Subcategory
Auto Body Shops
This index adds up the scores of 4 questions. 62 brands are ranked.
15 regional questions are not added to this index. By region
- Edition
- Nov 12, 2026
- Methodology
- v5.0
- Panel
- 6 AI surfaces
AI Visibility Ranking
Brands across every question in this category, ordered by GenRank score.
#BrandScore
- 1Caliber Collision181.5
- 2Gerber Collision & Glass123.1
- 3Crash Champions94.9
- 4Safelite AutoGlass76.5
- 5CARSTAR64.6
- 6MAACO56.7
- 7Auto Glass Now52.6
- 8Service King Collision35.9
- 9Killa Dent Removal28.0
- 10Glass Doctor25.4
Show all 50
- 11Auto Glass Safety Council (AGSC)23.8
- 12Classic Collision22.1
- 13John the Dent Guy21.5
- 14Caliber Auto Glass19.3
- 15Speedy Glass19.0
- 16L.A. Bumper Repair19.0
- 17Independence Autobody17.5
- 18Liberty Auto Glass17.5
- 19Grubbs Collision17.0
- 20Quality Auto Glass Colorado16.5
- 21Lloyd’s Collision16.5
- 22Dent Wizard16.0
- 23Fastlane Collision & Custom LLC16.0
- 24Liberty Collision Center15.7
- 25Joe Hudson's15.5
- 26Yelp15.1
- 27National Glass Association (NGA)14.7
- 28Ford14.0
- 29Tesla, Inc. (TSLA)13.6
- 30Honda13.3
- 31JP Euro13.1
- 32Toyota12.8
- 33JP Auto Collision11.5
- 34Caliber (collision repair company)10.6
- 35USA Collision10.6
- 36Carwise10.4
- 37Apex Collision Center10.0
- 38AAA10.0
- 39Auto Glass Service (organization)9.6
- 40PUR Collision Center9.6
- 41NOVUS Glass9.4
- 42Crown Coachworks9.2
- 43Whitaker Auto Collision Center8.9
- 44Joe's Windshield Repair8.7
- 45Carrillo & Sons Collision Center8.7
- 46I-CAR Gold Class8.7
- 47Auto Glass Xperts8.5
- 48National Body Works8.5
- 49National Auto Collision8.3
- 50Einstein Auto Glass of Tulsa8.0
- 1Caliber Collision181.5
- 2Gerber Collision & Glass123.1
- 3Crash Champions94.9
- 4Safelite AutoGlass76.5
- 5CARSTAR64.6
- 6MAACO56.7
- 7Auto Glass Now52.6
- 8Service King Collision35.9
- 9Killa Dent Removal28.0
- 10Glass Doctor25.4
- 11Auto Glass Safety Council (AGSC)23.8
- 12Classic Collision22.1
- 13John the Dent Guy21.5
- 14Caliber Auto Glass19.3
- 15Speedy Glass19.0
- 16L.A. Bumper Repair19.0
- 17Independence Autobody17.5
- 18Liberty Auto Glass17.5
- 19Grubbs Collision17.0
- 20Quality Auto Glass Colorado16.5
- 21Lloyd’s Collision16.5
- 22Dent Wizard16.0
- 23Fastlane Collision & Custom LLC16.0
- 24Liberty Collision Center15.7
- 25Joe Hudson's15.5
- 26Yelp15.1
- 27National Glass Association (NGA)14.7
- 28Ford14.0
- 29Tesla, Inc. (TSLA)13.6
- 30Honda13.3
- 31JP Euro13.1
- 32Toyota12.8
- 33JP Auto Collision11.5
- 34Caliber (collision repair company)10.6
- 35USA Collision10.6
- 36Carwise10.4
- 37Apex Collision Center10.0
- 38AAA10.0
- 39Auto Glass Service (organization)9.6
- 40PUR Collision Center9.6
- 41NOVUS Glass9.4
- 42Crown Coachworks9.2
- 43Whitaker Auto Collision Center8.9
- 44Joe's Windshield Repair8.7
- 45Carrillo & Sons Collision Center8.7
- 46I-CAR Gold Class8.7
- 47Auto Glass Xperts8.5
- 48National Body Works8.5
- 49National Auto Collision8.3
- 50Einstein Auto Glass of Tulsa8.0
Top 50 of 62
The GenRank score sums each brand’s question-level visibility inside this category. Higher means AI names the brand more often and earlier. It is not bounded, so compare brands within one category, not across categories. Methodology
The questions behind this index
4Each question with its top three brands by GenRank score and how many brands its answers named.
Rank trend
Rank trends are drawn once two weekly editions under the same methodology exist. Only the first edition is in so far.
Named by surface
Each cell: of the surface's 4 answers, how many named the brand. Darker means named more often.
