ChatGPT answers, unedited

If you're a content agency managing many client accounts, I'd look at tools that do more than track whether a brand appears in ChatGPT. You want multi-client workspaces + citation/visibility tracking + actionable content recommendations + client reporting.

Shortlist

My take for a content agency

Profound is probably the most comprehensive option to investigate first. Its Agency Mode lets you maintain separate client workspaces, while its platform tracks visibility across ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini, Claude, Copilot and other answer engines. It also has tooling intended to turn visibility gaps into content/action opportunities. Profound Profound Help Center

Peec AI is particularly interesting if your agency's business model depends on servicing dozens of clients and producing recurring reports. It offers isolated client projects, unlimited client/team seats on its agency plans, branded/shareable dashboards, and API/CSV/Looker Studio connectivity. Peec AI Peec AI

Citations.io is worth a close look if your actual deliverable is "here are the pages/content/citations we need to create or improve." Its agency offering explicitly turns AI-answer gaps into implementation packs covering things such as content briefs, internal links, schema and citation outreach. Citations

Lantern is another interesting fit if you want to move toward automation: it advertises per-client isolation, citation/share-of-voice tracking, and an agent that researches gaps and produces AI-optimized content. Lantern

The key distinction I'd make

If your agency wants to sell "AI visibility reporting", Peec is worth evaluating.

If you want to sell "AI visibility + actually optimizing the client's content to improve it", I'd put Profound, Lantern, and Citations.io higher on the evaluation list.

And if you're managing 20–100+ clients, I'd prioritize these capabilities during a demo:

• Separate workspace for every client
• Bulk prompt/keyword management
• Citation-level analysis — which pages are AI engines actually citing?
• Identification of content gaps, not merely visibility scores
• Content briefs generated from those gaps
• Competitor/citation-source analysis
• White-label dashboards and reports
• API/export capabilities
• Ability to automate weekly/monthly reporting
• Clear separation of client data

One important caveat: AI-answer visibility is still a relatively new measurement category, so I wouldn't select a platform based on its proprietary "AI visibility score" alone. Look underneath the score at the actual prompts, answers, citations, sources and recommended actions.

If you tell me roughly how many clients you manage (e.g. 10, 50, 200) and whether you want monitoring only vs. automated content optimization, I can narrow this to 2–3 platforms and compare their agency pricing/workflows.

Peec AI is particularly interesting if your agency's business model depends on servicing dozens of clients and producing recurring reports. It offers isolated client projects, unlimited client/team seats on its agency plans, branded/shareable dashboards, and API/CSV/Looker Studio connectivity. Peec AI Peec AI

Citations.io is worth a close look if your actual deliverable is "here are the pages/content/citations we need to create or improve." Its agency offering explicitly turns AI-answer gaps into implementation packs covering things such as content briefs, internal links, schema and citation outreach. citations.io

Lantern is another interesting fit if you want to move toward automation: it advertises per-client isolation, citation/share-of-voice tracking, and an agent that researches gaps and produces AI-optimized content. asklantern.com

The key distinction I'd make

If your agency wants to sell "AI visibility reporting", Peec is worth evaluating.

If you want to sell "AI visibility + actually optimizing the client's content to improve it", I'd put Profound, Lantern, and Citations.io higher on the evaluation list.

And if you're managing 20–100+ clients, I'd prioritize these capabilities during a demo:

Yes. If you're a content agency managing many clients, I’d look at tools built around multi-client AI visibility + content optimization, rather than standalone “AI SEO graders.”

The strongest options to evaluate

My shortlist

1. Peec AI — probably the most agency-friendly starting point

Peec explicitly supports unlimited client workspaces, separate prompts/competitors/channels per client, unlimited team seats, branded client dashboards, and automated reporting. It tracks visibility, position, sentiment and citations across ChatGPT, Gemini, Perplexity, Google AI Overviews/AI Mode and Microsoft Copilot. Peec AI Peec AI

What's particularly relevant for a content agency is that it doesn't stop at “are we mentioned?” It identifies which sources are being cited and which content/citation gaps represent opportunities, giving your writers something actionable to work from. Peec AI

peec.ai

2. Profound — strongest if you want to build a serious AEO service

Profound has an agency-specific Agency Mode with separate client and pitch workspaces. Its platform combines Answer Engine Insights with content optimization Agents, so you can go from identifying a client's visibility/citation gaps to generating optimization recommendations and content. Profound Profound Help Center Profound

The distinction is important: Profound is trying to make AI visibility measurement → content action → measurement one workflow rather than simply providing another rank tracker.

tryprofound.com

3. Semrush — best if you want AI visibility integrated with conventional SEO

Semrush's AI Search Optimizer analyzes existing content and provides recommendations around factors associated with AI citations, while its AI Visibility Toolkit tracks brand mentions, citations, competitors and relevant prompts. Semrush Semrush

For an agency already doing keyword research, technical SEO, content briefs and reporting in Semrush, this can be attractive because AI search becomes another layer of the existing workflow rather than another platform.

semrush.com

4. Indexly — interesting if you want execution as well as measurement

Indexly positions itself as a full multi-client AI-search stack: visibility tracking, AI-readiness audits, content generation/optimization/refresh, and reporting from one agency dashboard. It also supports publishing optimized content to WordPress, Ghost and Webflow. Indexly

indexly.ai

What I'd prioritize for a content agency

I'd evaluate them against this workflow:

Client → target prompts → current AI answers → citations/sources → content gap → optimization brief → writer → publish → remeasure citations/visibility → client report

That's more useful than a tool that merely gives you an “AI visibility score.”

For your particular use case, I'd put Peec, Profound, and Semrush through a hands-on trial using the same 2–3 clients. Compare:

• How quickly you can onboard 10–20 clients
• Whether each client has genuinely isolated data
• How good the content recommendations are
• Whether recommendations are based on actual AI citations rather than generic SEO rules
• Prompt tracking volume and refresh frequency
• ChatGPT/Claude/Gemini/Perplexity/Google AI coverage
• White-label dashboards and reports
• API/MCP access
• Ability to turn insights into writer-ready briefs
• Cost as your client count grows

If your primary business is content production, rather than SEO consulting, I'd pay particular attention to Profound and Peec. Profound is more explicitly trying to connect AI visibility data to content optimization, while Peec looks particularly strong for the operational “one agency → many isolated client workspaces → automated reporting” problem. Peec AI Profound

If you tell me roughly how many clients you manage (e.g. 10, 50, 200+) and whether you want the tool mainly for content briefs, optimization of existing articles, or client reporting, I can narrow this to the 2–3 platforms that fit that operating model.

Peec explicitly supports unlimited client workspaces, separate prompts/competitors/channels per client, unlimited team seats, branded client dashboards, and automated reporting. It tracks visibility, position, sentiment and citations across ChatGPT, Gemini, Perplexity, Google AI Overviews/AI Mode and Microsoft Copilot. Peec AI Peec AI

What's particularly relevant for a content agency is that it doesn't stop at “are we mentioned?” It identifies which sources are being cited and which content/citation gaps represent opportunities, giving your writers something actionable to work from. Peec AI

peec.ai

2. Profound — strongest if you want to build a serious AEO service

Profound has an agency-specific Agency Mode with separate client and pitch workspaces. Its platform combines Answer Engine Insights with content optimization Agents, so you can go from identifying a client's visibility/citation gaps to generating optimization recommendations and content. Profound Profound Help Center Profound

The distinction is important: Profound is trying to make AI visibility measurement → content action → measurement one workflow rather than simply providing another rank tracker.

tryprofound.com

3. Semrush — best if you want AI visibility integrated with conventional SEO

Semrush's AI Search Optimizer analyzes existing content and provides recommendations around factors associated with AI citations, while its AI Visibility Toolkit tracks brand mentions, citations, competitors and relevant prompts. Semrush Semrush

For an agency already doing keyword research, technical SEO, content briefs and reporting in Semrush, this can be attractive because AI search becomes another layer of the existing workflow rather than another platform.

semrush.com

4. Indexly — interesting if you want execution as well as measurement

Indexly positions itself as a full multi-client AI-search stack: visibility tracking, AI-readiness audits, content generation/optimization/refresh, and reporting from one agency dashboard. It also supports publishing optimized content to WordPress, Ghost and Webflow. indexly.ai

indexly.ai

What I'd prioritize for a content agency

I'd evaluate them against this workflow:

Client → target prompts → current AI answers → citations/sources → content gap → optimization brief → writer → publish → remeasure citations/visibility → client report

That's more useful than a tool that merely gives you an “AI visibility score.”

For your particular use case, I'd put Peec, Profound, and Semrush through a hands-on trial using the same 2–3 clients. Compare:

Yes. For a content agency managing many client accounts, I’d look specifically for a platform built around multi-client GEO/AEO rather than a standard SEO tool.

Best fits

• frase.io — probably the strongest fit if your agency's core service is content. It combines content research/drafting, SEO + GEO optimization, AI-visibility tracking, citation monitoring, and separate client workspaces. It specifically supports tracking citations across ChatGPT, Perplexity, Claude, Gemini, and Google AI. Frase
• indexly.ai — stronger if you want an end-to-end AI-search production workflow. It offers per-client workspaces, AI-readiness audits, visibility tracking, content optimization/refresh, and agents for generating GEO/AEO content. Indexly Indexly
• zumihq.com — particularly good for monitoring and client reporting. It provides isolated client workspaces, competitor tracking, citation/share-of-voice metrics, and white-label reports. Zumi
• searchable.com — worth considering if you want to package AEO as a white-label agency service, with multi-client management and agency-branded reporting. Searchable
• geogenie.ai — geared toward agencies wanting white-label GEO, cross-client benchmarking, bulk prompt setup, and content/authority workflows. GeoGenie

My pick for a content agency

I'd start with Frase if your main question is:

“How do we make the content we produce for dozens of clients more likely to be cited/recommended in AI answers?”

It is unusually aligned with the content-production → optimization → AI visibility measurement loop, rather than merely telling you whether a brand appears in ChatGPT. Frase

If you have 50–100+ clients and want to operationalize GEO as a repeatable service with audits, content agents, monitoring, and reporting, Indexly is also worth a serious comparison. Indexly

If you tell me roughly how many clients you manage (10, 50, 100+) and whether you want content generation, optimization, monitoring, or all three, I can narrow this to the best 2–3 tools and compare pricing/features for an agency setup.

If you're a content agency managing many client brands, I’d look at tools built specifically for multi-client AEO/GEO (Answer Engine Optimization / Generative Engine Optimization) rather than traditional SEO platforms.

