AEO/cowriter

How AEO/cowriter Works

AEO/cowriter evaluates your drafts based on evidence-based AEO criteria, including answer clarity, information gain, self-containment, and semantic structure. This analysis ensures that AI answer engines like ChatGPT, Perplexity, Claude, and Gemini can effectively discover, understand, and cite your content.

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What is AEO?
Optimize content so AI can cite it.

Answer Engine Optimization (AEO) is the practice of writing content that AI-powered answer engines can discover, understand, and cite.

Unlike traditional SEO that focuses on rankings, AEO focuses on being selected as the authoritative answer source by AI systems like ChatGPT, Perplexity, Claude, and Gemini.

Why use AEO/cowriter?
Pre-publication AEO analysis for every draft.

AI answer engines reference content that offers valuable information, unique insights, clear definitions, and self-contained passages. AEO/cowriter evaluates your drafts based on these criteria before you publish.

32.9% of AI citations come from well-structured, comparative content. AEO/cowriter helps you build that structure into every piece.

Evidence-based evaluation criteria
Cowriter analyzes drafts across the factors that determine AI citation.
  • Answer clarity
    Does the first 50 words directly answer the question?
  • Information gain
    Does content offer insights not found elsewhere?
  • Self-containment
    Can each paragraph stand alone if extracted?
  • Semantic chunking
    Does each section include one thesis + one data point?
  • Brand integration
    Is the product naturally woven throughout?
  • Credibility signals
    Is authorship and expertise clear?
How it works
Evidence-based writing guidance. Improve clarity, structure, and quotable answers.
1

Create a document

Start from paste or upload, then edit in-place with autosave.

2

Add context (optional)

Select brand voice and terminology additions relevant to this piece.

3

Run analysis

Choose OpenAI or Gemini, watch status updates, and review structured suggestions.

Built for the future of search.

Analyze drafts before you publish. Get evidence-based suggestions so AI answer engines like ChatGPT, Perplexity, Claude, and Gemini can accurately cite your content.

Get started