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AI search visibility tools for multiple client websites

Compare AI visibility platforms built for agencies managing multiple clients. Pricing, white-label options, and per-client features ranked.

AI search visibility tools for multiple client websites

AI search visibility tools that support multiple client websites fall into two groups. Integrated SEO suites such as Semrush and SE Ranking add AI tracking to the client projects you already run. Purpose-built AI visibility platforms such as Peec AI, Otterly.ai, Profound, Promptwatch, and Cognizo offer agency workspaces, pitch environments, and white-label reports.

For most agencies, the deciding questions are two. Does the tool charge per seat or per client? And does it stop at monitoring, or does it also help you fix gaps and prove traffic? Peec AI tends to suit growing rosters. Otterly.ai suits tight budgets. Profound suits enterprise clients. Promptwatch and Cognizo suit agencies that want optimization and traffic attribution in the same tool.

Key takeaways

Which AI visibility tools handle multiple clients best? Summary table

Tool Best for Standout multi-client feature Pricing (from sources)
Peec AI Agencies with fluctuating rosters Unlimited users and workspaces on every plan Essential from $245/mo, Growth from $495/mo, Scale from $795/mo, Comprehensive custom
Otterly.ai Budget-conscious agencies White-label exports, client-slot pricing Lite $29/mo, Standard $189/mo, Premium $489/mo, Enterprise custom
Semrush Agencies already on Semrush for SEO Unlimited Visibility Overview runs; Enterprise AIO projects per client AI Visibility Toolkit $99/mo per domain; Enterprise AIO custom
Promptwatch Agencies that want to optimize and attribute traffic Content agent, AI crawler logs, traffic attribution Business $579/mo (5 sites, 350 prompts, 30 articles)
Neverdrafts (our product) Small and mid-size agencies wanting monitoring plus remediation content 10 brands, white-label dashboards, one-click publishing Agency $399/mo (10 brands, 500 prompts, 300 articles)
Profound Agencies with enterprise clients Agency mode, pitch environments, separate workspaces Agency Growth $99/mo; $399/workspace; enterprise custom
Cognizo Agencies that want pitch tools and inbound leads 15 Pitch Brands on every tier, agency marketplace Starter $149/mo, Agency Core $499/mo
AthenaHQ Agencies with their own content production Multi-brand interface, role-based access Essential free, Starter $295/mo, Enterprise custom
Scrunch Agencies building custom client reports White-label reporting, pitch environment Agency Core $500/mo, Enterprise custom
SE Ranking Agencies piping AI data into existing dashboards API, MCP, Zapier/Make/n8n automation Not stated in sources

Ordered by entry-price accessibility for multi-client use, not by rank.

Pricing comes from the vendors' own pages or published round-ups and changes often. Treat it as a starting point and confirm current limits before you commit a client roster.

Peec AI: best value once you manage three or more clients

Peec AI is a dedicated AI visibility platform. Multiple independent reviews call it the most cost-effective option for multi-client work once an agency manages three or four clients or more. The reason is structural. Peec AI offers unlimited users and unlimited workspaces on every plan, so adding a client or an account manager does not trigger a new seat fee.

Who it suits: Semrush describes Peec AI as best for agencies with fluctuating client rosters and tracking needs. If you onboard and offboard clients often, unlimited workspaces remove the friction of reshuffling licenses.

Strengths:

  • Cost at scale, because there are no per-seat penalties
  • Broad AI search platform coverage, per Semrush's review
  • A pitch environment for running audits on prospects

Limitations: The sources position Peec AI mainly as a monitoring platform. They do not describe a built-in content generation or traffic attribution layer. Plan for a separate workflow to act on the gaps it surfaces. Per-plan prompt limits are not stated in the sources, so check them against your total prompt count across clients.

Pricing: Essential starts at $245/month, Growth at $495/month, Scale at $795/month, with Comprehensive on custom pricing.

Otterly.ai: the lowest-cost entry for agencies adding AI tracking

Otterly.ai is one of the most affordable ways into AI visibility tracking. That makes it a common choice for agencies adding AI monitoring as a low-cost add-on to existing SEO retainers. It tracks ChatGPT, Perplexity, Google AI Overviews, Bing Copilot, and Claude. Each client gets an independent project environment with its own prompt sets and reporting views.

