ChatGPT answers, unedited

Yes. Several platforms now target agencies that need AI citation/visibility monitoring + white-label client reporting. Options include:

• citations.io — Built specifically for agencies: multi-client workspaces, AI citation tracking across ChatGPT/Perplexity/Gemini/Claude, competitor tracking, and branded reports. Citations
• agencyscope.ai — Focused on recurring agency reporting: prompt monitoring, evidence capture, and white-label PDF reports. AgencyScope
• outercite.com — Agency/reseller workflow with client workspaces, branded reports, citation tracking, and AI visibility analysis. Outercite
• jujugeo.com — Tracks where competitors are cited instead of clients and provides agency-branded reporting workflows. jujuGEO
• aeovisor.com — Agency plan with multi-brand tracking and white-label PDF reports. AEOVisor
• citetrackai.com — Offers agency reporting, white-label branding, and client-level AI visibility tracking. CiteTrack AI

For an SEO/GEO agency, I’d shortlist based on workflow:

• Need polished recurring client reports: AgencyScope, Citations.io
• Need many clients/workspaces: Outercite, CiteTrack AI
• Need citation-gap analysis (who AI cites instead): jujuGEO, Citations.io

The category is still new, so I’d test report quality and citation accuracy with a few of your actual client brands before committing.

Yes. This category is emerging under names like AI visibility monitoring, GEO (Generative Engine Optimization) tracking, AEO (Answer Engine Optimization), and AI citation intelligence. Several platforms are specifically aimed at agencies that need multi-client monitoring and white-label reporting. Citations AgencyScope

Some options to evaluate:

When comparing them, I’d look for these capabilities:

• Citation-level evidence: not just “visibility score,” but which AI answer cited which URL/source.
• Prompt tracking: saved client questions (e.g., “best CRM for startups”) and repeat monitoring.
• Engine coverage: ChatGPT, Perplexity, Gemini, Claude, Google AI Overviews/AI Mode where applicable.
• Competitor comparisons: who gets cited when your client does not.
• White-label exports: PDF/report portal with your logo, colors, domain.
• Client separation: isolated workspaces so account managers can safely manage multiple brands.
• Action layer: recommendations for content, PR, digital PR, schema, or authority improvements.

A practical agency stack often looks like:

1. Use a tracker for recurring citation monitoring.
2. Export a branded monthly report.
3. Sell GEO/AI visibility as an add-on to existing SEO retainers.
4. Tie recommendations back to content, PR, and technical SEO work.

If you’re building this as an agency service (e.g., adding a monthly GEO retainer), the shortlist I’d investigate first would be Citations.io, AgencyScope, AISEOP, and LLM Pulse because they appear designed around recurring client delivery rather than only one-off audits. Citations AgencyScope aiseop.ai LLM Pulse

Yes. This is now a fairly well-defined AI visibility / GEO (Generative Engine Optimization) reporting category, and several platforms are explicitly built for agencies.

Strong options

• llmpulse.ai — probably one of the closest matches. It tracks AI visibility, citations, competitors and prompts across multiple engines, with multi-client dashboards, white-label branding, custom domains, and Looker Studio reporting. LLM Pulse
• geneo.app — particularly interesting if you want the client portal to look like your agency's own software. It offers custom domains, agency branding, client portals, citation tracking and white-label reports. Geneo
• peec.ai — strong on measurement and integrations. It tracks citation count, mentions, position and sentiment across ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini and Copilot, and can feed data into branded Looker dashboards, CSV, APIs, etc. Peec AI
• citations.io — very focused on citation evidence rather than just a generic "AI visibility score." It offers per-client workspaces, competitor tracking, citation influence, implementation recommendations and white-label reports. Citations
• prominara.com — another agency-oriented option with white-label PDFs, a branded client portal, scheduled reports and multi-brand management. Prominara
• ayzeo.com — worth looking at if price matters. It advertises multi-client GEO tracking and white-label PDFs, with tracking across ChatGPT, AI Overviews, Gemini, Claude, Perplexity, DeepSeek and Grok. Ayzeo

If I were evaluating them for an agency

I'd narrow the shortlist to LLM Pulse, Peec, Geneo, and Citations.io.

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

"Client's AI visibility = 63"

You want something that can show the client:

Question: "Best CRM for SaaS startups?"
ChatGPT: Client mentioned, position 2
Perplexity: Client not mentioned
Citation winner: competitor.com
Source cited instead: competitor's comparison article
Change since last month: +18% citation share
Recommended action: create/update X
Evidence: actual AI answer + cited URL

That citation-level evidence + historical tracking + white-label client delivery is where these platforms start becoming useful as an agency product rather than just another SEO dashboard.

One other interesting entrant is kazevo.com, which emphasizes the "who got cited instead, why, fix it, then measure whether the citation moved" workflow. kazevo.com

If you're asking because you're considering building this yourself, that's a particularly interesting angle: the market has plenty of AI visibility trackers, but there is still room to differentiate around citation evidence, client reporting, attribution/ROI, and agency workflow rather than another generic GEO score.

Yes. A number of platforms are emerging specifically for GEO/AEO (Generative Engine Optimization / Answer Engine Optimization) agencies that need to:

• monitor whether clients are mentioned or cited by AI engines
• track which sources competitors are getting cited from
• compare client vs. competitor visibility
• produce white-label PDFs/dashboards for retainers

Some options worth evaluating:

A few things I would check before choosing:

1. Do they track true citations, or only mentions?

A mention like “Brand X is known for…” is different from “AI cited example.com as a source.”

