ChatGPT answers, unedited

Yes. There are now several platforms specifically aimed at agencies monitoring AI/LLM visibility and turning the results into client-facing, white-label reporting.

A few worth looking at:

• agencyscope.ai — probably the closest match to your description. It monitors client prompts across ChatGPT, Perplexity, and Gemini, keeps prompt-level evidence, compares competitors, and produces white-label PDFs with your agency branding. AgencyScope AgencyScope
• dabarank.com — more ambitious coverage: ChatGPT, Claude, Gemini, Perplexity, Grok, DeepSeek, Mistral, and Google AI Overviews. It tracks rankings, citations, and competitors and offers branded reports. DabaRank
• aicitationmonitor.com — particularly interesting if you care specifically about citations/source URLs, rather than just whether the brand was mentioned. Its agency plan includes client workspaces, weekly monitoring, branded PDFs, and an API. AI Citation Monitor
• getbrandcite.com — designed around producing an actual agency deliverable: competitive visibility, source-domain insights, intent breakdowns, recommendations, and white-label PDFs. BrandCite
• geneo.app — more of a full AI-search optimization platform, with white-label client portals, tracking for ChatGPT/Perplexity/Google AI, share of voice, citations, etc. Geneo
• otterly.ai — a more established AI-search monitoring option with multi-client workspaces, citation data, exports, Looker Studio integration, and an API. Its reporting is more customizable rather than being solely a turnkey white-label PDF product. Otterly

If you're evaluating this as an agency

I'd divide them into three buckets:

One important distinction: “AI visibility” and “AI citations” aren't quite the same thing. Some products primarily measure whether ChatGPT/Perplexity/etc. mention or recommend a brand, while others actually identify the URLs/domains cited in the answer. If your agency wants to sell something like “here are the sources AI engines are using to recommend your competitors, and here's where your brand is/isn't being cited,” I'd prioritize the latter.

There's also a pretty interesting gap here: an agency-oriented platform that combines citation tracking + historical monitoring + competitive analysis + automated white-label reports + recommendations for how to earn those citations. The current products vary quite a bit in how deeply they cover that workflow.

If you're considering building or reselling something like this, I can also break down the current competitors by features, pricing, APIs, white-label capabilities, and what appears to be missing in the market.

Yes. There’s a growing category of AI visibility / GEO monitoring platforms specifically aimed at agencies. They track whether clients are mentioned or cited in ChatGPT, Perplexity, Gemini, Google AI results, etc., and some can turn that data into white-label client reporting.

A few worth looking at:

• agencyscope.ai — probably the closest match to your description. It is explicitly built for SEO/GEO agencies: recurring checks across ChatGPT, Perplexity and Gemini, prompt-level evidence, competitor comparisons, and white-label PDF reports with agency branding. AgencyScope AgencyScope
• geneo.app — more of a full AI-search visibility platform. It offers client workspaces, citation/share-of-voice tracking, and white-label dashboards on your own domain, plus branded reports. Geneo
• dabarank.com — particularly agency-oriented, with multi-client management, daily monitoring across a large set of AI engines, citation/ranking data, and white-label PDFs. DabaRank
• llmpulse.ai — geared toward SEO agencies adding AI-search reporting to existing retainers. It tracks ChatGPT, Perplexity, Gemini, Google AI results and offers white-label dashboards and reporting templates. LLM Pulse
• aicitationmonitor.com — more narrowly focused on citations. Its Agency plan includes multiple client workspaces, five engines, branded PDFs, API access and white-label dashboards. AI Citation Monitor
• indaeo.com — tracks mentions, citations, source attribution, competitors and sentiment across ChatGPT, Gemini, Perplexity and Claude; Pro/Scale include white-label exports. Indaeo
• getbrandcite.com — interesting if the report itself is the main deliverable. It produces white-label PDFs with competitive visibility, cited-source analysis, intent breakdowns and recommendations. BrandCite

What I'd look at first

If you're an agency and want “plug this into our monthly reporting process”, I'd shortlist:

One important distinction: “AI visibility” isn't necessarily the same thing as “citations.” Some platforms primarily measure whether the brand is mentioned/recommended, while others actually identify the URLs/domains being cited. If your agency's goal is to tell a client “you're losing citations to these three competitor/source domains, and here's what we should do about it,” I'd prioritize the latter.

Also, this market is changing quickly—the underlying AI citation landscape itself is volatile. For example, recent data showed Reddit's share of ChatGPT citations dropping sharply over a few weeks, illustrating why historical monitoring rather than one-off audits is useful. axios.com

If you're evaluating this because you want to build/buy something for an agency, I can also compare the leading platforms on pricing, number of engines, API access, white-label depth, automated reports, and how they actually calculate “citation visibility.”