Who it suits: Small and mid-size SEO agencies that want to package white-label AI search reporting as a standalone deliverable without a large upfront commitment.

Strengths:

Limitations: Otterly.ai is monitoring-only and, per one review, lacks AI traffic attribution. Competitor tracking depth can feel limited. Comparing citation share for six competitors across five engines requires more manual configuration than in some alternatives. Sources also disagree on whether it has a formal agency plan: AboutMartech describes client-slot agency pricing, while Cognizo's table lists no agency plan. Ask the vendor directly.

Pricing: Lite $29/month, Standard $189/month, Premium $489/month, Enterprise custom.

Semrush AI Visibility Toolkit and Enterprise AIO: best for agencies already on Semrush

Semrush adds AI visibility to an all-in-one SEO platform through two products:

  • AI Visibility Toolkit, aimed at small and mid-size agencies
  • Enterprise AIO, aimed at large agencies with multi-market clients

If your team already runs keyword research, audits, and reporting in Semrush, adding AI tracking avoids yet another login per client.

Who it suits: Agencies that want to offer both AI visibility monitoring and improvement suggestions inside a platform they already use.

Strengths:

  • The Visibility Overview report can be run for an unlimited number of clients. Enterprise AIO adds projects that keep each client's data separate.
  • "Topics & Sources" shows performing topics, topic opportunities where competitors appear but the client does not, cited domains, source opportunities, and cited pages.
  • The Brand Performance report covers share of voice and sentiment, with strategy recommendations ranked by urgency.
  • Enterprise AIO draws on a database of over 289M prompts and monitors 11 AI search platforms. Its AI Automations handle forecasting, content audits, and analysis of URLs driving negative sentiment.

Limitations: The toolkit tracks up to 25 prompts by default, with extra prompts sold as an add-on. That is tight for agency-scale tracking. A subscription includes two PDF reports, and white-labeling is a paid add-on. AboutMartech excludes Semrush from its agency-specific list, which focuses on platforms with dedicated agency infrastructure.

Pricing: AI Visibility Toolkit $99/month per domain; Enterprise AIO custom. Enterprise AIO tracks 500 to 15,000 prompts per month depending on setup.

Promptwatch: best for agencies that want to fix gaps and show traffic

Promptwatch is built around an action loop: find gaps, create content, track results. The AI Search Tools guide rates it a "Leader" across all its evaluation categories for 2026.

Its Answer Gap Analysis shows prompts where competitors appear and the client does not. A built-in writing agent then generates articles, listicles, and comparison pages grounded in data from 880M+ analyzed citations.

Who it suits: Agencies whose clients pay for results, not reports, and who need to connect AI visibility to traffic.

Strengths:

  • Monitors 10 AI models, including Google AI Overviews, Google AI Mode, Grok, DeepSeek, and Copilot
  • AI Crawler Logs show which AI crawlers hit a client's site, which pages they read, and what errors they encountered
  • Traffic attribution via code snippet, Google Search Console integration, or server log analysis

Limitations: The Business plan's 5-site limit means larger portfolios need custom Agency/Enterprise pricing. At list price, the Business plan works out to roughly $116 per site per month. The sources do not detail white-label options, so confirm them if branded reports matter to you. For a broader look, see our roundup of the strongest AI visibility monitoring tools in 2026.

Pricing: Business $579/month for 5 sites, 350 prompts, and 30 articles per month; Agency/Enterprise custom.

Neverdrafts: monitoring plus remediation content for small and mid-size agencies

Disclosure: Neverdrafts is our product.

Neverdrafts is an AI visibility platform for B2B SaaS companies, agencies, and consultants. It monitors real answers from ChatGPT, Claude, Google AI Mode, and Perplexity every day for each tracked prompt. It then generates content aimed at the prompts a client is losing.

Tracking happens on each engine's actual web interface rather than through extrapolated scores. Each answer shows the sources cited, so you can see why a competitor is being recommended instead of your client.

