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Industry Reports
Auto Repair Shops AI visibility reports by city
Browse every published city report for auto repair shops. Each report summarizes real scans, average AI visibility scores, common site problems, and local market comparisons.
95 city reports
766 source scans
60.7 average score
Crawl path
Every city report is linked here
This page is intentionally crawlable HTML. Search engines and AI crawlers can follow these links from the main directory into the city-level reports without needing to parse the XML sitemap.
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Published auto repair shops reports
We add more cities as the scan pipeline publishes enough data for useful market-level reporting.
Auto Repair Shops in Albuquerque
NM · 8 scans · avg score 62.6
Auto Repair Shops in Anaheim
CA · 8 scans · avg score 59.3
Auto Repair Shops in Arlington
TX · 8 scans · avg score 56.9
Auto Repair Shops in Atlanta
GA · 8 scans · avg score 66.3
Auto Repair Shops in Aurora
CO · 8 scans · avg score 59.1
Auto Repair Shops in Austin
TX · 9 scans · avg score 61.9
Auto Repair Shops in Bakersfield
CA · 8 scans · avg score 62.1
Auto Repair Shops in Baltimore
MD · 8 scans · avg score 58.1
Auto Repair Shops in Baton Rouge
LA · 8 scans · avg score 57
Auto Repair Shops in Birmingham
AL · 8 scans · avg score 58.6
Auto Repair Shops in Boise
ID · 8 scans · avg score 65.4
Auto Repair Shops in Boston
MA · 8 scans · avg score 63.6
Auto Repair Shops in Buffalo
NY · 8 scans · avg score 51.9
Auto Repair Shops in Cape Coral
FL · 8 scans · avg score 56.5
Auto Repair Shops in Charleston
SC · 8 scans · avg score 63.4
Auto Repair Shops in Charlotte
NC · 9 scans · avg score 66.2
Auto Repair Shops in Chattanooga
TN · 8 scans · avg score 62.3
Auto Repair Shops in Chicago
IL · 9 scans · avg score 53.7
Auto Repair Shops in Cincinnati
OH · 8 scans · avg score 65.6
Auto Repair Shops in Cleveland
OH · 8 scans · avg score 58
Auto Repair Shops in Colorado Springs
CO · 8 scans · avg score 59.3
Auto Repair Shops in Columbia
SC · 8 scans · avg score 60.1
Auto Repair Shops in Columbus
OH · 9 scans · avg score 61.1
Auto Repair Shops in Corpus Christi
TX · 8 scans · avg score 58.6
Auto Repair Shops in Dallas
TX · 9 scans · avg score 56.2
Auto Repair Shops in Denver
CO · 9 scans · avg score 62.2
Auto Repair Shops in Des Moines
IA · 8 scans · avg score 60.8
Auto Repair Shops in Detroit
MI · 8 scans · avg score 55.4
Auto Repair Shops in Durham
NC · 8 scans · avg score 61.3
Auto Repair Shops in El Paso
TX · 8 scans · avg score 56.1
Auto Repair Shops in Fort Lauderdale
FL · 8 scans · avg score 56.1
Auto Repair Shops in Fort Worth
TX · 3 scans · avg score 56
Auto Repair Shops in Fresno
CA · 8 scans · avg score 65.3
Auto Repair Shops in Frisco
TX · 8 scans · avg score 64.1
Auto Repair Shops in Garland
TX · 8 scans · avg score 61
Auto Repair Shops in Grand Rapids
MI · 8 scans · avg score 58.6
Auto Repair Shops in Greensboro
NC · 8 scans · avg score 62.4
Auto Repair Shops in Houston
TX · 9 scans · avg score 55.4
Auto Repair Shops in Huntsville
AL · 8 scans · avg score 59.1
Auto Repair Shops in Indianapolis
IN · 9 scans · avg score 58.3
Auto Repair Shops in Irvine
CA · 8 scans · avg score 65.4
