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AI Visibility Scorecard
Nick Collins
nmcollins.com · Technology
Borderline visible. AI bots can crawl Nick Collins, 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.
AI engines read this profile 1 times
Meta AI
#2,031,226 of 2,623,328 in Technology for AI visibility
3.6
/10
AEO Score
About Nick Collins
from our crawl and measurement
"Nick Collins is a senior software engineer based in Durango, CO, building backend and full-stack systems with Django, NestJS, GraphQL, Prisma, and Next.js." That is how Nick Collins introduces itself. When AI engines look at it, they find little to work with. It scores 3.6 out of 10.
On its own pages the site does well on a clear heading structure and sitemaps and entity links AI can follow. It is passable on basic crawler access. 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. None of that can be fixed on the page: it has to be earned.
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
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
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 3.6/10, Nick Collins is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Nick Collins
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?
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/nmcollins
Cite this score: Engagemii (2026). "AEO Score for Nick Collins." Retrieved from https://engagemii.com/aeo/brands/nmcollins
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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