ChatGPT answers, unedited

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.