Yes. There’s a growing category of AI visibility / GEO / AEO platforms specifically aimed at agencies. A few stand out if your requirements are:

1. Monitor AI citations/mentions across ChatGPT, Perplexity, Gemini, etc.
2. Track which URLs/sources are being cited
3. Manage multiple client accounts
4. Produce white-label dashboards/reports

Best fits I found

Peec AI looks particularly interesting for an agency. It tracks mentions, citation count, position and sentiment across ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini and Copilot, while providing branded dashboards and exports. It also has an MCP/API workflow for automatically generating client reports. Peec AI Peec AI

peec.ai

LLM Pulse is more oriented toward the agency actually doing something with the citation data: it identifies what AI cites, tracks client visibility, and turns gaps into GEO content briefs. Its agency offering supports white-label reporting/custom domains. LLM Pulse

llmpulse.ai

AI Citation Monitor is worth looking at if you specifically care about the word citation rather than just "AI visibility." It tracks the cited sources and offers an Agency plan with client workspaces, branded PDFs, API access and white-label dashboards. AI Citation Monitor

aicitationmonitor.com

Spyglasses is another agency-oriented option, particularly interesting if you're doing PR/earned-media work. It combines AI visibility with tracking of which pages AI systems access and cite, and offers white-label reports, presentations and web pages. Spyglasses

spyglasses.io

One important distinction

I'd separate these into two categories:

"SEO/GEO platform with AI tracking"

• Peec
• LLM Pulse
• Rank Prompt
• Indaeo

"Citation/reporting layer"

• AI Citation Monitor
• AgencyScope
• Spyglasses

If you're an agency looking to sell "AI visibility monitoring" as a monthly retainer, I'd probably shortlist Peec, AI Citation Monitor, and LLM Pulse first.

And there may actually be an interesting product gap here: most platforms report visibility scores, mentions, share of voice and citations, but the agency workflow of "automatically turn this week's evidence into a polished, client-specific monthly GEO report" is still relatively immature. Peec is moving in that direction with its MCP reporting workflow. Peec AI

If you're evaluating this because you want to build something like this for agencies, I can also break down the existing platforms feature-by-feature and identify where the market still has whitespace.

Yes. There’s now a fairly clear category of AI visibility / GEO monitoring platforms built for agencies, and several specifically support citation tracking + white-label client reporting.

A few worth looking at:

The ones I'd investigate first

1. AI Brand Report — probably the closest match to your description. Its agency plan is currently listed at $399.95/mo for 25 brands, with citation-source tracking, competitor benchmarking, client guest access, and white-label PDFs. aibrandreport.com

AI Brand Report

2. DabaRank — particularly interesting if you want ongoing citation/ranking monitoring, rather than just generating periodic audits. It says it checks tracked prompts daily across eight AI platforms and provides white-label reports on its Agency plan. dabarank.com

DabaRank

3. LLM Pulse — strongest if you want to integrate AI visibility into an agency's existing reporting stack. It offers white-label client portals plus Looker Studio, API, CSV/Excel, and tracks citations/share of voice across multiple AI surfaces. llmpulse.ai

LLM Pulse for Agencies

4. Tower GEO — very agency-centric: separate client workspaces, citation frequency, competitor positioning, white-label PDFs, branded client dashboards and scheduled reporting. towergeo.com

Tower GEO

5. AI Citation Monitor — I'd look at this one if citation accuracy/evidence is more important to you than having a giant GEO suite. It specifically records whether you're mentioned/cited, which sources are cited, and provides confidence intervals; its Agency plan includes 10 client workspaces and branded PDFs/API. aicitationmonitor.com

AI Citation Monitor

One important distinction

I'd separate these into two categories:

"Reporting tools"

• AgencyScope
• BrandCite
• AI Brand Report

These are good if your agency primarily wants to measure → generate a polished report → send it to the client.

"GEO operating platforms"

• LLM Pulse
• DabaRank
• Tower GEO
• AISEOP
• jujuGEO

These go further into prompt monitoring, citations, competitors, recommendations/content optimization, and ongoing measurement. For example, jujuGEO explicitly tracks where a competitor gets cited instead of the client and can measure the citation again after a content fix. jujugeo.com

jujuGEO for Agencies

If you're evaluating this for an agency business, I'd focus less on the headline "AI visibility score" and more on whether the platform gives you:

1. Exact prompt + AI answer evidence
2. Exact URLs/domains being cited
3. Historical citation changes
4. Competitor citation comparison
5. Multiple client workspaces
6. White-label PDF and/or client portal
7. API/Looker Studio integration
8. Automated monthly reporting
9. Enough prompt volume per client that the data is statistically meaningful

If you tell me roughly how many clients you want to monitor (e.g. 10, 50, 200) and whether you're mainly an SEO agency, PR/content agency, or full-service marketing agency, I can narrow this to the 3 best platforms and compare their pricing/features/limitations.

Yes. There are now several platforms specifically aimed at agencies that want to monitor AI visibility/citations across ChatGPT, Perplexity, Gemini, Claude, etc., and turn the data into client-facing reports.

