GEO Optimizer

Free open-source CLI that scores your site's AI-search visibility and generates the exact fixes.

Desktopfreemiumglobal

An open-source command-line tool that evaluates a website’s AI-answer visibility and produces concrete technical fixes such as robots.txt bot rules, llms.txt entries, and JSON-LD schema. It helps teams confirm whether sites are crawlable and citable by AI answer engines and automate remediation and checks within CI/CD pipelines. Intended for developers and SEO teams, it can be self-hosted and is released under an MIT license with extensive automated tests and academic research backing.

Website

Full match profile

Behind the summary, Matchbox keeps a richer profile of GEO Optimizer - the signals our matcher actually reads to decide when to surface it. It stays private; claim the listing to see and control it.

Problem & pain-point mapping
Who we surface it to (audience fit)
What it's a strong alternative to
Trust & credibility signals

Claim GEO Optimizer to unlock →

Try Matchbox with your own problem

Describe what is not working - we’ll show you whether GEO Optimizer (or something else) actually fits.

Try a problem