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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. ButterNut Of London just got measured.
5/10 means ButterNut Of London 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.
If you’re a peanut butter lover or shopping for others who are, be prepared to experience an unrivalled collection of the most delicious, luxurious, handmade nut butters the UK has to offer. ButterNut of London makes small batch nutty feasts with a signature London edge.
Industry: E-commerce
butter-nut.com1
Structured Data
5
Content Structure
6
Entity Clarity
5
E-E-A-T Signals
8
Technical AEO
7
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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Here's a number that should keep every e-commerce founder up at night: $4.6 trillion.
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Scored by Engagemii on July 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/butter-nut
Cite this score: Engagemii (2026). "AEO Score for ButterNut Of London." Retrieved from https://engagemii.com/aeo/brands/butter-nut
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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