ChatGPT answers, unedited

Yes. For a small content agency, you’re looking for an AI visibility / GEO tracker rather than a traditional SEO rank tracker. The key capabilities are:

• Track how often a client is mentioned in AI answers.
• Track whether the client's site/pages are cited, separately from mere mentions.
• Save the exact AI answer and cited URLs as evidence for client reporting.
• Monitor the same prompts over time, since AI answers can change between runs.
• Compare clients against competitors and identify which sources are being cited instead.

A few tools currently fit that use case particularly well:

• otterly.ai — tracks mentions, citations, sentiment and share of voice across ChatGPT, Perplexity, Google AI Overviews, Google AI Mode, Gemini, Copilot and Claude. It also stores the cited URLs, making it particularly relevant if your agency needs citation evidence in reports. Otterly
• peec.ai — explicitly designed for agencies, with daily prompt tracking, competitor benchmarking, mention rate, position, citations and sentiment. Peec AI
• mentionscout.com — covers seven AI answer engines and records the sources behind citations, with scheduled buyer prompts and competitor tracking. It also has agency-oriented reporting/features. MentionScout
• citations.io — more focused specifically on citation intelligence: it records which answers mention a brand, which pages/domains AI cites, and who gets cited instead. It advertises plans starting at $39/month. Citations

What I'd look for in an agency

If you're managing, say, 10–50 clients, I'd prioritize multi-client workspaces + scheduled prompts + raw answer/citation evidence + white-label reporting over a fancy single "AI visibility score."

For example, your monthly client report could say:

AI visibility: 37% of tracked answers mentioned the client
Citation rate: 22% linked to the client's site
Top cited page: /services/... — 14 citations
Competitor most frequently cited: Competitor X
Biggest gap: 8 high-intent prompts where competitors were cited but the client wasn't

That is much more useful to a content agency than simply telling a client "your AI visibility score is 64."

If I were narrowing this to a shortlist for an agency, I'd test OtterlyAI and Peec AI first, then compare them against MentionScout specifically for the quality of their client reporting and raw citation data. Their feature sets overlap considerably, so pricing, number of prompts/clients, export/API access, and white-label reporting may ultimately be the deciding factors. Otterly Peec AI MentionScout

If you tell me roughly how many clients you manage (e.g. 10, 30, 100) and whether you need white-label PDF/reporting, I can compare the agency plans and pricing of the leading options.

For a small content agency, you’re looking for an AI visibility / AEO (Answer Engine Optimization) monitoring tool rather than a traditional SEO rank tracker. The key capabilities to look for are:

• Run a set of client-specific prompts repeatedly (“best CRM for startups,” “top accountants in Chicago,” etc.)
• Check whether the client appears in answers from ChatGPT, Claude, Gemini, Perplexity, etc.
• Capture the exact answer text
• Extract citations/sources/URLs used by the AI assistant
• Compare against competitors
• Produce client-facing reports

Some tools worth evaluating:

For a small content agency, I’d usually shortlist:

1. MentionScout — if you need agency-style dashboards and recurring client reporting. MentionScout
2. Citations.io — if your main deliverable is “here are the sources AI trusts and what we should create next.” Citations
3. CitePrism — if citation tracking is the core metric you want to sell clients. CitePrism

A practical agency workflow:

• Create 20–50 “buyer prompts” per client
• Track weekly:

• % of prompts where client appears
• % where client is cited
• citation URLs (their site, reviews, directories, publications)
• competitors appearing instead
• changes after publishing new content
• Turn that into a monthly “AI search visibility” report

One thing to watch: these tools measure sampled prompts, not every possible AI answer. The quality of your prompt set matters as much as the tool.

If you tell me your agency size (e.g., 5 clients vs 100 clients), client type (local businesses, SaaS, ecommerce, B2B), and whether you need white-label reports, I can narrow this to the best fit.

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

For a small content agency, I’d shortlist these:

• otterly.ai — probably the best starting point. It tracks how often clients are mentioned across ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini, Claude and Copilot, and captures the URLs/domains cited in the answers. It also has competitor/share-of-voice tracking, reporting, exports and an API. Otterly Otterly
• Peec AI — strong agency/multi-client option. It is frequently positioned as a good fit for agencies and mid-market teams, particularly for citation-level analysis and monitoring multiple brands. Prism News GeoDocs
• Profound — more enterprise-oriented. Stronger if you eventually need sophisticated citation intelligence, large prompt sets and enterprise reporting, but likely more than a small agency needs initially. Bloomiro SEO Counselors

What I'd use for your agency

I'd start with OtterlyAI. The particularly useful distinction is that it doesn't just give you a "client mentioned 37% of the time" score. It can show which pages/sites AI actually cited, how citation frequency changes, competitors being cited instead, and the underlying prompts/answers. Otterly

That lets you turn this into a client-facing monthly metric such as:

AI visibility: 42% → 57%
Share of voice: 18% → 24%
Client mentions: 86/200 prompts
Client citations: 31
Most-cited content: /industry-report, /pricing, /guide
Competitor citations gained: 12
Citation opportunities: 23 prompts where competitors appeared but client didn't

That's considerably more compelling for a content agency than simply reporting "AI traffic."

If you tell me roughly how many clients you manage (e.g. 5, 20, 50+) and your monthly software budget, I can narrow this down to the best 2–3 options and compare multi-client workspaces, white-label reports, citation capture, API access, and pricing.

For a small content agency, you’re looking for an AI visibility / GEO (Generative Engine Optimization) tracking tool rather than a traditional SEO rank tracker. The useful ones monitor:

• how often a client brand is mentioned in AI answers
• whether the answer recommends them
• which pages/domains get cited
• which competitors appear instead
• which prompts trigger wins/losses

Some good options:

What I’d pick for a small content agency

• If you have 5–20 clients and need monthly reports: start with Citations.io, CitePrism, or MentionScout. They are closer to an agency deliverable: “Here are the prompts, here’s where your client appeared, here are the sources AI cited.” Citations CitePrism MentionScout
• If your agency already sells SEO/content retainers: add Ahrefs AI Visibility / Brand Radar because it fits into existing SEO workflows. Ahrefs
• If your main service is content creation: consider DeepSmith because it connects visibility gaps to content opportunities. DeepSmith

For client reporting, I’d track these KPIs each month:

1. AI Mention Rate — % of tracked prompts where the client appears
2. AI Citation Rate — % where the client’s website/content is cited
3. Share of Voice — client vs competitors in AI answers
4. Top Cited URLs — which pages AI engines rely on
5. Citation Gaps — prompts where competitors appear but the client does not

A practical agency stack would be:

• AI visibility tracker → collect data
• Google Looker Studio → client dashboards
• Your content calendar → turn citation gaps into briefs

If you tell me roughly how many clients you manage and whether you need white-label reports, I can narrow this to the best fit.

For a small content agency, OtterlyAI is probably the best starting point. It tracks brand mentions, share of voice, and—importantly—which URLs AI assistants cite, across ChatGPT, Perplexity, Google AI Overviews/Mode, Gemini, Copilot, and Claude. It also supports client reporting and an API. Otterly Otterly

• OtterlyAI — best balance of agency usability, citation tracking, and cost.
• Peec AI — strong agency/multi-client option, especially for competitive benchmarking. Bloomiro
• Profound — more powerful enterprise-grade analytics, but likely overkill for a small agency. Bloomiro

If your key requirement is “show clients exactly how often they appeared, which prompts triggered them, and which pages got cited,” I'd start with OtterlyAI. Otterly

Yes. What you’re looking for is generally called AI search visibility / GEO tracking: tools that repeatedly run client-relevant prompts through AI assistants, then measure mentions, position, share of voice, and citations.

For a small content agency, I’d shortlist these:

• otterly.ai — probably the best fit if citation tracking is a priority. It tracks prompts across ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini, Copilot and Claude, and records the URLs/domains cited in the answers. It also supports reports, CSV/PDF exports, API access, and Looker Studio. Otterly Otterly
• peec.ai — particularly interesting for an agency managing multiple clients. It tracks mention frequency, position, sentiment, share of voice and citations, with agency dashboards/reporting and API/CSV/Looker Studio options. Peec AI Peec AI
• tryprofound.com — a more enterprise-oriented option. Its Answer Engine Insights measures visibility, citations, sentiment, share of voice and positioning from recurring prompts. Profound Help Center

What I'd pick for your agency

Start with OtterlyAI or Peec.

If your client deliverable is something like:

"We monitored 150 buyer questions this month. Client X appeared in 34% of AI answers, up from 22%; their domain was cited 87 times, while Competitor Y was cited 143 times."

then OtterlyAI looks especially compelling because its citation reporting is unusually explicit: it tracks individual cited URLs, whether they mention your client, and competitor citations. Otterly Otterly AI

Peec is worth testing alongside it if the agency workflow/multi-client reporting side is more important. It explicitly markets itself toward agencies and supports separate client projects, automated reporting, white-label-style dashboards, CSV/API and Looker Studio workflows. Peec AI

One important distinction: "client mentioned" and "client's website cited" are different metrics. For content agencies, I'd track both. A client can be recommended in an AI answer while the supporting citation points to Forbes, Reddit, a review site, etc. That distinction can give you much more actionable GEO/content recommendations. Peec AI Otterly

If you tell me roughly how many clients you manage and your monthly budget, I can narrow this to the best 2–3 options and compare pricing, number of prompts, AI engines, white-label reporting, API access, and citation-level data.

Yes — the category you want is AI visibility / AEO (Answer Engine Optimization) tracking. These tools repeatedly run the kinds of questions your clients’ customers ask and record whether the client is mentioned, how prominently, and which URLs the AI cites.

For a small content agency, I’d shortlist these:

• otterly.ai — best starting point. It tracks prompts across ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini, Copilot and Claude, including brand mentions, share of voice, competitors, and the exact website citations. It also offers reporting/export capabilities useful for client reporting. Otterly Otterly
• peec.ai — worth looking at for an agency with multiple clients. It is positioned more toward marketing teams/agencies and deeper citation analysis. Recent comparisons specifically identify it as a strong multi-brand/agency option. Bloomiro Geodocs
• tryprofound.com — enterprise/deeper analytics. I'd consider it if your agency grows into larger accounts and needs sophisticated reporting rather than just monitoring. Austin Heaton
• citations.io — particularly focused on the citation question. It tracks whether ChatGPT, Gemini, Perplexity and Claude mention/cite a business and shows citation coverage and individual citations. Citations Citations

What I'd choose for your agency

Start with OtterlyAI if you want something you can deploy across several clients without building a complicated system. The particularly useful metrics for a content agency are:

1. Mention rate — how often the client appears.
2. Citation rate — how often the client's own site is actually cited.
3. Citation URLs — which articles/pages are earning citations.
4. Share of voice — client vs. competitors.
5. Prompt-level results — e.g. “best accounting software for startups.”
6. Engine breakdown — ChatGPT vs. Perplexity vs. Gemini, etc.
7. Historical trends — whether your content work is increasing visibility.
8. Client-ready reporting — so you can turn the data into a monthly GEO/AEO deliverable.