My top picks

1. frase.io — best fit for a content agency

• Separate workspace for every client.
• AI visibility/citation tracking across ChatGPT, Perplexity, Claude, Gemini and Google AI.
• Research → brief → content creation → optimization → monitoring in one workflow.
• Scores content for both traditional SEO and AI search while you're writing.
• Particularly compelling if your core business is actually producing and optimizing content, rather than just reporting on AI visibility. Frase
• indexly.ai — best for AI-search execution at scale

• Multi-client workspaces with isolated data.
• AI-readiness audits, visibility tracking, content optimization/refresh, and reporting.
• Its Content Agents can produce content and even publish to WordPress, Ghost and Webflow.
• Good choice if you want to automate a significant portion of the optimization workflow. Indexly
• asklantern.com — best for AI visibility + citation opportunities

• Central dashboard across clients.
• Tracks citations and share of voice across major AI models.
• Its marketing agent identifies gaps and creates AI-optimized content.
• Strong if your service is evolving toward ongoing AI visibility management, not just content production. Lantern
• searchable.com — best for agency AEO reporting

• Purpose-built multi-client infrastructure.
• Client audits, citation-gap analysis and AI visibility monitoring.
• White-labeling makes it attractive if you want clients to perceive AEO as your agency's proprietary service. Searchable
• zumihq.com — best for white-label reporting

• Separate client workspaces and competitor sets.
• Tracks multiple AI engines.
• Strong agency-branded reporting and dashboards. Zumi

What I'd choose for your use case

If you're primarily a content agency, I'd start with Frase. It is unusually well aligned with the workflow:

Client → AI visibility audit → identify citation/content gaps → create/optimize content → monitor citations → report results.

That's more useful than a tool that simply tells you, "Your client appeared in ChatGPT 18% of the time." Frase explicitly combines AI visibility with the content creation and optimization layer. Frase

If you have 50–100+ clients and want more automation, I'd also evaluate Indexly and Lantern.

One important distinction: AI visibility tracking ≠ AI visibility optimization. You want a platform that can tell you why a client isn't being cited—missing facts, weak topical coverage, insufficient third-party references, outdated content, etc.—and then turn those gaps into concrete content work. That's increasingly important as AI answers rely heavily on external citations and earned mentions, not just what's on the client's own website. vogue.com

If you tell me roughly how many clients you manage (e.g. 10, 50, 200+) and whether you mainly do SEO/blog content, local SEO, ecommerce, or B2B, I can narrow this to the best 2–3 platforms and compare pricing, client limits, AI engines, white-labeling, and content optimization capabilities.

Frase is one of the strongest fits for a content agency managing many clients. It combines multi-client workspaces, AI-search/GEO scoring, content briefs, optimization, and citation tracking across ChatGPT, Perplexity, Claude, Gemini, and Google AI. Frase

Other agency-focused options:

• Indexly — strong multi-client GEO auditing, tracking, and content optimization. indexly.ai
• Lantern — multi-client AI visibility plus automated content optimization. asklantern.com
• Opttab — agency workspaces with AI visibility optimization and automated actions. opttab.com
• Asva AI — particularly useful if white-label client reporting matters. asvaai.com

If your primary need is “optimize lots of client content so it gets cited in AI answers,” I'd shortlist Frase and Indexly first.

Yes. If you’re a content agency managing many client brands, I’d prioritize an agency-native GEO/AEO platform that does more than monitor mentions—it should tell your team what content to change and why.

My shortlist

• indexly.ai — best fit if content optimization is the priority. It combines multi-client workspaces with AI visibility tracking, content generation, and content optimization/refresh. It can score and rewrite existing pages around entity density, schema, and answer-format patterns, then track citations across ChatGPT, Perplexity, Gemini, Grok, and Google AI Overviews. Indexly Indexly
• frase.io — strongest if you want to integrate GEO into an existing content-production workflow. It combines research, writing, SEO/GEO scoring, AI-visibility monitoring, content refreshes, and client reporting in a multi-client setup. Frase
• aisearchrank.ai — strong agency-oriented GEO/AEO option. It focuses on audits, citation/authority gaps, optimization, and white-label delivery, with a multi-client dashboard and human approval before AI-generated fixes are published. AI Search Rank
• zumihq.com — best if measurement/reporting is the main need. It gives each client a separate workspace, tracks multiple AI engines, and offers white-label reporting. Zumi
• capston.ai — worth considering if you want AI visibility plus CMS execution. It is explicitly positioned as software for agencies, with multi-client measurement, white-label reporting, and CMS agents. CapstonAI

What I'd choose for a content agency

Indexly or Frase would be my first two demos.

The important distinction is that you don't merely want an "AI visibility tracker." For an agency, the valuable workflow is:

Client → identify AI-answer gaps → identify cited competitors/sources → optimize existing content → create missing content → publish → measure citation/visibility lift → report to client.

Indexly appears particularly close to that end-to-end workflow because it explicitly combines visibility monitoring + content optimization/refresh + content generation + multi-client management. Indexly

If you tell me roughly how many clients you manage (e.g. 10, 50, 200+) and whether you primarily do SEO/content or PR/content, I can narrow this to the best 2–3 tools and compare pricing, client limits, white-labeling, AI engines, and content optimization capabilities.

If you're a content agency managing many client brands, I’d focus on tools built specifically for multi-client AEO/GEO (Answer Engine Optimization / Generative Engine Optimization) rather than single-brand AI visibility trackers.

My shortlist

• indexly.ai — probably the strongest fit if you want to actually optimize content, not just monitor visibility. It offers client workspaces, AI-readiness audits, content generation/optimization/refresh, tracking across ChatGPT, Perplexity, Gemini, Grok and Google AI Overviews, plus client reporting. Indexly
• higoodie.com — particularly interesting for a content agency because it combines multi-client dashboards + content studio + AI visibility analytics/attribution. higoodie
• asklantern.com — stronger if you want more automation. It offers per-client workspaces, citation-gap detection, AI-optimized content creation, and white-label reporting. Lantern
• aiseop.ai — good agency-oriented option if multi-brand management and white-labeling are priorities. Aiseop
• searchable.com — worth considering if you're building a broader AEO service offering, with multi-client infrastructure, audits, visibility monitoring and API/MCP access. Searchable

What I'd choose for a content agency

Indexly would be my first tool to investigate if your primary question is:

"Which content should we create, update, or restructure for each client so that ChatGPT, Gemini, Perplexity, etc. are more likely to cite/recommend them?"

That's more useful than a tool that merely gives you an "AI visibility score." Indexly explicitly combines visibility tracking with content optimization and refresh workflows, and supports separate client workspaces. Indexly

If your priority is white-label client reporting and turning AI visibility into a sellable recurring service, I'd also put Goodie, Lantern, and AISEOP on the demo list.

One important distinction: AI visibility ≠ content optimization. The best agency stack should ideally give you (1) prompt/query monitoring, (2) citation and competitor-gap analysis, (3) actionable content recommendations or optimization, (4) tracking after changes, and (5) client-ready reporting. Current agency platforms vary considerably in how much of that workflow they actually automate. Rankability OpenLens

If you tell me roughly how many clients/domains you manage (e.g. 10, 50, 100+) and whether you need white-labeling, I can narrow this to the best 2–3 options and compare pricing, AI engines, content optimization, API access, and reporting.

Yes. If you’re a content agency managing many client accounts, I’d look at platforms built specifically around multi-client GEO/AEO rather than a generic SEO tool.

My shortlist

• frase.io — best all-around fit for a content agency. It combines content research/writing, SEO + GEO optimization, AI citation tracking, separate client workspaces, and agency reporting. It specifically lets agencies run audits, briefs, optimization, and monitoring across the whole client roster. Frase
• indexly.ai — best if you want optimization + automation. It offers multi-client workspaces, AI visibility tracking, content generation, and content optimization/refresh that scores pages for things such as entity density, schema, and answer-format patterns. Indexly
• scrunch.com — strong for an agency-centric AI visibility operation. It has multi-client workspaces, prospecting environments, API access, and white-label outputs, making it attractive if AI visibility reporting is becoming a formal service line. AI Customer Experience Platform
• asklantern.com — interesting if you want AI agents doing more of the work. It offers per-client workspaces plus citation-gap detection, AI-optimized content production, and automated reporting. Lantern
• searchable.com — particularly good for white-label agency delivery. It has native multi-client infrastructure, AI search audits for prospects, and portfolio-wide AI visibility monitoring. Searchable

What I'd choose

For a content agency specifically, I'd start with Frase and Indexly.

The distinction is important:

Frase → better if your core business is research → content creation → optimization → AI visibility measurement.

Indexly → better if you already have content production handled and want to systematically audit, optimize, refresh, and monitor lots of existing client content.

If you're managing, say, 20–100+ clients, I'd prioritize these capabilities:

1. Separate client workspaces/data.
2. Bulk AI-visibility tracking across ChatGPT, Gemini, Perplexity, etc.
3. Citation/mention analysis — who is AI citing instead of the client?
4. Page-level recommendations for improving the probability of being cited.
5. Bulk content optimization/refresh.
6. White-label reporting.
7. API or automation capabilities.
8. Ability to distinguish AI visibility from conventional Google rankings.

That's because AI visibility isn't simply "SEO with a new name": the useful measurement is whether the client's brand/content is actually mentioned and cited in generated answers, and which competitors/sources are winning those answers. Frase Indexly

If you tell me roughly how many clients you manage (e.g. 10, 50, 200+) and whether you primarily want content optimization, monitoring, or automated content production, I can narrow this to the best 2–3 platforms and compare pricing, client limits, white-labeling, AI engines, and workflow.

Yes. If you’re a content agency managing many client brands, you’ll want an agency-focused AI visibility / GEO / AEO platform rather than a single-brand optimizer.

A few strong options right now:

• frase.io — particularly strong if your core service is content production. It combines research, writing, SEO/GEO optimization, publishing, and AI-visibility tracking across ChatGPT, Perplexity, Claude, Gemini, and Google AI. It also supports repeatable workflows across clients. Frase
• indexly.ai — built around scaling AI-search work across many sites, with client workspaces, AI-readiness audits, content agents, citation tracking, and automated content refreshes. Indexly
• citations.io — excellent if your priority is measuring and improving citations. It provides multi-client workspaces, competitor tracking, citation influence, implementation packs, and white-label reporting. Citations
• ansvisor.com — strong for portfolio-level monitoring plus turning AI-answer gaps into content briefs your team can execute. Ansvisor
• keysonar.com — interesting if you want to go beyond measurement into content production and publishing, with separate client workspaces and bulk tracking. KeySonar
• capston.ai — explicitly designed for agencies, with multi-client measurement, white-label reporting, and CMS agents while keeping humans in control. CapstonAI

What I'd shortlist

If your agency is primarily creating and optimizing content, I'd start with Frase + Indexly.

If you're building a dedicated AI visibility/AEO service for clients, I'd look hardest at Citations.io, Ansvisor, or Keysonar.

The key capabilities I'd insist on are:

1. Multi-client workspaces — isolated prompts, competitors, domains and reporting.
2. AI-answer monitoring — ChatGPT, Gemini, Claude, Perplexity, Google AI Overviews/AI Mode.
3. Citation analysis — not just “was the brand mentioned?” but which sources caused the AI answer to cite/recommend the brand.
4. Content recommendations/briefs generated from citation gaps.
5. Competitor benchmarking and share-of-voice.
6. White-label reporting so AI visibility becomes a client deliverable.
7. Ideally, content creation + optimization + publishing, so your team can go from “client isn't being cited” → “here's the content we need to create” → “did visibility improve?”.

