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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. In the Margins Editing just got measured.
3/10 means In the Margins Editing is currently invisible to AI search. Most AI assistants will not cite your brand when asked about your category. Claiming and applying the fixes below is the fastest way to change that.
Home References Edited scholarly works About me Contact Your source for academic editingMy name is Tina Pedersen and I am a professional academic editor, based in the US, who works on a freelance basis.
Industry: Education
inthemarginsediting.com1
Structured Data
3
Content Structure
5
Entity Clarity
4
E-E-A-T Signals
5
Technical AEO
2
AI Discoverability
Is this your brand?
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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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ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Scored by Engagemii on July 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/inthemarginsediting
Cite this score: Engagemii (2026). "AEO Score for In the Margins Editing." Retrieved from https://engagemii.com/aeo/brands/inthemarginsediting
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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