The important distinction is don't buy a tool that only gives you an "AI visibility score." For an agency, you want the underlying answer and citation evidence, because that's what lets you tell a client “this article we produced started getting cited for these five commercially important prompts.” Otterly explicitly provides citation tracking and stored AI-answer data. Otterly

If you tell me roughly how many clients you have (e.g. 5, 20, 50+) and your monthly software budget, I can narrow this to the best 2–3 options and compare their agency/multi-client economics.

Yes. What you’re looking for is usually called an AI visibility / AEO / GEO tracking platform. These tools repeatedly run a defined set of buyer prompts through AI assistants and record whether the client is mentioned, how prominently they appear, which competitors appear, and which URLs/domains are cited. Austin Heaton The Best Marketing Tool

For a small content agency, I’d shortlist:

• AgencyAnalytics AI Tracker — probably the most natural fit if you already use AgencyAnalytics for client reporting. It tracks ChatGPT, Gemini, Claude, Perplexity, Google AI Overviews and AI Mode, including mentions, competitors and cited sources, and puts the data alongside SEO/PPC/social reporting. AgencyAnalytics
• Peec AI — strong option if your main requirement is multi-client AI visibility reporting. It tracks mentions/citations across major AI engines and is frequently positioned toward agencies and multi-brand teams. Bloomiro Ayzeo
• Otterly.AI — worth considering if you want a relatively inexpensive way to get started. It focuses on AI search monitoring and tracks brand visibility across several major AI surfaces. AEO Labs Ayzeo
• Profound — the one I'd investigate if some of your clients are larger brands and you need deeper source-level citation intelligence, broader engine coverage and more sophisticated reporting. It's generally positioned toward enterprise teams. Austin Heaton SEO Counselors
• LLM Pulse — particularly interesting for a content agency, because its positioning combines AI visibility/citation tracking with content recommendations and GEO-oriented briefs. LLM Pulse
• Tower GEO — explicitly designed around agencies: multiple client brands, competitor benchmarking, citation tracking and white-label/client reporting. Tower GEO

What I'd choose for your agency

If your business is primarily "we create content and need to prove that content gets our clients cited by AI", I'd look hardest at LLM Pulse, Peec AI, and AgencyAnalytics.

The important distinction is that you don't just want a "brand mentioned 43% of the time" metric. You want the underlying evidence:

1. Prompt — e.g. "best accounting software for startups"
2. AI engine — ChatGPT / Gemini / Perplexity / etc.
3. Client mention — yes/no and position
4. Citation — did the AI actually link to the client's site?
5. Exact cited URL — which article/page earned the citation?
6. Competitors cited — who is beating the client?
7. Historical trend — did citations increase after your content work?
8. Answer capture — ideally the actual AI response, not just a score

That distinction matters: being mentioned isn't the same as being cited. A client can be named in an answer while a competitor's website is the source the AI actually cites. Austin Heaton

For an agency, I'd therefore prioritize citation-level data + client workspaces/white-label reporting over simply having the largest number of AI models.

If you tell me roughly how many clients you manage (e.g. 10, 30, 100) and whether you already use Semrush/Ahrefs/AgencyAnalytics, I can narrow this down to the 2–3 best options and compare pricing, client limits, citation capture, white-label reports, and API access.

For a small content agency, you’ll want an AI visibility / GEO (Generative Engine Optimization) tracking tool rather than a normal SEO rank tracker. The key features to look for are:

• Track a set of client prompts (e.g., “best accounting software for startups”)
• Run those prompts across ChatGPT, Claude, Gemini, Perplexity, etc.
• Record whether the client is: - mentioned
• recommended
• cited with a URL
• outranked by competitors
• Export client-ready reports

A few tools worth evaluating:

For a small content agency, I’d shortlist:

1. Ahrefs Brand Radar — if you already use Ahrefs for SEO clients and want one ecosystem. Ahrefs
2. Citations.io — if your main deliverable is “we got your brand cited in AI answers.” Citations.io
3. MentionsFlow or SearchPrism — if you need recurring client reports showing actual AI responses and citations. Mentions Flow Prism

For agency packaging, I’d create a monthly report around:

• AI visibility score
• % of tracked prompts where client appears
• citation share vs competitors
• top AI-cited pages
• content recommendations to earn more citations

One caution: AI answer tracking is still an emerging category. The most useful metric is usually not “rank #1” (AI answers don’t work like Google rankings), but citation rate + share of voice for important buyer questions. Rank.ai Rankora

If you tell me your agency size (e.g., 5 clients vs 100 clients) and whether you need white-label reports, I can narrow this down to the best fit.

For a small content agency, you’re looking for an AI visibility / GEO (Generative Engine Optimisation) tracking tool rather than a traditional SEO rank tracker. The key features to look for are:

• Track custom client prompts (e.g., “best accounting software for startups”)
• Run those prompts across ChatGPT, Claude, Gemini, Perplexity, etc.
• Record whether the client is mentioned
• Capture cited URLs/sources
• Compare competitors’ share of voice
• Export client-ready reports

A few tools worth evaluating:

For a small content agency, I’d shortlist:

1. Citations.io — probably the closest match if you want a simple “client X appears in AI answers Y% of the time” dashboard. Citations
2. Rank.ai — good if you want to build recurring GEO reports around buyer questions and competitor comparisons. Rank.ai
3. Ahrefs Brand Radar — worth considering if your agency already pays for Ahrefs and wants AI visibility alongside SEO reporting. Ahrefs

A practical agency workflow would be:

• Create 20–50 buyer prompts per client
• Track weekly/monthly: - % of answers mentioning the client
• % citing the client’s website
• which competitors appear instead
• which third-party pages get cited
• Turn the gaps into content briefs: - “AI cites competitor comparison pages but not yours”
• “AI trusts review sites; earn inclusion there”
• “Create pages answering these missing prompts”

One thing to check before buying: many tools say they “track ChatGPT,” but the quality varies. Ask whether they store the actual answer text and citations, not just a visibility score. The raw answers are what let you prove value to clients. Prism DeepSmith

For an agency, I’d also prioritise white-label reports, multiple client workspaces, and scheduled exports over the cheapest tracker.

Yes. What you’re looking for is generally called AI search visibility / GEO (Generative Engine Optimization) tracking: tools repeatedly run a set of customer-style prompts through AI assistants, then record mentions, position/share of voice, citations, competitors, and the actual cited URLs.

For a small content agency, I’d shortlist these:

• peec.ai — probably my first choice for an agency. It is explicitly built for agencies, tracks client prompts daily, and reports mention rate, position, citations, and sentiment across ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini, and Copilot. It also supports client dashboards, Looker/Data Studio, CSV/API exports, and automated client reporting. Peec AI
• otterly.ai — best if you want something straightforward and relatively accessible. It tracks mentions and citations across seven AI search surfaces, including ChatGPT, Perplexity, Google AI Overviews, Google AI Mode, Gemini, Copilot, and Claude. Its citation report records the URLs AI engines use and whether those URLs mention your brand. Otterly Otterly
• tryprofound.com — strongest for deep enterprise-grade analysis. It captures AI responses and citation sources for tracked prompts, lets you analyze which sites are influencing answers, and provides citation/visibility analytics. I'd consider it if your agency is managing larger brands and needs sophisticated reporting rather than just monitoring. Profound Profound

What I'd choose for your agency

If you're managing multiple SMB/mid-market clients, I'd start with Peec AI or OtterlyAI.

The key distinction is that you don't just want a tool saying:

"Client X appeared in 37% of AI answers."

You want something that can tell you:

Prompt: "Best accounting firms for startups in Charleston"
ChatGPT: Client X mentioned #2
Citation: clientsite.com/startup-accounting
Competitor: Competitor Y mentioned #1
Citation: competitor.com/...
Change: Client went from 18% → 31% visibility this month

That prompt → answer → mention → citation → competitor chain is what makes the data genuinely useful for your content strategy.

Peec is particularly interesting for an agency because its agency offering includes white-label/read-only client dashboards, automated summaries, Google Slides reporting, CSV/API access, and multi-client dashboarding. Peec AI

If you tell me roughly how many clients you manage (e.g. 5, 20, 50+) and your monthly budget, I can narrow this down to the best 2–3 options and compare pricing, number of clients/projects, AI engines, citation tracking, white-label reporting, and API access.

Yes. What you’re looking for is generally called an AI visibility / GEO (Generative Engine Optimization) tracker. These tools repeatedly run customer-style prompts against AI assistants, then record brand mentions, recommendations, citations, competitors, and the actual sources/pages being cited.

For a small content agency, I’d shortlist:

• llmpulse.ai — probably the most directly aligned with your use case. It explicitly targets content agencies, tracks client brands across ChatGPT, Perplexity, Gemini and Google AI answers, identifies what AI cites, and supports reporting/white-label agency workflows. LLM Pulse
• citations.io — particularly interesting if your main KPI is “how often are we being cited?” It tracks ChatGPT, Gemini, Perplexity and Claude and shows the prompt, answer, engine and source behind observations. Citations.io
• ahrefs.com — best choice if you already use Ahrefs. It measures mentions across ChatGPT, Gemini, Perplexity, Copilot and Google AI Overviews and reports which domains/pages are cited. The paid Brand Radar offering is considerably more powerful for scaled client work. Ahrefs
• hypado.com — good if you want prompt-level tracking plus citations, sentiment, share of voice, countries/languages and historical data. hypado.com
• spektriq.com — worth looking at for an agency: it tracks five engines daily, keeps answer history, monitors citations and competitors, and its agency plan supports multiple brands and white-label reports. Spektriq

What I'd choose for your agency

If you're trying to turn this into a recurring client deliverable, I'd start with LLM Pulse or Citations.io.

