Lettertrace
Monitor brand mentions and position in AI-generated answers
Inspect a page for AI readability and generate a fix prompt

AI SEO Audit is a free, open-source tool for checking how a webpage is structured for AI answer engines. Users enter a URL and receive a score based on checks across areas such as crawlability, content structure, schema markup, authority signals, citations, and measurement. The report identifies specific issues rather than simply returning a single number.
A generated prompt translates failed checks into suggested work for a coding agent. Results can be shared, and a JSON API supports dashboards or automated checks. Developers can also self-host the application and adjust its rules. It is useful for reviewing a site's technical and content presentation before deciding which improvements to implement.
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