What this tool helps you do
Many AI assistants answer from retrieval: they split pages into chunks, store them and pull back the chunks that match a question. This tool splits your text the same way and shows which chunks carry your brand and topic, and which lose their context once they stand alone.
Your workspace
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Saved in this browser only. Every tool reads these details.
From input to next step
- Enter a URL or paste your article.
- Set the chunk size and overlap, or keep the defaults of 512 and 50 tokens.
- Click a chunk to read it with your brand terms and weak openings highlighted.
- Rewrite weak chunks so each one names its subject and makes sense on its own.