The key isn't simply a dashboard saying “Client X has an AI visibility score of 62.” You want evidence you can show the client:

Prompt: “Best accounting software for small construction companies?”
ChatGPT: Client mentioned #2
Citation: client.com/guide/accounting-software
Competitor cited: competitor.com/comparison
Previous month: client wasn't mentioned
Change: +18% citation share

That gives your content team something actionable: which questions to target, which pages are getting cited, which competitors are winning citations, and what content gaps to address.

One caveat: AI answers are stochastic, so a single test isn't a reliable KPI. The better platforms repeatedly test a fixed prompt set and report trends over time; some explicitly emphasize this methodology. Rank.ai APG Agency

If you tell me roughly how many clients you manage (e.g. 5, 20, 50+) and your monthly budget, I can narrow this to the 2–3 best tools and compare their agency/white-label capabilities and pricing.

Yes — the category you’re looking for is usually called AI visibility tracking, GEO tracking, or AI search monitoring. These tools repeatedly run customer-style prompts against AI assistants and record mentions, citations, competitors, and share of voice.

For a small content agency, I’d shortlist:

• citations.io — probably the closest match to your description. It tracks ChatGPT, Gemini, Perplexity, and Claude, showing the actual answers, whether the client was cited, who was cited instead, and citation share. It advertises pricing from $29/month, which is attractive for an agency starting out. Citations.io
• brandcitation.com — particularly interesting if you manage several smaller clients. Its agency plan advertises 3 brands and 200 scans/month for $79/month, with mention rate, citation rate, share of voice, competitors, and exportable reports. BrandCitation
• rank.ai — broader platform coverage: ChatGPT, Claude, Gemini, Perplexity, Grok, DeepSeek, and Google AI Overviews. It does daily prompt checks and specifically parses mentions and citations. Rank.ai
• getveritas.io — worth looking at if your agency wants recommendations alongside monitoring. It tracks mentions/citations and competitor share of voice across ChatGPT, Perplexity, Gemini, and Google AI Overviews. Veritas
• genwolf.ai — another strong option for agency-style monitoring, with daily tracking, full answer history, citations, competitors, and source/domain analysis across ChatGPT, Gemini, Perplexity, Google AI Overviews and AI Mode. Genwolf

What I'd pick for your agency

If your workflow is something like “we manage 5–20 clients and need a monthly AI visibility report for each one,” I'd start with Citations.io or BrandCitation.

The metrics I'd want in your client report are:

1. Mention rate — % of tracked prompts where the client appears.
2. Citation rate — % where the client's website/content is actually cited.
3. Citation URLs — which exact client pages are being cited.
4. Share of voice — client vs. competitors.
5. Prompt-level results — e.g. “best accounting firms for startups.”
6. Citation sources — third-party sites AI trusts when the client isn't cited.
7. Historical trend — whether your content work is increasing visibility.
8. Export/white-label reporting — crucial if you're selling this as an agency service.

One important distinction: don't buy a tool merely because it gives you an “AI visibility score.” For an agency, the valuable raw evidence is the actual AI answer + cited URLs + prompt + engine + timestamp. That lets you show a client why their visibility changed rather than just giving them another opaque score.

If you tell me roughly how many clients you manage (e.g. 5, 20, 50+) and your monthly budget, I can narrow this to the best 2–3 options and compare their agency pricing, white-label reporting, API/export capabilities, and number of prompts/clients.

Yes. For a small content agency managing multiple clients, I’d shortlist these:

• otterly.ai — my pick for an agency. It tracks brand mentions, brand coverage/share of voice, competitors, and the actual URLs cited by AI answers. It currently monitors ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini, Claude, and Copilot, with daily prompt monitoring. It also offers branded reports, CSV/PDF exports, API access, and Looker Studio integration. Otterly Otterly
• tryprofound.com — stronger enterprise option. Its Answer Engine Insights tracks visibility, citations, sentiment, share of voice and positioning across major AI answer engines. Its citation analysis lets you break citations down by platform, topic, and prompt and distinguish owned, competitor, earned-media, social, etc. Profound Knowledge Base Profound
• citations.io — worth evaluating if you want something more focused. It specifically tracks mentions/citations across ChatGPT, Gemini, Perplexity and Claude and includes competitor and reporting views. Citations.io

What I'd choose for your agency

Start with OtterlyAI. The important distinction is that you don't just want "AI mentions"; you want a repeatable client reporting workflow:

Client → target prompts → AI answers → mention/position → cited URLs → competitors → trend over time → report

OtterlyAI supports that workflow particularly well, including prompt-level response and citation details and exports for reporting. Otterly Otterly

One caveat: these platforms are sampling AI responses to defined prompts, not measuring every answer every user receives. So I'd report metrics as something like "AI visibility across our tracked prompts", rather than claiming "your client appears in 37% of all ChatGPT answers."

If you tell me roughly how many clients you manage (e.g. 5, 20, 50+) and whether you need white-label client reports, I can narrow this down to the best agency-friendly option and likely monthly cost.

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

For a small content agency, I’d shortlist these:

• otterly.ai — probably the best fit for an agency. It tracks brand mentions, share of voice, position, sentiment, and the actual URLs cited across ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini, Copilot, and Claude. It also supports PDF/CSV reporting, API/MCP access, and Looker Studio, which is useful for client reporting. Otterly Otterly
• tryprofound.com — a more enterprise-oriented option. It runs tracked prompts daily and measures visibility, citations, sentiment, share of voice, positioning, and competitor performance. It also captures responses from the consumer-facing AI experiences rather than simply relying on API outputs. Profound Knowledge Base Profound
• citations.io — worth looking at if you want something more narrowly focused on AI visibility and citations. It provides a citation feed and tracks mentions across ChatGPT, Gemini, Perplexity and Claude. Citations
• ahrefs.com — useful as a quick/free way to investigate a client, although I'd consider it more of a supplement than your main agency monitoring platform. Ahrefs

What I'd choose for your agency

Start with OtterlyAI. The combination of prompt tracking + citation tracking + competitor comparisons + client-ready reporting is particularly aligned with an agency workflow. Its citation reporting can show which URLs are being cited, how citation frequency changes, which prompts produced those citations, and whether your client is actually mentioned on those cited pages. Otterly

A useful client report could therefore say:

Client X — AI Visibility

• Appeared in 37% of tracked answers
• #2 average mention position
• 18% AI share of voice
• 24 citations to client-owned domains
• 63 third-party citations mentioning the client
• Competitor A: 42% visibility
• Biggest citation opportunities: 12 publications currently cited by AI but not mentioning Client X

That is much more actionable than simply saying "your brand appeared in ChatGPT."

One caveat: AI answers aren't deterministic. The same prompt can produce different answers depending on the engine, location, personalization, timing, and underlying retrieval. So I'd treat these tools as trend/benchmark measurement, not an absolute count of every time a client has ever appeared. OtterlyAI itself notes that manually querying an AI platform can produce different results from its monitoring runs. Otterly

If you tell me roughly how many clients you manage (e.g. 5, 20, 50+) and whether you need white-label client dashboards, I can narrow this down to the best 2–3 options and compare pricing, number of prompts/clients, engines covered, citations, API, and agency reporting.

Yes. For a small content agency, I’d shortlist these three:

• peec.ai — probably my first choice for an agency. It tracks client mention rate, position, citations, sentiment, and share of voice across ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini, Claude, and Copilot. It also supports multiple clients from one account, automated reporting, white-label/Looker Studio dashboards, CSV/API exports, and daily tracking. Peec AI Peec AI
• otterly.ai — strong, straightforward option. It tracks brand mentions and every cited URL/domain, including citation-position changes, across seven AI engines. It has agency reporting, PDF/CSV exports, API/MCP access, and Looker Studio integration. Otterly Otterly
• tryprofound.com — best if you want deeper enterprise-grade analysis. It measures visibility/share of voice and analyzes which websites influence AI answers, with citation analysis and content/outreach intelligence. Profound Profound

What I'd pick for your agency

Peec AI if your main deliverable is: “Here's how often Client X appears in AI answers, which competitors beat them, which pages get cited, and how that changed this month.” Its agency workflow is specifically designed around multiple clients and client reporting. Peec AI

OtterlyAI is a particularly good alternative if citation monitoring is the centerpiece of your service—it explicitly tracks the URLs AI engines cite, not just whether the brand was mentioned. Otterly

One important distinction: brand mention ≠ citation. A client can be recommended by ChatGPT without its site being cited, or its site can be cited without the brand being explicitly named. Peec, for example, reports these separately, which is useful for demonstrating content ROI to clients. Peec AI

If you tell me roughly how many clients you have (e.g. 5, 20, 50+) and your monthly budget, I can compare Peec vs Otterly vs Profound specifically for an agency—including pricing, number of prompts/clients, white-label reporting, API access, and which gives you the best margin.

Yes. What you’re looking for is generally called AI visibility / GEO (Generative Engine Optimization) tracking: it repeatedly runs a defined set of client-relevant prompts through AI assistants, then records mentions, citations, competitors, and share of voice.

For a small content agency, I’d shortlist these:

• agencyanalytics.com — best if you already use AgencyAnalytics. It is explicitly designed for agencies and tracks client visibility across ChatGPT, Google AI Overviews/AI Mode, Claude, Perplexity, and Gemini. It also puts AI visibility alongside your existing SEO/PPC reporting and supports client-ready reporting. AgencyAnalytics
• citations.io — best if the actual citations are your priority. It shows which answers mention the brand, which sources/domains were cited, competitors cited instead, and citation trends across ChatGPT, Gemini, Perplexity, and Claude. Citations.io
• siftly.ai — worth looking at for an agency workflow. It specifically supports multiple clients, tracks mentions/share of voice/citations, competitor benchmarking, GEO experiments, and white-label reporting. Siftly
• aicitationmonitor.com — interesting if you want white-label reports. Its agency offering includes 10 client workspaces, five engines, 200 prompts, weekly monitoring, branded PDFs and an API. It records whether a brand is mentioned/cited/recommended and the actual sources. AI Citation Monitor
• citationbench.com — interesting if you want API access or your own reporting layer. It supports multi-workspace/client tracking and exposes citation/share-of-voice data through an API. CitationBench

What I'd choose for your agency

If you're managing, say, 5–30 clients, I'd start with AgencyAnalytics if you want a polished client-reporting system, or Citations.io if your differentiator is "here are the exact AI answers and sources citing your client."

