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Mandy Derby
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. Mandy Derby just got measured.
5/10 means Mandy Derby 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 Mandy Derby
Mandy Derby ABOUT WORK NICE WORDS Open Menu Close Menu Mandy Derby ABOUT WORK NICE WORDS Open Menu Close Menu ABOUT WORK NICE WORDS Areas of ExpertiseCreative DirectionBrandingCampaign & Brand ActivationExperience DesignRetail & Workplace Design Hello!
Key Topics
Details
Industry: Technology
mandyderby.comAI Visibility Breakdown
2
Structured Data
5
Content Structure
6
Entity Clarity
3
E-E-A-T Signals
7
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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Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
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Source & Attribution
Scored by Engagemii on July 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mandyderby
Cite this score: Engagemii (2026). "AEO Score for Mandy Derby." Retrieved from https://engagemii.com/aeo/brands/mandyderby
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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