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John MacRoy's Butterflies
AEO Score: 4/10
Monitoring for AI engine activity
In the Engagemii AEO index
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. John MacRoy's Butterflies just got measured.
4/10 means John MacRoy's Butterflies 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 John MacRoy's Butterflies
John MacRoy's Butterflies Home The Butterfly Program Photo Album Butterfly Displays About John MacRoy Lifecycle of a Butterfly Coloring pages Travels The Butterfly ExperienceFrom an early age, an interest in natural history and its color combinations, design, and structure was the foundation for a long and rewarding career in nature and education.
Details
Industry: Education
johnmacroysbutterflies.comAI Visibility Breakdown
1
Structured Data
4
Content Structure
7
Entity Clarity
4
E-E-A-T Signals
6
Technical AEO
2
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 July 6, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/johnmacroysbutterflies
Cite this score: Engagemii (2026). "AEO Score for John MacRoy's Butterflies." Retrieved from https://engagemii.com/aeo/brands/johnmacroysbutterflies
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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