The key metrics I'd want for every client are:

1. Mention rate — % of tracked prompts where the client appears.
2. Citation rate — % where the client's website/content is actually cited.
3. Citation share / share of voice — client vs. competitors.
4. Citation URLs/domains — exactly which publications/pages AI is relying on.
5. Position in answer — e.g. recommended #1 vs. merely mentioned.
6. Sentiment/recommendation — positive, neutral, negative.
7. Prompt-level history — so you can show that a client's visibility changed after your content work.
8. Raw answer/citation evidence — screenshots or stored responses are particularly useful when you're selling the service to clients.

One important distinction: don't buy a tool that only gives you an "AI visibility score." For an agency, you want the underlying evidence—the prompt, answer, client mention, citation URL, competing citation, engine, and timestamp. AI answers can vary considerably between runs, so historical repeated measurements are much more defensible than occasional screenshots. Demand Local, Inc.

If you tell me roughly how many clients you have and your monthly budget (e.g. <$100, $100–300, $300+), I can narrow this to the 2–3 best options and compare their agency/client limits, white-labeling, engines, citation capture, and pricing.

Yes. For a small content agency managing multiple clients, I’d shortlist these:

1. OtterlyAI — best overall starting point
   • Tracks mentions, citations, sentiment and share of voice.
   • Covers ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini, Claude and Copilot.
   • Shows the actual URLs being cited, not just whether the brand was mentioned.
   • Has reporting/export capabilities and an API, which is useful if you eventually want to integrate it into your own client reporting. otterly.ai

2. AgencyAnalytics — best if you already use it for client reporting
   • Its AI Tracker is specifically designed around agencies and client portfolios.
   • Tracks client visibility across ChatGPT, Gemini, Claude, Perplexity and Google's AI results.
   • The big advantage is putting AI visibility alongside your existing SEO/PPC/social reporting rather than adding another reporting platform. agencyanalytics.comwww.demandlocal.com

3. LLM Pulse — interesting for a content-focused agency
   • Specifically positions itself for content agencies.
   • Tracks what ChatGPT, Perplexity and Gemini cite and connects that data to content briefs and GEO recommendations. llmpulse.ai

4. Citations.io — worth looking at if citations are the main KPI
   • More narrowly focused on whether/how brands are cited.
   • Provides a live citation feed, citation share, competitor citations and the underlying answers.
   • Currently tracks ChatGPT, Gemini, Perplexity and Claude. citations.io

What I'd choose for your agency

Start with OtterlyAI if your core need is:

“For each client, show me how often they're mentioned, which prompts they appear for, which competitors appear instead, and exactly which websites/pages AI is citing.”

That's essentially the measurement layer you're describing. It also gives you enough reporting infrastructure to turn this into a recurring client deliverable, rather than just an internal SEO experiment. otterly.ai

One important distinction: don't only track client-brand mentions. For a content agency, I'd specifically track:

• Mention rate — how often the client is named
• Citation rate — how often the client's domain/content is actually cited
• Citation share — client's citations vs. competitors
• Which URLs get cited — incredibly useful for your content strategy
• Which third-party domains get cited instead — PR/link/content opportunities
• Position/order in the answer
• Sentiment/recommendation
• Change over time
• Engine-by-engine performance

That last distinction matters because AI visibility is volatile; a single answer isn't a reliable measurement. Repeated prompt sampling is much more useful. www.demandlocal.com

If you tell me roughly how many clients you have (e.g. 5, 20, 50+) and your monthly budget, I can narrow this down to the 2–3 best tools for your agency and compare their pricing, client workspaces, white-label reporting, API access, and citation capture.

Yes. For a small content agency, I’d look at tools specifically built around AI visibility / AEO tracking, rather than traditional SEO rank trackers.

My shortlist

• agencyanalytics.com — probably my first look if you already do client reporting. It tracks client visibility across ChatGPT, Google AI Overviews/AI Mode, Claude, Perplexity, and Gemini, including how often clients appear, competitors, and the sources AI cites. It also puts the AI data alongside your existing SEO/PPC/social reporting. AgencyAnalytics
• llmpulse.ai — particularly interesting for a content agency. It tracks how ChatGPT, Perplexity, Gemini and Google AI answers reference clients, shows the exact pages/sources being cited, and connects the findings to content briefs and recommendations. LLM Pulse
• indaeo.com — very agency-oriented. It lets you manage multiple brands, track prompts by client, see mention/citation frequency, identify which sources AI trusts, compare competitors, and produce white-label reports on higher plans. Indaeo
• citations.io — worth checking if your primary requirement is “show me the actual citations.” It captures answers from ChatGPT, Gemini, Perplexity and Claude and records which answers cite the brand, which sources/URLs were cited, and who was cited instead. Citations
• frase.io — a good option if you want the visibility monitoring to sit closer to your existing content workflow. It tracks prompts across ChatGPT, Perplexity, Claude, Gemini and Google AI, with share-of-voice and the underlying answers. Frase

What I'd choose for your agency

If your workflow is roughly:

client → research topics → create content → measure whether AI assistants cite it → report results to client

I'd narrow it to LLM Pulse vs. AgencyAnalytics vs. Indaeo.

One important distinction: “brand mentioned” and “client's content cited” are different metrics. I'd make sure whichever platform you choose records the actual answer, cited URL/domain, citation position/frequency, prompt, engine, and competitor mentions, rather than giving you only a proprietary “AI visibility score.”

That's increasingly important because AI citation patterns can change substantially even over short periods; for example, recent data has shown major shifts in which domains ChatGPT cites. Business Insider

If you tell me roughly how many clients you manage (e.g. 5, 20, 50+) and your monthly tool budget, I can narrow this to the 2–3 best options and compare their agency/white-label pricing.

Yes — what you’re looking for is generally called AI visibility / GEO (Generative Engine Optimization) tracking.

For a small content agency, I’d shortlist these:

• otterly.ai — probably the best fit if you want a straightforward agency workflow. It tracks brand mentions, share of voice, position, sentiment, and the actual URLs cited across ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini, Copilot, and Claude. It also supports client reporting, CSV/PDF exports, API access, and Looker Studio. Otterly Otterly
• peec.ai — especially interesting for agencies. It separates brand visibility from source visibility, so you can tell a client both "AI mentioned your company" and "AI actually cited your article/domain." It supports multiple client workspaces, white-labeled reporting, API/CSV, and agency-oriented workflows. Peec.ai Docs Peec AI
• tryprofound.com — a more enterprise-oriented option. It tracks how frequently brands appear, analyzes the answers themselves, and has detailed citation intelligence, including which publishers/sites are driving AI citations. Profound Profound

What I'd pick for your agency

Start with OtterlyAI or Peec.

If your deliverable is something like:

"We monitor 100 prompts for Client X every week and report how often they're mentioned, where they rank, which competitors appear, and which websites AI cites."

then both are designed almost exactly for that workflow.

Peec has a particularly useful distinction for a content agency: brand mention vs. content citation. For example, an AI answer might recommend your client's company but cite Forbes, Reddit, and an industry publication rather than your client's own article. Peec lets you identify that gap, which can directly inform your content/PR strategy. Peec.ai Docs Peec.ai Docs

Otterly's advantage is that its positioning is very agency/reporting-friendly, with client reports, API/MCP access, exports, and a Looker Studio connector. Otterly

If you tell me roughly how many clients you have (e.g. 5, 20, 50), how many prompts per client, and whether you need white-label reports, I can compare the current pricing and agency plans of Peec vs. Otterly vs. Profound and tell you which is likely the best value.

Yes. What you’re looking for is generally called AI visibility / GEO (Generative Engine Optimization) tracking: it monitors whether a client is mentioned in AI answers, where they rank, and which sources/URLs the AI cites.

For a small content agency, I’d shortlist these:

• otterly.ai — best fit for a lean agency. It tracks brand mentions, share of voice, sentiment, and the actual URLs cited across ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini, Copilot, and Claude. It also supports reports/CSV exports and an API. Otterly Otterly
• tryprofound.com — best for a more sophisticated agency operation. It has centralized client management, daily prompt tracking, visibility/share-of-voice reporting, and detailed citation analysis. It explicitly has an agency offering. Profound Profound
• peec.ai — good middle ground. It tracks how frequently brands appear, position, sentiment, share of voice, competitors, and the sources/citations behind AI answers. It also has agency customers. Peec AI Peec AI Peec AI
• citations.io — worth looking at if you want something lightweight. Its emphasis is directly on AI mentions and citations, with a live citation feed and tracking across ChatGPT, Gemini, Perplexity, and Claude. Citations.io

What I'd choose

If you're managing say 5–30 clients and need something you can turn into a recurring client report, I'd start with OtterlyAI. Its combination of multi-engine tracking, citation URLs, competitor comparisons, exports/API, and relatively straightforward positioning seems particularly appropriate for an agency. Otterly

If you're building AI-search reporting into your agency's core service and want deeper client segmentation, citation analysis, and agency support, I'd demo Profound alongside it. Profound Profound

One important caveat: AI visibility isn't a fixed ranking like traditional Google SEO. The same prompt can produce different answers, and personalization/location can affect results. Some platforms therefore run prompts repeatedly and aggregate the results rather than treating one answer as definitive. Profound Otterly

If you tell me roughly how many clients you manage and your monthly budget, I can narrow this to the best 2–3 options and compare pricing, number of tracked prompts/clients, citation capture, white-label reporting, and API access.

Yes. For a small content agency managing multiple clients, I’d look first at otterly.ai.

