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AI Visibility Scorecard
Vincent's Heating & Plumbing
vhpinc.com · Home & Living
Somewhat visible. AI bots can read Vincent's Heating & Plumbing, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Meta AI
#90,340 of 1,217,069 in Home & Living for AI visibility
5.8
/10
AEO Score
About Vincent's Heating & Plumbing
from our crawl and measurement
Vincent's Heating & Plumbing is a Port Huron, MI business whose own site puts it this way: "Vincent's Heating & Plumbing (VHP) specializes in furnace, AC, boiler, heat pump, ductless mini-split, and plumbing repair." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.8 out of 10, readable in places, missing in others.
Our crawl found structured data on the page (HVACBusiness, Plumber), a sitemap, a readable heading structure. It also found the gaps that keep answer engines guessing: an llms.txt file.
AI crawlers have visited the site once in our tracking, so the engines are already looking.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
9
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
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 5.8/10, Vincent's Heating & Plumbing has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Vincent's Heating & Plumbing
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Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/vhpinc
Cite this score: Engagemii (2026). "AEO Score for Vincent's Heating & Plumbing." Retrieved from https://engagemii.com/aeo/brands/vhpinc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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