2. Which AI surfaces are covered?
   • ChatGPT
   • Perplexity
   • Gemini
   • Claude
   • Google AI Overviews
   • Grok / DeepSeek (if relevant)

3. Can you export client-ready evidence?

The strongest reports usually include:

• prompt tested
• AI answer excerpt
• cited URLs/domains
• competitor cited instead
• recommended fixes

4. Can you resell it without the vendor showing?

Look for:

• custom logo/colors
• custom domain or portal
• scheduled emails
• client workspaces
• API access

If I were evaluating this for an SEO agency building a monthly GEO retainer, I’d shortlist:

• Citations.io for citation intelligence and agency workflows
• Outercite for larger client portfolios
• AgencyScope for straightforward recurring client reporting
• Citenzo if you mainly want to bolt AI visibility onto existing SEO reports

The market is still young, so I’d also test whether each platform’s “citation” metric is based on reproducible evidence rather than just an AI-generated score. agencyscope.aicitations.io

Yes. There are several platforms now built specifically around AI/LLM visibility, citation tracking, and agency reporting.

Best fits for an agency

• llmpulse.ai — Probably one of the strongest all-around agency options. It tracks ChatGPT, Perplexity, Gemini, Google AI answers, citations, mentions, share of voice, and competitors. It also offers white-label dashboards, unlimited seats, and a Looker Studio template. LLM Pulse
• rankprompt.com — Very agency-oriented: multi-client management, white-label reports, scheduled reporting, citations/sources, and tracking across ChatGPT, Gemini, Perplexity, Claude, Grok, and Google AI surfaces. Rank Prompt
• geneo.app — More of a full white-label client portal approach. Clients can log into your domain with your logo/branding, while you track AI visibility, citations, share of voice and sentiment. Geneo
• scoutllm.ai — Has agency white-labeling, branded PDF/CSV exports, and tracks multiple AI engines. It also goes beyond monitoring into identifying/generating content intended to recover citations. Scout LLM
• getbrandcite.com — Particularly interesting if your main goal is turning AI visibility research into a polished client deliverable. It offers white-label PDFs, competitor comparisons, source-domain/citation insight, intent breakdowns, and recommendations. BrandCite
• agencyscope.ai — A simpler option focused specifically on recurring agency reporting. It checks ChatGPT, Perplexity and Gemini, preserves prompt-level evidence, and generates white-label PDFs. AgencyScope AgencyScope

If by "AI citations" you specifically mean which websites AI engines cite

I'd shortlist LLM Pulse, Rank Prompt, BrandCite, and Scout LLM. They're closer to an agency's traditional SEO workflow because you're getting things like:

Client → target prompts → AI answers → brand mentions → competitor mentions → cited domains → visibility/share-of-voice → historical change → report.

That's more useful than simply measuring whether a brand was mentioned.

One important distinction: AI visibility ≠ traditional search rankings. AI answers can vary between runs and interfaces, so a good platform should preserve the underlying prompt/answer evidence rather than just giving you a proprietary "AI score." AgencyScope, for example, explicitly emphasizes prompt-level evidence and representative answer excerpts. AgencyScope

My picks

If you're considering building a platform like this yourself, there's also an interesting gap here: most of these products emphasize visibility scores, while agencies increasingly need "here are the exact citations, why your competitor got cited, and what content should we create/change to win that citation." That could be a substantially more differentiated product.

Yes. There’s now a fairly mature category around AI visibility / GEO tracking, and several platforms are explicitly built for agencies.

The strongest fits I found:

My shortlist

1. Citations.io — probably the closest match to what you're describing.
It explicitly tracks AI citations, competitors, source influence, and prompt-level evidence across four major engines, then turns that into agency reports. Its agency offering includes multi-client workspaces and white-labeled reporting. Citations.io Citations.io

citations.io

2. Geneo — best if the white-label experience is the priority.
It supports a client portal on your own domain, with your logo/colors, plus branded dashboards and reports. Geneo

geneo.app

3. AgencyScope — interesting if you mainly want to automate the monthly reporting piece rather than buy a giant GEO platform. It checks ChatGPT, Perplexity and Gemini, retains prompt-level evidence, and produces client-facing white-label PDFs. AgencyScope AgencyScope

agencyscope.ai

4. Tower GEO — more of an agency operating system: multi-client management, competitive benchmarking, citation/sentiment tracking, branded client dashboards and scheduled reports. Tower GEO

towergeo.com

One important distinction

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

A lot of tools will tell you:

"Your brand was mentioned in 62% of ChatGPT answers."

That's useful, but it's not necessarily telling you why you appeared.

The more interesting agency product is:

Client → target prompts → AI answers → whether client was mentioned/recommended → which URLs/sources were cited → which competitors were cited instead → change over time → recommended actions → branded client report.

Citations.io in particular appears to be leaning into that evidence layer, while GEO Catalyst is another interesting example of connecting the citation/source gaps directly to an agency action queue. GEO Catalyst Citations.io

If you're considering building or launching this as an agency service, I can also map out the 5–10 platforms in this space, their pricing, APIs/white-label capabilities, and where the market still has gaps.

Yes. A few platforms are emerging specifically for agencies that need to track AI citations/mentions (ChatGPT, Gemini, Claude, Perplexity, etc.) and turn the data into client-facing white-label reports. The category is often called AI visibility monitoring, AEO (Answer Engine Optimization), or GEO (Generative Engine Optimization).

Here are some worth evaluating:

What I’d look for before choosing one

For an agency use case, the important features are usually:

• Multi-client workspace management

You don’t want one login per brand.

• Citation-level reporting

Not just “AI visibility score,” but:

• Which prompts were tested
• Which AI engines were queried
• Whether the client appeared
• Which sources were cited
• Which competitors were cited instead
• White-label delivery

• Your logo
• Your colors
• Client portal or PDF exports
• Scheduled monthly reports
• Historical tracking

AI answers change frequently, so a monthly snapshot is less useful than trend data.

• Action recommendations

The strongest agency products connect “you lost this citation” → “here is the content/entity/authority change to pursue.”