It matches your use case unusually well:

• Tracks brand mentions — measures how often each client appears in AI-generated answers, including brand coverage, mentions, share of voice, rank, and sentiment. Otterly OtterlyAI
• Captures citations — records the domains and individual URLs AI engines cite, including how often particular pages are referenced. Otterly OtterlyAI
• Multiple AI engines — currently covers ChatGPT, Perplexity, Google AI Overviews, Google AI Mode, Gemini, Copilot and Claude. Otterly
• Agency/client workspaces — you can separate clients into workspaces, with their own prompts, reports and GEO audits. Otterly
• Reporting — exports to PDF/CSV and has API/MCP access plus a Looker Studio connector, which is useful if you want branded monthly client reporting. Otterly Otterly
• Daily prompt monitoring — you define the questions prospective customers might ask and it reruns them automatically, giving you response-level and engine-level visibility. OtterlyAI

Other tools worth comparing

tryprofound.com is another serious option. Its Answer Engine Insights tracks visibility, citations, sentiment, share of voice and positioning by querying AI answer engines daily. Profound Knowledge Base

citations.io is worth looking at if you want something more narrowly focused on AI visibility/citations. It tracks ChatGPT, Gemini, Perplexity and Claude and provides a live citation feed. Citations

ahrefs.com is useful if you're already an Ahrefs shop. Its AI visibility tooling covers ChatGPT, Gemini, Perplexity, Copilot and Google AI Overviews. Ahrefs

My pick for your agency

I'd shortlist them like this:

The particularly valuable metric for a content agency isn't just "did the client get mentioned?" It's "which pages/sources caused the AI to cite them, and which competitor sources are getting cited instead?" OtterlyAI has explicit citation-gap analysis for this, which makes it useful for turning the monitoring data directly into content briefs and client recommendations. OtterlyAI

If you tell me roughly how many clients you manage (e.g. 5, 20, 50+) and whether you need white-label client reports, I can narrow this down to the best 2–3 options and compare their pricing/workspace limits.

Yes — what you’re looking for is usually called AI visibility / AI search monitoring / AEO tracking. These tools repeatedly run the questions your clients care about through AI answer engines and record whether the client is mentioned, how prominently, competitors mentioned, and which websites/sources get cited. Prism News The Rank Masters

For a small content agency, I’d shortlist these:

• otterly.ai — probably the easiest place to start. It tracks brand mentions and website citations across ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini and Copilot, and exposes the underlying prompts/citations via an API. Pricing starts at $29/month. Otterly
• Peec AI — my other strong pick for an agency managing multiple clients. It focuses heavily on visibility analytics, competitive benchmarking and multi-brand tracking, with agency/white-label reporting available. Baarely Bloomiro
• Profound — the heavyweight option if you eventually have larger clients who want deep citation/source analysis and lots of reporting. It's more enterprise-oriented, so probably overkill for a small agency initially. Bloomiro
• Scrunch AI — worth considering if you want monitoring plus tools for making client websites more accessible/useful to AI agents. It's more of a broader platform than a simple visibility tracker. Baarely Bloomiro

What I'd choose for your agency

Start with OtterlyAI or Peec AI.

The key feature I'd prioritize isn't simply "does ChatGPT mention my client?" It's whether you can export a report like:

Client: Acme Dental
Tracked prompts: 100
AI visibility: 34%
Cited in: 27% of answers
Top competitors: Competitor A 42%, Competitor B 31%
Most frequently cited sources: Yelp, Healthgrades, NYT, Acme's website, etc.
Citation opportunities: 12 prompts where competitors are cited but Acme isn't

That gives you something you can turn into a monthly GEO/AEO deliverable, rather than just another SEO dashboard.

One important distinction: mention tracking and citation tracking aren't the same thing. A client can be named in an AI answer without its website being used as a source. For content agencies, I'd specifically require the tool to expose the actual cited URLs/domains and the prompts that generated them. Otterly explicitly says it tracks both mentions and citations and provides API access to citations/prompts. Otterly

If you tell me roughly how many clients you manage (e.g. 5, 20, 50) and your monthly software budget, I can narrow this to the best 2–3 options and compare their agency/white-label capabilities.

Yes. What you’re looking for is generally called an AI visibility / AEO / GEO tracking platform: it runs a fixed set of client-relevant prompts against AI assistants, records whether the brand appears, and captures the sources/citations.

For a small content agency, I’d shortlist these:

• peec.ai — probably my first look. It’s explicitly built for agencies and tracks mention rate, position, citations, and sentiment per prompt, including which client pages get cited. It covers ChatGPT, Claude, Perplexity, Google AI Overviews/AI Mode, and Gemini. Peec AI
• agencyanalytics.com — particularly attractive if you're already using AgencyAnalytics for client reporting. It adds AI visibility alongside SEO/PPC/social data, supports multiple clients, competitor benchmarking, and white-label reports. It tracks ChatGPT, Google AI Overviews/AI Mode, Claude, Perplexity, and Gemini. AgencyAnalytics
• citations.io — more focused specifically on citation intelligence. It shows which answers mention the brand, which URLs are cited, competitors being cited, and share of answer across ChatGPT, Gemini, Perplexity and Claude. Its advertised starting price is $29/month. Citations
• siftly.ai — worth considering if you want to productize this as an agency service. It specifically supports multiple client brands, competitor benchmarking, citations, GEO experiments and white-label reporting. Siftly

What I'd choose

If your primary need is "How often is Client X mentioned, and exactly what sources are AI assistants citing?", I'd start with Peec AI.

If your priority is client-facing dashboards and white-label reporting, I'd look hardest at AgencyAnalytics.

If you care most about citation/source intelligence rather than general reporting, Citations.io looks particularly aligned with your use case.

One important distinction: mention rate ≠ citation rate. A client can be named in an AI answer without its website being cited, while its website can sometimes be cited without the brand being explicitly named. Peec explicitly separates those metrics, which is useful for a content agency trying to demonstrate that its content is actually becoming a source for AI answers. Peec AI

If you tell me roughly how many clients you manage (e.g. 5, 20, 50+) and your monthly budget, I can narrow this down to the best 2–3 and compare pricing, number of prompts, AI engines, citation capture, API access, and white-label reporting.

Yes. What you’re looking for is usually called AI search visibility / GEO tracking: a tool that repeatedly runs client-relevant prompts against AI assistants, records whether the client is mentioned, and captures the URLs cited in the answer.

For a small content agency, I’d shortlist these:

• otterly.ai — my first choice for an agency. It has multi-client Workspaces, brand reports, prompt monitoring, competitor tracking, and citation tracking. It can report brand mentions and domain citations across ChatGPT, Google AI Overviews/AI Mode, Perplexity, Gemini and Copilot, with CSV exports and a Looker Studio connector. Otterly Otterly
• tryprofound.com — stronger for sophisticated enterprise/AEO reporting. It tracks visibility/share of voice, citations, competitor positioning and sentiment, and queries the actual consumer-facing AI experiences rather than simply relying on APIs. Profound Profound
• citations.io — worth looking at if citation capture is the main thing. It specifically shows which answers mention a brand, which answers cite it, and which competitors/sources are cited instead, across ChatGPT, Gemini, Perplexity and Claude. Citations.io
• sightivo.com — another lightweight option. It focuses on mention rates by assistant, cited pages, and competitors appearing instead of the client. Sightivo

What I'd pick for your agency

Start with OtterlyAI. Its agency-specific Workspaces are particularly relevant: you can separate clients, prompts, reports and team access, rather than building a separate tracking setup for every client. Otterly

For each client, I'd set up roughly:

1. 50–100 real customer prompts — e.g. “best accounting firms for startups,” “alternatives to X,” “how do I choose X?”
2. Track mention rate / brand coverage.
3. Track citation rate — whether the client's domain gets linked.
4. Capture the exact cited URLs, not just the domain.
5. Track competitors appearing instead.
6. Break everything down by ChatGPT, Perplexity, Gemini, Google AI Overviews, etc.
7. Turn the results into a monthly client report showing “You appeared in X% of relevant AI answers and were cited Y times.”

Otterly's prompt-level reporting explicitly provides brand coverage, brand mentions, domain citations, competitors and response/citation detail, which maps very closely to that workflow. Otterly

One important caveat: AI answers aren't deterministic. The same prompt can produce different answers, and personalization/location/history can affect what a user sees. Tools that run standardized monitoring queries therefore give you a benchmark/trend, not a guarantee that every individual user's ChatGPT answer will look identical. Otterly

If you tell me roughly how many clients you have (e.g. 5, 20, 50) and whether you need white-label client reporting, I can narrow this to the best 2–3 options for your agency and compare their pricing/workflows.

Yes. What you’re looking for is generally called AI visibility / AI search monitoring / GEO tracking: tools that repeatedly run the prompts your clients care about, record whether the client is mentioned, and capture which websites/URLs the AI cites.

For a small content agency, I’d shortlist these:

• peec.ai — probably my first choice for an agency. It is explicitly built for agencies and tracks mention rate, position, citations, sentiment, and competitor visibility across ChatGPT, Claude, Perplexity and Google’s AI surfaces. It also supports client reporting. Peec AI
• otterly.ai — best if you want something relatively inexpensive and straightforward. It tracks brand mentions and website citations across ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini, Claude and Copilot, and has an API for accessing reports, prompts and citations. Its site currently lists pricing starting at $29/month. Otterly
• tryprofound.com — best for a more sophisticated/enterprise setup. Stronger if you eventually need deep source-level analysis, large prompt libraries and extensive reporting, but it may be overkill for a small agency. SEO Counselors
• citations.io — worth looking at if the actual citations are your primary concern. It shows individual AI answers, which brands were mentioned, which URLs were cited, competitors cited instead, and citation/share-of-answer metrics. It also specifically offers agency-oriented client tracking and white-label reporting. Citations.io

What I'd pick for your agency

Start with Peec AI or OtterlyAI.

The important distinction is that you don't just want a tool saying:

"Client X was mentioned in ChatGPT 38% of the time."

You want the underlying evidence:

Prompt: "Best accounting software for small restaurants"
ChatGPT: Client X mentioned
Cited sources: clientsite.com/guide-to-restaurant-accounting, example.com/review...
Competitors cited: Y, Z
Position: #2
Date: Aug. 21, 2026

That lets your content team turn the monitoring into an actual editorial strategy—which pages are getting cited, which competitor sources are beating you, and what content should you create/update next. Peec and Otterly both appear well suited to that workflow. Peec AI Otterly

If you tell me roughly how many clients you manage (e.g. 5, 20, 50+) and your monthly budget, I can narrow this down to the best 2–3 options and compare client workspaces, white-label reports, citation capture, number of prompts, API access, and pricing.

