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Tool directory

AI visibility tools using product interfaces

Tools that document browser or product-interface collection for at least some targets. A listed tool can also use APIs for other targets.

7 tools · Checked 2026-10-01

AI visibility tools: access, collection method, and capabilities
ToolAccessCollectionWhat it covers
OneGlanseOpen source · Self-hostedFree software; own accounts and model endpointProduct interfaces

Captures answers and citations from five product interfaces. Model-backed analysis reports visibility, rank, sentiment, and recommendations.

Details & sources (2)

Documented targets: ChatGPT, Perplexity, Gemini, Claude, and Google AI Overview.

ElmoOpen source · Self-hostedOpen-source software; cloud optionProduct interfaces + APIs

Tracks mentions, citations, competitors, and query fan-out. Includes shareable reports, a REST API, and a CLI.

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Details & sources (2)

Documented targets: UI: ChatGPT, Perplexity, Gemini, Copilot, Google AI Mode, and AI Overviews. Direct APIs also cover Claude and other models.

ProfoundSubscriptionProduct interfaces

Answer Engine Insights measures brand visibility, citations, sentiment, and competitive performance; it also offers content and agent analytics.

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Details & sources (3)

Documented targets: Examples in Answer Engine Insights documentation: ChatGPT, Perplexity, and Gemini.

Peec AISubscriptionProduct interfaces + APIs

Tracks visibility, position, sentiment, and citations. Offers agency reporting, location targeting, and integrations.

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Details & sources (3)

Documented targets: UI targets include ChatGPT, Perplexity, Gemini, Copilot, Google AI Mode, and AI Overviews. Separate API targets are also available.

Otterly AISubscriptionWeb scraping

Runs recurring prompt checks and reports AI search visibility, citations, and competitor mentions. Engine access varies by plan.

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Details & sources (3)

Documented targets: ChatGPT, Perplexity, Copilot, and Google AI Overviews. Claude, Gemini, and Google AI Mode are listed as add-ons.

PromptwatchSubscriptionProduct interfaces

Combines prompt tracking, citation analysis, share of voice, crawler analytics, and content workflows.

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Details & sources (2)

Documented targets: Examples: ChatGPT, Perplexity, Gemini, Claude, and Google AI Overviews.

Ahrefs Brand RadarSubscriptionWeb interfaces; Claude custom prompts use API

Searches a large index of AI answers and tracks custom prompts, brand mentions, citations, and share of voice.

Details & sources (2)

Documented targets: Examples: ChatGPT, Perplexity, Gemini, Claude, Google AI Overviews, and AI Mode. Index and custom-prompt coverage differ.

What to check

  • Check the method for each engine. Mixed tools document both UI and API targets. Undisclosed methods are omitted; that does not establish API use.
  • Record prompt, account state, location, time, rendered answer, and citations. Compare the same surface across runs before drawing a trend.

Browse all deployment and collection options in the tool directory.