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Open-source AI visibility tools

Tools with a published open-source license. Compare what you can inspect, modify, and run yourself.

2 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.

Compare with OneGlanse
Details & sources (2)

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

What to check

  • Inspect the collection code and the scoring rules separately. Open code lets you audit both; it does not make a captured answer representative of every user.
  • Check the license, maintained releases, setup instructions, and costs for provider accounts, hosting, and analysis endpoints.

Browse all deployment and collection options in the tool directory.