My shortlist by agency type

• SEO agency adding AI visibility as a new service: AEOVisor, Indaeo, AI Rank Lab. AEOVisor AI Rank Lab Indaeo
• GEO/AEO specialist agency building retainers: jujuGEO, AEO Platform, Outercite. AEO Platform jujuGEO Outercite
• Enterprise agency managing dozens of brands: Outercite or AISEOP. Aiseop Outercite

A useful positioning angle for agencies is that these tools let you sell an “AI search visibility report” alongside SEO reports — similar to how agencies historically sold ranking reports, but focused on whether AI assistants recommend and cite the client. Outercite Indaeo

Yes. There’s a growing category of AI visibility / GEO platforms specifically aimed at agencies. They track whether clients are mentioned and/or cited in AI answers, identify competitors and cited sources, and turn the data into branded client reports.

A few worth looking at:

• citations.io — Probably the closest match to what you described. Multi-client workspaces, citation evidence, competitor tracking, and white-label/board-ready reports. It currently tracks ChatGPT, Perplexity, Gemini, and Claude. Citations.io
• scoutllm.ai — Strong agency orientation: multi-client workspaces, citation/source-gap analysis, alerts, and white-label reports with your logo/colors and no Scout branding. Scout LLM Scout LLM
• geneo.app — Goes beyond PDFs: custom domain, branded client portal, logo/colors, live dashboards, and tracking across ChatGPT, Gemini, Google AI Overviews and Perplexity. Geneo
• citetrackai.com — Interesting if you want the reporting infrastructure to disappear completely behind the agency brand. It offers unlimited client sites on its agency plan, white-label reports, API/WP-CLI automation, and scheduled reporting. CiteTrack AI
• prominara.com — More of an end-to-end GEO platform, with multi-site workspaces, branded client portals, white-label PDFs, and scheduled client reports. Prominara
• llmpulse.ai — Particularly interesting for SEO/PR agencies because it combines AI visibility, citation tracking, competitive benchmarking and white-label reporting. LLM Pulse

If you're evaluating this as an agency

I'd separate the products into three buckets:

One important distinction: "AI visibility" isn't necessarily the same thing as "AI citations." Some platforms primarily measure whether a brand is mentioned/recommended, while others actually preserve the source URLs/domains cited in the answer and let you see who is getting cited instead. If citation intelligence is the core service you're selling, I'd prioritize the latter.

If you're asking because you're considering building something like this for your agency, there's also a potentially interesting gap here: the existing tools tend to focus on dashboards, while an agency could productize “AI citation monitoring → diagnosis → action plan → automated white-label monthly report” as a much simpler client-facing service.

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 AI-generated answers, competitors’ visibility, and the sources being cited—and several support white-label reporting.

The ones I'd shortlist

Citations.io is particularly close to your description. It has multi-client workspaces, citation tracking, competitor monitoring, implementation recommendations, and branded/white-label reports. It explicitly positions itself around agencies and currently tracks ChatGPT, Perplexity, Gemini, and Claude. Citations Citations

citations.io

Peec AI is interesting if you're building a more sophisticated agency reporting operation. It tracks mention rate, position, citations and sentiment across several AI surfaces, and provides API/CSV/Looker connectivity so an agency can construct its own branded reporting layer. Peec AI

peec.ai

Rank Prompt is another strong agency-oriented option: multi-client management, share-of-answer/citation tracking, competitor comparison and white-label reports are all explicitly built into the agency offering. Rank Prompt

rankprompt.com

If you're evaluating this as an agency product

I'd distinguish between two types:

• "Reporting tool" — monitors prompts and generates a polished monthly PDF. AgencyScope and CiteRadar are examples.
• "GEO intelligence platform" — gives you citation/source analysis, competitors, trends, recommendations, APIs, etc. Citations.io and Peec are closer to this.
• "GEO platform + execution" — goes beyond monitoring into recommendations/content/schema/PR workflows. Sophyx is an example.

One particularly interesting signal is that white-label AI visibility reporting is becoming a fairly explicit agency product category, rather than agencies having to stitch together an LLM tracker + Looker/Data Studio + PDF generator themselves. agencyscope.ai sophyx.io

If you're asking because you're considering building or selling something like this, I can also map out the current competitors, their pricing, features, and where there appears to be a gap in the market.

Peec AI is interesting if you're building a more sophisticated agency reporting operation. It tracks mention rate, position, citations and sentiment across several AI surfaces, and provides API/CSV/Looker connectivity so an agency can construct its own branded reporting layer. peec.ai

peec.ai

Rank Prompt is another strong agency-oriented option: multi-client management, share-of-answer/citation tracking, competitor comparison and white-label reports are all explicitly built into the agency offering. rankprompt.com

Yes. There’s now a fairly active category of AI visibility / GEO platforms built specifically for agencies that track brand mentions, citations, competitors, and then turn the data into client-facing reports.

A few worth looking at:

• amplerank.ai — Probably closest to your description. It offers multi-client workspaces, AI citation/share-of-voice tracking, white-label PDFs, automated weekly/monthly reporting, and portfolio-level analytics. AmpleRank
• citenzo.com — Strong focus on agency reporting. Tracks AI visibility across ChatGPT, Claude, Perplexity, Gemini, Grok and Google AI, including cited sources, share of voice, and before/after lift. Its agency plan includes white-label reports. Citenzo
• geneo.app — More of a white-label client portal: custom domain, logo/colors, client dashboards and reporting, with tracking across ChatGPT, Gemini, Google AI Overviews and Perplexity. Geneo
• usecliro.com — Particularly interesting if reporting automation is the priority. It can schedule reports and include AI visibility, share of voice, citations by source, AI traffic and site health, with white-label branding on higher plans. Cliro
• agencyscope.ai — More narrowly focused on turning recurring ChatGPT/Perplexity/Gemini checks into white-label PDF reports with prompt-level evidence. AgencyScope
• mentionscope.io — Very agency-oriented and relatively lightweight: recurring buyer-question checks, citations, competitors, branded reports and share links. MentionScope

If you're thinking about this as an agency product

I'd separate the market into three buckets:

The important distinction is "AI visibility" vs. actual citation intelligence. A lot of tools give you a score like "your client appears in 42% of answers." Fewer go deeper and tell you which URLs/domains the model cited, which competitors were cited instead, and how that citation footprint changes over time. Citenzo and Cliro, for example, explicitly expose citation-source reporting. Citenzo Cliro

If you're asking because you're considering building or reselling something like this, there's actually an interesting gap here: the reporting/white-label layer is becoming commoditized, while reliable citation-level evidence + attribution + actionable recommendations still seems less standardized. I can also map out the 10–15 major platforms, their pricing, APIs, engines covered, white-label capabilities, and which one I'd choose for an agency.

