ChatGPT answers, unedited

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.

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.

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.