GenRank™

independent repair shops

organization category
GenRank Score
234.3

Independently owned and operated businesses providing vehicle maintenance and repair services.

Also Known As

independent repair shopsindependent, locally owned repair shopsindependent auto repair shopsIndependent local mechanics
4 questions•2 categories
Which auto repair chains offer fair prices for common repairs?Auto Repair Shops
Score
79.7
Rank
#1

Score History

Loading score data...
Average Rank
#3.0
Median
#1
Range
#1–#5
Consistency
★★☆σ=2.0
🏆Top 3 in 3/4 models
🎯Top 5 in 4/4 models

Rankings by Model

Gemini 3.1 Flash Lite #1GPT-5.4 mini #1Grok 4.3 #1Claude Haiku 4.5 #5
Which car service providers offer the best value for routine maintenance?Automotive Services
Score
65.0
Rank
#1

Score History

Loading score data...
Average Rank
#1.0
Median
#1
Range
#1–#1
🏆Top 3 in 3/3 models

Rankings by Model

Gemini 3.1 Flash Lite #1GPT-5.4 mini #1Grok 4.3 #1
Which automotive service companies are the most trusted?Automotive Services
Score
45.0
Rank
#1

Score History

Loading score data...
Average Rank
#1.0
Median
#1
Range
#1–#1
🏆Top 3 in 2/2 models

Rankings by Model

GPT-5.4 mini #1Grok 4.3 #1
Which auto repair shops are the most trusted?Auto Repair Shops
Score
44.6
Rank
#1

Score History

Loading score data...
Average Rank
#4.3
Median
#4
Range
#1–#8
Consistency
★☆☆σ=2.9
🏆Top 3 in 1/3 models
🎯Top 5 in 2/3 models

Rankings by Model

GPT-5.4 mini #1Grok 4.3 #4Sonar #8