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GEO

Generative Engine Optimization: make content readable, citable, and consistently restated by AI answer engines. Handbooks, reading list, rewrite prompts, and GEOFlow.

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Rewriting one article

From the handbook to the rewrite prompt and the annotation demo: one article the model can grasp as facts, structure, and sources.

A GEO article is not a keyword pile. After the rewrite, a model should be able to say what problem the piece solves, which facts matter, where they come from, and how the subject differs from its neighbors.

Suggested order

  1. Read the method and single-article tutorial and fix the job of the piece plus the checks you will use.
  2. Run the GEO rewrite prompt. Keep checkable facts and sources. Do not flatten the piece into a vague summary.
  3. Use the GEO feature-annotation demo to mark the question, entities, steps, comparisons, and citations, then see which spans a model actually picks up.
  4. Score it against the handbook and evaluation standard. If it fails, change structure and evidence, not only the title.

What to watch

  • Define the subject and its boundary in one opening sentence.
  • Put facts, numbers, and proper names in their own sentences, with a source.
  • Write steps as an order someone can follow, and comparisons on explicit dimensions.
  • Cut slogans and repeated leads that a model cannot restate.