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

A few worth looking at:

• citenzo.com — Probably one of the closest fits. It tracks AI visibility, share of voice, competitors, citations and sentiment across ChatGPT, Claude, Perplexity, Gemini, Grok and Google AI. Its agency plan includes white-label reports, agency branding, multiple client projects and historical lift reporting. Citenzo
• peec.ai — More of a full AI-search monitoring platform. It tracks mention rate, position, citation count and sentiment across six AI/search surfaces. For agencies, it supports client dashboards, Looker Studio, CSV/API exports and automated reporting workflows. Peec AI
• agencyscope.ai — Very specifically designed around the agency reporting problem: recurring ChatGPT/Perplexity/Gemini checks → prompt-level evidence → white-label PDF. It looks particularly interesting if you don't want a giant GEO platform and mainly need reporting infrastructure. AgencyScope AgencyScope
• towergeo.com — Agency-oriented monitoring with citation frequency, sentiment, competitive positioning and white-label PDFs/live dashboards. It also offers client workspaces and custom domains. Tower GEO
• geneo.app — More of a white-label client portal: your agency domain/logo, client dashboards, visibility/share-of-voice metrics and citation counts. Geneo
• aicitationmonitor.com — Interesting if you specifically care about citations rather than generic "AI visibility." Its Agency tier includes client workspaces, branded PDF reports, API access and tracking across five engines. AI Citation Monitor
• aeovisor.com — A cheaper agency-focused option: up to 10 brands for $79/month, with white-label PDFs showing ChatGPT visibility, AI share of voice and prioritized fixes. AEOVisor

If you're evaluating this for an agency

I'd divide the market into three categories:

One important distinction: "AI visibility" and "AI citations" aren't exactly the same thing. Some tools count whether a brand is mentioned/recommended, while others actually identify the URLs/domains cited in the answer. If your agency wants to tell a client "ChatGPT cited these 17 domains, your site was cited 4 times, and here's what competitors are getting cited for," I'd prioritize the latter.

If you're considering building or reselling something in this space, I can also break down the current competitors by pricing, API access, white-label depth, citation-level data, number of AI engines, and what the actual agency opportunity/gap appears to be.

Yes. There’s now a fairly crowded category of AI visibility / GEO monitoring platforms built specifically for agencies. They typically track whether ChatGPT, Perplexity, Gemini, Claude, Google AI Overviews, etc. mention a client and which sources they cite, then turn that into client-facing reports.

A few worth looking at:

• citations.io — Probably closest to your description. Multi-client workspaces, citation evidence, competitor tracking, confidence labels, and white-labeled PDF/shareable reports. It explicitly focuses on citation influence rather than just a generic AI visibility score. Citations.io
• seerly.app — Agency-oriented, with multi-client monitoring, visibility/sentiment/citations, competitive comparisons, and white-label PDF + web reports. It also lets you drill down to the underlying AI response, which is useful when clients challenge the numbers. Seerly
• geneo.app — More of a full agency platform: client portals, custom domain, logo/colors, and tracking across ChatGPT, Gemini, Google AI Overviews and Perplexity. Geneo
• usecliro.com — Strong if your priority is automated recurring reporting. It supports white-label reports, scheduled delivery, PDF/CSV, visibility, share of voice, citations and AI traffic. Cliro
• answerpeek.com — Specifically positioned around reselling AI visibility as an agency service. It tracks mentions, share of voice and cited sources across multiple engines and provides branded reports. Answer Peek
• sailiently.com — Interesting if you don't want another big monthly SaaS commitment. It offers agency white-labeling and a dedicated Citation Radar report, with project-based pricing. Sailiently

If you're evaluating this as an agency

I'd distinguish between three types:

For what you described — "monitor AI citations + produce white-label reports for clients" — I'd start by comparing Citations.io, Seerly, Geneo, and Cliro.

The important question isn't just "does it track citations?" Almost all of these now claim that. I'd test whether it gives you:

1. Verbatim AI answers behind every citation/metric.
2. The exact cited URLs/domains, not just a citation count.
3. Tracking across ChatGPT + Perplexity + Gemini + Claude + Google AI Overviews.
4. Historical citation changes.
5. Competitor citation comparisons.
6. Client-specific white-label reports with your logo/domain.
7. Automated monthly generation.
8. An API/export if you eventually want to pipe the data into your own reporting stack.

If you're thinking about building a platform like this yourself, that's a particularly interesting angle: the market is increasingly moving from "AI visibility score" toward citation-level evidence + agency reporting. The latter is considerably more defensible in front of clients. Citations.io Seerly

If you tell me roughly how many clients an agency would manage (e.g. 10, 50, 500), I can compare these platforms on pricing, engines, citation depth, white-labeling, API access, and margins for reselling the service.

Yes. There are now several platforms specifically aimed at agency-side AI visibility / citation monitoring + client reporting. The category is usually called AI visibility, GEO (Generative Engine Optimization), or AI search tracking.

