CiteLadder

About

CiteLadder is a self-hostable tracker for AI search visibility. It asks ChatGPT, Claude, Gemini, ChatGPT Search and Google AI Overviews a set of buyer questions on a schedule and records which brands and pages each answer names. It reports visibility, share of voice and citation rates over time, checks answers against a site's own claims, and exposes an MCP server. It is licensed AGPL-3.0, with a separate hosted version.