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Ben Callahan, Design System Coach and Founder of Sparkbox
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. Ben Callahan, Design System Coach and Founder of Sparkbox just got measured.
4/10 means Ben Callahan, Design System Coach and Founder of Sparkbox 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 Ben Callahan, Design System Coach and Founder of Sparkbox
Ben Callahan is an author, design system coach, international speaker, design system researcher, and Founder of the digital product studio Sparkbox.
Key Topics
Details
Industry: Media & Entertainment
bencallahan.comAI Visibility Breakdown
1
Structured Data
6
Content Structure
6
Entity Clarity
2
E-E-A-T Signals
6
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 June 29, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/bencallahan
Cite this score: Engagemii (2026). "AEO Score for Ben Callahan, Design System Coach and Founder of Sparkbox." Retrieved from https://engagemii.com/aeo/brands/bencallahan
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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