Here are the ones I’d look at:

My shortlist

1. Citations.io — probably closest to what you're describing.
It's explicitly built for agencies: separate client workspaces, tracking across ChatGPT, Perplexity, Gemini and Claude, citation-source analysis, competitor tracking, and white-labeled board-ready reports. It also turns citation gaps into implementation recommendations. Citations.io Citations.io

2. LLM Pulse — strongest if you're an SEO/content agency.
It combines AI visibility tracking with citation analysis, content recommendations, GEO writing, white-label dashboards and Looker Studio reporting. It tracks ChatGPT, Perplexity, Gemini and Google's AI surfaces. LLM Pulse LLM Pulse

3. Peec AI — strongest for sophisticated agency reporting.
Peec tracks mention rate, position, citations and sentiment across several AI channels. Its agency setup supports multiple clients, and its Looker connector lets you build your own branded reporting layer. Peec

4. Nightwatch — interesting if you already sell traditional SEO.
It combines conventional rank tracking with AI-platform tracking, including citation tracking, and has automated white-label reports. Nightwatch

5. AgencyScope — interesting if reporting is the main requirement.
It's deliberately narrow: recurring AI visibility checks, evidence/prompt history and white-label PDF reports rather than trying to be an entire GEO platform. AgencyScope

One important distinction

If by "monitor AI citations" you mean "show me exactly which URLs ChatGPT/Perplexity/etc. cited instead of my client's site", I'd prioritize Citations.io, LLM Pulse, Peec, or CiteSpy.

If you mean "give my clients a beautiful branded dashboard/report showing AI visibility, share of voice, competitors, citations, trends, and recommendations", then LLM Pulse, Geneo, Peec + Looker, or Nightwatch are particularly interesting.

And if you're considering building this into an agency product/service yourself, there is a pretty clear gap between raw AI citation tracking and a genuinely excellent client-facing reporting product. The latter could be much more valuable than simply reselling an AI rank tracker.

Yes. There’s now a fairly mature category around AI visibility / GEO / AEO monitoring, and several platforms are specifically targeting agencies with white-label reporting.

The strongest options I’d look at are:

• agencyanalytics.com — probably the most interesting if you already run an SEO/PPC reporting agency. It tracks client visibility across ChatGPT, Google AI Overviews/AI Mode, Claude, Perplexity, and Gemini, including citations, competitors, sources, trends, and white-label reporting. AgencyAnalytics
• llmpulse.ai — more specialized around AI search. It has citation analysis, prompt tracking, competitor tracking, white-label dashboards/reports, custom domains, and Looker Studio integration. LLM Pulse
• peec.ai — particularly interesting if you want to operationalize this across lots of clients. It tracks mention rate, position, citations and sentiment across several AI engines and supports Looker/CSV/API workflows for custom agency reporting. Peec AI
• geneo.app — explicitly offers a white-label client portal, custom domain, agency branding, and client reports. It tracks AI visibility and citations across ChatGPT, Gemini, Google AI Overviews and Perplexity. Geneo
• indaeo.com — built around tracking which prompts trigger mentions, which sources AI trusts, citations, competitors, and sentiment. Its Pro/Scale plans include white-label exports. Indaeo

There are also newer, more narrowly agency-focused products such as agencyscope.ai and mentionscope.io, which are interesting if your primary requirement is “run AI visibility checks → turn them into a polished client report” rather than a giant SEO platform. AgencyScope MentionScope

What I'd distinguish carefully

“AI citations” can mean two different things:

1. Brand visibility: “Does ChatGPT mention my client?”
2. Citation/source visibility: “Which URLs/websites does ChatGPT cite when answering this question, and is my client's site one of them?”

The second is considerably more useful for GEO strategy, because you can tell a client “AI is getting its answer from these 12 sources, while your competitor is being cited from these 8.” LLM Pulse, Peec, Indaeo and some of the newer tools expose this underlying source/citation data. LLM Pulse Peec AI Indaeo

If you're evaluating this as an agency owner, I'd shortlist AgencyAnalytics, LLM Pulse, and Peec first. If you tell me roughly how many clients you manage (e.g. 10, 50, 200) and whether you want PDF reports, a client portal, or both, I can compare them on pricing, AI engines, citation-level data, automation, white-labeling, and API/Looker integration.

Yes. There are several platforms now specifically aimed at agencies doing AI visibility / GEO monitoring, including multi-client workspaces and white-label reporting.

Best fits

• citations.io — Probably the closest match to your description. It tracks citations across ChatGPT, Perplexity, Gemini, and Claude, supports multiple client workspaces, competitor tracking, citation-source analysis, and white-labeled client reports. It also turns citation gaps into implementation recommendations. Citations.io Citations.io
• peec.ai — More mature-looking agency/reporting workflow. Tracks mention rate, position, citations and sentiment across ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini and Copilot. Its Looker/Data Studio connector lets an agency build its own branded client dashboards, and it offers CSV/API access. Peec AI
• clickai.digital — Explicitly designed for agencies: citation/source tracking, cross-model comparisons, trends, and white-label PDF reports with your logo, colors, domain and even sending from your domain. ClickAI
• citespy.app — A lower-cost, simpler option. It runs live queries against ChatGPT, Claude, Gemini and Perplexity, identifies exact cited URLs and competitors, and provides PDF exports. Its agency plan is advertised at $149/month for 10 domains. CiteSpy
• agencyscope.ai — Very specifically focused on the agency workflow: recurring checks, prompt evidence, white-label PDF reports, agency branding and client-ready evidence. Currently covers ChatGPT, Perplexity and Gemini. AgencyScope
• citationbench.com — Interesting if you want to build your own agency reporting layer. It has multi-client workspaces, API access, historical citation tracking and share-of-voice data, alongside conventional rank tracking. CitationBench

If I were evaluating this for an agency

I'd shortlist Citations.io, Peec AI, and ClickAI first.

One important distinction: "AI mentions" and "AI citations" aren't the same metric. If you're selling this to clients, I'd want the platform to show the actual cited URLs/sources, competitor citations, prompt-level evidence, and historical change—not just a proprietary "AI visibility score." That makes the report much easier to defend.