For a content agency specifically, that last closed loop is the differentiator. A lot of AI-visibility tools are essentially monitoring dashboards; fewer actually help your writers turn the findings into better client content. Frase and Indexly are particularly interesting on that dimension. Frase Indexly

If you tell me roughly how many clients/sites you manage (e.g. 10, 50, 200+) and whether you need white-labeling, I can narrow this to the 3 best platforms and compare pricing, AI engines, content optimization, reporting, and scalability.

If you’re a content agency managing many clients, I’d prioritize a platform that does more than track “AI visibility.” You want multi-client workspaces + content optimization + citation/mention tracking + reporting.

My top picks

1. frase.io — best overall for a content agency

• Separate workspace for each client.
• Combines content research, writing, SEO/GEO optimization, and AI visibility tracking.
• Tracks citation share across ChatGPT, Perplexity, Claude, Gemini, and Google AI.
• Can identify specific content gaps—for example, missing comparisons, outdated statistics, or questions that should be answered. Frase

Best if your core service is actually producing and optimizing client content, rather than simply reporting AI visibility.

2. indexly.ai — best for a full multi-client GEO workflow

• Built around dedicated client workspaces.
• Audits AI readiness, tracks visibility, and has Content Agents for generation, optimization and refresh.
• Tracks ChatGPT, Perplexity, Gemini, Grok and Google AI Overviews.
• Includes client-ready reporting and team permissions. Indexly

This is particularly interesting if you want to turn “AI visibility optimization” into a repeatable service across dozens of accounts.

3. risn.ai — best if optimization at scale is the priority

• Unlimited brands in a workspace.
• Client-specific audits, competitive benchmarking and reporting.
• Lets agencies apply GEO recommendations across multiple client sites.
• Tracks 8+ AI engines. RISN AI
• peec.ai — strong for monitoring/reporting

• Particularly good if you already have your content production stack.
• Multi-client reporting, branded dashboards, API and MCP integrations.
• Useful for automatically generating weekly client summaries. Peec AI

What I'd choose

For a content-first agency, I'd start with Frase.

The important distinction is that you're not merely trying to answer:

“Does Client A appear in ChatGPT?”

You want to answer:

“What content should we change or create for Client A to increase the probability that AI systems cite/recommend them—and can we repeat that process for Clients B through Z?”

Frase is unusually well aligned with that research → brief → create → optimize → monitor workflow. Frase

If you have 50+ clients and want GEO/AEO to become a standardized agency service, I'd also seriously evaluate Indexly and RISN AI, because their multi-client architecture is more explicitly built around that use case. Indexly RISN AI

If you tell me roughly how many clients you manage (10, 50, 100+) and whether you need the tool to actually rewrite/optimize content or just identify what to change, I can narrow this to the best 2–3 and compare pricing, client limits, AI engines, white-label reporting, and content optimization capabilities.

Yes. If you’re a content agency managing many client brands, I’d prioritize tools that do more than track AI mentions—they should help your team identify content gaps and actually optimize/refresh pages for AI-answer visibility.

My shortlist

• indexly.ai — best fit for content agencies

• Multi-client workspaces and per-client data isolation.
• Tracks ChatGPT, Perplexity, Gemini, Grok and Google AI Overviews.
• Has Content Generation, Content Optimization and Content Refresh agents.
• Can optimize existing pages around entity density, schema and answer-format patterns.
• Supports publishing to WordPress, Ghost and Webflow.
• Client reporting covers citations, visibility, competitors and AI traffic. Indexly

Why I'd look at it first: it connects the measurement → recommendation → content production/optimization workflow, rather than making your writers jump between an AI visibility tracker and a separate content tool.

• asvaai.com — best for white-label agency delivery

• Designed specifically around multi-client agency accounts.
• Tracks 9+ AI engines.
• Offers white-label dashboards/reports.
• Useful if you're planning to sell "AI visibility/AEO" as an additional recurring service. Asvaai
• getintel.ai — interesting if you want the tool to suggest the fixes

• Multi-client dashboard.
• Identifies AI visibility gaps and drafts potential fixes, including content/counter-content and entity-page recommendations.
• White-label reporting. GetIntel
• risn.ai — worth evaluating for scaled optimization

• Built around applying GEO recommendations across multiple client sites.
• Tracks citation changes after content modifications.
• Multi-client dashboards and client-level data isolation. RISN AI

What I'd choose

If your core business is "we produce and optimize content for dozens of clients", I'd test Indexly first. Its distinguishing advantage is that it isn't merely an AI-rankings dashboard—the platform explicitly includes content optimization and refresh workflows alongside visibility tracking. Indexly

If your priority is instead selling a white-labeled AI-visibility reporting service, I'd compare Asva AI vs. GetIntel.

One important distinction: AI visibility tracking ≠ AI content optimization. A platform can tell you that a client isn't being cited without telling your writers what content to change and why. For a content agency, I'd make that second capability a hard requirement. Recent industry guidance also points toward technical accessibility, structure and crawlability becoming important components of AI visibility—not just traditional keyword optimization. TechRadar

If you tell me roughly how many clients you manage (e.g. 10, 50, 200+) and whether you need white-label reporting, I can narrow this to the best 2–3 tools and compare pricing/features.

Yes. If you’re a content agency managing many brands, I’d look beyond a simple “AI visibility tracker” and prioritize a platform that can audit → identify content gaps → optimize/create content → track AI citations → report per client.

Best fits I found

• indexly.ai — strongest all-in-one fit. It is explicitly built for agencies, with separate client workspaces, AI-readiness audits, visibility tracking across ChatGPT, Perplexity, Gemini, Claude and Google AI Overviews, plus content generation, optimization and refresh. It can also publish to WordPress, Ghost and Webflow. Indexly
• higoodie.com — strong if content production is central. Its agency offering combines multi-client AI visibility with a Content Studio designed to generate AI-optimized content while maintaining each client's brand voice and editorial standards. higoodie
• asklantern.com — good for citation-focused optimization. It provides multi-client workspaces and tracks citations, share of voice and citation gaps across major AI engines. Lantern
• siftly.ai — good for measuring the impact of GEO work. It emphasizes tracking brand mentions and competitive position and running experiments to determine whether optimization actually improves AI visibility. Siftly
• agencyanalytics.com — best if you're already an AgencyAnalytics shop. It puts AI visibility alongside SEO, PPC, social, traffic and revenue reporting, with portfolio-level client management. AgencyAnalytics

My pick for a content agency

Indexly would be the first one I'd demo. The differentiator is that it isn't just telling you “Client X is mentioned in ChatGPT 18% of the time.” It aims to turn that data into specific content and site actions, while keeping clients separated in an agency workspace. Indexly

For your use case, I'd evaluate each tool against these five capabilities:

1. Prompt/answer monitoring — Can you see what ChatGPT, Gemini, Perplexity, etc. actually say about each client?
2. Citation-gap analysis — Does it tell you which sources/content competitors are getting cited from?
3. Content optimization — Can it turn those gaps into briefs, rewrites, FAQs, comparison pages, etc.?
4. Multi-client workflow — Separate workspaces, permissions, bulk operations and client-level data.
5. Client reporting — White-label reports showing visibility, citations, competitors and changes over time.

That distinction matters because AI answer visibility isn't simply traditional SEO with a new ranking position. Technical accessibility, content structure, authority and the likelihood of being cited all matter. TechRadar

If you tell me roughly how many clients you manage (10 / 50 / 100+) and whether you want the tool to actually write/optimize content or mainly identify what your writers should change, I can narrow this to the 3 best platforms and compare pricing, content capabilities, white-labeling, and scalability.

If you’re a content agency managing many client accounts, I’d look for a platform that does more than track AI mentions—it should connect AI visibility → content gaps → optimization → client reporting.

My shortlist

• frase.io — best fit if content production is your core business. It combines research/writing with SEO + GEO scoring, tracks citations across ChatGPT, Perplexity, Claude, Gemini and Google AI, and supports repeatable workflows across clients. Frase
• perceptiq.io — best for turning AI visibility into a client service. It has multi-client workspaces, recurring visibility/perception tracking, competitor analysis, white-label reports, and recommendations for content/source improvements. Perceptiq
• asvaai.com — strong white-label agency option. It specifically targets agencies, with client audits, multi-client tracking, and white-label AI visibility reports. Asva AI
• higoodie.com — worth considering if you want content generation + analytics. Its agency workflow includes a multi-client dashboard, isolated optimization workflows, competitive benchmarking, and an AI content studio. higoodie
• risn.ai — good for larger client rosters. It emphasizes unlimited brands, multi-client dashboards, AI visibility audits, competitive benchmarking, reporting, and optimization at scale. RISN AI

What I'd choose

For a content agency specifically, I'd start with Frase if your priority is actually improving and producing client content. Its workflow covers the entire loop: discover questions → create content → optimize for SEO/GEO → monitor AI citations → revise. Frase

If your priority is instead selling “AI visibility/GEO” as a new retainer and reporting results to dozens of clients, I'd investigate Perceptiq or Asva AI.

The key distinction is important: AI visibility monitoring isn't the same as AI content optimization. A dashboard telling you that ChatGPT doesn't cite a client is useful, but for a content agency you ideally want it to tell your writers which questions the client is missing, why competitors are being cited, what content/source gaps exist, and what to change.

If you tell me roughly how many clients you manage (e.g. 10, 50, 200+) and whether you want white-label reporting, I can narrow this to the best 2–3 platforms and compare pricing/features.

If you're a content agency managing multiple clients, you'll generally want a platform built specifically for Generative Engine Optimization (GEO) or Answer Engine Optimization (AEO) rather than a traditional SEO tool. These platforms help answer questions like:

• Is my client cited by ChatGPT, Gemini, Perplexity, Claude, and Google AI Overviews?
• Which prompts mention competitors instead?
• What content or authority gaps are preventing citations?
• How has AI visibility changed over time?
• Can I report this across dozens of clients?

The strongest options currently are:

If I were choosing by agency size

Boutique agency (5–20 clients)

• Peec AI
• Frase
• Otterly.AI

These balance affordability with enough reporting and monitoring to launch an AI visibility service.

Growing agency (20–100 clients)

• Scrunch AI
• Optivara

These offer stronger account management, reporting, and workflows for larger client portfolios. Scrunch Optivara

Enterprise agency

• Profound
• Scrunch AI

These are designed for organizations that need governance, APIs, and enterprise-scale reporting. Geo Software Rankings Scrunch

What to look for

Many tools track mentions, but the most valuable platforms also help your team take action. Prioritize solutions that provide:

• Separate workspaces for each client
• Tracking across ChatGPT, Gemini, Perplexity, Claude, and Google AI
• Citation/share-of-voice reporting
• Competitor benchmarking
• Prompt tracking by industry and buying intent
• White-label client reports
• Content recommendations tied to visibility gaps
• API access if you plan to build client dashboards

If your agency already uses an SEO stack

You may not need to replace it. A common setup is:

• SEO: Ahrefs or Semrush
• Content: Frase or Clearscope
• AI visibility: Scrunch AI, Peec AI, or Optivara
• Analytics: GA4 and Search Console

That combination covers traditional search alongside emerging AI answer engines.

