How it works
The generator scores every sentence in your content on term frequency, length, fact density, claim structure and position. It then picks the top-N sentences and reorders them to their original position, producing an extractive summary that reads as a coherent TL;DR block.
Why extractive not abstractive
- Extractive = verbatim - the summary uses your actual sentences. AI assistants can quote it without paraphrasing, which they prefer because paraphrasing risks hallucination.
- Zero hallucination - nothing is invented. Every word in the summary came from your original content, which is exactly what AI assistants need to cite with confidence.
- Drop-in ready - paste the summary at the top of your article as a "Key points" block. Wrap in schema (Article.description) for an extra citation signal.
Pair with
Once you have a summary, run it through the Citation Optimizer to verify it hits the citation-ready shape. Use the Structured Answer Builder to add atomic facts and a named source. Then update your meta description from the top-scored sentence. Full pattern: content-to-cite guide.