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AI Visibility Scorecard
engineeringair
engineeringair.com · E-commerce
Somewhat visible. AI bots can read engineeringair, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Meta AI
#111,400 of 614,070 in E-commerce for AI visibility
5.5
/10
AEO Score
About engineeringair
from our crawl and measurement
engineeringair is a Baltimore, MD business whose own site puts it this way: "You will get the best HVAC products, equipment and services. Explore HVAC products, grilles, and expert services on engineering.com. Your HVAC solution is on the way!." Its AI visibility score is 5.5 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Organization, WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 2 times in our tracking, including Meta AI.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
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
6
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 5.5/10, engineeringair has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for engineeringair
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The $4.6 Trillion Problem Every E-Commerce Brand Ignores
Here's a number that should keep every e-commerce founder up at night: $4.6 trillion.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/engineeringair
Cite this score: Engagemii (2026). "AEO Score for engineeringair." Retrieved from https://engagemii.com/aeo/brands/engineeringair
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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