A few worth looking at:

My shortlist

1. LLM Pulse — probably the one I'd investigate first if you're an established SEO/marketing agency. It supports multi-client management, white-label client portals, custom domains, and tracking across ChatGPT, Perplexity, Gemini, Google AI Mode and AI Overviews. It also has API, Looker Studio, and CSV/Excel options. llmpulse.ai

2. AI Brand Report — particularly interesting if your primary need is "give me a nice branded report I can send to each client every month." It tracks five AI engines, citation sources, competitors, and offers white-label PDFs and client guest access. The agency plan currently lists 25 brands/projects at $399.95/month. aibrandreport.com

3. DabaRank — interesting if citation monitoring itself is the priority. It advertises tracking across eight AI platforms, including ChatGPT, Claude, Gemini, Perplexity, Grok, DeepSeek, Mistral and Google AI Overviews, plus daily rank/citation tracking and white-label PDFs. dabarank.com

4. AgencyScope — more narrowly focused on the reporting problem. It runs recurring checks across ChatGPT, Perplexity and Gemini, preserves prompt-level evidence, and turns it into white-label PDFs. That could be attractive if you don't want a giant GEO optimization suite. llmpulse.aiagencyscope.ai

5. Tower GEO — explicitly designed around agency portfolios, with unlimited client brands on its base offering and an additional client-workspace tier for white-label reports, branded dashboards and custom domains. towergeo.com

One important distinction

I'd separate these into two categories:

"AI rank tracker"
Tracks whether the client is mentioned/recommended/cited for a set of prompts.

"Citation intelligence"
Actually tells you which URLs/domains AI is citing, how that changes over time, which competitors are being cited instead, and potentially what sources are influencing the answer.

For an agency, I'd favor the second. The interesting client deliverable isn't just:

"Your AI visibility score went from 42 → 51."

It's:

You appeared in 37% of relevant AI answers this month. Competitor X appeared in 61%. AI cited 14 domains when answering your target questions; you control only 3 of those sources. Here are the 8 sources that represent the biggest opportunities.

That makes the report much easier to tie to SEO, digital PR, content, and GEO work.

If you tell me roughly how many clients you have (e.g. 10, 50, 200+) and whether you're primarily SEO, PR, web, or full-service, I can narrow these down to the 2–3 platforms I'd actually demo, including pricing and which one has the strongest white-label/API capabilities.

Yes. There are several platforms now specifically aimed at agencies that need to monitor AI visibility/citations across ChatGPT, Perplexity, Gemini, etc. and turn the data into client-facing reports.

The ones I'd look at

My shortlist

1. LLM Pulse — probably the closest match if you want an actual agency platform. It supports multiple client projects, white-label client portals, custom domains, citation tracking, competitor visibility, API access, and a Looker Studio connector. llmpulse.ai

2. AgencyScope — interesting if your priority is "give me the data → automatically produce a polished PDF I can send to my client." It explicitly focuses on recurring ChatGPT/Perplexity/Gemini checks, prompt-level evidence, competitor comparisons, and white-label PDFs. Its Starter plan is listed at $49/month for 5 client brands. agencyscope.ai

3. Tower GEO — more of a conventional multi-client GEO dashboard. It tracks mentions, sentiment, citation frequency and competitive positioning, with white-label reports and client-facing dashboards. towergeo.com

4. Citable — worth considering if you want to go beyond reporting into actually diagnosing/optimizing why clients are or aren't getting cited. It advertises multi-brand management, white-label reports, competitor intelligence and automated monitoring across ChatGPT, Claude, Perplexity, Gemini and Grok. getcitable.com

One important distinction

If by "AI citations" you specifically mean:

Which websites/sources does ChatGPT/Perplexity/Gemini cite when answering queries about my client's category, and how often is my client's domain one of those sources?

then I'd prioritize LLM Pulse, AgencyScope, or Gumshoe rather than a generic "AI visibility score" product. Gumshoe, for example, explicitly analyzes the domains earning AI references and supports API-based reporting pipelines, although it says it doesn't currently offer a fully white-label client portal. gumshoe.ai

If you're considering building or selling this as an agency service, I can also compare these platforms on pricing, number of AI queries, citation-level data, white-label depth, API access, and margins for reselling to clients.

Yes. There’s now a fairly mature category around AI visibility / GEO (Generative Engine Optimization) monitoring, and several platforms are specifically built for agencies.

The closest fits to what you described are:

My shortlist

1. LLM Pulse — probably the strongest all-around agency platform

It tracks client brands across ChatGPT, Perplexity, Gemini, Google AI Mode and AI Overviews, including mentions, citations, share of voice and visibility scores. It also offers white-label client portals, custom domains, branded reporting, Looker Studio, CSV/Excel and an API. llmpulse.aiagencyscope.ai

2. AgencyScope — particularly interesting if reporting is the primary requirement

It's explicitly designed around the agency reporting workflow: recurring checks across ChatGPT, Perplexity and Gemini, prompt-level evidence, competitor comparisons and white-label PDFs. agencyscope.aiagencyscope.ai

3. Geneo — good if you want the client portal to feel like your own product

It supports custom branding, domains and client portals, while reporting visibility, mentions, citations, share of voice and sentiment. geneo.app

4. Tower GEO — worth looking at for a larger agency

It emphasizes multi-client management and tracks citation frequency, sentiment and competitive positioning across ChatGPT, Claude, Perplexity and Gemini. Its agency offering includes white-label PDFs, branded dashboards, custom domains and automated monthly reports. towergeo.com

5. Prominara — interesting if you want API/custom-dashboard flexibility

It combines multi-site workspaces, citations, white-label PDFs, a branded client portal and API access, which could be useful if you want to integrate AI visibility into an existing agency reporting stack. prominara.com

One important distinction

If by "AI citations" you mean "Which websites/sources is ChatGPT/Perplexity/Gemini actually citing when answering questions about my client?", rather than simply "Does the client's brand get mentioned?", I'd pay particular attention to the underlying citation evidence.

