Context Chunk Simulator

Visualize how text chunking works and why context gets lost. See how your content gets split and identify orphaned context.

Why This Matters

When AI systems process your content, they often split it into smaller "chunks" for analysis. This chunking can break important context—like separating a price from its product name or cutting sentences in half.

This tool shows you exactly how your content would be chunked, helping you identify potential problems before AI systems process your content. Use it to optimize your writing for better AI understanding.

Enter Your Content
Paste your "About Us" page, product description, or any content you want to analyze

Typical chunk sizes: 200-500 characters. Larger chunks preserve more context but may be harder to process.

0 / 500,000 characters