Traction scoreGitHub stars can be faked, so popularity alone can be misleading. Traction Score looks for broader signs of real attention, adoption, and active maintenance.
GEO Optimizer implements a framework based on Princeton KDD 2024 research to make websites more discoverable by AI search engines like ChatGPT Search, Perplexity, and Gemini. It provides a structured path for site owners to audit their current AI visibility and implement technical improvements.
The tool helps developers and marketers identify gaps in citability through a scoring system across eight categories, then guides the configuration of robots.txt files and the generation of llms.txt and JSON-LD schema to ensure AI crawlers can accurately index and cite site content.
WHO IT'S FOR
SEO Specialists
optimizing site visibility for AI search engines
Content Strategists
applying evidence-based content improvements for LLMs
Compatible AgentsThe repository documents support for these agents. The skills may also work with other agents that can load SKILL.md files, but they may need some setup or small changes.