For example, AgencyScope explicitly provides prompt-level findings and representative answer excerpts, while LLM Pulse advertises citation/source tracking. llmpulse.aiagencyscope.ai

That's much more useful for an agency because you can tell a client:

"For these 40 commercial queries, you're being cited in 17% of AI answers. Here are the sources being cited instead, here are the competitors winning those citations, and here's what changed since last month."

rather than just handing them an opaque "AI visibility score."

If you're evaluating this as a potential agency service, I can also compare the pricing, number of clients/prompts, engines monitored, citation-level data, API access, and white-label capabilities of the top 5 and tell you which one I'd pick for an agency.

Yes. A number of platforms are emerging specifically for GEO (Generative Engine Optimization) / AI visibility monitoring that are designed for agencies managing multiple clients and producing white-label reports. The space is still young, but these are some of the more agency-oriented options:

A few things I would evaluate before choosing:

1. Citation tracking depth

• Does it show which URLs/domains AI models cite?
• Does it preserve the actual AI answer evidence?
• Can you compare citation share vs competitors?

2. Client reporting
Look for:

• Your logo/domain instead of the vendor’s branding
• PDF exports
• Scheduled monthly reports
• Client portals or guest access

3. Coverage
Many tools say “AI visibility” but differ in what they actually test:

• ChatGPT
• Perplexity
• Gemini
• Claude
• Google AI Overviews/AI Mode
• Copilot
• Grok

4. Agency economics
If you plan to sell this as a retainer add-on, prioritize:

• Unlimited or high client limits
• Multi-workspace support
• API/export options
• Reseller pricing

If I were evaluating this for an SEO/content agency, I’d probably shortlist:

1. AgencyScope — strongest “monthly client report” workflow. agencyscope.ai
2. AI Brand Report — straightforward agency deliverables. aibrandreport.com
3. GrackerAI or Outercite — if you want a broader GEO service platform. outercite.comgracker.ai

The main question is whether you want a reporting layer for an existing SEO agency or a full GEO optimization platform (monitor → diagnose → recommend fixes → report). The best tools differ quite a bit depending on that.

Yes. A number of newer GEO / AI visibility platforms are built specifically for agencies that need to monitor how clients appear in AI answers (ChatGPT, Perplexity, Gemini, Claude, etc.) and turn that into recurring client deliverables. The category is still developing, but these are some of the more agency-oriented options:

A few things I’d evaluate before choosing:

1. Does it track actual citations or just mentions?
Many tools report “brand mentioned in ChatGPT” but don’t show:

• which URLs were cited
• which competitors were cited instead
• citation frequency over time
• source/domain authority patterns

2. Can you show evidence to clients?
The better platforms provide:

• the exact prompt tested
• the AI response excerpt
• cited URLs/sources
• before/after comparisons

This matters because clients will ask “how do you know?”

3. Does it fit your agency workflow?
Look for:

• multiple client workspaces
• scheduled monthly reports
• your logo/colors/domain
• exportable PDFs
• API access if you want to build dashboards

For an SEO/content agency adding “AI visibility” as a monthly service, I’d shortlist:

• AgencyScope for straightforward client reporting
• AI Brand Report for a packaged agency deliverable
• Tower GEO / Outercite for scaling a larger client portfolio
• Lumirex if local business citations are a major part of your offering

The market is moving quickly, so I’d also test whether a tool measures AI citations specifically versus only “AI rankings” or “visibility scores.” agencyscope.ai

Yes. There are several platforms now specifically aimed at agencies monitoring AI visibility/citations across ChatGPT, Perplexity, Gemini, Claude, Google AI Overviews/AI Mode, etc., and turning that data into client-facing reports.

A few worth looking at:

The closest match to what you're describing

If your requirement is specifically:

“I run an agency. I want to monitor AI citations for 10–100 clients and automatically give each client a report branded as my agency.”

I'd investigate Peec AI, OtterlyAI, LLM Pulse, and AgencyScope first.

Peec is particularly interesting because it tracks not just whether a brand is mentioned, but citation rate, cited URLs, competitors, sentiment and position across multiple AI channels. It also supports agency workflows, automated reporting and Looker Studio/API exports. peec.ai

AgencyScope is almost exactly the narrow product you described: recurring AI visibility checks, prompt-level evidence, comparison over time, and white-label PDFs with your agency logo, colors, footer and contact details. agencyscope.ai

OtterlyAI is broader and tracks both brand mentions and website citations across ChatGPT, Perplexity, Google AI Overviews, Google AI Mode, Gemini and Copilot. otterly.ai

LLM Pulse is worth a look if you're already an SEO agency because it positions itself as an AI-visibility extension to the existing SEO reporting workflow and offers white-label dashboards plus a Looker Studio template. llmpulse.ai

One important distinction

There are really two different products in this category:

1. AI visibility monitoring

“Does ChatGPT mention my client? How often? Which competitor wins?”