If you're asking because you're considering building this into your own agency offering, I can also map out the current landscape—what these platforms charge, their APIs/white-label capabilities, and where there's still a gap you could build a differentiated product around.

Yes. There are several platforms built specifically for agencies that want to monitor AI citations / AI search visibility across clients and deliver white-label reports. The category is usually called AI visibility, GEO (Generative Engine Optimization), or AEO (Answer Engine Optimization) reporting.

A few worth evaluating:

Things I would compare before choosing:

• Citation evidence: Does it show the actual AI answer and cited URLs, or only a visibility score?
• Engine coverage: ChatGPT, Perplexity, Gemini, Claude, Google AI Overviews, Copilot, etc.
• Client separation: Separate workspaces per client matter if you manage many accounts.
• White-label depth: Logo-only PDF export vs. fully branded portals, domains, emails, dashboards.
• Reporting cadence: Automated monthly reports are much more useful for retainers.
• Actionability: Some tools only measure; better ones identify citation gaps and recommended fixes.

For a typical SEO/content agency adding an AI visibility service, I’d shortlist:

1. Citations.io for a citation-focused workflow. Citations.io
2. AgencyScope for straightforward recurring client reports. AgencyScope
3. Tower GEO or Outercite for agencies trying to build a more complete GEO offering. Tower GEO Outercite

If you tell me your agency size (e.g., 5 clients vs. 100+), current stack (Semrush/AgencyAnalytics/Looker/etc.), and whether you need a dashboard clients can log into or just PDF reports, I can narrow it down.

Yes. This category is usually called GEO / AI-search visibility monitoring, and there are now several platforms specifically targeting agencies.

A few worth looking at:

If your main requirement is exactly "monitor citations + white-label client reports"

I'd shortlist Peec AI, Ayzeo, and Outercite.

Peec AI is particularly interesting if you want actual analytics rather than just a monthly score. It tracks mention rate, position, citation count and sentiment across ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini and Copilot, and supports agency-wide reporting through Looker plus CSV/API access. peec.ai

Ayzeo is more directly aligned with the "SEO agency adds GEO as a service" model: multi-client projects, citation rates, competitor benchmarks, and fully branded PDF reports. Its current agency page says Pro includes white-label PDFs and pricing starts at $149/month for three client projects. ayzeo.com

Outercite is worth a look if you're thinking about reselling the platform itself. It offers isolated client workspaces, white-label reports/emails/share pages, and a stated 25% wholesale margin for agencies. outercite.com

One distinction I'd pay attention to: "AI visibility" isn't necessarily the same as "citation monitoring." Some tools primarily tell you whether ChatGPT mentioned the brand, while others let you inspect which URLs/sources were actually cited, for which prompts, against which competitors, and whether citation share is changing over time.

If you're evaluating this as an agency owner, I can also give you a side-by-side comparison of the 5–7 leading platforms, including pricing, number of AI engines, citation-level data, API, white-label dashboards/PDFs, and multi-client limits.

Yes. A few platforms are specifically targeting AI visibility / GEO (Generative Engine Optimization) reporting for agencies, including citation tracking, competitor comparisons, multi-client dashboards, and white-label client reports. The space is still emerging, but these are some of the more agency-oriented options:

What I would look for in an agency tool

The useful features are usually:

• Client workspaces — each client has separate brands, competitors, prompts, and history.
• Prompt tracking — not just “does ChatGPT mention us?” but “for which buyer questions do we appear?”
• Citation evidence — URLs/domains that AI models reference.
• Competitor displacement reports — “Competitor X is cited where your client is absent.”
• White-label PDFs/dashboard — your logo, colors, domain, and no vendor branding.
• Scheduled reporting — monthly reports that fit SEO retainers.
• API/export options — useful if you already use Looker Studio, DashThis, AgencyAnalytics, etc.

My shortlist by agency type

• Small SEO agency testing an AI visibility add-on: AgencyScope or AI Citation Monitor. AgencyScope AI Citation Monitor
• Agency productizing GEO as a new service line: Citations.io or Outercite. Citations.io Outercite
• Large agency/reseller model: Outercite or Tower GEO. Outercite Tower GEO

One caveat: “AI citations” are not equivalent to Google rankings. The better platforms treat them as visibility in AI-generated answers + source attribution + competitive share of voice, rather than a single ranking position. Gumshoe AI

If you’re building this into an existing SEO agency reporting stack, the best choice may depend on whether you need a client-facing portal, PDF reports only, or API data to pipe into your own dashboards.

Yes. There are several platforms now specifically aimed at agencies that need to monitor AI/LLM visibility and turn the data into client-facing, white-label reports.

Strongest options

• citations.io — Probably the closest match to your description. It tracks citations across ChatGPT, Perplexity, Gemini, and Claude, supports multi-client workspaces, competitor tracking, citation-source analysis, and white-labeled board-ready reports. It also turns citation gaps into implementation briefs. Citations.io Citations.io
• agencyscope.ai — Very agency/reporting-focused. It runs recurring checks across ChatGPT, Perplexity, and Gemini and produces white-label PDFs with your logo, colors, footer, methodology, and client-facing evidence. AgencyScope AgencyScope
• llmpulse.ai — More of a full AI-search monitoring product for SEO agencies. It covers ChatGPT, Perplexity, Gemini, Google AI Mode/Overviews, citation tracking, share of voice, and white-label dashboards plus Looker Studio reporting. LLM Pulse
• geneo.app — Particularly interesting if you want an actual branded client portal, not just PDFs. Agencies can use their own domain/logo and track citations, mentions, visibility and share of voice across major AI engines. Geneo
• llmmetrix.com — Multi-client agency workspace with scheduled AI scans, citation/competitor monitoring, white-label report links, PDF output and CSV/JSON exports. LLM Metrix
• mentionscope.io — More lightweight and focused on the agency use case: weekly buyer-question scans across ChatGPT, Claude, Perplexity and Gemini, with branded reports and concrete "fixes" tied to citation gaps. It advertises $99/month for 15 clients. MentionScope