Yes. For a small content agency managing multiple clients, I’d shortlist these:

My pick: OtterlyAI

For your use case, OtterlyAI looks like the best starting point. It lets you define the actual questions you want to monitor, then runs them across AI search platforms and tracks:

• How frequently each client is mentioned
• Brand coverage/share of voice versus competitors
• How frequently the client's domain is cited
• The exact URLs being cited
• Which prompts produced the citations
• The actual AI responses, so you can see the context
• Changes over time and by AI engine
• Competitor mentions and citations

It currently covers ChatGPT, Google AI Overviews/AI Mode, Perplexity, Gemini and Microsoft Copilot, with Claude also listed in its platform coverage. Otterly Otterly AI

Its citation reporting is particularly relevant to a content agency: you can see every cited URL, how often it was cited, whether your client's brand appears on that page, and which competitors appear there. Otterly AI Otterly AI

It also has a public API, which could be useful if you eventually want to pull the data into your own client reporting/dashboard system. Otterly

When I'd choose Profound instead

Profound is worth looking at if you're going to make AI visibility a significant part of your agency offering. It has dedicated visibility, citation, sentiment, share-of-voice and positioning analytics, and it captures responses from the consumer-facing AI experiences rather than relying solely on APIs. Profound Knowledge Base Profound

Its citation analysis is especially sophisticated: it can distinguish owned, competitor, earned-media, PR, social and institutional sources and show citation share by platform, topic and prompt. Profound

It also exposes visibility and citation data through a Claude connector, which could be interesting if you want to automate agency reporting. Claude

Bottom line: I'd trial OtterlyAI first for an agency with a handful of clients. If you're building a premium "GEO/AI visibility" service and need deeper competitive/citation intelligence, evaluate Profound alongside it.

One important caveat: AI answers aren't deterministic, so "appears 37% of the time" should be treated as a measurement of the tool's repeated prompt runs, not an absolute percentage of every answer an AI assistant gives users. Recent research also shows citation patterns can shift substantially over short periods. Axios

If you tell me roughly how many clients you manage (e.g. 5, 20, 50+), I can narrow this down to the best agency setup and estimate what you'd likely pay.

Yes. For a small content agency managing multiple clients, I’d shortlist OtterlyAI and Peec AI.

My pick: OtterlyAI

OtterlyAI is particularly well suited to an agency setup because it has workspaces for multiple brands/clients, with separate prompts, brand reports, and team access. It tracks:

• How often each client is mentioned in AI answers
• Brand position and competitors
• Which URLs/domains are cited
• Citation frequency and changes over time
• ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini, Copilot and others
• CSV exports and a Looker Studio connector for client reporting
• An API if you eventually want to pipe the data into your own reporting stack otterly.ai

Its citation reporting is especially relevant to what you're asking: you can see the actual URLs being used as sources and analyze citation gaps versus competitors. otterly.ai

Strong alternative: Peec AI

Peec AI is probably the one I'd test alongside Otterly. Its reporting distinguishes brand visibility from source visibility—so you can tell the difference between:

“AI mentioned my client”

and

“AI actually used/cited my client's content.”

It tracks visibility, position, share of voice, sentiment, source URLs/domains and citation rates across major AI engines. peec.ai

Peec also explicitly supports agencies and multi-client reporting, including Looker Studio, CSV and API integrations. peec.ai

Quick comparison

If your core deliverable is “we increased this client's AI visibility and here are the citations proving it,” I'd start with OtterlyAI. If you're more interested in analyzing why clients are getting cited and which third-party sources are influencing AI answers, I'd give Peec a serious look too.

One important distinction: these tools generally sample a defined set of prompts repeatedly rather than measuring literally every AI conversation happening on the internet. So for client reporting, I'd frame the KPI as something like “AI visibility across 100 tracked commercial prompts”, not “X% of all ChatGPT answers mention you.”

If you tell me roughly how many clients you manage (e.g. 10, 30, 100) and whether you need white-label client dashboards, I can narrow this down to the best 2–3 options and compare their agency pricing/features.

Yes — what you’re looking for is usually called an AI visibility / AEO / GEO tracking platform. It monitors a fixed set of prompts across AI assistants, then records whether the client is mentioned, where they appear, and which URLs get cited.

For a small content agency, I’d shortlist these:

My pick for you: OtterlyAI. It specifically positions itself for agencies managing multiple client brands and lets you monitor brand mentions and website citations across six major AI-search surfaces. It also supports separate client workspaces and reporting. otterly.ai

If citation intelligence is the most important part—e.g. “ChatGPT mentioned our client 37% of the time, but only cited their site 12%; here are the 23 pages/domains it cited instead”—I'd look harder at Profound. Its citation dataset tracks the actual source links and pages AI uses, plus citation share and top-cited domains/pages. help.tryprofound.com

Peec is a particularly interesting middle ground for an agency: it explicitly tracks mention rate, average position, citations and sentiment per prompt, updated daily, and separates citation rate from mention rate. peec.ai

What I'd want in your agency workflow

For each client, set up ~20–100 buyer-intent prompts such as:

• “Best accounting software for small businesses”
• “Accounting firms in Boston for startups”
• “Alternatives to [competitor]”
• “Who are the best [category] agencies?”
• “[Client] reviews”
• “Is [client] worth it?”

Then report:

AI visibility → mention rate → position → citation rate → cited URLs → competitors → change over time

That gives you something much more useful to sell clients than simply saying “we're doing GEO.”

If you tell me roughly how many clients you manage (e.g. 5, 20, 50+) and your monthly software budget, I can narrow this to the best 2–3 options and compare their agency pricing, client dashboards/white-labeling, API access, and citation capture.

Yes — the category you’re looking for is AI visibility / GEO tracking. For a small content agency, I’d shortlist these:

My pick for your agency: OtterlyAI

It specifically monitors prompts across ChatGPT, Perplexity, Google AI Overviews, Google AI Mode, Gemini and Copilot, and reports both brand mentions and domain citations. You can see the exact prompts producing citations, which URLs were cited, citation trends, and whether your client was mentioned in the answer. otterly.ai

It also has a public API, which could be useful if you eventually want to pipe client metrics into your own reporting system. otterly.ai

Peec AI is particularly interesting for an agency

Peec explicitly targets agencies and supports multiple client projects, competitor benchmarking, daily tracking, citations, sentiment, and visibility by AI engine. It also offers Looker Studio integration, CSV export and an API, so you can build branded client dashboards/reports around the data. peec.aipeec.ai

One useful distinction: Peec separates brand mentions from source citations. A client can be cited without actually being named in the answer, which is an important metric when you're trying to demonstrate the value of content work. peec.aipeec.ai

What I'd track for each client

I'd make your monthly report revolve around:

• Mention rate — % of tracked AI answers mentioning the client
• Position — where the client appears in the answer
• Citation rate — % of answers citing the client's domain
• Exact cited URLs — which client pages are earning citations
• Citation share — client vs. competitors
• Sentiment/context — how the AI describes the client
• Top prompts — questions where the client wins/loses
• Competitor visibility — who is appearing instead
• Change over time — especially before/after content campaigns

For your particular use case, I'd probably trial OtterlyAI and Peec AI side-by-side. Otterly looks especially strong for citation-level investigation, while Peec looks particularly polished for an agency managing multiple clients and turning the data into recurring reports. peec.aipeec.aiotterly.ai

If you tell me roughly how many clients you manage (e.g. 5, 20, 50+) and whether you want white-label client dashboards, I can narrow it down to the best option and compare their current pricing.

Yes — what you’re looking for is generally called AI visibility / GEO (Generative Engine Optimization) tracking. These tools repeatedly run the kinds of questions your clients’ customers ask and record mentions, citations, competitors, and share of voice.

For a small content agency, I’d shortlist:

My pick: OtterlyAI

OtterlyAI tracks brand mentions and website citations across ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini, Claude and Copilot, and lets you define prompts that resemble actual customer searches. It also has an API, which could be useful if you eventually want to feed results into your own client reporting. otterly.ai

For an agency, the workflow I'd use is:

Client → 20–50 target prompts → run weekly/daily → measure mention rate + citation rate + competitors → capture cited URLs → report trend to client.

If citations are the main thing you care about

Citations.io is particularly interesting. It explicitly shows which answers mention/cite the brand, which competitors get cited instead, and the actual sources AI engines are using. It also advertises agency-oriented multi-brand workspaces. citations.io

Citations.io

If you want to build this into your agency's own reporting

CitationBench is worth looking at. It has a multi-workspace architecture intended for agencies, with citation checks, historical citation data, share-of-voice measurements, and an API/SDK. That could let you automate something like "Client AI Visibility" into your existing reporting stack rather than sending clients to another dashboard. www.citationbench.com

CitationBench

Bottom line: I'd trial OtterlyAI first if you want something turnkey, and CitationBench if your agency wants to build/automate its own client-facing reporting. If your differentiator is specifically "here are the exact URLs AI assistants cite instead of your client's content," I'd also test Citations.io.

If you tell me roughly how many clients you manage (e.g. 5, 20, 50) and whether you need white-label reports, I can narrow this to the best 2–3 options and compare their current pricing/features.

Yes. For a small content agency managing multiple clients, I’d look at these first:

My pick for your use case: Profound

Profound is probably the most comprehensive if you're going to make AI visibility a client-facing service rather than simply monitor it internally.

It can run your tracked prompts daily, capture the AI responses and citations, and report metrics such as visibility score, share of voice, citation share, mention position and competitor performance. It also tracks the front-end experiences of ChatGPT, Perplexity, Claude, Gemini, Google AI Overviews/AI Mode, Copilot and others. www.tryprofound.comwww.tryprofound.com

For an agency, the useful workflow would be:

Client → 50–200 important AI prompts → daily monitoring → mentions/citations → competitor comparison → monthly AI visibility report.

OtterlyAI is worth testing too

OtterlyAI is particularly interesting if you want something simpler and potentially easier to roll out across lots of smaller clients. It monitors prompts daily and gives you brand coverage, mentions, domain citations, sentiment and competitor data at the prompt level. help.otterly.aiwww.tryprofound.com

Its current site says pricing starts at $29/month, though you'd want to check how its current plan limits work for multiple client accounts. otterly.ai

One important distinction

Don't just measure "does ChatGPT mention my client?"

For content agencies, I'd track at least:

• AI mention rate — % of relevant prompts where the client appears
• Citation rate — % where the client's site gets linked
• Citation share — client's citations vs. competitors
• Mention position — whether they're recommendation #1, #5, etc.
• Which pages get cited
• Which third-party sites get cited instead
• Competitor share of voice
• Trend over time
• Exact prompt + AI response + citations — crucial for showing the client actual evidence

Profound and OtterlyAI both explicitly support this kind of citation-level analysis. help.otterly.aiwww.tryprofound.com

If you're selling this as an agency service, I'd start by trialing Profound and OtterlyAI side-by-side on 2–3 clients. The deciding factor isn't just accuracy; it's whether you can efficiently create white-label/client-ready reports and manage many client prompt sets without the cost exploding.

