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AI Visibility Scorecard
cmerdman.dev
cmerdman.dev · Technology
At 2.6/10, cmerdman.dev is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#2,543,655 of 2,708,166 in Technology for AI visibility
2.6
/10
AEO Score
About cmerdman.dev
from our crawl and measurement
"Cameron Erdman Home Blog Career Journey My adoration for Data Science didnt really begin as much as my many interests and curiosities slowly converged to one field." That is how cmerdman.dev introduces itself. As far as answer engines are concerned it may as well not exist yet: 2.6 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 2.6/10, cmerdman.dev is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for cmerdman.dev
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cmerdman-dev
Cite this score: Engagemii (2026). "AEO Score for cmerdman.dev." Retrieved from https://engagemii.com/aeo/brands/cmerdman-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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