visibility score.” For client reporting, I'd prioritize tools that preserve the actual prompts and AI answers/evidence behind the metric. AI responses can vary substantially between platforms and over time; recent reporting has highlighted how quickly citation patterns can change. axios.com

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

Yes. For a marketing agency producing client-ready reports on AI visibility, I’d shortlist these:

1. otterly.ai — best fit for most agencies

This is probably the one I’d start with. It is explicitly built for agencies and multi-client reporting. It tracks how brands appear across ChatGPT, Google AI Overviews/AI Mode, Perplexity, Gemini, Microsoft Copilot, and Claude, including mentions, citations, position, sentiment, competitors, and share of voice. Otterly Otterly

Particularly useful for an agency:

• Separate workspaces for clients
• Automated brand reports
• Competitor/share-of-voice tracking
• Prompt-level monitoring
• Citation tracking
• CSV/PDF reporting
• Looker Studio connector for custom agency dashboards
• Daily monitoring across AI engines Otterly Otterly

2. tryprofound.com — best for sophisticated enterprise/AEO reporting

Profound is a stronger option if your agency wants to sell a more strategic Answer Engine Optimization (AEO) service. Its reporting covers visibility, citations, sentiment, share of voice, positioning, and how AI represents a brand. It also has centralized client management specifically for agencies. Profound Profound Knowledge Base

It covers ChatGPT, Perplexity, Claude, Gemini, Grok, Copilot, DeepSeek and Google AI Overviews. Profound

3. agencyscope.ai — interesting if the priority is white-label PDFs

AgencyScope is particularly focused on the exact deliverable you're describing: recurring AI-visibility checks turned into white-label PDF reports for clients. It currently monitors ChatGPT, Perplexity and Gemini and provides prompt-level evidence in its reports. AgencyScope

My recommendation

For a typical SEO/content/PR agency, I'd trial OtterlyAI first. Its combination of multi-client workspaces, automated reports, competitor analysis and Looker Studio integration makes it especially suitable for turning AI visibility into a recurring client-reporting service. Otterly Otterly

One important distinction: these tools measure how AI assistants answer your tracked prompts, rather than simply measuring whether an AI crawler visited your website. That means you can report things like “ChatGPT mentioned our client in 68% of relevant prompts, versus 41% for the leading competitor” rather than just reporting bot traffic. Otterly Profound

If you tell me roughly how many clients the agency manages and whether you want white-label PDF reports, dashboards, or both, I can narrow this down to the best 1–2 options and compare pricing/features.

Yes. What you’re looking for is generally called an AI visibility / AI search visibility / GEO monitoring platform—a tool that repeatedly asks buyer-intent questions to AI assistants and turns the results into agency reports.

My shortlist for an agency

If I were choosing for a marketing agency

For a polished monthly client deliverable: I'd look first at AI Brand Report or AgencyScope. Both are explicitly designed around white-label, client-facing reports rather than simply giving you raw AI-monitoring data. aibrandreport.comagencyscope.ai

For a larger SEO agency: Ahrefs Brand Radar is probably the strongest all-around option. It can benchmark AI visibility against competitors, identify which sources AI systems cite, and track custom prompts across multiple AI platforms. ahrefs.com

For an agency building a dedicated GEO service: OtterlyAI is worth a close look because it specifically markets multi-client dashboards, Brand Reports, and a Looker Studio connector for agencies. otterly.ai

One important distinction: I'd avoid tools that only give you an "AI visibility score." For clients, the valuable report is more like:

"When someone asks ChatGPT/Gemini/Perplexity these 30 questions about your category, here's whether your brand appears, which competitors appear instead, what sources the AI cites, and how this changed since last month."

That prompt-level evidence makes the report much easier to defend in a client meeting. AgencyScope, for example, explicitly preserves representative AI answer excerpts for this purpose. aibrandreport.comagencyscope.ai

If you tell me roughly how many clients the agency manages (e.g. 10, 50, 200+), I can narrow these down to the best 2–3 options and compare pricing, white-labeling, AI coverage, APIs/Looker Studio, and reporting quality.

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 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.

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