If I were evaluating these for an agency

I'd narrow it to:

One important distinction: "AI visibility" and "AI citations" aren't quite the same thing. Some tools primarily measure whether an LLM mentions/recommends a brand; others actually capture which external sources/pages the model cited. If your agency wants to sell a service around "here are the publications/pages you need to get cited by AI" rather than merely "your AI visibility score went from 31% to 38%", I'd put Citations.io, LLM Pulse, and CitationBench higher on the list. CitationBench, for example, exposes citation rank, share of voice, historical data, and multi-client workspaces through an API. citationbench.com

If you're considering building this yourself, there is also a pretty clear product gap here: multi-tenant client management + AI citation monitoring + automated monthly narrative + white-label portal/reporting. I can map out the existing competitors, pricing, features, and where the whitespace is if you're evaluating this as a SaaS opportunity.

Yes. There are now several platforms specifically aimed at agencies that monitor AI visibility/citations and turn the data into client-facing reports. A few stand out depending on how much white-labeling and automation you need.

Best fits for an agency

• peec.ai — probably the strongest all-around agency option. It tracks mentions, citations, position, sentiment and share of voice across ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini and Copilot. It supports multiple client workspaces, branded dashboards, Looker Studio, API access, and automated reporting through its MCP integrations. Peec AI Peec AI

Best for: an agency wanting a scalable monitoring + reporting system rather than just a dashboard.

• geneo.app — strongest if "white-label" is the priority. It explicitly offers your own domain, logo, branding and client portal, with live white-label dashboards and AI citation/visibility metrics. Geneo

Best for: making the product look like your agency's proprietary platform.

• seerly.app — good reporting/evidence workflow. Reports cover visibility, sentiment, competitive position and citation sources, with the underlying AI responses available so you can show a client exactly where a metric came from. It supports agency branding/custom logos. Seerly

Best for: SEO/GEO agencies that expect clients to ask, "Okay, but where did that number come from?"

• citations.io — particularly interesting for citation-focused services. It offers multi-client workspaces, citation evidence, competitor tracking, white-labeled reports and implementation recommendations. Citations

Best for: selling a dedicated "AI citation/GEO" service.

• agencyscope.ai — very report-oriented. It monitors ChatGPT, Perplexity and Gemini and produces recurring white-label PDF reports with prompt-level evidence. AgencyScope

Best for: agencies that primarily want a recurring client-report deliverable.

• aibrandreport.com — simple agency packaging. It combines multi-engine monitoring, competitor benchmarking, citation-source tracking and white-label PDF reports, with an agency plan supporting multiple client brands. AI Brand Report
• tryprofound.com — the more enterprise-oriented choice. It has extensive answer-engine/citation analytics and centralized client management, plus customizable dashboards and PDF/public-link reporting. Profound Profound

Best for: larger agencies/enterprise clients where depth of AEO data matters more than having the cheapest reporting tool.

If I were evaluating this for an agency

I'd shortlist Peec, Geneo, and Seerly first:

One important distinction: "AI visibility" and "AI citations" aren't the same thing. A platform might tell you that a client was mentioned in 40% of answers, while only 8% of answers actually cited the client's site. Peec explicitly separates brand mentions from source citations, for example. Peec AI

If your goal is to sell this as a monthly service to clients, I'd lean Peec for the underlying data/reporting infrastructure and Geneo if the client experience needs to be completely agency-branded.

If you tell me roughly how many clients you have (e.g. 10, 50, 200+) and whether you want PDF reports, a client portal, or both, I can narrow this down to the 2–3 best options and compare pricing/features.

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

A few worth looking at:

• citations.io — probably the closest match to your description. It offers multi-client workspaces, citation evidence, competitor tracking, AI visibility metrics, and white-label reports. It tracks ChatGPT, Perplexity, Gemini, and Claude. Citations
• otterly.ai — more established AI-search monitoring. Tracks mentions, citations, sentiment and share of voice across 7 AI engines, with scheduled/branded PDF/CSV reporting and a Looker Studio connector. Otterly
• citenzo.com — explicitly built around agency reporting. Includes AI visibility, share of voice, cited sources, competitor gaps, and white-label reports. Its agency plan currently advertises 30 client projects and 6 AI engines. Citenzo
• geneo.app — interesting if you want a fully white-labeled client portal, including your own domain, logo and branding, rather than just PDFs. Geneo
• answerpeek.com — agency-oriented workflow with scheduled monitoring, cited-source tracking, fixes/recommendations, and branded reports/links. AnswerPeek
• agencyscope.ai — particularly focused on the reporting side: recurring checks, prompt-level evidence, competitor comparisons and white-label PDFs. AgencyScope
• usecliro.com — combines AI visibility, citations, share of voice and AI traffic, with scheduled white-label reports and PDF/CSV export. Cliro

If you're evaluating this as an agency

I'd separate them into three buckets:

The important distinction is "AI visibility" vs. actual citation intelligence. Some tools primarily tell you whether the client was mentioned. The more useful agency product is one that can tell you:

Client → prompt → AI engine → answer → cited URLs → competitor citations → citation frequency → change over time → recommended action

That's where I'd focus if you're trying to make this a recurring agency deliverable rather than just another dashboard.

If you're considering building/buying something like this, I can also compare the leading platforms on API access, number of clients, citation-level data, white-label domains, automated reports, pricing, and whether you could resell it under your agency brand.

Yes. There are now several platforms specifically aimed at agencies selling AI visibility / GEO as a recurring service, with multi-client monitoring and white-label reporting.

