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.
This skill helps SEO specialists measure actual visibility within AI engines like ChatGPT, Perplexity, Claude, and Gemini. By analyzing real GA4 referral data rather than relying on prompt sampling, it identifies which specific pages are being cited by LLMs.
It provides a structured way to conduct Generative Engine Optimization (GEO) and Answer Engine Optimization (AEO) checks, turning vague questions about AI presence into verifiable traffic metrics.
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.