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AI Visibility Scorecard
Pacific Refrigeration Inc. | A/C Service Co.
pacref.com · mechanical or industrial engineering
Borderline visible. AI bots can crawl Pacific Refrigeration Inc. | A/C Service Co., 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
#254,218 of 791,611 in Home & Living for AI visibility
5
/10
AEO Score
About Pacific Refrigeration Inc. | A/C Service Co.
from our crawl and measurement
"Pacific Refrigeration Inc. is a San Diego County service and sales contractor founded in 1971. At Pacific Refrigeration we specialize in commercial refrigeration, HVAC, cooking equipment." That is how Pacific Refrigeration Inc. introduces itself. Its AI visibility score is 5.0 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on visible credibility markers and crawler access and the files AI engines look for. It is passable on a workable page structure, a partly stated business identity and partial sitemap and link coverage. What holds it back is structured data describing the business.
Off the page there is only faint evidence that only a handful of sites link to it. Beyond that, 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, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has 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
6
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
8
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
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 5/10, Pacific Refrigeration Inc. | A/C Service Co. is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Pacific Refrigeration Inc. | A/C Service Co.
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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/pacref
Cite this score: Engagemii (2026). "AEO Score for Pacific Refrigeration Inc. | A/C Service Co.." Retrieved from https://engagemii.com/aeo/brands/pacref
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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