A few worth looking at:

• peec.ai — probably one of the more mature options. Tracks mentions and citations across ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini and Copilot, with multi-client management, automated reporting, APIs, and branded Looker Studio dashboards. Peec AI
• geneo.app — explicitly positioned as a white-label AI visibility platform. Offers your own domain, logo, client portal, and client-facing reports, with metrics such as citations and share of voice. Geneo
• qwairy.co — built around multi-client GEO management, portfolio dashboards, client access, white-label reporting, and Looker Studio integration. Qwairy
• towergeo.com — particularly agency-oriented: multi-client workspaces, competitor tracking, white-label PDFs, branded client dashboards, custom domains and scheduled reports. Tower GEO
• agencyscope.ai — more narrowly focused on the reporting workflow. It runs recurring checks across ChatGPT, Perplexity and Gemini and turns the evidence into white-label PDFs. AgencyScope
• jujugeo.com — interesting if you want more than reporting: it identifies where competitors are being cited instead, drafts fixes, then re-checks the same query after publishing to demonstrate citation movement. Its agency tier currently advertises up to 25 brands and white-label reporting. JujuGeo
• aisearchrank.ai — positioned as a full agency GEO platform, combining multi-client management, white-label reporting, audits, optimization and publishing workflows. AI Search Rank

If you're evaluating this as an agency

I'd separate them into three categories:

Peec is probably the first one I'd demo if you already have an SEO/content agency and want to add AI visibility reporting without rebuilding your reporting stack. Its API/MCP and Looker Studio integration are especially useful if you want to automate reports across a large client roster. Peec AI Peec AI

If you're thinking about building a platform like this, there's also a pretty interesting gap: most tools measure "did the AI mention/cite my client?", but fewer turn that into a genuinely useful agency deliverable—e.g. which competitor got cited instead, which source caused it, what should we change, and did the citation move after the change? jujuGEO is explicitly moving in that direction. JujuGeo

I can also compare 10–15 of these platforms on pricing, AI engines, citation-level data, API, white-label portals, Looker Studio, automated reports, and number of client accounts if you're deciding which one to use.

Yes. There’s now a fairly mature category around AI search visibility / GEO / AEO monitoring, and several tools are explicitly built for agencies and white-label client reporting.

A few worth looking at:

• geneo.app — Probably one of the closest matches to what you described. It supports multiple clients, tracks ChatGPT, Gemini, Google AI Overviews and Perplexity, and offers custom domains, client portals, agency branding and white-label reporting. Geneo
• agencyscope.ai — More focused specifically on recurring agency reports. It runs prompts against ChatGPT, Perplexity and Gemini and turns the results—including prompt-level citation evidence—into branded PDFs. AgencyScope AgencyScope
• dabarank.com — Interesting if you want broader engine coverage. It claims tracking across 8 AI platforms, including ChatGPT, Claude, Gemini, Perplexity, Grok and Google AI Overviews, with daily citation tracking and white-label PDFs. DabaRank
• geocontextai.com — More of an end-to-end GEO platform. It monitors citations across eight engines, tracks competitors, and has agency/enterprise plans with scheduled branded reports. GeoContextAI
• reachd.ai — Agency-oriented, with per-client workspaces, white-label reports and monitoring across ChatGPT, Google AI, Perplexity, Claude and Grok. It also tries to connect monitoring to recommendations/content production. Reachd
• aicitationmonitor.com — Particularly relevant if by "citations" you mean the actual URLs/sources AI engines cite, rather than simply whether a brand was mentioned. Its agency tier includes client workspaces, branded PDFs and an API. AI Citation Monitor

If I were evaluating them for an agency

I'd separate the market into three buckets:

One important distinction: "AI visibility" and "AI citation monitoring" aren't quite the same thing. Some platforms give you a visibility score ("you're mentioned in 62% of answers"), while others let you inspect the actual cited URLs, competitors, prompts and answer evidence. For an agency, I'd strongly favor the latter because it's much easier to defend the report in a client meeting.

Also, this space is moving quickly: recent reporting shows that even the sources AI systems cite can change substantially over short periods, so monitoring needs to be longitudinal rather than a one-off audit. Axios

If you're considering building something like this yourself, rather than looking for a tool to buy, that's an especially interesting question—the current products leave some pretty obvious gaps around citation-level data, agency workflows, automated insights, and white-label reporting.

Yes. This category is now pretty well developed, and agency-focused white-label AI visibility/GEO platforms are probably what you want.

A few worth evaluating:

For what you described, I'd narrow it to Scout LLM, MentionScope, AI Brand Report, and Outercite.

What I'd look for beyond "AI visibility"

The important distinction is whether the tool merely tells you:

"Your client was mentioned by ChatGPT 37% of the time."

versus giving you the actual citation intelligence:

• Which URLs/domains did the AI cite?
• Which competitors were cited instead?
• Which prompts triggered the citation?
• Which sources consistently influence the answer?
• Has a citation appeared/disappeared over time?
• Which pages should the agency create/improve to influence those citations?
• Can you track the same prompt set repeatedly?
• Can you demonstrate movement month-over-month?
• Can the client see a white-label dashboard/report under your agency's brand?

That's where the products differ substantially.

For example, AI Brand Report explicitly offers citation-source tracking, competitor gaps, client projects, guest access, and white-label PDFs. aibrandreport.com Scout LLM goes further into the optimization workflow, including tracking when a citation is recovered. scoutllm.ai MentionScope is particularly positioned around recurring agency retainers and automated branded reporting. mentionscope.io

One interesting angle: if you're considering building or offering this as an agency service, I wouldn't necessarily compete on "AI citation tracking" alone. The more valuable product is arguably "AI visibility reporting + citation diagnosis + prioritized actions + client-ready reporting." The raw monitoring is increasingly commoditized.

If you tell me roughly how many clients you need to monitor (e.g. 10, 50, 200) and whether you want just reports or a full client portal, I can compare the best 3–5 options on pricing, APIs, white-label depth, citation data, automation, and margins for an agency.

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.