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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. Harpercollins just got measured.
7/10 means Harpercollins is somewhat visible. AI bots can read you, but you are missing the structured signals that would push citation rate above competitors.
Publishing great authors since 1817. Discover thousands of books and authors, plus get exclusives on new releases, bestsellers, and more, at harpercollins.com.
Category: Other
harpercollins.com4
Structured Data
8
Content Structure
6
Entity Clarity
6
E-E-A-T Signals
8
Technical AEO
9
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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Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Scored by Engagemii on May 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/harpercollins
Cite this score: Engagemii (2026). "AEO Score for Harpercollins." Retrieved from https://engagemii.com/aeo/brands/harpercollins
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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