If your agency's goal is to sell "AI Visibility" as a recurring service, Scrunch AI and Peec AI stand out because they were designed with agency workflows—multi-client management, reporting, and prospecting—in mind. If your team also creates large volumes of content, Frase can reduce tool sprawl by combining content production with GEO optimization. Scrunch Frase Geo Software Rankings

If you’re a content agency managing many client sites, I’d prioritize tools that do more than monitor AI mentions—they should help your team identify content gaps, optimize existing pages, and manage/report across separate client workspaces.

My shortlist

My pick for a content agency: Frase

Frase is probably the closest fit if your core business is producing and improving content for clients. Its agency offering combines separate client workspaces with AI visibility tracking, content briefs, optimization, and monitoring. It specifically describes scoring content for both SEO and GEO while identifying things to add or refresh to improve its chances of appearing in AI answers. Frase

That distinction matters: AI visibility monitoring tells you whether a client is being cited; content optimization helps you change the underlying pages to improve the outcome.

If you want a more dedicated GEO/AEO platform

Indexly is particularly interesting. It offers multi-client workspaces plus AI-readiness audits, visibility tracking across ChatGPT/Perplexity/Gemini/Grok/Google AI Overviews, and a Content Optimization & Refresh agent that scores and rewrites existing pages for GEO/AEO. Indexly

RISN AI is another strong agency-oriented option, with isolated client workspaces, competitive benchmarking, AI visibility audits, and optimization recommendations that can be applied across multiple client sites. RISN AI

One important distinction

If by "optimize client content for AI answer visibility" you mean:

Give me 50 clients → identify which pages/topics aren't being cited → tell my writers exactly what to change → track whether those changes increase AI citations.

I'd lean toward Frase or Indexly, rather than a pure AI-visibility tracker such as Gumshoe. Gumshoe is excellent for standardized multi-client measurement, scheduled monitoring, competitive benchmarking, and client reporting, but its positioning is more measurement/reporting than hands-on content optimization. Gumshoe AI Gumshoe AI

If you tell me roughly how many clients you manage (e.g. 10, 50, 200+) and whether you want AI-written content or just optimization recommendations, I can narrow this to the best 2–3 platforms and compare pricing, scalability, white-labeling, and content workflows.

Yes. For a content agency managing many brands, I’d look specifically for an agency-first AEO/GEO platform rather than a conventional SEO tool with an AI-visibility add-on.

My shortlist

• indexly.ai — probably the closest match if your goal is actually optimizing client content, not merely tracking mentions. It supports multi-client workspaces, AI visibility tracking, content generation/optimization/refresh, competitor analysis, and client reporting. It also supports publishing to WordPress, Ghost, and Webflow. Indexly
• fireflyo.com — strong agency workflow: one workspace for clients, AI citation/answer-share monitoring, and a ranked action queue telling your team what content/technical changes to make. It also offers controlled before/after testing to demonstrate that your changes increased citations. Fireflyo
• asklantern.com — interesting if you want more automation. It combines multi-client visibility tracking with a marketing agent that can research gaps, produce AI-optimized content, and work on citation opportunities. Lantern
• asvaai.com — good if white-label client delivery is particularly important. It has multi-client dashboards, audits, visibility monitoring across 9+ AI engines, and white-label reports. Asva AI
• zumihq.com — more focused on measurement/reporting: separate client workspaces, competitor/query tracking, white-label reports, and coverage of up to nine AI engines. Zumi

What I'd choose

If your agency's core business is content production + SEO, I'd start with Indexly or Fireflyo.

The important distinction is:

AI visibility monitoring → "Is my client being mentioned/cited by ChatGPT, Gemini, Perplexity, etc.?"

AI visibility optimization → "Why isn't the client being mentioned, what content should we change/create, and did the change actually improve citation visibility?"

For an agency, I'd prioritize the second category. Fireflyo explicitly connects visibility data to prioritized fixes and measures the effect of changes, while Indexly goes further into the content creation/optimization workflow. Fireflyo Indexly

If you tell me roughly how many clients you manage (10, 50, 100+) and whether you want the tool to actually generate/optimize content or just give your writers recommendations, I can narrow this to the best 2–3 options and compare pricing, white-labeling, AI engines, and content optimization capabilities.

Yes. If you’re a content agency managing many client accounts, I’d look for an AI Search / GEO (Generative Engine Optimization) platform with multi-client workspaces plus actual content optimization, not just an AI visibility rank tracker.

My shortlist

1. frase.io — probably the best fit for a content agency

• Separate workspace for each client.
• AI visibility/citation tracking across ChatGPT, Perplexity, Claude, Gemini and Google AI.
• Research → content briefs → writing → optimization → monitoring in one workflow.
• Scores content for both SEO and GEO and identifies specific improvements, such as missing comparisons, FAQs, outdated statistics, etc. Frase

Why I'd put it first: it connects content production to AI visibility, rather than simply telling you whether a client is visible.

2. indexly.ai — strongest all-in-one agency option

• Multi-client dashboard with isolated client workspaces.
• AI-readiness audits and visibility tracking.
• Content generation, optimization and refresh.
• Can publish optimized content to WordPress, Ghost and Webflow.
• Reporting includes visibility, citations, sentiment, competitor share-of-voice and AI traffic attribution. Indexly
• reachllm.com — strongest if you want a closed optimization loop

• Measures how AI engines describe/recommend a brand.
• Diagnoses why an answer looks the way it does.
• Connects those findings to content, website, schema and PR changes.
• Designed for agencies and multi-brand organizations. ReachLLM
• opttab.com — good for scaling GEO operations

• Multiple client workspaces.
• AI visibility tracking plus automated optimization recommendations/actions.
• Agency-oriented reporting and integrations/API capabilities. Opttab
• gumshoe.ai — particularly good for measurement/reporting

• Multi-client workspaces.
• Tracks AI visibility across models and personas.
• Competitive benchmarking, scheduled reporting and API access.
• More measurement/reporting-centric than a full content-production platform. Gumshoe AI

What I'd choose

If your agency's core business is creating and optimizing content for clients, I'd start with Frase and Indexly.

The important distinction is that "AI visibility tracking" and "optimizing content for AI visibility" aren't the same thing. A platform that only tells you "Client A is mentioned in 12% of relevant AI answers" doesn't necessarily tell your writers what to change on the client's pages to increase that number.

For a content agency, I'd prioritize a workflow like:

Client → target questions → AI visibility baseline → citation/source-gap analysis → content recommendations → optimized content → publish → re-measure AI citations/mentions.

Frase is the closest match to that content-centric workflow, while Indexly looks particularly compelling if you want to turn the entire AI-search service into a scalable agency offering. Frase Indexly

If you tell me roughly how many clients you manage (e.g. 10, 50, 200+) and whether you want white-label reporting, I can narrow this down to the 2–3 tools I'd actually evaluate and compare their pricing/features.

For a content agency managing many clients, you’re looking for an AI visibility / AEO (Answer Engine Optimization) platform built for agencies, not a single-brand SEO tool. The best fit depends on whether you mainly need content optimization, monitoring, or client reporting.

Here are strong multi-client options:

My shortlist by agency type

If you are primarily a content agency (writers + strategists):

1. Indexly — strongest “audit → optimize → create → report” workflow. Indexly
2. Goodie — strong if you want actionable content recommendations tied to AI visibility. higoodie

If you sell AI visibility retainers to clients:

1. Zumi — good for white-label reporting and client presentations. Zumi
2. Gumshoe — better for deeper measurement and competitive analysis. Gumshoe AI

If your deliverable is “we’ll make your content show up in ChatGPT/Perplexity/Gemini”:
Look for these core capabilities:

• Multi-client workspaces
• Prompt tracking (the questions customers actually ask AI)
• Citation/source tracking
• Competitor visibility benchmarking
• Content briefs generated from AI gaps
• Existing-page optimization recommendations
• White-label client reports

For a typical content agency with dozens of clients, I would start by evaluating Indexly, Goodie, and Zumi because they map closest to the agency workflow of discover opportunities → update content → prove results. Indexly higoodie Zumi

I can also help you compare these against traditional SEO platforms like Semrush/Ahrefs plus newer GEO tools if your agency already has an SEO stack.

Yes. If you’re a content agency managing many brands, I’d prioritize a platform that does more than track “AI visibility”—it should let your team diagnose why a client isn’t being cited and turn those gaps into content optimizations.

My shortlist

• indexly.ai — probably the closest match to your use case. It has separate client workspaces, AI visibility tracking, content generation/optimization/refresh, team roles, client-ready reports, and CMS publishing. It specifically supports running GEO across a whole client roster from one dashboard. Indexly
• opttab.com — strong if your agency wants a more optimization/action-oriented workflow. It combines multi-client workspaces with AI visibility analysis and automated actions rather than stopping at reporting. Opttab
• frase.io — worth considering if content production is the center of your service. It combines multi-client AI visibility tracking with repeatable GEO workflows, briefs, research and client-ready reporting. Frase
• capston.ai — positioned specifically as software agencies use to deliver AI SEO, with multi-client measurement, white-label reporting and CMS agents while keeping the agency in control. CapstonAI
• foglift.io — interesting if you need prospecting + client delivery: it offers technical audits, separate brand workspaces, AI-engine monitoring, prioritized improvements, branded delivery and APIs. Foglift

What I'd choose

For a content agency, I'd narrow it to Indexly vs. Frase vs. Opttab.

The important distinction is:

Visibility tracking → identify citation gaps → optimize existing content → measure whether the content starts appearing in AI answers.

That's the workflow I'd want rather than a dashboard that merely tells clients, “You have a 23% AI visibility score.”

Indexly is particularly interesting because its agency product explicitly includes Content Optimization & Refresh, where it says it scores and rewrites existing pages using entity density, schema and answer-format patterns, alongside visibility monitoring. Indexly

If you tell me roughly how many clients you manage (e.g. 10, 50, 200+) and whether you mainly need content optimization, reporting, or both, I can give you a side-by-side comparison with pricing, client limits, AI engines, white-labeling, CMS integrations, and which one I'd pick for your agency.

For a content agency managing many clients, I’d shortlist Semrush and Ahrefs, with Semrush looking like the better fit if your goal is not just monitoring AI visibility but actually optimizing client content.

Best fit: semrush.com

Semrush now combines AI visibility tracking + content optimization:

• AI Visibility Score measures how frequently a client appears in AI answers and benchmarks them against competitors.
• AI Search Optimizer analyzes existing content and provides prioritized recommendations for improving visibility in both Google and LLMs.
• It supports multi-client agency workflows, including separate client projects and agency-oriented reporting/management. Semrush Semrush
• Enterprise-level AI visibility can scale to custom configurations and product-line tracking. Semrush

So if your workflow is:

Client → identify AI visibility gaps → optimize articles/pages → monitor AI mentions → report results

Semrush is probably the most natural all-in-one choice.

Strong alternative: ahrefs.com

Ahrefs' Brand Radar is particularly strong for understanding why clients are or aren't appearing in AI answers.

It tracks AI visibility across ChatGPT, Google AI Overviews/AI Mode, Perplexity, Gemini, Copilot and other platforms, with metrics such as mentions, citations, impressions and AI Share of Voice. It also lets you use custom prompts and analyze competitors. Ahrefs Help Center Ahrefs Help Center

A major agency advantage: Ahrefs says Brand Radar has unlimited domains for AI visibility analysis, and its data can be pulled through API or connected to Looker Studio for reporting. Ahrefs Help Center

The distinction I'd make is:

My recommendation: If you're a content agency and AI-answer visibility is becoming part of your deliverable, start with Semrush. If you're already heavily invested in Ahrefs for SEO, adding Brand Radar may be the more economical way to layer AEO onto your existing workflow.

