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AI Visibility Scorecard
Wilson's Refrigeration and Air
comfortservices.com · environmental services
Somewhat visible. AI bots can read Wilson's Refrigeration and Air, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#143,533 of 1,864,791 in Media & Entertainment for AI visibility
6.1
/10
AEO Score
About Wilson's Refrigeration and Air
from our crawl and measurement
Wilson's Refrigeration and Air, based in Columbia, SC, describes itself simply: "Wilson's Refrigeration and Air is the leading HVAC, ac repair, and ac installation experts in Columbia, South Carolina, and surrounding areas. Contact us now!." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.1 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: a clear heading structure, a clearly stated business identity, visible credibility markers and sitemaps and entity links AI can follow. It is passable on some structured data and basic crawler access.
Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
It does link out to several social profiles, which helps engines tie the brand together. The business dates to 1976.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
10
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
7
Inbound links from other sites.
Domain Trust
3
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 6.1/10, Wilson's Refrigeration and Air has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Wilson's Refrigeration and Air
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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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/comfortservices
Cite this score: Engagemii (2026). "AEO Score for Wilson's Refrigeration and Air." Retrieved from https://engagemii.com/aeo/brands/comfortservices
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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