Who it suits: Agencies managing up to about ten clients that want monitoring, diagnosis, content, and publishing in one subscription without enterprise pricing.

Strengths:

  • The Agency plan covers 10 brands, 500 prompts, and 300 remediation articles per month at $399/month, or about $40 per brand at full use
  • White-label dashboards and reports for multi-client work
  • One-click publishing to WordPress, Webflow, Shopify, Framer, and API-first stacks, so content ships without a separate CMS handoff
  • An AI bot-traffic tracker that shows whether AI crawlers actually visited published pages
  • A position-weighted Visibility Score (0–100 per response), with share of voice against competitors and sentiment scoring
  • Content publishing in 150+ languages

Limitations: Neverdrafts tracks four engines. Platforms such as Promptwatch (10 models) and Semrush Enterprise AIO (11 platforms) cover more, including Gemini and Copilot. Neverdrafts does not advertise pitch environments, prompt search volumes, or an agency marketplace. It has no named enterprise customers listed. Agencies beyond ten brands would need more than the Agency plan provides.

Pricing: Starter $99/month (1 brand, 50 prompts, 30 articles); Growth $199/month (3 brands, 150 prompts, 100 articles); Agency $399/month (10 brands, 500 prompts, 300 articles). A $1 three-day trial gives full access to any plan.

Profound: best for agencies serving enterprise clients

Profound is one of the more mature platforms in the category. Cognizo notes it is the most well-funded, having raised $58.5M. Its Agency mode includes brand configurations, separate workspaces per client, a partner program, and pitch environments so you can show visibility data to a prospect before they sign.

Who it suits: Agencies with large, well-funded clients that expect enterprise-grade data.

Strengths:

Limitations: Profound sits at the enterprise end of the market. Its agency-tier pricing is not self-serve, so you will need a demo and a negotiation based on client volume. Sources disagree on content generation: Semrush lists content automation as a key strength, while AI Search Tools says it has no built-in content generation, so optimization may happen in other tools depending on which review you trust.

Pricing: Sources differ:

Assume the real cost per active client is the per-workspace figure, not $99.

Cognizo: best for agencies that want pitch tools and inbound leads

Cognizo is an answer engine optimization platform for in-house teams and agencies. Its agency pitch rests on two features. First, 15 Pitch Brands included on every tier, which let you audit prospects before they sign. Second, a public agency marketplace that matches companies looking for AEO help with listed agencies.

Who it suits: Agencies that want their AI visibility subscription to double as a business development tool.

Strengths:

Limitations: Every source describing Cognizo in detail is Cognizo's own blog. It calls itself the "only full stack option," which is a vendor claim to verify in a trial. It covers 9 engines where some competitors cover 10. Per-plan prompt limits are not stated in the excerpt.

Pricing: Starter $149/month, Agency Core $499/month, both with 15 Pitch Brands and volume discounts as you add client brands.

AthenaHQ: clean multi-brand monitoring for agencies with their own content team

AthenaHQ tracks visibility across 8+ AI search engines with a reasonably clean multi-brand interface and role-based access control. It also runs a GEO certification program and passes qualified lead referrals to agency partners, per Cognizo.

Who it suits: Agencies that already produce strong content and need reliable data to feed that workflow. Semrush frames it as best for agencies actively growing their client roster.

Strengths:

  • Agency partner program
  • White-label reporting, per Semrush
  • A free entry tier for testing before committing

Limitations: Sources disagree on content features. Semrush lists content optimization as a strength. AI Search Tools calls AthenaHQ monitoring-focused, with no content optimization tools. Cognizo reports that the agency plan is Enterprise only, so the multi-client setup may sit behind custom pricing.

Pricing: Essential free, Starter $295/month, Enterprise custom.

Scrunch: best for agencies building custom combined reports

Scrunch suits agencies that deliver custom client reports covering AI visibility alongside other performance metrics. It pairs white-label reporting with a pitch environment and content optimization.

Its most distinctive feature is an AI-friendly website version generator designed to improve citation rates.

