🔪 Chunk Simulator
Simulate how AI splits your content into chunks. Adjust parameters and spot sentence breaks and pronoun reference issues.
📖 What can this tool do?
AI doesn’t read your article top to bottom — it reads individual chunks carved out by the RAG system. This tool simulates the carving: adjust chunk size and overlap, watch where boundaries land, and catch problems before AI does.
See Make AI Speak for You: The Definitive Guide to GEO, Ch. 3.4
❓ FAQ: GEO Impact
Why does my content get chunked?
RAG systems retrieve individual chunks, not whole pages. HTML headings (H2, H3) are common split points.
A chunk boundary splits my sentence — how to fix?
Use H2/H3 headings as natural split points. Keep each section self-contained and within comfortable extraction length.
Why are pronouns a problem inside chunks?
Once extracted alone, pronouns point to nothing. Every chunk should be self-contained — understandable without surrounding context. That’s GEO writing rule #1.
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