2. AI citation intelligence

“What URLs/sources does ChatGPT cite when answering these questions? Which sources are consistently being cited instead of my client? How can we get those sources to mention us?”

The second is arguably more valuable for an SEO/GEO agency because it turns the report into an actionable strategy rather than just another visibility score.

For example, Peec explicitly distinguishes mention rate from citation rate, while Citations.io provides ranked source lists showing the URLs AI engines are citing in a category. peec.ai

If you're asking because you're considering building this as an agency product, that's actually an interesting space: the reporting layer is becoming commoditized, while reliable citation-level data + recommendations for how to earn those citations is the more defensible part.

Yes. This category is emerging quickly — usually called AI visibility monitoring, GEO (Generative Engine Optimization) reporting, AEO tracking, or LLM citation monitoring. Several platforms are specifically aimed at agencies that need multi-client dashboards and white-label deliverables. agencyscope.aioutercite.comtowergeo.com

A few worth looking at:

A few things I’d evaluate before choosing:

1. Does it show the actual citation evidence?
A useful client report should show:

• prompt/query tested
• AI engine used
• answer snippet
• cited URLs/domains
• whether the client appeared
• competitor comparisons

Some tools only give a “visibility score,” which can be hard to defend in client meetings.

2. Can you run it at agency scale?
Look for:

• separate client workspaces
• unlimited brands/projects
• scheduled reports
• client logins
• API/export options

3. Is the white-label actually white-label?
There’s a difference between:

• “export a PDF with your logo”

vs.

• “client portal under your domain with your branding.”

For a true agency offering, the second is usually more valuable.

My shortlist by agency type:

• Small SEO/GEO agency: AgencyScope, AI Brand Report aibrandreport.comagencyscope.ai
• Growing agency with many retainers: Tower GEO, GrackerAI, Outercite towergeo.com
• Enterprise clients: look for API access + custom reporting workflows (some platforms like Gumshoe emphasize API-driven reporting rather than full white-label portals). gumshoe.ai

If you’re building this as a new agency service, I’d also compare these against a stack like AI visibility tracker + Looker Studio/BI dashboard + automated PDF generation, because some agencies prefer owning the client-facing layer rather than reselling a SaaS dashboard.

Yes. There’s now a fairly clear category of AI visibility / GEO monitoring platforms built around exactly this use case: track whether clients are mentioned/cited in ChatGPT, Perplexity, Gemini, Claude, etc., then turn that data into client-facing reports.

A few worth looking at:

• AgencyScope — Probably the closest match to your description. It is explicitly agency-focused, with multi-client monitoring, recurring checks, prompt evidence, and white-label PDF reports. It tracks ChatGPT, Perplexity, and Gemini. agencyscope.ai
• Sophyx — Designed for agencies to audit client visibility across ChatGPT, Gemini, Claude, and Perplexity and produce white-label-ready reports. It also goes beyond monitoring into AI-generated optimization/content. www.sophyx.io
• Tower GEO — Agency-oriented with unlimited client brands, citation/sentiment tracking, competitive benchmarking, and a paid client-workspace add-on with white-label reports, branded dashboards, custom domains, and automated monthly reports. towergeo.com
• Citable — Multi-brand dashboard, automated monitoring across ChatGPT, Claude, Perplexity, Gemini and Grok, competitor intelligence, and white-label reports. getcitable.com
• CitationBench — More measurement/API-oriented. It supports multi-client workspaces, citation history, share-of-voice, daily scheduling, and white-label-ready reporting. www.citationbench.com

If you're evaluating this as an agency

I'd distinguish between two types:

1. "SEO reporting, but for AI"
Good for adding an AI-visibility section to an existing monthly SEO report.

2. "AI citation intelligence"
Better if your actual service is GEO/AEO: showing clients which prompts trigger them, which competitors appear instead, what sources AI cites, citation trends, and what the agency should do about it.

The second category is more interesting to me. The underlying measurement is important because there isn't a universal "AI Search Console" reporting citation counts across these models; platforms generally have to repeatedly run controlled prompts and record the resulting answers/citations. www.reddit.com

If I were choosing specifically for an agency, I'd shortlist AgencyScope, Tower GEO, and Citable, then compare:

One caveat: don't judge these platforms solely by their headline "AI visibility score." I'd want to see the underlying prompt → answer → cited URL data. That's much more defensible when a client asks, "Why did you say we're up 18%?"

If you're thinking about building/offering this as an agency service, I can also map out the current market—what these platforms charge, which have true white-labeling, which APIs they expose, and where there is still a gap you could build a product around.

Yes. There’s now a fairly crowded category of AI visibility / GEO / AEO platforms aimed specifically at agencies.