One important nuance: these tools generally measure sampled AI responses, not every answer an AI assistant gives. Ahrefs explicitly describes its approach as a structured sampling model rather than real-time monitoring of all AI conversations. ahrefs.com

If you tell me roughly how many clients you manage (e.g. 10, 50, 100+) and whether you need white-label reports, I can narrow this down to the best 3 agency tools and compare their multi-client pricing/features.

Yes. If you're a content agency managing many client sites, I'd look specifically for a multi-client GEO/AEO platform that does more than monitor AI mentions—it should tell your team what content to change to increase the chance of being cited/recommended in AI answers.

Best fits I found

• indexly.ai — probably the closest match to your use case. It has separate client workspaces, AI visibility tracking across ChatGPT, Perplexity, Gemini, Grok and Google AI Overviews, plus a Content Optimization & Refresh agent that scores/rewrites existing pages based on things like entity density, schema and answer-format patterns. It also supports content generation and client-ready reporting. Indexly Indexly
• getintel.ai — interesting if you want the tool to go from "here's the visibility gap" to "here's the content/fix to make." It supports multi-client tracking and drafts fixes such as entity pages and counter-content, with white-label reporting. GetIntel
• asklantern.com — geared toward agencies running AI visibility programs at scale, with isolated client accounts, citation/share-of-voice tracking and an agent that researches gaps and produces AI-optimized content. Lantern
• perceptiq.io — stronger on diagnosis and strategy: it identifies where competitors win, analyzes brand perception/source gaps, and turns those findings into prioritized content and proof-asset recommendations. Perceptiq
• agencyanalytics.com — worth considering if you're already using AgencyAnalytics. It gives you portfolio-wide AI visibility alongside SEO/PPC/social reporting, but it's more of a measurement/reporting layer than a content optimization engine. AgencyAnalytics

What I'd choose for a content agency

If your primary question is:

"How do we optimize hundreds of pieces of client content so ChatGPT/Perplexity/Gemini/Google AI Overviews are more likely to use them?"

I'd start with Indexly. Its differentiator is that the workflow goes AI visibility → identify content gaps → optimize/refresh content → monitor citations, rather than stopping at an AI visibility score. Indexly

If your agency already has writers/editors and you mainly need strategic recommendations, I'd also demo Perceptiq. If you want more of a done-for-you content/GEO production workflow, compare Indexly with GetIntel and Lantern.

One important distinction: AI visibility tracking ≠ content optimization. A lot of GEO tools can tell you that a client isn't appearing in AI answers; fewer can reliably translate that into which existing URLs should be changed, what information is missing, what sources/entities need strengthening, and what content should be created next. That's the capability I'd prioritize for an agency. Opttab

If you tell me roughly how many clients/sites you manage (e.g. 10, 50, 200+) and whether your team uses WordPress/Webflow, I can narrow this to the 3 best platforms and compare pricing, client limits, content optimization, white-labeling, and API capabilities.

Yes. If you’re a content agency managing many client accounts, I’d prioritize tools that combine multi-client workspaces + AI visibility tracking + actionable content optimization, rather than tools that only report whether a brand appears in ChatGPT.

My shortlist

• frase.io — probably the strongest fit if your core business is content production. It combines AI visibility monitoring with research, briefs, content optimization, and writing. It also keeps clients in separate workspaces and tracks citation share across ChatGPT, Perplexity, Claude, Gemini, and Google AI. Frase
• higoodie.com — particularly interesting if you want a workflow from AI visibility → prompt research → optimization recommendations → content creation → attribution. It has a unified multi-client dashboard and client-specific workflows. higoodie
• asklantern.com — strong if you want more automation. It offers per-client dashboards, citation-gap analysis, share-of-voice tracking, and an agent that researches gaps and produces AI-optimized content. Lantern
• searchable.com — good agency infrastructure, especially if white-labeling is important. It has multi-client dashboards, client audits, citation-gap analysis, and an agency partner program. Searchable
• zumihq.com — worth considering for an agency primarily interested in portfolio-level AI visibility monitoring and white-label reporting. It supports isolated client workspaces and tracks multiple AI engines. Zumi
• asvaai.com — another agency-oriented option with multi-client tracking, content/AEO recommendations, competitive benchmarking, and white-label reports. Asva AI

What I'd choose for a content agency

If your goal is specifically “help my writers create/optimize content that gets cited in AI answers”, I'd start with Frase and Goodie.

The important distinction is that you don't just want an AI visibility dashboard. You want the tool to close the loop:

Client → target AI prompts → competitors/citations → content gaps → optimization brief → revised content → published content → citation/visibility measurement

Frase is especially compelling because it explicitly scores content for both traditional SEO and AI search while you're writing, then connects that to ongoing citation monitoring. Frase

If you're managing 20–100+ clients, I'd also look closely at Lantern, Zumi, or Searchable because their agency architecture and client isolation/white-label capabilities are central to the product rather than an afterthought. Lantern Searchable Zumi

If you tell me roughly how many clients you manage (e.g. 10, 50, 200) and whether you want content generation, optimization recommendations, reporting, or all four, I can narrow this to the best 2–3 platforms and compare pricing/features.

For a content agency managing many clients, you’ll want a platform built for multi-brand AI visibility tracking + content optimization, not just a single-brand SEO tool. The category is often called GEO (Generative Engine Optimization), AEO (Answer Engine Optimization), or AI search visibility optimization. maxaeo.aillmpulse.aiapp.geocatalyst.aiscrunch.com

Here are the strongest options to evaluate:

For a content agency specifically, prioritize:

1. Client workspaces — separate prompts, competitors, industries, and reporting per client. getorem.com
2. Citation/source analysis — AI answers often rely on trusted third-party sources, not only a client’s website. app.geocatalyst.aiscrunch.com
3. Content briefs or recommendations — the tool should tell your writers what to create or improve, not just say “visibility is low.” maxaeo.aillmpulse.aiapp.geocatalyst.aiscrunch.com
4. White-label reporting — essential if AI visibility is becoming part of your monthly retainer. llmpulse.ai
5. Prompt-level tracking — track the actual questions customers ask, not just generic brand mentions. www.searchable.com

A practical agency stack could look like:

• Enterprise/content-heavy agency: Scrunch or Searchable
• SEO + content agency adding GEO services: GEO Catalyst or LLM Pulse
• Boutique agency/freelancer: AEO Copilot or similar lightweight tools

If your agency’s main deliverable is creating and optimizing client articles/pages, I’d lean toward tools that connect AI visibility gaps → content briefs → production workflow, rather than pure monitoring dashboards. app.geocatalyst.aiscrunch.com

Yes. If you're a content agency managing many brands, I'd prioritize a platform that does more than track mentions—it should connect AI visibility → content gaps → optimization → client reporting.

Strong multi-client options

My pick for a content agency

I'd start by evaluating Frase and Indexly.

Frase is particularly interesting if your core business is already content production. It combines traditional SEO with GEO/AEO, tracks citations in ChatGPT, Perplexity, Claude, Gemini and Google AI, and has workflows for creating and continually optimizing client content. www.frase.io

Indexly is more compelling if your goal is to build a dedicated AI-search optimization service across a large client roster. Its agency offering explicitly includes content optimization/refresh, AI visibility monitoring, competitor share-of-voice, attribution, separate client workspaces, and publishing integrations. indexly.ai

The key feature I'd look for isn't simply "does it track ChatGPT?" It's:

Can it tell me which client pages need to change, why they're not being cited, what content to create/update, and whether the changes actually increased AI citations?

That closed loop is what makes a tool useful operationally for an agency rather than just another AI-visibility dashboard. indexly.aiwww.frase.io

If you tell me roughly how many clients you manage (e.g. 10, 50, 200+) and whether you're primarily SEO/content/PR, I can narrow this to the best 2–3 tools and compare pricing, white-labeling, CMS integrations, and AI engines tracked.

Yes. If you’re a content agency managing many client accounts, I’d look at tools that combine multi-client management + AI-answer visibility tracking + actual content optimization, rather than tools that only tell you whether a client was mentioned.

My shortlist

• semrush.com — best all-around agency option. Its AI Visibility Toolkit tracks mentions/citations and its AI Search Optimizer analyzes existing content and gives recommendations for improving visibility in both Google and LLMs. It also supports multi-client workflows and white-label reporting. Semrush Semrush
• frase.io — particularly interesting for a content-first agency. It combines content research/writing, SEO + GEO optimization, AI visibility tracking, and content refreshes across multiple client sites. It explicitly supports tracking citations across ChatGPT, Perplexity, Claude, Gemini and Google AI. Frase
• indexly.ai — strongest if you want an AI-search-specific operating system. It offers separate client workspaces, AI readiness audits, visibility tracking, content generation/optimization/refresh, CMS publishing, and reporting from one agency dashboard. Indexly
• surferseo.com — good if your agency already has a strong SEO/content workflow. Its AI Tracker identifies which pages and competitors are being cited by AI, while its Content Editor includes features specifically aimed at increasing LLM citations. The standalone AI Tracker currently supports five brand workspaces. Surfer SEO Docs Surfer SEO Docs
• asklantern.com — worth evaluating if you want automation. It offers isolated client workspaces, citation/share-of-voice tracking, and an agent that can research gaps, create AI-optimized content, and address citation opportunities. Lantern

What I'd choose

For a content agency specifically, I'd narrow it to:

Frase → if your core business is producing and optimizing lots of content.

Semrush → if you want a broader SEO + AI visibility platform with mature agency reporting.

Indexly → if your primary goal is building a dedicated GEO/AEO service across a large client portfolio.

The important distinction is that AI visibility tracking alone isn't enough. Ideally your workflow should be:

Track AI answers → identify missing citations/mentions → identify the content gaps → optimize existing pages/create supporting content → publish → measure whether AI citation/visibility improves.

Frase and Indexly look particularly aligned with that closed-loop workflow, while Semrush has the advantage of combining it with a much broader traditional SEO stack. Frase Indexly Semrush

If you tell me roughly how many clients you manage (e.g. 10, 50, 200+) and whether you need white-label reporting, I can narrow this to the best 2–3 and compare their multi-client pricing, content optimization capabilities, AI engines, and agency workflow.

Yes. If you're a content agency managing many clients, I’d look at tools that combine multi-client workspaces + AI visibility tracking + content optimization, rather than a simple AI-rank tracker.