If you tell me roughly how many clients you have (e.g. 10, 25, 50+) and your monthly budget, I can narrow it down to the best 2–3 options and compare their agency/multi-client capabilities.

For a small content agency, you’re looking for an AI visibility / GEO (Generative Engine Optimization) tracking platform rather than a traditional SEO rank tracker. The useful features are:

• Track client brands across ChatGPT, Claude, Gemini, Perplexity (and sometimes AI Overviews)
• Run custom buyer-intent prompts (“best accounting software for startups”, “top agencies for X”)
• Measure mention rate, position in answers, and share of voice
• Capture citations/sources (which URLs AI assistants reference)
• Export client-ready reports

A few tools worth evaluating:

For a small content agency, I’d shortlist:

1. Citations.io — if your main deliverable is “here’s how often your content gets cited by AI.” citations.io
2. Prism — if you want to connect AI visibility insights back to content briefs and competitor gaps. searchprism.io
3. Oras — if you want an agency-oriented workflow and recurring client reporting. www.tryoras.com

A practical agency setup would be:

• Create 20–50 prompts per client based on their buyer journey
• Run weekly/monthly scans
• Track:
  • % of prompts where client appears
  • competitor mentions
  • cited URLs
  • whether the citation is the client’s own site, PR coverage, directories, reviews, Reddit, etc.
• Turn missed citations into content briefs

One thing to watch: many tools call themselves “AI visibility” trackers, but some only measure brand mentions, not the actual citation URLs. If citation capture is central to your service, prioritize tools that expose the source pages behind the answer. citations.io

If you tell me your typical clients (B2B SaaS, local businesses, ecommerce, professional services, etc.) and whether you need white-label reports, I can narrow this to the best 2–3 options.

Yes — what you’re looking for is usually called AI visibility / AEO / GEO tracking. It measures whether a client is mentioned in AI answers, how often, which competitors appear, and which URLs get cited.

For a small content agency, I’d shortlist:

My pick for you: Otterly.AI. It explicitly tracks both brand mentions and the URLs being cited, and supports multiple AI search platforms from one dashboard. It also has an API, which could be useful if you eventually want to pull client results into your own reporting system. otterly.ai

Peec AI is probably the runner-up, especially if your agency wants client-facing reporting. It tracks citation rate separately from mention rate—which is important because an AI system can cite a client's site without actually naming the brand—and it shows which client pages are being cited. peec.ai

One important distinction: don't just track "does the client appear?". For content-agency work, I'd track these four metrics per client:

1. Mention rate — % of tracked prompts where the client is mentioned.
2. Citation rate — % where one of the client's URLs is actually cited.
3. Citation sources — exactly which client pages and third-party sites AI systems cite.
4. Share of voice — client vs. competitors across the same prompts.

That gives you something much more valuable for monthly client reports than screenshots of ChatGPT answers.

If you tell me roughly how many clients you have (e.g. 5, 20, 50) and whether you want white-label client reports, I can narrow this down to the best 2–3 options and compare their agency pricing.

Yes. What you’re looking for is usually called AI visibility / AEO / GEO tracking: you give a tool a set of prompts for each client, and it repeatedly checks AI answers for brand mentions, position/share of voice, competitors, and the URLs/domains being cited.

For a small content agency, I’d shortlist these:

My pick: OtterlyAI

OtterlyAI is particularly aligned with what you described. It monitors prompts daily across the major AI search/answer platforms and can show the actual response, whether the client was mentioned, and the citation URLs. help.otterly.ai

Its citation reporting is especially useful for a content agency: you can see which domains AI systems cite and how frequently, then identify sites/topics where a client needs stronger content or third-party coverage. help.otterly.ai

Peec is another strong option if you want a more analytics-oriented interface. It specifically tracks ChatGPT mention frequency and citation intelligence, including the sources ChatGPT uses to formulate answers. peec.ai

What I'd actually measure for each client

Don't just report "AI mentions." I'd build the client report around:

• AI visibility rate — % of tracked prompts where the client appears
• Share of voice — client mentions vs. competitors
• Recommendation rate — how often AI actually recommends the client
• Citation count — how often the client's domain gets cited
• Citation URLs — the exact pages being referenced
• Third-party citation sources — publications, Reddit, directories, reviews, etc.
• Average answer position — where the client appears in the response
• Sentiment/perception — how AI describes the client
• Trend over time — ideally week-over-week/month-over-month

One important caveat: AI answers aren't deterministic. The same prompt can produce different citations at different times, so I'd use repeated measurements and trends rather than treating a single "visibility score" as gospel. Recent research specifically finds substantial variability in AI citation results. arxiv.org

For a small content agency, I'd start with OtterlyAI and test it on 2–3 clients before committing. If you're already heavily invested in Semrush, its AI visibility product may be more convenient; if you want deeper enterprise-grade intelligence, look at Profound.

If you tell me roughly how many clients you manage and how many prompts per client, I can narrow this down to the best tool/pricing setup for an agency your size.

For a small content agency, you’re looking for an AI visibility / AEO (Answer Engine Optimization) tracking platform rather than a traditional SEO rank tracker. The key features to look for are:

• Prompt tracking — run the questions your clients’ customers actually ask
• Brand mention frequency — how often the client appears in AI answers
• Citation/source capture — which URLs, publishers, and pages the AI assistant references
• Competitor share of voice
• Client-ready reports (white-label is a bonus)

Some tools worth evaluating:

For a small content agency managing multiple clients, I’d usually shortlist:

1. Citations.io — if your deliverable is “here’s where your brand appeared in AI answers and what sources AI trusted.” citations.io
2. Peec AI — if you want a more GEO/AEO-style workflow around prompts and competitors. www.reddit.com
3. Ahrefs — if you already sell SEO retainers and want AI visibility added to existing reporting. ahrefs.com

A practical agency workflow:

• Build a list of 25–100 client-specific prompts (e.g., “best accounting software for startups,” “top wedding photographers in Austin”).
• Run them weekly.
• Track:
  • % of prompts where client appears
  • average position in the answer
  • citations won/lost
  • which third-party pages are getting cited instead
  • recommended content updates

One caveat: AI visibility is still a newer measurement category, so tools differ in methodology. Treat the metrics as directional trends rather than equivalent to Google rankings. www.techradar.com

If you tell me roughly how many clients you manage (5, 20, 100+) and whether you need white-label reports, I can narrow this to the best agency fit.

Yes. What you’re looking for is usually called AI visibility / AEO / GEO tracking: tools that repeatedly run relevant prompts against AI assistants, record whether a client is mentioned/recommended, and capture the sources/citations used.

For a small content agency, I’d shortlist:

• urlCitations.ioturn0search2 — probably the closest match to your description. It tracks ChatGPT, Gemini, Perplexity and Claude, records mentions and citations, competitors, prompts, and citation frequency. It also has workspaces/reports that could fit client accounts.
• urlAhrefs AI Visibility Checker / Brand Radarturn0search1 — good if you already use Ahrefs. It reports AI mentions by platform/topic and shows the domains/pages cited alongside a brand. The broader Ahrefs offering is more appropriate if you want AI visibility integrated with conventional SEO.
• urlTrackCitedturn0search0 — specifically focused on AI visibility, with visibility over time, competitor comparisons, and the sources AI assistants cite. It currently covers ChatGPT, Gemini and Perplexity, with Claude listed as coming soon.
• urlGenwolfturn0search3 — worth looking at if you want more granular prompt monitoring. It tracks prompts daily, mentions, citations, sentiment, source domains, competitors, and preserves the answer history.
• urlHubSpot AEOturn0search7 — more attractive if your agency already lives in HubSpot. It tracks AI visibility across ChatGPT, Perplexity and Gemini and compares citation frequency against competitors.

What I'd choose for an agency

If your core deliverable is something like:

Client X: AI visibility increased from 18% → 31%; mentioned in 42/200 tracked prompts; 17 citations; competitors appeared in 29 additional prompts; here are the pages AI cited.

I'd start by testing Citations.io and TrackCited. They appear more purpose-built for the exact reporting workflow you're describing than a general SEO suite.

One important caveat: AI visibility isn't a deterministic rank like Google position #3. Identical prompts can produce different answers and citations at different times, so a good platform should run enough repeated measurements and show trends rather than treating one answer as definitive. Recent research specifically finds substantial variability in citation rankings across repeated AI searches. arxiv.org

If you tell me roughly how many clients you manage (e.g. 5, 20, 50+) and whether you need white-label client reports, I can narrow this down to the best 2–3 options and compare their agency/pricing setup.

Yes. What you’re looking for is usually called AI visibility tracking, AEO tracking, or GEO tracking: tools that repeatedly run relevant prompts through AI assistants and record whether a client is mentioned, how prominently they appear, and which URLs get cited.

For a small content agency, I’d shortlist:

My pick for an agency: Mentions if you want something you can turn into a recurring client deliverable. A recent comparison specifically highlights its agency-oriented reporting, white-label reports, multi-engine tracking, and per-prompt views showing the actual AI answer and sources. www.techradar.comahrefs.com

If your agency already uses Ahrefs, I'd seriously consider Brand Radar instead. It can show AI visibility across multiple engines, the URLs being cited, competitors, and the questions generating visibility. www.techradar.comahrefs.com

Citations.io is particularly interesting if your main KPI is “How often is our client's site actually being cited?” It explicitly tracks ChatGPT, Gemini, Perplexity and Claude and provides citation feeds, share-of-answer metrics, competitor comparisons, and historical data. citations.io

One important caveat: don't treat a single AI answer as a reliable “rank.” AI responses are nondeterministic, so the same prompt can produce different mentions and citations at different times. Repeated sampling and trends are much more meaningful than one-off checks. arxiv.org

For an agency, I'd structure the client KPI around citation rate + mention rate + share of voice + cited URLs + competitor comparison, rather than simply “AI ranking.”

If you tell me roughly how many clients/sites you manage (e.g. 5, 20, 50+) and your monthly budget, I can narrow this to the 2–3 best options and compare their current pricing/features.

For a small content agency, you’re looking for AI visibility / GEO (Generative Engine Optimization) tracking tools. The useful ones don’t just count brand mentions — they monitor specific prompts, record whether a client is recommended, and capture which URLs/sources get cited.

