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Margaret Edits - editing, indexing, & consulting for academic writers
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. Margaret Edits - editing, indexing, & consulting for academic writers just got measured.
6/10 means Margaret Edits - editing, indexing, & consulting for academic writers is somewhat visible. AI bots can read you, but you are missing the structured signals that would push citation rate above competitors.
About Margaret Edits - editing, indexing, & consulting for academic writers
I work with scholars at any stage of the writing process. Copyediting Indexing Developmental Editing Consulting I'm an editor with 15 years of experience helping scholars to improve the quality of their writing, develop a regular writing practice, and take control of their publishing pipeline. I also create useful and comprehensive indexes for scholarly books.
Details
Industry: Education
margaretedits.comAI Visibility Breakdown
2
Structured Data
4
Content Structure
6
Entity Clarity
6
E-E-A-T Signals
8
Technical AEO
7
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 July 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/margaretedits
Cite this score: Engagemii (2026). "AEO Score for Margaret Edits - editing, indexing, & consulting for academic writers." Retrieved from https://engagemii.com/aeo/brands/margaretedits
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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