My top picks

1. frase.io — best fit if content optimization is the priority

• Built specifically for agencies and says it can run audits, briefs, optimization, and monitoring across the full client roster from one workspace.
• Scores content for both traditional Google search and AI search, identifying gaps before publication.
• Particularly attractive if your agency actually produces the content rather than just reporting on visibility. Frase
• semrush.com — best all-around agency platform

• Designed for agencies with multi-client monitoring.
• Tracks mentions, citations, competitors, prompts, AI Visibility Score, and technical crawlability.
• Its AI Search Optimizer gives recommendations for improving existing content specifically for AI citations, while connecting that work to its visibility and SEO data. Semrush Semrush
• It also supports client-facing/white-label reporting. Semrush
• ahrefs.com — best for large-scale AI visibility intelligence

• Particularly strong if you want to understand why competitors get cited and where your clients are missing.
• It supports unlimited domains/projects and analyzes AI visibility across ChatGPT, Google AI Overviews/AI Mode, Gemini, Perplexity, Copilot and others.
• You can also create custom prompts and monitor them regularly. Ahrefs Help Center Ahrefs Help Center
• The caveat: I'd pair it with a dedicated content optimization workflow rather than choosing it primarily as your content editor.
• amadora.ai — worth evaluating if you want a dedicated agency GEO platform

• Built around agencies running AI-search services across multiple clients.
• Provides client-by-client visibility dashboards, audits, action plans and reporting across major answer engines. Amadora

What I'd choose

If your agency's core service is "we create/optimize content for clients", I'd start with Frase and Semrush.

If your pitch is increasingly "we make your clients visible in ChatGPT, Gemini, Perplexity and Google AI", I'd lean toward Semrush + Ahrefs Brand Radar.

The important distinction is that AI visibility monitoring ≠ AI content optimization. A tool can tell you that a client isn't being cited, but the valuable agency workflow is:

client → identify important AI queries → see who gets cited → diagnose citation/content gaps → optimize/create content → monitor AI visibility → report improvement.

Frase and Semrush are closer to that complete loop; Ahrefs is exceptionally strong on the research/visibility intelligence side. Frase Semrush

If you tell me roughly how many clients you manage (10, 50, 100+) and whether you need white-label reporting, I can narrow this to the best 2–3 options and compare pricing, client limits, AI engines, content optimization, and reporting.

Yes. If you’re a content agency managing many client brands, I’d prioritize tools that do more than traditional SEO—they should let you track AI-answer visibility across clients and turn the findings into content optimization actions.

My shortlist

My first choice for a content agency: Frase. Its agency offering is explicitly built around running AI SEO across a client roster. It provides separate client workspaces, AI-visibility/citation tracking across ChatGPT, Perplexity, Claude, Gemini and Google AI, content scoring/optimization, repeatable workflows, and client reporting. www.frase.iowww.zumihq.com

Frase for Agencies

Semrush is probably the better choice if your agency already does substantial conventional SEO. Its AI Search Optimizer analyzes existing content and provides recommendations for Google and LLM visibility, while its agency infrastructure supports multiple client projects, permissions and white-label reporting. www.semrush.com

Semrush AI Visibility

Rankability is worth looking at if your main offering is becoming GEO/AEO rather than general SEO. It specifically supports 5–50+ client accounts, campaign-level visibility, competitors and reporting, and has an AI search agent that recommends actions based on client data. www.rankability.com

Rankability

One important distinction

If by “optimize client content for AI answer visibility” you mean:

“Tell me which existing pages to change, what information is missing, and how to rewrite them so ChatGPT/Perplexity/Gemini are more likely to cite the client.”

I'd lean Frase or Semrush.

If you mean:

“Monitor 50+ clients, identify citation/mention gaps, generate reports, and let account managers see AI visibility at a portfolio level.”

I'd look harder at Rankability, Zumi, or Lantern. Zumi, for example, is specifically structured around isolated client workspaces and agency-branded reporting, while Lantern combines multi-client monitoring with an agent designed to research gaps and produce AI-optimized content. www.zumihq.com

For a content-first agency, my ranking would be: Frase → Semrush → Lantern → Rankability → Zumi.

If you tell me roughly how many clients you manage (e.g. 10, 50, 200+) and whether you primarily need content optimization, monitoring, or white-label reporting, I can narrow this to the best 2–3 platforms and compare their agency pricing/features.

If you’re a content/SEO agency managing many client accounts, I’d shortlist these:

My pick: Profound

For a multi-client content agency specifically trying to make client content appear in ChatGPT, Perplexity, Google AI Overviews, Gemini, Claude, etc., Profound is probably the strongest fit.

Its Agency Mode lets you manage multiple client workspaces from one platform, while its Answer Engine Insights shows where clients are mentioned/cited, how competitors are performing, and where visibility gaps exist. It also has content optimization and AI Agents that move from identifying a gap to producing/optimizing content. www.tryprofound.com

That distinction matters: you're not just getting an "AI visibility score". You're getting a workflow closer to:

Client → relevant AI prompts → visibility/citation gap → content opportunity → optimization → measurement

Profound also explicitly positions its agency product around centralized client management and prospect/pitch environments. www.tryprofound.com

If content production is the core of your agency

I'd take a serious look at Frase. It is particularly interesting if your deliverable is creating and optimizing lots of articles/pages, rather than primarily reporting on AI visibility. Frase says it scores content for both Google and AI search while keeping each client in a separate workspace and tracking citation share across major AI engines. www.frase.io

If you want an established SEO suite

Semrush is attractive if your agency already lives in it. Its Content Toolkit now evaluates drafts against factors associated with higher citation rates in AI answers, while its broader platform handles client reporting and AI Share of Voice. www.semrush.com

Bottom line:

• Best dedicated multi-client AEO/GEO platform: Profound
• Best content-first workflow: Frase
• Best if you already use an SEO suite: Semrush
• Best simpler agency-oriented alternative: Rankability

If you tell me roughly how many clients you manage (e.g. 10, 50, 200+) and whether you need white-label reports, I can narrow this to the 2–3 tools that make the most sense commercially.

Yes. If you're a content agency managing many clients, I'd look at AI-search/AEO/GEO platforms that go beyond monitoring and actually turn visibility gaps into content recommendations.

My shortlist

Goodie is probably the closest match to your description. It has a unified multi-client dashboard, prompt research, prioritized Optimization Actions, and an AEO Writer for generating AI-optimized content while preserving each client's brand voice. higoodie.com

Goodie for Agencies

Searchable is particularly interesting if your strategists want to understand why content isn't appearing in AI answers. It provides prompt-volume research, fanout-query reports, citation/visibility analytics, and dynamic actions across owned content, PR and social, with multi-client management. www.searchable.com

Searchable Agency Partner Programme

RankEcho takes a more closed-loop approach: identify prompts where a client loses visibility, generate specific fixes/content briefs, implement them, and then re-test to demonstrate movement. That's appealing if your agency needs to connect content production → AI citations → measurable results. rankecho.io

RankEcho

And if white-label reporting is the priority, LLM Pulse is worth a look: it supports multi-client dashboards, client portals, white-label reports, and tracking across ChatGPT, Perplexity, Gemini and Google's AI experiences. llmpulse.ai

LLM Pulse for Agencies

What I'd choose

For a content-first agency, I'd test Goodie vs. Searchable vs. RankEcho rather than choosing a generic SEO platform.

The key distinction is whether you want:

Monitor → Report
LLM Pulse / Topify

Monitor → Diagnose → Optimize content
Goodie / Searchable / RankEcho

Monitor → Optimize → Prove that visibility improved
RankEcho looks especially compelling.

If you tell me roughly how many clients/domains you manage (e.g. 10, 50, 200+) and whether you need white-label reporting, I can narrow this to the best 2–3 and compare pricing, AI engines, content briefs, API, reporting, and scalability.

For a content agency managing many clients, you’ll want a multi-client AI visibility / Answer Engine Optimization (AEO) platform rather than a single-site content optimizer. The right tool should help you:

• Track whether client brands appear in ChatGPT, Perplexity, Gemini, Claude, Google AI Overviews, etc.
• Identify missing citations and content gaps
• Turn AI visibility gaps into content briefs
• Manage separate client workspaces
• Produce white-label reports for clients

Some strong options:

My shortlist by agency model

If you are primarily a content production agency:
→ Frase or Sight AI
You need briefs, optimization workflows, and scalable publishing.

If you want to sell “AI visibility” as a new retainer:
→ Gumshoe, Asva AI, or Goodie
These are closer to client reporting and AEO consulting.

If you are an SEO/content hybrid agency:
→ Rankability or Frase

A practical agency stack is often:

1. AI visibility tracker (measure mentions/citations/share of voice)
2. Content optimizer (improve pages and briefs)
3. Reporting layer (white-label client dashboards)

Before choosing, I’d evaluate:

• Does it track citations, not just mentions?
• Can you create separate client workspaces?
• Can clients see branded reports without your internal data?
• Does it connect AI visibility findings directly to content actions?

For a content agency with dozens of clients, I’d generally prioritize Frase, Goodie, Gumshoe, or Asva AI depending on whether your revenue comes more from content execution or strategy/reporting. www.frase.io

If you’re a content agency managing many client accounts, I’d shortlist these tools:

My pick: Frase

For your specific use case—a content agency servicing many clients—Frase looks particularly well aligned. Its agency offering explicitly supports running SEO/GEO workflows across an entire client roster, with each client in its own workspace. It can research and draft content, score it for Google and AI search, identify what needs to be added, and track citation share across ChatGPT, Perplexity, Claude, Gemini, and Google AI. www.frase.io

That makes it more than an "AI visibility dashboard": you can go from:

Client → AI visibility audit → content gap → brief → draft → GEO optimization → publication → citation tracking → client report.

If visibility measurement is more important than writing

I'd look hard at Conductor. It combines AI visibility tracking with content optimization, topic research, competitive intelligence and reporting. Its agency/partner offering specifically talks about tracking client visibility, finding content gaps, generating/optimizing content, and reporting results at scale. www.conductor.com

If you're building a dedicated GEO service

Wellows is interesting because it's explicitly agency-oriented: you can create a project per client, customize competitors/regions/prompts/answer engines, identify content opportunities, and produce performance reporting from the same workspace. wellows.com

Bottom line:

• Content production + GEO optimization: Frase
• Enterprise/multi-brand SEO + AEO: Conductor
• Dedicated agency GEO offering: Wellows
• Existing Semrush agency ecosystem: Semrush
• Very high client/site volume: Sight AI

If you tell me roughly how many clients you manage (e.g. 10, 50, 200+) and whether you need white-label reporting, I can narrow this to the 2–3 best options and compare pricing, client limits, AI engines, content scoring, API access, and white-label capabilities.

For a content agency managing many clients, you’ll want a platform built around AI Search Optimization / AEO (Answer Engine Optimization) / GEO (Generative Engine Optimization) with:

• multi-client workspaces
• client-separated dashboards
• prompt tracking (what customers ask AI)
• competitor citation analysis
• content recommendations
• white-label reporting
• workflows for turning gaps into briefs and content updates

Some strong options:

My shortlist by agency type

If you mainly sell content retainers:
→ Goodie or SEMAI — they map AI visibility gaps into content actions rather than only reporting scores. semai.aihigoodie.com

If you want to package a new “AI visibility” service:
→ Searchable or Sextant AEO — stronger agency positioning, dashboards, and client reporting. www.searchable.com

If you have 20–100+ clients and need scalable reporting:
→ Look for API access, white-label exports, and portfolio dashboards; Orem and InfuseOS are examples of platforms leaning into operational scale. infuseos.comgetorem.com

A practical agency stack is often:

1. AI visibility tracker → find where clients are missing from ChatGPT/Perplexity/Gemini answers
2. SEO/content platform → manage briefs, production, optimization
3. Reporting layer → show clients AI mentions, citations, and traffic impact

If you’re choosing one platform today, I’d evaluate Goodie, SEMAI, and Searchable first because they are explicitly positioned around multi-client agency workflows. higoodie.com

I can also give you a comparison matrix of these tools by pricing, white-label capability, number of clients supported, and content optimization features.

