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AI Visibility Scorecard
Ultimate Citizen Dev - The new generation of citizen devs
ultimatecitizendev.com · Technology
Borderline visible. AI bots can crawl Ultimate Citizen Dev - The new generation of citizen devs, 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
#1,371,489 of 2,706,437 in Technology for AI visibility
4.7
/10
AEO Score
About Ultimate Citizen Dev - The new generation of citizen devs
from our crawl and measurement
"Ultimate Citizen Dev Implementing UCDContact Us Ultimate Citizen Dev January 6, 2025 What is Ultimate Citizen Dev?." That is how Ultimate Citizen Dev introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.
On the page, the fundamentals are in place: structured data on the page (BreadcrumbList, CollectionPage, Organization), an llms.txt file for AI models, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
6
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
10
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 4.7/10, Ultimate Citizen Dev - The new generation of citizen devs is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Ultimate Citizen Dev - The new generation of citizen devs
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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ultimatecitizendev
Cite this score: Engagemii (2026). "AEO Score for Ultimate Citizen Dev - The new generation of citizen devs." Retrieved from https://engagemii.com/aeo/brands/ultimatecitizendev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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