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Manda CollinsSubstack
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. Manda CollinsSubstack just got measured.
4/10 means Manda CollinsSubstack is borderline visible. AI bots can crawl your site but your structured-data signals are thin. You are at risk of being skipped when buyers ask AI for a recommendation.
About Manda CollinsSubstack
Manda Collins grew up on a combination of Nancy Drew books and Jane Austen novels, and her own brand of romantic suspense is the result. A former academic librarian, she holds advanced degrees in English Lit and Librarianship. Her books have been favorably reviewed in Entertainment Weekly, Library Journal, Booklist, Publisher's Weekly, Bookpage, and USA Today. Her novel Duke with Benefits, was named one of Kirkus Books Best Romance Novels of 2017. When she's not writing she can be found watching true crime documentaries, playing word games, and knitting very inexpertly. A native of
Details
Industry: Education
mandacollins.comAI Visibility Breakdown
1
Structured Data
5
Content Structure
6
Entity Clarity
5
E-E-A-T Signals
3
Technical AEO
3
AI Discoverability
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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 28, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mandacollins
Cite this score: Engagemii (2026). "AEO Score for Manda CollinsSubstack." Retrieved from https://engagemii.com/aeo/brands/mandacollins
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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