Who it suits: Agencies whose reporting deliverable is the product, and who want AI visibility woven into a branded client report.

Strengths:

  • White-label reporting
  • A pitch environment for prospect audits
  • Content optimization, including the AI-friendly site version

Limitations: At $500/month, the entry agency tier costs more than Otterly.ai's or Cognizo's entry plans. The sources do not state engine coverage, prompt limits, or client counts per plan, so compare those directly before buying.

Pricing: Agency Core $500/month; Enterprise custom.

SE Ranking: best for agencies that want AI data inside their own dashboards

SE Ranking adds an AI visibility tracker to its SEO platform. It covers Google AI Overviews, AI Mode, ChatGPT, Gemini, and Perplexity and breaks presence into brand mentions, linked mentions, or both. It is not a dedicated agency product. AboutMartech excludes it from its agency list. Its strength is getting data out of the tool and into an agency's own reporting stack.

Who it suits: Agencies that already report through Data Studio, AgencyAnalytics, or Whatagraph and want AI metrics alongside SEO data.

Strengths:

  • An API for brand mentions, citation links, and competitor metrics, plus MCP access for querying data live inside Claude, Gemini, or other assistants
  • Recurring checks across client projects automated through Make.com, n8n, or Zapier
  • Competitor research for up to five competitors, tracked over time
  • Source analysis by type (media, blogs, forums) across 7 markets and five languages

Limitations: The sources do not describe a pitch environment, agency marketplace, or content generation; SE Ranking offers improvement insights rather than content production. White-labeling depends on the external reporting tool you connect. Pricing for the AI tracker is not stated in the sources.

Pricing: Not specified in the cited sources. A free trial is available.

Are there other agency-focused options worth knowing?

Brandlight targets large agencies managing enterprise clients. It offers an agency partner program, co-pitching opportunities, and site audits, plus curated outreach target lists with partnership suggestions. Pricing is custom only.

AIclicks combines AI content agents with an agency partner program that includes client matching, on custom pricing.

AboutMartech's agency list also includes BrandMentions, Wincher, Rankability, and Search Response. Each offers at least one of the following: a dedicated agency workspace, white-label exports, reseller pricing, or per-client prompt tracking.

How to choose an AI visibility tool for multiple client websites

The criteria below combine the frameworks published by Semrush, AboutMartech, AI Search Tools, and Cognizo. We used them to place each tool above.

Run the Agency-Fit Test first

AboutMartech's Agency-Fit Test asks four questions:

  1. Workspace isolation. Does each client live in a fully separate environment? Folder-based projects inside one workspace require manual discipline and break when two clients compete in overlapping categories.
  2. White-label output. Can reports be exported with the vendor's name removed? An agency that hands over a report bearing the vendor's logo is training the client to go direct.
  3. Per-client prompt tracking. Can each client have its own prompt set, with response-level data on frequency, context, and sentiment?
  4. Reseller or agency pricing. Is there a flat agency fee, discounted seats, or a client-slot model?

A tool that passes all four is a genuine agency product. Two or three passes means a workaround.

Four-part checklist for judging whether an AI visibility tool works for agencies

Calculate cost per client, not cost per plan

Divide the plan price by the number of clients you can actually serve within its prompt and brand limits. At list prices:

  • Promptwatch Business: roughly $116 per site
  • Neverdrafts Agency (our product): roughly $40 per brand
  • Semrush AI Visibility Toolkit: $99 per domain before prompt add-ons

Unlimited-workspace plans like Peec AI's come down to how many prompts the plan includes across all clients. Then apply the prompt math. Twenty clients at 50 prompts each is 1,000 prompts, which will push most entry plans into add-ons or custom tiers.

Comparison of per-client cost for three AI visibility plans

Decide between monitoring and action

The market splits into monitoring-only dashboards and full optimization platforms.

  • Monitoring-focused (per the sources): Otterly.ai, Peec AI, AthenaHQ (per some sources), Profound (disputed — see the Profound section above).
  • Optimization platforms: Promptwatch, Cognizo, Scrunch, Semrush Enterprise AIO, and Neverdrafts (our product) add content or recommendations to close those gaps.

