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Lettertrace is a developer-first AI-search visibility tool that runs brand-topic queries against Claude, ChatGPT, and Gemini and aggregates mentions. It uses bring-your-own keys and offers a CLI, an MIT-licensed version, and free hosting. Results reflect the selected models and prompt sample rather than a stable ranking.

Lettertrace homepage screenshot

Features

  • Multi-model brand mention tracking
  • Bring-your-own API keys
  • CLI and open-source deployment
  • Free hosted edition

Use Cases

  • Establish an AI visibility baseline
  • Compare brand and competitor mentions
  • Monitor GEO changes
  • Automate visibility reports

FAQ

Lettertrace is a developer-first AI-search visibility tool that runs brand-topic queries against Claude, ChatGPT, and Gemini and aggregates mentions. It uses bring-your-own keys and offers a CLI, an MIT-licensed version, and free hosting. Results reflect the selected models and prompt sample rather than a stable ranking. Core capabilities include: Multi-model brand mention tracking, Bring-your-own API keys, CLI and open-source deployment.

Common scenarios include: Establish an AI visibility baseline, Compare brand and competitor mentions, Monitor GEO changes.

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