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From the Canyon Edge
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. From the Canyon Edge just got measured.
4/10 means From the Canyon Edge 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 From the Canyon Edge
Share to XShare to FacebookShare to Pinterest Dustin KirklandAs the VP of Engineering at Chainguard, I’m no stranger to complex software security problems or finding vulnerabilities in code.
Key Topics
Details
Category: Technology
blog.dustinkirkland.comAI Visibility Breakdown
1
Structured Data
4
Content Structure
5
Entity Clarity
4
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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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 June 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/blog-dustinkirkland
Cite this score: Engagemii (2026). "AEO Score for From the Canyon Edge." Retrieved from https://engagemii.com/aeo/brands/blog-dustinkirkland
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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