Yes. For a content agency managing many clients, I’d prioritize tools that combine multi-client management + AI visibility measurement + actionable content optimization, rather than a tool that only tracks mentions.

My shortlist

If you're specifically a content agency, I'd start with Frase

The differentiator is that it isn't just asking "Is my client visible in ChatGPT?" It connects visibility to the actual content workflow:

AI visibility → identify citation/content gaps → create brief → write/optimize content → publish → monitor citations.

Frase says its agency product keeps each client in a separate workspace while allowing the agency to manage the entire roster centrally. It also tracks citation share across ChatGPT, Perplexity, Claude, Gemini and Google AI and scores content for both traditional SEO and AI search. www.frase.io

If your agency's core business is producing and optimizing lots of articles for lots of brands, that's a more natural fit than a pure GEO monitoring platform.

One caveat: AI-answer visibility is still an emerging measurement category. I wouldn't choose based solely on a vendor's "AI visibility score." Look for the ability to see the actual prompts, answers, citations/sources, competitors, and specific content changes that can plausibly improve the result.

If you tell me roughly how many clients/sites you manage (e.g. 10, 50, 200+) and whether you primarily need content creation, optimization, or reporting, I can narrow this to the 2–3 best platforms and compare pricing/features.

For a content agency managing many clients, you’ll want a platform built around AI visibility / Answer Engine Optimization (AEO) / Generative Engine Optimization (GEO) rather than a traditional SEO content tool. The best fit depends on whether you mainly need monitoring, content optimization, or a full client-service workflow.

Here are some multi-client options:

My shortlist for a content agency:

1. If you create lots of content across dozens of clients:

→ Sight AI or Goodie
Stronger fit for content operations.

2. If your main deliverable is “we’ll get your brand cited in AI answers” reporting:

→ AnswerPeek or Asva AI
Better for client-facing AEO retainers.

3. If you’re an SEO/content agency adding AI visibility as a new service line:

→ Rankability or Wellows
More aligned with existing SEO workflows.

When evaluating, I’d prioritize:

• Per-client workspaces (avoid mixing brand data)
• Prompt tracking (what questions trigger competitor citations)
• Citation/source analysis (why another brand appears)
• Content briefs tied to visibility gaps
• White-label reporting
• CMS integration and approval workflows

A key distinction: many “AI visibility trackers” only tell you whether a client appears in AI answers. The more useful agency tools connect that insight to what content, authority signals, structured data, or third-party mentions need to change. wellows.comwww.answerpeek.comwww.trysight.ai

For a typical content agency, I’d start by comparing Sight AI vs AnswerPeek vs Wellows based on whether your priority is production, reporting, or optimization. www.answerpeek.comwww.trysight.ai

Yes. For a content agency managing many clients, I’d look first at tools built specifically around GEO/AEO (Generative/Answer Engine Optimization) rather than traditional SEO platforms.

Best fits for a multi-client agency

1. Peec AI — strongest agency workflow
Peec AI for Agencies

Peec is particularly interesting if you want one system for many client accounts. It supports multiple client projects, automated reporting, branded dashboards, competitor benchmarking, prompt-level visibility, and citation tracking across AI search channels. It also has an MCP integration that can automate weekly client reporting and recommendations. peec.ai

2. OtterlyAI — strong for content optimization + monitoring
OtterlyAI

Otterly goes beyond simply telling you whether a client is mentioned. Its workflow includes prompt research, AI-search monitoring, content audits, content briefs, and GEO recommendations. It supports agency workspaces and a partner program with unlimited workspaces and branded reporting. help.otterly.aiotterly.ai

This makes it especially relevant if your agency wants to go from:

"You're not appearing in ChatGPT" → "Here's why" → "Here's what content to create/change."

My recommendation

If your primary need is managing dozens of clients and proving AI-visibility ROI, I'd shortlist Peec AI.

If your agency's differentiator is actually optimizing and producing the content, I'd take a particularly close look at OtterlyAI, because its content-audit and content-brief functionality is closer to the editorial workflow. help.otterly.aiotterly.ai

One important distinction: these platforms generally measure and guide optimization; they don't magically make content get cited. Your writers/strategists still need to implement the recommendations.

If you tell me roughly how many clients you manage (e.g. 10, 50, 200+) and whether you need white-label reporting, I can narrow this down to the best 2–3 options and compare their agency features/pricing.

For a content agency managing many clients, you’ll want an AI visibility / Answer Engine Optimization (AEO) platform that can handle multiple brands, track AI mentions, identify content gaps, and produce client-ready reports. The best fit depends on whether you mainly need monitoring, optimization workflows, or white-label reporting.

Here are strong multi-client options:

For a content agency specifically, I’d prioritize these capabilities:

1. Prompt tracking by client
   • Track questions your clients want to appear for (“best CRM for startups,” “top accountants in Chicago,” etc.).
2. Citation/source analysis
   • See which pages, reviews, publications, and competitor content AI systems are relying on.
3. Content recommendations
   • Turn visibility gaps into briefs: FAQs, comparison pages, expert articles, schema improvements.
4. White-label reporting
   • Important if you sell AI visibility as an add-on service.
5. Multi-workspace management
   • Separate competitors, prompts, brand guidelines, and reporting per client.

A practical agency stack might look like:

• Rankability or ReachLLM → strategy + measurement
• Surva.ai / Asva AI / AnswerMap → client-facing reporting
• Existing SEO/content tools (Ahrefs, Semrush, Clearscope, Surfer, etc.) → content production workflow

If your agency has 10–100+ clients, I’d lean toward a platform built specifically for agencies (Rankability, Asva AI, Surva.ai, AnswerMap) rather than a single-brand AI tracker. asvaai.com

I can also give you a comparison matrix by client count, pricing, white-label capability, and whether it actually helps rewrite/optimize content vs only measure visibility.

Yes. If you're a content agency managing multiple client brands, I’d focus on platforms that combine multi-client management + AI visibility tracking + actual content optimization, rather than tools that only report mentions.

My shortlist

My first look would be Rankability or AgencyPlatform.

• Rankability — particularly interesting if your agency already has an SEO/content operation. It tracks visibility across Google and AI platforms and is explicitly positioned for agencies. www.rankability.com
• AgencyPlatform — stronger if you want a broader white-label agency platform. It specifically combines AI visibility monitoring with AEO/GEO content, schema, PR and citation work. www.agencyplatform.com
• Lantern for Agencies — compelling for a larger roster: it provides separate client workspaces, citation tracking, competitor benchmarking and share-of-voice measurement across ChatGPT, Gemini, Perplexity and Claude. www.asklantern.com
• Rank++ Agency — unusually action-oriented: audits, content optimization, schema, entity graphs, citation building and AI-response testing can all be run across client projects. agency.rankplusplus.com
• SearchFit — built specifically around agencies managing multiple client brands, with prompt/competitor/content tracking and client reporting. searchfit.ai
• ReachLLM — worth considering if you have sophisticated clients and want a closed loop of measure → diagnose → execute → measure, rather than just an AI visibility dashboard. www.reachllm.com

What I'd choose for a content agency

If your core question is "Which tool helps my writers actually change client content so it has a better chance of being cited in AI answers?", I'd narrow it to:

1. Rank++ — strongest apparent optimization workflow
2. AgencyPlatform — strongest agency/white-label ecosystem
3. Rankability — strongest if you want SEO + AI visibility together
4. Lantern — strongest if AI visibility monitoring across many accounts is the priority.

One important caveat: AI visibility isn't equivalent to traditional keyword ranking. Different AI engines can cite substantially different sources, so I'd want a platform that lets you see the actual prompts, citations/sources, competitors and engine-specific results, not just a single proprietary "AI score." www.reddit.com

If you tell me roughly how many clients you manage (e.g. 10, 50, 200+) and whether you need white-label reporting, I can narrow these to the best 2–3 and compare pricing/features.

For a content agency managing many clients, the category you’re looking for is usually called AI Search Optimization (AISO), Generative Engine Optimization (GEO), or Answer Engine Optimization (AEO) platforms. These tools help teams optimize content so it has a better chance of being cited or surfaced in AI-generated answers from systems like ChatGPT, Google AI Overviews, and Perplexity.

A few multi-client-friendly options:

For an agency model, I’d usually separate the stack:

1. AI visibility monitoring (prove results to clients)

• Profound
• Otterly.AI
• Peec AI
• Scrunch AI

2. Content optimization and production

• Semrush
• MarketMuse
• Writesonic
• Surfer SEO

3. Reporting across many accounts

• Semrush Agency Growth Kit
• DashThis
• AgencyAnalytics

For a content agency specifically, a strong setup would be:

• Profound or Otterly.AI → track “Are our clients appearing in AI answers?”
• Semrush → manage SEO/content research across accounts
• MarketMuse or Surfer SEO → improve briefs and drafts
• AgencyAnalytics/DashThis → client-facing reporting

A key point: no tool can guarantee ChatGPT/AI citation placement. The best platforms help you measure visibility, identify gaps, and optimize content signals that AI systems tend to reward (clear answers, expertise, structured information, authority, and trustworthy sources).

If you manage 10+ clients, 50+ clients, or enterprise accounts, the ideal tool choice changes quite a bit.

For a content agency managing many clients and trying to improve AI answer visibility (visibility in ChatGPT, Google AI Overviews, Perplexity, Gemini, etc.), you’re looking for tools in the emerging GEO (Generative Engine Optimization) / AEO (Answer Engine Optimization) category. The best fit depends on whether you need auditing, monitoring, content optimization, or reporting across client accounts.

Here are strong multi-client options:

If your agency needs a true client-management workflow

Prioritize tools that have:

• Multiple workspaces/projects (one per client)
• Prompt tracking (“Does this brand appear when users ask X?”)
• Citation/source tracking (“Which websites does AI mention?”)
• Competitor benchmarking
• White-label reporting
• Export/API access

A typical agency stack might look like:

1. AI visibility monitoring: Profound or Otterly.ai
2. SEO/content intelligence: Semrush or Ahrefs
3. Content production optimization: Writesonic or an internal AI workflow
4. Client reporting: Looker Studio / dashboards connected via API

For a content agency specifically, I’d shortlist:

• Profound → premium clients, enterprise retainers, executive reporting
• Otterly.ai → practical multi-client tracking and lighter agency workflows
• Scrunch AI → GEO-focused consulting and optimization recommendations

The market is still early, so many agencies are combining an AI visibility tracker with their existing SEO/content stack rather than replacing it.

If your agency manages content for multiple clients, you're looking for more than a single-page optimizer. You need a platform that can:

• Track visibility across ChatGPT, Gemini, Claude, Perplexity, and AI Overviews
• Audit content for AI answer inclusion
• Manage multiple client workspaces
• Report AI visibility improvements over time
• Scale across dozens or hundreds of websites

Here are the strongest options today.

