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AI Visibility Scorecard
Code Crafters Collective
codecrafterscollective.com · Technology
Borderline visible. AI bots can crawl Code Crafters Collective, 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
#1,834,944 of 2,706,966 in Technology for AI visibility
4.2
/10
AEO Score
About Code Crafters Collective
from our crawl and measurement
"We are a small collective of seasoned tech leaders each has a wealth of experience leading diverse development teams and projects, from small startups to Fortune 500 giants, to successful." That is how Code Crafters Collective introduces itself. When AI engines look at it, they find little to work with. It scores 3.9 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
2
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
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
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
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 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 4.2/10, Code Crafters Collective is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Code Crafters Collective
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 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/codecrafterscollective
Cite this score: Engagemii (2026). "AEO Score for Code Crafters Collective." Retrieved from https://engagemii.com/aeo/brands/codecrafterscollective
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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