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AI Visibility Scorecard
Brian's HVAC & Mechanical
brianshvacnj.com · Home & Living
At 2/10, Brian's HVAC & Mechanical 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.
AI engines read this profile 1 times
Claude
#760,702 of 773,778 in Home & Living for AI visibility
2
/10
AEO Score
About Brian's HVAC & Mechanical
from our crawl and measurement
Brian's HVAC & Mechanical describes itself simply: "Historic heat is coming to New Jersey. Get your free consumer guide to prepare your HVAC system before the first 90° heat wave hits." As far as answer engines are concerned it may as well not exist yet: 2.0 out of 10.
The gap is on the page itself: the site is missing a heading structure that lays out what it offers, credibility markers like credentials or reviews, structured data describing the business, which are the first things an answer engine looks for.
The wider web has little to say about it yet: the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on. Those signals cannot be fixed on the page, they have to be earned.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
0
Clear headings and answer-style content.
Entity Clarity
3
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
2
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
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 2/10, Brian's HVAC & Mechanical is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Brian's HVAC & Mechanical
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Buying a Sofa Online Is Terrifying. Here's How AI Is Fixing That.
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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/brianshvacnj
Cite this score: Engagemii (2026). "AEO Score for Brian's HVAC & Mechanical." Retrieved from https://engagemii.com/aeo/brands/brianshvacnj
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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