Auto Repair Shops in Irving
TX · 8 scans · avg score 60
Auto Repair Shops in Jacksonville
FL · 9 scans · avg score 63.7
Auto Repair Shops in Jersey City
NJ · 8 scans · avg score 59.1
Auto Repair Shops in Kansas City
MO · 8 scans · avg score 65.1
Auto Repair Shops in Knoxville
TN · 8 scans · avg score 64.1
Auto Repair Shops in Laredo
TX · 8 scans · avg score 58.1
Auto Repair Shops in Las Vegas
NV · 8 scans · avg score 63.8
Auto Repair Shops in Lexington
KY · 8 scans · avg score 58
Auto Repair Shops in Little Rock
AR · 8 scans · avg score 61.4
Auto Repair Shops in Long Beach
CA · 8 scans · avg score 59.9
Auto Repair Shops in Los Angeles
CA · 9 scans · avg score 59.4
Auto Repair Shops in Louisville
KY · 8 scans · avg score 63.1
Auto Repair Shops in Lubbock
TX · 8 scans · avg score 62.1
Auto Repair Shops in Madison
WI · 8 scans · avg score 58.9
Auto Repair Shops in Mckinney
TX · 8 scans · avg score 60.8
Auto Repair Shops in Memphis
TN · 8 scans · avg score 58.1
Auto Repair Shops in Mesa
AZ · 8 scans · avg score 63.4
Auto Repair Shops in Miami
FL · 8 scans · avg score 63.9
Auto Repair Shops in Milwaukee
WI · 8 scans · avg score 56.8
Auto Repair Shops in Minneapolis
MN · 8 scans · avg score 65
Auto Repair Shops in Mobile
AL · 8 scans · avg score 63.9
Auto Repair Shops in Naples
FL · 8 scans · avg score 63.1
Auto Repair Shops in Nashville
TN · 8 scans · avg score 62.9
Auto Repair Shops in New Orleans
LA · 8 scans · avg score 61.8
Auto Repair Shops in New York City
NY · 9 scans · avg score 56.1
Auto Repair Shops in Newark
NJ · 8 scans · avg score 61.4
Auto Repair Shops in Norfolk
VA · 8 scans · avg score 61.4
Auto Repair Shops in Oakland
CA · 8 scans · avg score 59.5
Auto Repair Shops in Oklahoma City
OK · 9 scans · avg score 64
Auto Repair Shops in Omaha
NE · 8 scans · avg score 59.4
Auto Repair Shops in Orlando
FL · 8 scans · avg score 59.9
Auto Repair Shops in Philadelphia
PA · 2 scans · avg score 53
Auto Repair Shops in Phoenix
AZ · 9 scans · avg score 62.4
Auto Repair Shops in Pittsburgh
PA · 8 scans · avg score 56
Auto Repair Shops in Plano
TX · 8 scans · avg score 63.1
Auto Repair Shops in Portland
OR · 8 scans · avg score 64.8
Auto Repair Shops in Raleigh
NC · 8 scans · avg score 64.6
Auto Repair Shops in Richmond
VA · 8 scans · avg score 65.8
Auto Repair Shops in Riverside
CA · 8 scans · avg score 61
Auto Repair Shops in Rochester
NY · 8 scans · avg score 62.8
Auto Repair Shops in Sacramento
CA · 8 scans · avg score 63.6
Auto Repair Shops in Salt Lake City
UT · 8 scans · avg score 63.4
Auto Repair Shops in San Antonio
TX · 9 scans · avg score 52.3
Auto Repair Shops in San Diego
CA · 9 scans · avg score 57.2
Auto Repair Shops in San Francisco
CA · 9 scans · avg score 62
Auto Repair Shops in San Jose
CA · 8 scans · avg score 56
Auto Repair Shops in Santa Ana
CA · 8 scans · avg score 61.9
Auto Repair Shops in Savannah
GA · 8 scans · avg score 64
Auto Repair Shops in Seattle
WA · 9 scans · avg score 58.4
Auto Repair Shops in St. Louis
MO · 8 scans · avg score 59.4
Auto Repair Shops in St. Paul
MN · 8 scans · avg score 63.4
Auto Repair Shops in St. Petersburg
FL · 8 scans · avg score 62.1
Auto Repair Shops in Tampa
FL · 8 scans · avg score 57.1
Auto Repair Shops in Toledo
OH · 8 scans · avg score 63.9