RECORD: EAR-CHIJUZRP|SOURCE: GOOGLE_MAPS|CACHED: 12/11/2025|AUDITED: 16902 in TEXAS|STATUS: AUDIT_COMPLETE|
RECORD: EAR-CHIJUZRP|SOURCE: GOOGLE_MAPS|CACHED: 12/11/2025|AUDITED: 16902 in TEXAS|STATUS: AUDIT_COMPLETE|
Findability Report
Cold Air Systems, LLC🔓 Unclaimed
http://coldairsystems.net/1300 N 10th St, McAllen, TX 78501HVAC contractor 5.0 (1 reviews)
✓ Free • 30 sec • No credit card
AI Recommendation Status
for Cold Air Systems, LLC
When someone asks AI "best HVAC contractor in Mcallen", only a small shortlist gets shown. Your business is currently:
EXCLUDED
AI can't confidently recommend you right now.
Where You Stand
HvacCompared to 41 Hvacs in Mcallen
40
Your Score
#9
Rank
40
0255075100
Invisible (24%)Visible (76%)AI-Ready (0%)
Percentile
78th
Better than 78% of market
Market Avg
33
Median: 30
Top 10%
52
avg score
Sample Size
41
businesses
What AI Can Confirm
When customers ask AI about your business:
LicensedCan't confirm
InsuredCan't confirm
Reviews1 review (5.0★). Below the confidence threshold for AI recommendations.
Real businesslisted on Google Maps with a verified address.
WebsiteWebsite has some structured data but is missing key schemas.
1 of 5 confirmed
AI Search Presence
When customers search for contractors in AI:
ChatGPT
—
Perplexity
—
Claude
—
Google AI
—
What Verification Unlocks
NOW
"I can't verify Cold Air Systems, LLC's credentials."
Score: 40
WITH VERIFICATION
"Cold Air Systems, LLC is a verified HVAC contractor — licensed & insured."
Score: ~90Grade: A+
No credit card • Phone verification only
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