geo-fundamentals

Optimization framework for getting your content cited by AI search engines like ChatGPT, Claude, and Perplexity. Optimization for AI-powered search engines. GEO = Generative Engine Optimization How AI engines select content to cite: Remember: AI cites content that's clear, authoritative, and easy to extract. Be the best answer. This skill is applicable to execute the workflow or actions described in the overview. - Covers RAG retrieval factors (semantic relevance, authority signals, freshness) that determine which content AI engines select and cite - Provides a content checklist including question-based titles, original data, expert quotes, FAQ sections, and structured schema markup - Includes guidance on entity building, AI crawler access control (GPTBot, Claude-Web, PerplexityBot), and measurement strategies for tracking AI citations - Includes a Python audit script to assess your content's GEO readiness - Use this skill only when the task clearly matches the scope described above. - Do not treat the output as a substitute for environment-specific validation, testing, or expert review. - Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.