Content Rewrite Comparator

✏️ Content Rewrite Checker

Paste your original text — the system scans sentence by sentence, color-codes GEO issues (pronouns, filler, semantic holes, long sentences), and gives rewrite suggestions.

📖 What can this tool do?

Paste your original copy and the tool scans sentence by sentence, flagging six GEO anti-patterns: dangling pronouns, semantic dead-ends, filler openings, and run-on sentences. These map directly to the six common mistakes from Chapter 5.10.

See Make AI Speak for You: The Definitive Guide to GEO, Ch. 5.10 & Ch. 2.2

❓ FAQ: GEO Impact

Why is a filler opening a problem?

It wastes the most valuable position — the opening should be a conclusion. Filler carries zero info density, dragging your chunk’s competitiveness down.

Why is there a sentence-length limit?

Long sentences dilute density, risk truncation, and scatter AI’s attention. Aim for one clear point per sentence.

Do I have to fix every flag?

Prioritize high-severity — pronouns and semantic dead-ends have the biggest impact. The book recommends tackling those first.