Diff viewer
See every change, sentence by sentence.
ProductAEO / GEO micro-edits
OptimizerGet cited by AI answers without rewriting your journalism.
Optimizer makes sentence-level edits to existing articles so they are more likely to be cited in Google AI Overviews and ChatGPT, while keeping to your organisation’s style guide. Editors accept or reject each micro-edit in a sentence-by-sentence diff viewer.
Sentence-level edits0 accepted
The new rules come into force soon and will affect many commuters.
The new fare rules take effect on Monday and apply to all 2.1 million daily metro riders.
Specific date and scale: answers “when” and “who” directlyOfficials said the decision was taken after a review.
The Metro Rail Corporation said the decision followed a six-month cost review.
Names the entity, so AI answers can attribute itIllustrative example. Try accepting or rejecting an edit.
- Category
- AI-search optimisation
- Type
- Product
The problem
Why Optimizer exists
Almost every AEO/GEO tool, or ChatGPT with a prompt, rewrites the full text beyond mending and drifts from your style. Editors end up rejecting the whole thing.
How it works
How Optimizer works
01
Bring the article
Paste or pull a published or draft article.
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What you get
Built for how desks actually work
Style-safe
Edits follow your organisation’s style guide.
Built for AI answers
Targets Google AI Overviews and ChatGPT citation.
| Generic AEO tools / prompts | Optimizer | |
|---|---|---|
| Scope of change | Rewrites the full text | Sentence-level micro-edits |
| House style | Drifts from your style | Follows your style guide |
| Editor control | Accept or reject it all | Accept or reject each edit |
Questions
Optimizer, answered
Last updated
Will Optimizer rewrite our articles?
No. It proposes small sentence-level edits, and an editor accepts or rejects each one.
Works well with
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See Optimizer on your own workflow.
Tell us what slows your desk down. We’ll show you a working demo on your own sources, then put scope, cost and timeline in writing.