Audit and rewrite content for AI-generated answers across ChatGPT, Perplexity, and Google AI Overviews.
npx skills add https://github.com/binan-maker/QRS --skill geo-binan-maker
Please help me install this Agent Skill. Skill: geo Source: https://github.com/binan-maker/QRS/tree/main/.local/secondary_skills/geo Command: npx skills add https://github.com/binan-maker/QRS --skill geo-binan-maker
GEO helps content creators and brands ensure their content is structured, verifiable, and highly cite-able for AI-generated answers, increasing chances of being surfaced by AI engines like ChatGPT, Perplexity, and Google AI Overviews.
Audit an existing page for GEO readiness and rewrite it to include a direct answer, data points, and a 1-2 expert quotes with inline citations.
High-intent search queries and answers about installing and using this skill.
To optimize content for AI Overviews and Perplexity citations, you need generative engine optimization. This involves structuring content with direct answers, quotable statistics, expert quotes, and schema markup to increase AI visibility.
Generative engine optimization is the process of structuring content to be surfaced by AI engines. It improves AI visibility by enforcing direct answers, robust sourcing, up-to-date information, and structured formats like FAQs and tables that AI models prefer to cite.
Auditing content for AI-generated answer readiness involves checking for direct answers, quotable data points, and inline citations. A GEO audit evaluates whether your pages provide credible sourcing and structured data suitable for ChatGPT and Perplexity retrieval.
Structured data and schema markup increase citations from ChatGPT by providing clear, verifiable signals. AI engines rely on structured formats like lists and tables, alongside up-to-date information, to extract and surface credible content efficiently.
The best way to rewrite articles for AI Overviews citations is to apply generative engine optimization tasks. Rewrite content to feature a direct answer, embed data points, include expert quotes with inline citations, and format sections as structured FAQs.
You should not use generative engine optimization when your content strategy relies on purely subjective opinions without data. GEO requires up-to-date information, quotable statistics, and credible sourcing, making it unsuitable for unsupported narrative formats.
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