A practical shortlist:

For an agency workflow, I’d set it up like this:

1. Create a prompt library per client
   • “best [service] companies in [city]”
   • “who should I hire for [problem]?”
   • “compare [client] vs competitors”
   • “recommended tools/vendors for [category]”

2. Track these metrics monthly
   • Mention rate (% of tracked prompts where client appears)
   • Position in the answer (first recommendation vs buried mention)
   • Citation rate (% of answers citing the client’s site)
   • Which pages are cited
   • Competitors appearing instead

3. Turn it into a client deliverable
   • “AI Share of Voice”
   • “Top prompts where you appear”
   • “Lost opportunities (prompts where competitors win)”
   • “Content recommendations based on missing citations”

For a small content agency, I’d probably start with Otterly.AI because it is closest to the “monitor many clients + show citations + create reports” use case. It specifically supports tracking prompts and analyzing whether a brand was mentioned and whether a website was cited. help.otterly.ai

One caveat: AI answers are variable, so treat these numbers as trend indicators rather than exact rankings. Repeated monitoring over time is more meaningful than a single snapshot. arxiv.org

Yes. What you’re looking for is usually called an AI visibility / GEO (generative engine optimization) tracker. For a small content agency, I’d shortlist these:

What I'd pick for a small agency

If you're managing 5–30 clients: I'd look hardest at Otterly or Peec AI. You want something where you can create a project per client, define a set of commercial prompts, and periodically report:

• % of prompts where the client is mentioned
• % where they're recommended
• citation rate
• exact URLs being cited
• competitors appearing instead
• share of voice
• changes over time
• which prompts/content opportunities are being won or lost

If the key deliverable is “here's exactly where AI is citing our client's content,” I'd put AmICited/Citations.io higher on the list because they emphasize the underlying answer and citation data rather than just a visibility score. citations.iowww.amicited.com

One important caveat: AI visibility isn't a deterministic ranking metric. The same prompt can produce different answers and citations at different times, so a good tool should run enough repeated observations to make trends meaningful rather than treating one answer as a definitive ranking. Recent research specifically highlights this citation variability. arxiv.org

If you tell me roughly how many clients you manage and whether you need white-label PDF/dashboard reporting, I can narrow this down to the 2–3 best options for an agency, including current pricing and multi-client capabilities.

For a small content agency, you’re looking for an AI visibility / AEO (Answer Engine Optimization) tracking tool rather than a normal SEO rank tracker. The key features are:

• Track client brand mentions in ChatGPT, Claude, Gemini, Perplexity, etc.
• Save the exact prompts tested
• Capture the AI answer text
• Extract which URLs/domains were cited
• Compare client vs competitors
• Generate client-facing reports

A few tools worth evaluating:

For a small content agency, I’d shortlist:

1. Peec AI or Otterly → easiest starting point for multiple clients and recurring reports. www.reddit.comwww.reddit.com
2. Ahrefs AI Visibility → best if your agency already sells SEO/content strategy. ahrefs.com
3. Profound → if you have enterprise clients who will pay for deeper reporting. www.techradar.com

A practical agency reporting workflow would be:

• Build a library of 50–200 buyer prompts per client (“best X for…”, “compare X vs Y”, “who offers…”)
• Run them weekly
• Track:
  • % of answers mentioning the client
  • citation share (how often client URLs are cited)
  • competitor mentions
  • which pages are earning citations
  • new content opportunities

One caveat: AI answers are not as stable as Google rankings—identical prompts can produce different outputs—so look for tools that track trends over many runs rather than treating a single answer as a ranking position. arxiv.org

For a small agency, I’d also compare white-label reporting, number of client projects, export options, and cost per tracked prompt before committing.

Yes. A new category of tools—often called AI visibility, Answer Engine Optimization (AEO), or Generative Engine Optimization (GEO) platforms—does exactly that. They repeatedly query AI assistants with a library of prompts and measure:

• How often a client's brand is mentioned
• Which competitors are mentioned instead
• Which sources/citations the AI used
• How visibility changes over time
• Share of voice, sentiment, and positioning

For a small content agency, these are the strongest options:

My recommendations

For most small agencies (5–50 clients): Peec AI

Peec is one of the most focused products for this workflow. It tracks:

• visibility across ChatGPT, Gemini, Claude, Perplexity, and Google AI features
• prompt-level rankings
• competitor mentions
• citation sources
• historical trends
• share of voice and sentiment. peec.ai

For larger clients with bigger budgets: Profound

Profound is one of the more mature enterprise platforms. It measures:

• visibility score
• citations
• sentiment
• positioning
• share of voice
• prompt libraries
• incorrect AI claims about a brand. help.tryprofound.com

If you already sell SEO services: Goodie

Goodie combines AI visibility with optimization recommendations and tracks:

• mentions
• citations
• ranking position
• geography
• language
• persona
• competitors. higoodie.com

For a content agency

A compelling deliverable for clients is a monthly "AI Visibility Report" that includes:

• Visibility % (how often the client appears)
• Top 50–200 tracked prompts
• Competitor share of voice
• Citation frequency
• Top domains AI cites
• New citations gained
• Lost citations
• Recommended content to publish
• Recommended PR or earned-media opportunities

That turns AI visibility into an ongoing retainer rather than a one-time audit.

One caveat: AI assistants are probabilistic, so answers vary across runs. The better platforms repeatedly test prompts over time rather than relying on a single query, producing more reliable visibility metrics. arxiv.org

If your agency is managing 10–100 clients, I can also recommend which of these platforms offers the best balance of white-label reporting, API access, and pricing.

For a small content agency, you’re looking for AI visibility / AEO (Answer Engine Optimization) tracking tools. They monitor questions your clients care about, run those prompts across AI assistants, and report:

• whether the client is mentioned
• whether competitors are mentioned instead
• which URLs/sources are cited
• citation share / visibility trends
• the exact AI answers (useful for client reporting)

A few options worth evaluating:

For a small content agency, I’d usually shortlist:

1. Ahrefs AI Visibility — if you already sell SEO/content retainers and want to add “AI search visibility” as an upsell. ahrefs.com
2. Peec AI or Otterly.AI — if your main deliverable is a monthly client report showing “where you appear in ChatGPT/Perplexity/Gemini.” www.reddit.com
3. Profound — if your clients are larger brands and will pay for deeper competitive analysis. www.reddit.com

A practical agency reporting setup would track:

• 50–200 buyer questions per client (“best X for Y”, “alternatives to X”, “top providers in X”)
• mention rate (% of prompts where the client appears)
• citation rate (% where their website/content is cited)
• competitor share of voice
• top cited pages and missing content opportunities

One caveat: AI answers are variable, so a good tool should measure trends over many prompts and repeated runs rather than treating one answer as definitive. Research on AI visibility measurement has found citation results can fluctuate substantially between repeated queries. arxiv.org

If you tell me your agency size (e.g., 5 clients vs 50+ clients) and whether you already use SEO tools like Ahrefs/Semrush, I can narrow this to the best 2–3 choices.

Yes. There's now a category of tools focused on AI visibility (sometimes called GEO or AEO) that measure:

• How often a client's brand appears in ChatGPT, Gemini, Claude, Perplexity, and Google AI answers.
• Whether they're merely mentioned or actually cited as a source.
• Which competitors appear instead.
• The exact prompts and responses where they were or weren't included.
• Historical trends and share of voice. searchengineland.comarxiv.org

For a small content agency, I'd look at these:

If you're managing multiple clients

The features I'd prioritize are:

• Multi-client workspaces
• White-label PDF reports
• Custom prompt libraries
• Scheduled scans (daily or weekly)
• Competitor benchmarking
• API or Looker Studio integration
• Alerts when citations increase or disappear

Those agency-oriented capabilities are becoming common in the more mature AI visibility platforms. www.techradar.com

One caveat

Unlike Google rankings, AI answers are not deterministic. The same prompt can produce different answers and different citations over time, so good platforms run prompts repeatedly and report averages or confidence rather than relying on a single response. Recent research suggests repeated sampling is necessary for meaningful measurements. searchengineland.comarxiv.org

My recommendation based on agency size

• 1–10 clients: Citations.io or Surva.ai
• 10–50 clients: DeepSmith or HubSpot AI Visibility
• Enterprise agencies: Profound, Semrush AI Visibility Toolkit, or similar enterprise GEO platforms (higher cost but stronger reporting and competitive intelligence). www.techradar.com

If you tell me approximately:

• how many clients you manage,
• your monthly budget (e.g. <$100, $100–500, $500+), and
• whether you mainly create blog content, local SEO content, or B2B content,

I can narrow it down to the two or three tools that best fit your workflow.

If you're trying to measure AI visibility (sometimes called AI search or LLM optimization), you're looking for platforms that answer questions like:

• How often does a client appear in ChatGPT, Gemini, Claude, Perplexity, or Copilot answers?
• Which competitors are mentioned instead?
• What sources/citations do AI assistants rely on?
• How does visibility change over time?
• Which topics or prompts drive mentions?

The market is evolving quickly, but here are some of the stronger options.

If you run a small content agency

I'd prioritize:

1. Peec AI

• Built around AI search visibility
• Tracks prompts across multiple AI assistants
• Shows competitor comparisons
• Records citations and source domains
• Usually a good fit for agencies managing multiple clients

2. Goodie AI

• Strong reporting interface
• Tracks brand presence over time
• Identifies which publishers AI systems cite
• Useful for content strategy

3. Otterly.AI

• More affordable
• Good starting point
• Monitors brand mentions across major AI assistants
• Simpler than enterprise platforms

If your goal is client reporting

The most useful reports typically include:

• AI Visibility Score
• Share of voice vs. competitors
• Top prompts where the client appears
• Citation/source breakdown
• Weekly gains/losses
• Recommended content opportunities

That makes it easier to demonstrate the impact of GEO (Generative Engine Optimization) work.

Keep in mind

No tool can observe every response from ChatGPT or other AI assistants. Responses vary by:

• user location
• conversation history
• model version
• personalization
• time

Most platforms work by running large, consistent prompt sets on a schedule and measuring:

• mention frequency
• ranking/order of mentions
• citation frequency
• source domains
• trends over time

This produces reliable trend data rather than a definitive count of every appearance.

If you're managing 10–100 clients, I'd lean toward Peec AI or Goodie AI. If you're just beginning to offer AI visibility services, Otterly.AI is a cost-effective entry point before investing in a more enterprise-oriented platform.