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Manuscript Works
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can actually read your site and cite it in answers. Two-thirds of websites are invisible to them. Manuscript Works just got measured.
6/10 means Manuscript Works is somewhat visible. AI bots can read you, but you are missing the structured signals that would push citation rate above competitors.
About Manuscript Works
Developmental editing and publishing consulting for academic authors. Specializing in scholarly books and book proposals. Run by Laura Portwood-Stacer, PhD, since 2015.
Key Topics
Details
Industry: Education
manuscriptworks.comAI Visibility Breakdown
5
Structured Data
6
Content Structure
5
Entity Clarity
5
E-E-A-T Signals
8
Technical AEO
4
AI Discoverability
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Your full 6-category score breakdown
Exact fixes: robots.txt, schema, llms.txt
AI bot crawls from ChatGPT, Claude, Perplexity, Gemini
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on June 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/manuscriptworks
Cite this score: Engagemii (2026). "AEO Score for Manuscript Works." Retrieved from https://engagemii.com/aeo/brands/manuscriptworks
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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