AI Matching Engine
Transparent, intelligent contractor matching powered by machine learning
100% TransparentData-DrivenBias-Free
Select Project to Analyze
AI Matching Results
Analyzed in 2.3 seconds • 3 contractors evaluated
#1
MR
Mike Rodriguez
Rodriguez Kitchen & Bath
4.9(73 reviews)
San Francisco, CA • 2.3 miles
Responds in < 2 hours
89 projects • 12 years exp
identity
license
insurance
background
Shield eligibility unknown
96%
AI Match Score
location
98%
experience
95%
availability
100%
budget
92%
reviews
98%
specialization
100%
Available
$85/hour
Trust Score: 98%
#2
SC
Sarah Chen
Bay Area Renovations
4.8(124 reviews)
Oakland, CA • 8.7 miles
Responds in < 1 hour
156 projects • 8 years exp
identity
license
insurance
background
Shield eligibility unknown
89%
AI Match Score
location
85%
experience
88%
availability
100%
budget
95%
reviews
96%
specialization
82%
Available
$75/hour
Trust Score: 94%
#3
DT
David Thompson
Thompson Custom Kitchens
4.9(45 reviews)
San Mateo, CA • 15.2 miles
Responds in < 4 hours
67 projects • 18 years exp
identity
license
insurance
background
Shield eligibility unknown
82%
AI Match Score
location
75%
experience
100%
availability
70%
budget
78%
reviews
98%
specialization
100%
Busy
$125/hour
Trust Score: 96%
How Our AI Matching Works
Data Analysis
Analyzes 50+ data points including location, experience, availability, past performance, and specialization
Transparent Scoring
Every match score is fully explainable with detailed breakdowns and reasoning
Bias-Free
Focuses purely on qualifications, performance, and project fit - no demographic bias