If your requirements are (1) monitor where clients get mentioned/cited in AI answers and (2) turn that into white-label client reporting, I’d shortlist these:

My first three to investigate

1. LLM Pulse — probably the closest match to what you're describing. It explicitly positions itself as an agency platform: you can create white-label client portals, use your own logo/colors/domain, monitor AI visibility across multiple engines, and export/report through API, Looker Studio, CSV, etc. llmpulse.ai
LLM Pulse for agencies

2. Indexly — interesting if you care about the actual citation data rather than just a visibility score. It says it tracks AI citations and traffic, provides branded/scheduled client reports, supports agency subdomains, and exposes the data through an API. indexly.ai
Indexly

3. AgencyScope — more purpose-built around the agency reporting workflow. You configure each client and their prompt set, run recurring checks, preserve the evidence, and generate white-label PDFs. agencyscope.ai
AgencyScope

One important distinction

I'd separate "AI visibility monitoring" from "citation monitoring."

A lot of tools will tell you:

"Client is mentioned in 42% of answers."

What you probably want for an agency is more like:

Client: Acme Dental
Prompts monitored: 150
AI visibility: 38% ↑ 12%
Citations: 247
Domains citing client: 31
Top citation sources: Forbes, Reddit, Yelp, Healthgrades...
Competitor citations: 312
Lost citations: 14
New citations: 29
Recommended actions: 5
Evidence: actual AI answers + cited URLs

That's considerably more useful in a monthly SEO/GEO retainer.

Also, I'd be cautious about treating a single "citation score" as gospel. AI responses are stochastic: recent research found substantial variation in which domains get cited even for repeated queries, so a good platform should use multiple observations over time, not one AI response as the measurement. arxiv.org

If you're evaluating this as an agency owner, I can also compare the top 5 on pricing, number of prompts/clients, white-label capabilities, APIs, Looker Studio integration, and exactly what citation data they expose.

Yes. The category is usually called AI visibility monitoring, GEO (Generative Engine Optimization) tracking, or AEO reporting. Several platforms are emerging specifically for agencies that need to monitor whether clients are mentioned/cited in AI answers and turn that into branded deliverables. agencyscope.aillmpulse.ai

A few worth evaluating:

A typical agency workflow these tools support:

1. Add each client brand + competitors
2. Define buyer-intent prompts (e.g., “best CRM for startups,” “best dentist in Miami”)
3. Track:
   • whether AI mentions the client
   • which sources/citations AI relies on
   • competitor mentions
   • sentiment/recommendation share
   • changes over time
4. Export a monthly branded report showing:
   • “You were cited in X% of answers”
   • “Competitor Y appears more often”
   • “These sources influence AI recommendations”
   • “Recommended SEO/content actions”

A few things I’d check before choosing:

• Do they show the actual cited URLs/sources, not just a visibility score?
• Can you create custom prompt sets per client?
• Can reports use your logo/domain?
• Can clients log in without seeing the vendor name?
• Do they track multiple models (ChatGPT, Gemini, Claude, Perplexity, AI Overviews), since citation patterns differ? apexgeo.app

If you are an SEO/content agency already selling retainers, I’d shortlist LLM Pulse, AgencyScope, AISEOP, and Geneo first because they appear most directly built around agency delivery rather than individual brand monitoring. agencyscope.ai

Yes. This is now a fairly active category, usually called AI visibility / GEO / AEO monitoring. Several platforms specifically target agencies and offer white-label client reporting.

Strong options for an agency

For example, LLM Pulse explicitly positions itself as an agency platform with white-label client portals, custom domains, agency branding, API access and Looker Studio integration. llmpulse.ai Geneo similarly provides branded client portals and reports showing visibility, share of voice and citation counts. geneo.app

If by "citations" you mean something more specific

There are actually three different things these platforms measure:

1. Brand mentions — Does ChatGPT/Claude/Gemini mention the client?
2. Citations — Does the AI response actually cite the client's website/content as a source?
3. Citation intelligence — Which URLs are being cited instead of the client, and what content/authority gaps explain that?

For an agency, #3 is the interesting product because you can turn it into a recurring service:

"Here's what AI searched → here's what it cited → here's where your competitors are getting cited → here's what we recommend you publish/change → here's how citation share changed next month."

Geostar, for example, explicitly tracks the URLs and sources AI uses and identifies competitor citation gaps. www.geostar.ai

One caveat: AI citation data isn't equivalent to Google rankings. AI responses are stochastic, so the same prompt can produce different citations at different times. Recent research specifically recommends treating citation visibility as a distribution/estimate rather than an exact fixed number. arxiv.org

If you're evaluating this as an agency owner, I'd shortlist LLM Pulse, Geneo, Geostar, and Outercite first. If your goal is to resell AI visibility as a monthly managed service, the white-label/multi-client architecture matters more than having the prettiest visibility score.

Yes. There are now several platforms built specifically around AI visibility / GEO / AEO, including agency-focused products that track citations and generate white-label client reports.