If you already have a content team, monitoring may be enough. Cognizo argues that going from insight to optimized content in one tool saves hours per client per week, which is one way to justify the extra cost of an action layer if clients pay you to fix problems rather than describe them. Our comparison of 13 LLM SEO tools by track, optimize, or execute breaks this split down further.

Check engine coverage against your client mix

The minimum is ChatGPT, Perplexity, and Google AI Overviews. Some clients will need Claude, Gemini, Copilot, Grok or DeepSeek, depending on the industries and markets they serve.

Coverage ranges widely:

  • 4 engines: Neverdrafts (our product)
  • 5: SE Ranking and Otterly.ai
  • 9: Cognizo
  • 10: Promptwatch
  • 11: Semrush Enterprise AIO

Weigh traffic attribution and pitch tools

Traffic attribution is how you prove ROI and justify a retainer. Promptwatch, Cognizo, and Neverdrafts (via its AI bot-traffic tracker) address it in different ways. Their methods are not directly comparable, so test them on a live client site.

Pitch environments matter if you sell AI visibility as a new service. Profound, Cognizo, Peec AI, Otterly.ai, and Scrunch all offer one.

Next step

If you manage a handful of client sites and want monitoring, gap diagnosis, and publish-ready content in one place, you can test the Neverdrafts Agency plan (10 brands, 500 prompts) through the $1 three-day trial. Add two or three real clients and the prompts you suspect they are losing. Then compare the cited sources and generated articles against what your current tool shows. If engine breadth matters more, our Profound comparison sets out the trade-offs.

Frequently asked questions

What is the cheapest AI visibility tool that supports multiple clients?

Otterly.ai has the lowest entry price in the sources, with a Lite plan at $29/month. Its higher tiers run $189 and $489 per month. For multi-client value, look at cost per client instead. Peec AI's unlimited workspaces become more cost-effective once you manage three or four clients. Neverdrafts' Agency plan covers 10 brands for $399/month. Always check prompt limits before comparing.

Which AI visibility tools offer white-label reporting?

Sources confirm white-label options from Semrush (as a paid add-on), Otterly.ai, AthenaHQ, Scrunch, Cognizo, and Neverdrafts. SE Ranking supports branded reporting indirectly by sending data to Data Studio, AgencyAnalytics, or Whatagraph. White-label scope varies. Some tools brand exported PDFs only, while others brand live dashboards. Ask for a sample client-facing report during the trial.

How many prompts does an agency need to track?

There is no standard figure. AI Search Tools' example of 50 prompts per client across 20 clients totals 1,000 prompts, well above most entry plans. Semrush's toolkit includes 25 prompts by default; Promptwatch Business includes 350 across 5 sites; Neverdrafts Agency includes 500 across 10 brands.

Do AI visibility tools track Google AI Overviews and AI Mode?

SE Ranking, Promptwatch, and Cognizo explicitly track both Google AI Overviews and Google AI Mode, per their own product pages. Semrush Enterprise AIO covers 11 AI search platforms overall, but the specific list isn't published in our sources, so confirm AI Mode is among them before relying on it. Otterly.ai covers AI Overviews. Neverdrafts covers Google AI Mode alongside ChatGPT, Claude, and Perplexity.

What is a pitch environment in an AI visibility tool?

A pitch environment lets an agency set up a prospect's brand inside the platform and run an AI visibility audit before the prospect becomes a paying client. You can then pitch with the prospect's real data instead of a generic deck. Profound, Cognizo (15 Pitch Brands per tier), Peec AI, Otterly.ai, and Scrunch all offer some version of this.

Is an SEO suite or a dedicated AI visibility platform better for agencies?

SEO suites like Semrush and SE Ranking suit agencies that want AI metrics alongside existing client SEO work and reporting. Dedicated platforms tend to offer stronger agency infrastructure: isolated workspaces, client-slot pricing, pitch environments, and deeper per-client prompt tracking. If AI visibility becomes a billable service, consider pairing your SEO suite with a dedicated tool rather than replacing one with the other.

Sources