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AI Visibility Scorecard
DevV12
devv12.com · Technology
At 2.5/10, DevV12 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
#2,681,644 of 2,832,205 in Technology for AI visibility
2.5
/10
AEO Score
About DevV12
from our crawl and measurement
DevV12 is a business whose own site puts it this way: "DevV12 is a Modular Utility Forge delivering Industrial Tools and calculation matrices for digital and mechanical engineering." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.5 out of 10.
Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
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
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
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 2.5/10, DevV12 is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for DevV12
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for DevV12.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/devv12
Cite this score: Engagemii (2026). "AEO Score for DevV12." Retrieved from https://engagemii.com/aeo/brands/devv12
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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