OneGlanse

Tool directory

AI visibility tools

Compare collection methods, reporting, and deployment. 10 tools, with sources beside each entry. This is a feature guide, not a ranking.

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.

Semrush AI Visibility ToolkitSubscriptionNot disclosed in cited sources

Reports brand share of voice, sentiment, prompt visibility, and citations alongside Semrush search data.

Details & sources (2)

Documented targets: Examples: ChatGPT, Gemini, Perplexity, and Google AI. Custom-prompt coverage differs from brand reports.

RankscaleSubscriptionNot disclosed in cited sources

Measures mentions, citations, and brand perception across generative answer products.

Details & sources (2)

Documented targets: Examples: ChatGPT, Perplexity, Gemini, Claude, Grok, Copilot, and Google AI Mode.

ScrunchSubscriptionNot disclosed in cited sources

Combines AI search visibility reporting with site and agent experience analysis.

Details & sources (1)

Documented targets: Examples: ChatGPT, Perplexity, Claude, Gemini, and Copilot.

How to use this directory

“Not disclosed” means the cited sources do not establish a collection method. It does not establish API use. For mixed pipelines, check the target behind each result.

We publish OneGlanse. These entries describe public documentation, not hands-on benchmarks. Target lists can be examples rather than full catalogs. Coverage and features can depend on a plan. Confirm current terms with each vendor.

Read our collection methodology or browse direct comparisons.