RECORD: EAR-CHIJJ-Y9|SOURCE: GOOGLE_MAPS|CACHED: 12/10/2025|AUDITED: 16902 in TEXAS|STATUS: AUDIT_COMPLETE|
RECORD: EAR-CHIJJ-Y9|SOURCE: GOOGLE_MAPS|CACHED: 12/10/2025|AUDITED: 16902 in TEXAS|STATUS: AUDIT_COMPLETE|
Findability Report
Pancho's Auto Electric🔓 Unclaimed
https://www.panchosautoelectric.com/1321 N 77 Sunshine Strip, Harlingen, TX 78550HVAC contractor 4.2 (188 reviews)
✓ Free • 30 sec • No credit card
AI Recommendation Status
for Pancho's Auto Electric
When someone asks AI "best HVAC contractor in Harlingen", only a small shortlist gets shown. Your business is currently:
EXCLUDED
AI can't confidently recommend you right now.
Where You Stand
HvacCompared to 25 Hvacs in Harlingen
67
Your Score
#3
Rank
67
0255075100
Invisible (12%)Visible (88%)AI-Ready (0%)
Percentile
88th
Better than 88% of market
Market Avg
42
Median: 40
Top 10%
70
avg score
Sample Size
25
businesses
What AI Can Confirm
When customers ask AI about your business:
LicensedCan't confirm
InsuredCan't confirm
Reviews188 reviews with a 4.2★ rating.
Real businesslisted on Google Maps with a verified address.
Websitewebsite has structured data that AI can read and verify.
3 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 Pancho's Auto Electric's credentials."
Score: 67
WITH VERIFICATION
"Pancho's Auto Electric is a verified HVAC contractor — licensed & insured."
Score: ~100Grade: A++
No credit card • Phone verification only
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