AI Visibility Scorecard
craddock.cool · Technology
Borderline visible. AI bots can crawl Nate Craddock, 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
Claude
#1,684,455 of 2,707,327 in Technology for AI visibility
4
AEO Visibility
iBorderline · 4.3/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
12
AI Adoption
iBasic · 12/100
from our crawl and measurement
"Skip to main content Image Nate Craddock Builds engineering teams and weird creative projects, sometimes at the same time." That is how craddock introduces itself. When AI engines look at it, they find little to work with. It scores 4.3 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 a partly stated business identity, a few credibility markers and basic crawler access. What holds it back is 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 site links to no social profiles, so there is nothing tying the brand to a wider presence.
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
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 4.3/10, Nate Craddock is crawlable but under-signaled - fixable, and the signals above are where to start.
What to actually take from this?
Step back and the scoreboard is a little absurd. A CTO and four engineers, Zak, Sam, Temur, and Nomin, built a self-operating, team-owned, fully staged release system with automated verification and human gates, and also gave it a personality, in the time it used to take to write the design doc.
So is this permanent?
I genuinely don't know yet, and I'd rather say that than pretend. Some of it is a transition cost. I'm still building the muscle for orchestrating this much output — the deciding gets cheaper as the instincts sharpen, the same way any new skill stops being exhausting once it's automatic. That part should fade. But some of it looks structural.
So, is it crazy to just build my own?
For most things, still yes. Build your own payments processor: crazy. Build your own CRM: still crazy. Build your own collaboration tool for a team of fifty: crazy. SaaS continues to do exactly what SaaS is good at, and the AI hype declaring otherwise will look as silly in three years as the no-code hype did.
Is this your brand?
The exact fixes for Nate Craddock
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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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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/craddock-cool
Cite this score: Engagemii (2026). "AEO Score for Nate Craddock." Retrieved from https://engagemii.com/aeo/brands/craddock-cool
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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