geo-content-optimizer
Optimize content structure and framing for AI citation in ChatGPT, Perplexity, and Gemini. Use when preparing content for GEO (Generative Engine Optimization), improving AI extractability, or increasing chances of being cited in LLM responses. Covers trust formats, fact-density, and semantic depth.
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writing-shape
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Overrides default LLM truncation behavior. Enforces complete code generation, bans placeholder patterns, and handles token-limit splits cleanly. Apply to any task requiring exhaustive, unabridged output.
