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AI Visibility Scorecard
Derrick Bryant — AI Platform & Developer Enablement
derrickbryant.com · Technology
Borderline visible. AI bots can crawl Derrick Bryant — AI Platform & Developer Enablement, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
Monitoring for AI engine activity
In the Engagemii AEO index
#2,008,857 of 2,638,109 in Technology for AI visibility
3.7
/10
AEO Score
About Derrick Bryant — AI Platform & Developer Enablement
from our crawl and measurement
"Principal Engineer specializing in AI Platform & Developer Enablement. I bring agentic development practices into engineering organizations." That is how Derrick Bryant AI Platform & Developer Enablement introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
On the page itself the strengths are clear: a clear heading structure. It is passable on basic crawler access and partial sitemap and link coverage. What holds it back is a clearly stated business identity, credibility markers like credentials or reviews and structured data describing the business.
Off the page, almost no other sites link to it, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
No social discussion found yet.
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. Roughly two-thirds of sites are invisible to them. At 3.7/10, Derrick Bryant — AI Platform & Developer Enablement is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Derrick Bryant — AI Platform & Developer Enablement
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/derrickbryant
Cite this score: Engagemii (2026). "AEO Score for Derrick Bryant — AI Platform & Developer Enablement." Retrieved from https://engagemii.com/aeo/brands/derrickbryant
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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