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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. ScholarLed just got measured.
6/10 means ScholarLed is somewhat visible. AI bots can read you, but you are missing the structured signals that would push citation rate above competitors.
ScholarLed is a consortium of scholar-led, not-for-profit, open access book publishers that was formed in 2018. We are seeking to develop powerful, practical ways for small-scale, scholar-led Open Access presses to grow and flourish in a publishing landscape that is changing rapidly. We want to make sure that change is for the better.
Industry: Technology
scholarled.org3
Structured Data
8
Content Structure
6
Entity Clarity
4
E-E-A-T Signals
6
Technical AEO
6
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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Tech buyers are the most research-intensive shoppers on the internet.
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Scored by Engagemii on July 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/scholarled-org
Cite this score: Engagemii (2026). "AEO Score for ScholarLed." Retrieved from https://engagemii.com/aeo/brands/scholarled-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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