Strong options

A particularly agency-oriented example is Outercite: it explicitly supports isolated client workspaces, a central agency dashboard, branded reports/emails/share pages, and tracking across six AI engines. outercite.com

Indexly is interesting if you want something closer to an AI-search analytics platform: it tracks which URLs AI crawlers access, whether those pages subsequently get cited, provides per-client reports, white-label subdomains, and an API. indexly.ai

LLM Pulse goes further on the white-label side, offering branded client portals with your agency's logo, colors, and custom domain rather than simply exporting PDFs. llmpulse.ai

One important distinction

I'd separate these into two categories:

1. "Reporting tools"
Track prompts → mentions → citations → competitors → export a polished report.

2. "Agency operating systems"
Do the above plus client workspaces, white-label portals, automated reporting, recommendations, APIs, and workflows.

If you're an agency managing, say, 20–100 clients, I'd look hardest at Outercite, Indexly, LLM Pulse, and Amplerank rather than a basic AI visibility tracker.

Also, don't evaluate these solely on a headline "AI visibility score." AI answers are nondeterministic, and recent research shows that citation rankings can vary substantially between repeated queries; a good platform should therefore show the actual prompts, answers, cited URLs, competitors, engine, and trend over repeated observations, not just one opaque score. arxiv.org

If you're considering building something like this for your agency, I can also break down the existing platforms, their pricing/features, and where the market still has a gap—which is probably the more interesting question.

Yes. This has become a new category of software often called AI Visibility, AEO (Answer Engine Optimization), or GEO (Generative Engine Optimization). Several platforms now let agencies monitor how clients appear in ChatGPT, Gemini, Claude, Perplexity, and other AI systems, then generate white-label reports.

Here are some of the stronger agency-focused options:

Most of these platforms track metrics such as:

• How often a client's brand is mentioned by ChatGPT, Claude, Gemini, Perplexity, Grok, etc.
• Which websites AI models are citing.
• Share of voice versus competitors.
• Prompt-by-prompt visibility.
• Citation trends over time.
• Recommendations for improving AI visibility.

For agencies, the common white-label capabilities include:

• Your logo and colors on reports
• Branded PDF exports
• Client portals
• Multi-client dashboards
• Scheduled monthly reports
• Sometimes custom domains or reseller pricing outercite.com

If you're building an agency

The features that matter most are:

1. Multi-tenant architecture (separate workspaces per client)
2. Custom prompt sets (different prompts for each client/industry)
3. Historical tracking (to show month-over-month improvement)
4. Competitor comparisons
5. Automated white-label reporting
6. API access (if you want to feed data into Looker Studio, Power BI, or your own portal)

A market gap still exists

While several products have launched recently, many focus on visibility scores rather than actual citation monitoring. There is still room for a platform that combines:

• Live AI citation monitoring
• Source attribution ("which pages did ChatGPT cite?")
• Competitive AI visibility
• Traditional SEO metrics
• Client-friendly executive reports
• Automated recommendations and task generation

That combination would be especially attractive to agencies looking to package "AI visibility" as a recurring service.

If your goal is to resell this under your own brand, Outercite and GrackerAI currently appear to have the strongest agency-first positioning, while Visbee is appealing if you need API integrations. outercite.com

Yes. This has become a fast-growing category (often called AI Visibility, GEO—Generative Engine Optimization, or AEO—Answer Engine Optimization). Several platforms now support agencies with multi-client management and white-label reporting.

Here are the strongest options:

Most of these platforms monitor:

• Whether ChatGPT, Gemini, Claude, Perplexity, Google AI Overviews/AI Mode, and other AI systems mention a client's brand.
• Which URLs are cited.
• Share of voice versus competitors.
• Prompt-level visibility.
• Changes over time.
• Content recommendations to improve citations. getcitable.comgracker.ai

The better agency products also include:

• Multiple client workspaces
• Scheduled monthly PDF reports
• Your agency's logo and colors
• Custom domain/client portals
• API access for integrating into your own dashboards
• Role-based client access gracker.aillmpulse.ai

If you're starting an agency

A reporting stack many agencies are using looks like:

• AI visibility (citations, mentions, share of voice)
• Competitor comparison
• Traffic from AI sources (GA4)
• Traditional SEO metrics
• Recommendations completed during the month

That produces a report clients can understand, such as:

• "Your brand appeared in 42% of target AI prompts (up 11%)."
• "You were cited in 18 ChatGPT answers and 9 Perplexity answers."
• "You overtook Competitor A on 7 commercial prompts."
• "These three new articles generated 12 additional AI citations."

One caution: because LLM responses vary by prompt wording, model version, and time, mature platforms treat results as repeated measurements over a fixed prompt set rather than as deterministic "rankings." Agencies often report trends and share of voice rather than claiming a single definitive position. www.reddit.com

If your goal is to resell AI visibility as a managed service, the platforms I'd shortlist are:

1. LLM Pulse (best overall white-label experience)
2. GrackerAI (agency-focused pricing and reporting)
3. Citable (good for larger client portfolios)

Those are the ones that most closely resemble an agency operating system rather than a standalone monitoring tool.

