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AI Visibility Scorecard
vobrothers
vomech.com · construction
Borderline visible. AI bots can crawl vobrothers, 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
#254,218 of 791,611 in Home & Living for AI visibility
5
/10
AEO Score
About vobrothers
from our crawl and measurement
"VO Brothers Mechanical (a Quantum Industrial company) is a full-service mechanical and plumbing contractor delivering precision, innovation, and exceptional craftsmanship...." That is how vobrothers introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.0 out of 10, readable in places, missing in others.
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
1
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
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
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
7
Inbound links from other sites.
Domain Trust
1
Established authority for your domain.
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 5/10, vobrothers is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for vobrothers
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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/vomech
Cite this score: Engagemii (2026). "AEO Score for vobrothers." Retrieved from https://engagemii.com/aeo/brands/vomech
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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