Audit web projects for Generative Engine Optimization and generate llms.txt files.
npx skills add https://github.com/flavien-ia/hypervibe-harness --skill geo-flavien-ia
Please help me install this Agent Skill. Skill: geo Source: https://github.com/flavien-ia/hypervibe-harness/tree/main/skills/geo Command: npx skills add https://github.com/flavien-ia/hypervibe-harness --skill geo-flavien-ia
This skill addresses the gap between traditional SEO and Generative Engine Optimization (GEO), ensuring your content is structured, trustworthy, and accessible enough for AI models like ChatGPT, Claude, and Perplexity to cite as a primary source.
Run the geo skill to audit your current project and generate the necessary AI optimization files.
High-intent search queries and answers about installing and using this skill.
Generative Engine Optimization (GEO) structures web content so AI answer engines like ChatGPT and Perplexity can extract and cite it. Unlike traditional SEO for search rankings, GEO focuses on AI citability using llms.txt files and structured data.
To optimize for AI citability, you need to implement llms.txt compliance, configure AI crawler policies, and apply FAQPage schema. This structures your content for easy extraction by generative engines during their answer generation process.
An llms.txt file is essential for technical blogs seeking visibility in AI-generated responses. It provides AI crawlers with structured information about your site, directly satisfying generative engine optimization requirements and improving content citability.
The best way to structure content for AI extraction is through content chunking and FAQPage schema implementation. This ensures your data, dates, and sources are clearly marked, making the information easily parseable by generative answer engines.
You can audit existing web projects for AI crawler policies and E-E-A-T signals by analyzing llms.txt compliance. This auditing process identifies gaps in your current setup to ensure your content meets the trustworthiness standards required by AI models.
Generative engine optimization is not necessary for web projects that do not rely on informational traffic or content authority. If your site does not target AI-generated answer visibility or require structured data extraction, traditional SEO may suffice.
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