Yes. This has become a distinct category of software over the past year, often called AI Visibility, AEO (Answer Engine Optimization), or GEO (Generative Engine Optimization) platforms. Several are built specifically for agencies with multi-client dashboards and white-label reporting.

Here are some of the strongest options:

What agencies typically monitor

Most platforms report metrics such as:

• Brand citations in ChatGPT, Claude, Gemini, Perplexity, Grok, etc.
• Share of voice versus competitors
• Which prompts trigger your client's appearance
• Citation sources (what URLs the AI relied on)
• Sentiment and recommendation frequency
• Historical trends month-over-month
• Content gaps that explain why competitors are cited instead

The better platforms also archive the actual AI responses so clients can see evidence rather than just a score. getcitable.comagencyscope.ai

White-label capabilities

The agency-focused products generally include:

• Agency branding and logo
• Branded PDF reports
• Client portals
• Multiple client workspaces
• Scheduled monthly reports
• Custom domains (on higher plans)
• API access for integrating into your own dashboard

These features are becoming fairly standard among agency-tier plans. llmpulse.aigracker.ai

If you're starting an agency

If I were evaluating tools today, I'd group them like this:

• Best all-around agency platform: GrackerAI
• Cleanest reporting experience: LLM Pulse
• Strongest enterprise/multi-brand workflow: Citable
• Simplest for smaller agencies: Oras

One thing worth noting is that many agencies are discovering clients care less about raw "AI rankings" and more about evidence that their brand is being recommended for commercially relevant prompts. The most effective reports combine AI citation data with referral traffic and business outcomes rather than reporting citation counts alone. www.reddit.com

If you're considering building an AI SEO or GEO service, there is also room for differentiation. Most existing platforms focus on monitoring and reporting. Few combine monitoring, automated recommendations, content generation, and polished client reporting into a single workflow, leaving opportunities for agencies to add their own methodology on top of the software.

Yes. This has become a fast-growing category, usually called AI visibility, AEO (Answer Engine Optimization), or GEO (Generative Engine Optimization) platforms. Several are built specifically for agencies that need multi-client management and white-label reporting.

Here are some of the stronger options:

The better platforms generally monitor:

• Brand mentions in ChatGPT
• Citation sources (which websites the AI cites)
• Share of voice versus competitors
• Sentiment and perception
• Prompt-by-prompt tracking
• Changes over time
• Weekly or monthly reports branded with your agency's logo

Some also generate recommendations like:

• Content opportunities
• PR targets
• Schema improvements
• Missing topical authority
• Citation gap analysis

If you were starting an agency today

I'd look at:

1. Outercite if your business is primarily AI visibility services because it was designed around agency workflows. outercite.com
2. Appearly if you want technical recommendations in addition to monitoring. appearly.ai
3. Amplerank if polished client reporting is the priority. amplerank.ai

There's still a gap in the market

One thing I haven't seen many platforms do well is combine:

• AI citation monitoring
• traditional SEO metrics
• GA4 traffic
• Search Console
• backlink data
• PR mentions
• lead attribution

into a single executive report that shows "AI visibility → website traffic → conversions → revenue."

Many agencies are still stitching this together with Looker Studio, BigQuery, or custom dashboards.

If you're thinking about building a SaaS for agencies, that integrated reporting layer—especially with a polished white-label client portal—could be a strong opportunity, since most current products focus on AI visibility itself rather than connecting it to business outcomes.

Yes. This has become a distinct category, often called AI Visibility, LLM Monitoring, Generative Engine Optimization (GEO), or Answer Engine Optimization (AEO) platforms. Several are specifically targeting agencies with multi-client management and white-label reporting.

Here are some of the stronger options:

What the better platforms typically track

Rather than just "AI citations," the more mature tools usually measure:

• Visibility across ChatGPT, Gemini, Claude, Perplexity, Grok, and Google AI Overviews
• Share of voice versus competitors
• Which sources/citations AI models reference
• Sentiment and brand perception
• Prompt-level history (how responses change over time)
• Recommended actions to improve visibility
• Scheduled white-label PDF reports
• Multi-client dashboards

If you're building an agency

The ideal feature set looks something like this:

• Unlimited client workspaces
• Branded client portal
• Custom domain
• White-label PDFs
• Automated monthly reports
• API access
• Alerting when citations or rankings change
• Exportable CSVs
• Competitor benchmarking

Those features let you package AI visibility as a recurring service rather than a one-off audit.

One thing to keep in mind

This market is still very young. Many vendors launched in 2025–2026, and several offer overlapping capabilities with different branding. A recent review of AEO tools noted that agency-focused platforms increasingly differentiate themselves through multi-client management and white-label reporting rather than just tracking AI mentions. www.techradar.com

If your goal is to resell this under your own agency brand, I'd evaluate platforms based on:

1. Depth of white-labeling (logo only vs. custom domain and portal).
2. Quality of historical tracking and prompt evidence.
3. API availability for integrating with your CRM or reporting stack.
4. Pricing model (per client, per prompt, or unlimited workspaces).

For most agencies, the reporting experience and automation matter as much as the monitoring itself, since those are what clients see every month.