Best overall for agencies

1. Profound

• Built specifically for Generative Engine Optimization (GEO)
• Tracks how brands appear in AI answers
• Compares clients against competitors
• Enterprise reporting
• Designed for large portfolios

Best if you have 20+ clients and enterprise budgets.

2. Goodie
Probably the best fit for a content agency.

Strengths include:

• Separate client workspaces
• AI content audits
• Optimization recommendations
• Prompt monitoring
• Client-friendly reports

It feels more like the AI equivalent of an SEO platform than a research tool.

3. Peec AI
A good middle ground if you're scaling.

Useful features:

• Tracks visibility across multiple AI engines
• Measures share of voice
• Competitor benchmarking
• White-label reporting

Many agencies use it as an AI analytics layer alongside traditional SEO tools.

If you're already using Semrush

The newer AI Toolkit is becoming useful because it combines:

• Organic SEO
• AI Overview visibility
• Brand mentions
• Competitive analysis

That means your team doesn't have to juggle two completely separate reporting systems.

Agency workflow I'd recommend

Instead of relying on one tool, use a stack:

• Research: Semrush or Ahrefs
• AI visibility tracking: Profound, Goodie, or Peec AI
• Content optimization: Your CMS plus structured content templates
• Performance reporting: Looker Studio or Power BI combining SEO and AI metrics

What to look for before buying

Many "AI SEO" tools are still early-stage. Before committing, make sure they support:

• Unlimited or high client workspace limits
• White-label reports
• Prompt libraries by client
• Competitor tracking
• AI Overview monitoring
• ChatGPT, Gemini, Claude, and Perplexity tracking
• API access
• Team permissions
• Historical visibility trends
• Exportable reports

For an agency serving many clients, I'd prioritize Goodie or Peec AI if you want a platform that's agency-friendly today, and Profound if you're serving larger enterprise brands and need more advanced analytics.

If you're a content agency managing dozens or hundreds of clients, you generally need three capabilities rather than a single "AI SEO" tool:

1. AI answer visibility monitoring (how often brands appear in ChatGPT, Gemini, Perplexity, Claude, etc.)
2. Content optimization for AI retrieval and citations
3. Multi-client workflows (workspaces, reporting, permissions, white labeling)

Here are the strongest options today:

Best dedicated AI Answer Optimization platforms

1. Profound

Probably the most mature platform built specifically for generative search.

Features:

• Tracks brand mentions in ChatGPT, Gemini, Perplexity, Claude, and other AI systems
• Competitor comparison
• Citation analysis
• Prompt monitoring
• Executive dashboards
• Enterprise workspaces

Best for agencies serving larger brands.

2. Scrunch AI

Very strong if your goal is actually improving AI visibility rather than just measuring it.

Features include:

• AI search audits
• Content recommendations
• Citation optimization
• Entity optimization
• AI crawler insights
• Client dashboards

Many agencies are adopting it specifically for "Generative Engine Optimization (GEO)."

3. Goodie

Focuses heavily on:

• AI search share of voice
• Brand visibility
• Prompt tracking
• Competitive intelligence

Useful if reporting is your biggest need.

For agencies already using SEO platforms

If your agency already runs on:

• Semrush
• Ahrefs

don't replace them.

Instead, add an AI visibility platform alongside them.

A common stack looks like:

• Semrush → keyword research
• Ahrefs → backlink analysis
• Profound or Scrunch AI → AI answer visibility
• Existing CMS → publishing

Features to prioritize for agencies

Look for tools that provide:

• Multiple client workspaces
• Team permissions
• White-label reporting
• API access
• Scheduled reports
• Prompt libraries
• Competitor tracking
• AI citation tracking
• Brand mention alerts
• Share of voice across AI assistants

These capabilities make it much easier to manage many client accounts from one platform.

If I were choosing today

For different agency sizes, I'd recommend:

• Small agency (5–20 clients): Semrush + Scrunch AI
• Mid-size agency (20–100 clients): Semrush + Profound
• Enterprise agency (100+ clients): Profound with API integration into your reporting dashboards

That combination gives you traditional SEO metrics alongside the newer metrics that matter for AI-generated answers, without requiring separate workflows for every client.

If you're a content agency managing dozens or hundreds of clients, the biggest gap today is that most SEO platforms optimize for Google rankings—not for being cited in AI answers from ChatGPT, Gemini, Claude, Perplexity, or Google's AI Overviews.

For a multi-client workflow, I'd evaluate tools in three categories:

If I were running a content agency today

I'd build a stack rather than rely on one tool.

Client management

• Agency dashboard
• Separate workspaces
• Automated reporting
• White labeling

Traditional SEO

• Semrush or Ahrefs

AI answer optimization

• Profound or Peec AI

Content optimization

• Entity coverage
• Schema validation
• Citation quality
• Question clustering
• Internal linking

Features I'd consider essential

Since you're serving multiple clients, I'd prioritize:

• Multiple client workspaces
• White-label reporting
• AI answer monitoring across multiple models
• Prompt tracking (e.g., "best CRM for dentists")
• Competitor citation tracking
• Entity optimization scoring
• Knowledge graph monitoring
• API access
• Scheduled reports
• Team permissions

The challenge today

Most AI visibility platforms are built for enterprise brands, not agencies. They often lack features like:

• Managing 50–200 clients efficiently
• White-label client portals
• Bulk optimization workflows
• Cross-client benchmarking
• Content production integration

This leaves room for agencies to combine specialized AI visibility tools with existing SEO platforms and their own reporting.

A practical agency workflow

For each client:

1. Research the questions their customers ask AI assistants.
2. Identify whether the client is cited in AI-generated answers.
3. Compare citations against competitors.
4. Optimize content for completeness, entities, structured data, and authoritative sourcing.
5. Recheck AI visibility on a recurring schedule.
6. Report improvements alongside traditional SEO metrics.

If your agency's core offering is "AI Answer Optimization" or "Generative Engine Optimization (GEO)," I'd currently shortlist Profound for larger agency/enterprise clients and Peec AI for a more approachable multi-client workflow. Pairing one of those with Semrush or Ahrefs gives you both conventional SEO insights and AI answer visibility, which is more comprehensive than using either category alone.

If you're a content agency managing dozens or hundreds of clients, the ideal platform should support multi-client workspaces, AI search optimization (AEO/GEO), team workflows, reporting, and ideally LLM visibility tracking rather than just traditional SEO.

Here's how the current market stacks up:

Best options for an agency

1. Profound (best overall for AI visibility)

Ideal if clients specifically want to know:

• "Are we appearing in ChatGPT?"
• "How often are we cited?"
• "Which competitors are winning AI answers?"

It monitors visibility across major LLMs and provides recommendations to improve inclusion in AI-generated answers.

Best for agencies charging premium retainers.

2. Goodie (most agency-focused)

Designed around GEO (Generative Engine Optimization).

Useful features include:

• multiple client workspaces
• AI visibility dashboards
• optimization recommendations
• reporting for clients

If your agency's positioning is "we improve AI search visibility," this is one of the strongest fits.

3. Semrush

If your agency already runs SEO campaigns, Semrush is becoming the easiest addition because it combines:

• keyword research
• technical SEO
• content optimization
• AI search monitoring
• client reporting
• white-label reports

It won't be as AI-specific as Profound but reduces the number of tools your team needs.

If you're producing lots of client content

A practical workflow is:

1. Research topics (Semrush or Ahrefs)
2. Identify AI questions and prompts (Profound or Goodie)
3. Create content
4. Optimize for entities, citations, structured data, and topical authority
5. Monitor AI answer visibility monthly
6. Report AI share-of-voice alongside traditional SEO metrics

Features worth prioritizing

For a multi-client agency, look for:

• Separate client workspaces
• Team permissions
• White-label reporting
• AI answer visibility by brand
• Competitor comparisons
• Prompt tracking
• Citation/source monitoring
• Entity optimization
• Schema recommendations
• Content gap analysis
• API access
• Bulk reporting

My recommendation by agency size

• Small agency (under 20 clients): Semrush + Surfer can cover most needs while AI search features mature.
• Growing agency (20–100 clients): Goodie offers a stronger balance of agency workflows and AI optimization.
• Large agency or enterprise clients: Profound is currently one of the most specialized platforms for measuring and improving visibility in AI-generated answers.

One trend worth noting is that agencies are increasingly pairing a traditional SEO platform (such as Semrush or Ahrefs) with a dedicated AI visibility platform (such as Profound or Goodie), rather than expecting a single tool to excel at both search rankings and AI answer visibility. This combination typically provides broader coverage for both Google Search and conversational AI systems.

If you're a content agency managing dozens or hundreds of clients, the challenge isn't just SEO anymore—it's optimizing content to be cited, summarized, and recommended by AI systems like ChatGPT, Gemini, Claude, Perplexity, and Google's AI Overviews. This emerging discipline is often called Generative Engine Optimization (GEO) or AI search optimization.

There isn't yet a single dominant "multi-client GEO platform," but there are several strong options depending on your workflow.

If I were building an agency stack today

Rather than relying on one platform, I'd combine three layers:

1. Traditional SEO platform

• Ahrefs
• Semrush
• SE Ranking

These continue to drive rankings that AI systems often draw from.

2. AI visibility platform

• Profound
• Goodie AI
• Scrunch AI
• Peec AI

These monitor questions like:

• Is our client appearing in ChatGPT?
• Which competitors are cited?
• Which pages get referenced?
• What prompts trigger mentions?

3. Content optimization
Use tools that analyze content specifically for AI retrieval:

• entity coverage
• factual completeness
• structured data
• author credibility
• citation-worthy formatting
• FAQ coverage
• first-party research
• statistics
• semantic relationships

Features worth requiring for an agency

For multiple clients, look for:

• Unlimited or high project limits
• Client workspaces
• White-label reports
• API access
• Prompt tracking
• AI citation tracking
• AI share-of-voice dashboards
• Competitor monitoring
• Change alerts
• Team permissions
• Integrations with GA4, Search Console, and Looker Studio

A practical agency workflow

1. Publish content.
2. Optimize for semantic coverage and structured entities.
3. Track rankings in Google.
4. Track AI answer visibility weekly.
5. Compare against competitors.
6. Identify prompts where competitors are cited instead.
7. Update content based on AI citation gaps.
8. Deliver a monthly "AI Visibility Report" alongside SEO metrics.

If you're looking for one platform

For different agency sizes, these are sensible starting points:

• Best overall (enterprise): Profound
• Best for growing agencies: Goodie AI
• Best for B2B clients: Scrunch AI
• Best if you already use SEO software: Semrush AI Toolkit
• Best value for agencies: SE Ranking + Peec AI

As the market evolves, many agencies are also building their own dashboards by combining AI monitoring APIs, prompt testing, Search Console data, and analytics in Looker Studio or Power BI. This gives them a proprietary reporting layer while using commercial tools for data collection.

If your agency manages 50+ clients, I can also outline a scalable AI optimization stack—including content auditing, prompt monitoring, automated reporting, and SOPs—that minimizes manual work while producing client-ready AI visibility reports.