RECORD: EAR-CHIJ_XXX|SOURCE: GOOGLE_MAPS|CACHED: 1/5/2026|AUDITED: 16902 in TEXAS|STATUS: AUDIT_COMPLETE|
RECORD: EAR-CHIJ_XXX|SOURCE: GOOGLE_MAPS|CACHED: 1/5/2026|AUDITED: 16902 in TEXAS|STATUS: AUDIT_COMPLETE|
Findability Report
Liberty Mechanical Inc🔓 Unclaimed
https://www.libertymechanicalinc.com/1200 Lakeway Dr, Lakeway, TX 78734HVAC contractor 5.0 (8 reviews)
✓ Free • 30 sec • No credit card
AI Recommendation Status
for Liberty Mechanical Inc
When someone asks AI "best HVAC contractor in Lakeway", only a small shortlist gets shown. Your business is currently:
EXCLUDED
AI can't confidently recommend you right now.
Where You Stand
HvacCompared to 8 Hvacs in Lakeway
45
Your Score
#5
Rank
45
0255075100
Invisible (0%)Visible (100%)AI-Ready (0%)
Percentile
38th
Better than 38% of market
Market Avg
45
Median: 45
Top 10%
67
avg score
Sample Size
8
businesses
What AI Can Confirm
When customers ask AI about your business:
LicensedCan't confirm
InsuredCan't confirm
Reviews8 reviews (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 Liberty Mechanical Inc's credentials."
Score: 45
WITH VERIFICATION
"Liberty Mechanical Inc is a verified HVAC contractor — licensed & insured."
Score: ~95Grade: A+
No credit card • Phone verification only
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