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AI Visibility Scorecard
- O.S. Heating and Cooling
osheatingncooling.com · Food & Beverage
Borderline visible. AI bots can crawl - O.S. Heating and Cooling, 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
#935,978 of 1,709,050 in Food & Beverage for AI visibility
4.2
/10
AEO Score
About - O.S. Heating and Cooling
from our crawl and measurement
- O.S. Heating and Cooling is a business whose own site puts it this way: "Heating and Air Conditioning Specialist Experts in equipment maintenance. CONTACT US! HVAC Are you Looking for a heating and air conditioning service in the Bay Area. Look no...." When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
The site does the on-page work well, with structured data on the page (BreadcrumbList, Organization, WebPage), an llms.txt file for AI models, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
9
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
4
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 4.2/10, - O.S. Heating and Cooling is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for - O.S. Heating and Cooling
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Your Ingredient Label Has a Story. Is Anyone Telling It?
Food is the most intimate purchase a person makes. You're deciding what goes into your body, what you feed your family, what aligns with your values. That decision deserves more than a label and a hope.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for - O.S. Heating and Cooling.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/osheatingncooling
Cite this score: Engagemii (2026). "AEO Score for - O.S. Heating and Cooling." Retrieved from https://engagemii.com/aeo/brands/osheatingncooling
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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