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4th Estate
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. 4th Estate just got measured.
4/10 means 4th Estate 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 4th Estate
Search Search Sign up to newsetter Sign up to newsetter Home Books Authors The Team RE4DINGS 4thWrite Prize Blog About For the independent readerFounded in Notting Hill in 1984 on a shoestring budget and acquired by HarperCollins in 2000, 4th Estate is one of the most innovative imprints in the publishing industry, with a reputation for producing critically-acclaimed and beautifully-designed title
Key Topics
Details
Category: Media & Entertainment
4thestate.co.ukAI Visibility Breakdown
2
Structured Data
5
Content Structure
5
Entity Clarity
6
E-E-A-T Signals
2
Technical AEO
4
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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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 May 22, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/4thestate-co-uk
Cite this score: Engagemii (2026). "AEO Score for 4th Estate." Retrieved from https://engagemii.com/aeo/brands/4thestate-co-uk
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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