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Gumroad
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. Gumroad just got measured.
4/10 means Gumroad 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 Gumroad
This is the the 2nd edition, released March 27, 2015, in PDF, epub and mobi (Kindle) formats.The PDF file has a bookmarked table of contents for easy navigation (make sure you turn bookmarks on in your PDF reader). The epub version looks very good on (for example) iOS devices like the iPad. (The easiest way I've found to transfer it to iOS is using Google Drive; you might have to go through two levels of the "Open In" command).The easiest way to transfer the mobi file to your Kindle device is either directly using a USB cable, or by emailing it via Amazon. Before buying, make sure you try out
Details
Industry: Technology
atomicscala.comAI Visibility Breakdown
3
Structured Data
4
Content Structure
5
Entity Clarity
5
E-E-A-T Signals
6
Technical AEO
2
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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Source & Attribution
Scored by Engagemii on June 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/atomicscala
Cite this score: Engagemii (2026). "AEO Score for Gumroad." Retrieved from https://engagemii.com/aeo/brands/atomicscala
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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