- Window
- Oct 18, 2026 ~ Nov 8, 2026
| Brand |  Google AI Overviews |  ChatGPT |  Claude |  Gemini | Google AI Mode |  Microsoft Copilot |
|---|---|---|---|---|---|---|
| 1Caliber Collision | 2 | 1 | 2 | 3 | 3 | 1 |
| 2Gerber Collision & Glass | 1 | 1 | 1 | 4 | 3 | 1 |
| 3Crash Champions | 1 | 1 | 2 | 2 | 3 | 0 |
| 4Safelite AutoGlass | 1 | 0 | 1 | 1 | 1 | 1 |
| 5CARSTAR | 1 | 0 | 0 | 3 | 1 | 2 |
| 6MAACO | 1 | 0 | 0 | 2 | 1 | 2 |
| 7Auto Glass Now | 1 | 0 | 1 | 1 | 1 | 1 |
| 8Service King Collision | 0 | 0 | 2 | 1 | 1 | 0 |
| 9Killa Dent Removal | 1 | 0 | 0 | 0 | 0 | 0 |
| 10Glass Doctor | 0 | 0 | 1 | 1 | 0 | 0 |
| 11Auto Glass Safety Council (AGSC) | 1 | 0 | 0 | 1 | 0 | 0 |
| 12Classic Collision | 0 | 0 | 0 | 1 | 2 | 0 |
| 13John the Dent Guy | 1 | 0 | 0 | 0 | 0 | 0 |
| 14Caliber Auto Glass | 0 | 0 | 0 | 1 | 1 | 0 |
| 15Speedy Glass | 1 | 0 | 0 | 0 | 0 | 0 |
Named alongside
Brands named in the same answers in the last four weeks. Circle size: answers naming the brand. Line width: answers naming both.
- Answers naming the brand
- 1
- 2
- 17
- Answers naming both
- 1
- 14
- Answers naming the brand
- 1
- 2
- 17
- Answers naming both
- 1
- 14
| Brand | Answers naming the brand | Named alongside |
|---|---|---|
| Caliber Collision | 17 | Crash Champions (14), Gerber Collision & Glass (14), CARSTAR (9) |
| Gerber Collision & Glass | 17 | Caliber Collision (14), Crash Champions (12), CARSTAR (8) |
| Crash Champions | 14 | Caliber Collision (14), Gerber Collision & Glass (12), CARSTAR (7) |
| Safelite AutoGlass | 7 | Auto Glass Now (6), Glass Doctor (4), Auto Glass Safety Council (AGSC) (3) |
| CARSTAR | 10 | Caliber Collision (9), Gerber Collision & Glass (8), Crash Champions (7) |
| MAACO | 9 | Caliber Collision (8), Gerber Collision & Glass (7), CARSTAR (6) |
| Auto Glass Now | 6 | Safelite AutoGlass (6), Glass Doctor (3), Caliber Auto Glass (2) |
| Service King Collision | 4 | Caliber Collision (3), Crash Champions (2), Gerber Collision & Glass (2) |
| Killa Dent Removal | 1 | L.A. Bumper Repair (1), Independence Autobody (1), Lloyd’s Collision (1) |
| Glass Doctor | 4 | Safelite AutoGlass (4), Auto Glass Now (3), Gerber Collision & Glass (3) |
| Auto Glass Safety Council (AGSC) | 3 | Safelite AutoGlass (3), Glass Doctor (2), Auto Glass Now (2) |
| Classic Collision | 3 | Crash Champions (3), Gerber Collision & Glass (3), Caliber Collision (3) |
| John the Dent Guy | 1 | Killa Dent Removal (1), L.A. Bumper Repair (1), Independence Autobody (1) |
| Caliber Auto Glass | 2 | Safelite AutoGlass (2), Auto Glass Now (2), Glass Doctor (1) |
| Speedy Glass | 1 | National Glass Association (NGA) (1), Quality Auto Glass Colorado (1), Safelite AutoGlass (1) |
| L.A. Bumper Repair | 1 | Killa Dent Removal (1), Independence Autobody (1), Lloyd’s Collision (1) |
| Independence Autobody | 1 | Killa Dent Removal (1), L.A. Bumper Repair (1), Lloyd’s Collision (1) |
| Liberty Auto Glass | 1 | National Glass Association (NGA) (1), Quality Auto Glass Colorado (1), Speedy Glass (1) |
| Grubbs Collision | 1 | Crash Champions (1), Service King Collision (1), Caliber Collision (1) |
| Quality Auto Glass Colorado | 1 | National Glass Association (NGA) (1), Speedy Glass (1), Safelite AutoGlass (1) |
| Lloyd’s Collision | 1 | Killa Dent Removal (1), L.A. Bumper Repair (1), Independence Autobody (1) |
| Dent Wizard | 2 | MAACO (2), Gerber Collision & Glass (2), Caliber Collision (2) |
| Fastlane Collision & Custom LLC | 2 | CARSTAR (1), MAACO (1) |
| Liberty Collision Center | 1 | Killa Dent Removal (1), L.A. Bumper Repair (1), Independence Autobody (1) |
| Joe Hudson's | 2 | CARSTAR (2), Crash Champions (2), Classic Collision (2) |
| Yelp | 4 | Safelite AutoGlass (3), Glass Doctor (2), Auto Glass Now (2) |
| National Glass Association (NGA) | 1 | Quality Auto Glass Colorado (1), Speedy Glass (1), Safelite AutoGlass (1) |
| Ford | 2 | Crash Champions (2), Classic Collision (2), Honda (2) |
| Tesla, Inc. (TSLA) | 2 | Ford (2), Crash Champions (2), Classic Collision (2) |
| Honda | 2 | Ford (2), Crash Champions (2), Classic Collision (2) |
Most cited sources
Sites cited by the answers to this category's questions and its subcategories'. Counts are citing answers. All of this week's questions. Earlier ranks appear once two weekly runs of the same methodology exist.
| Rank | Source | Citing answers |
|---|---|---|
| 1 | autobodyshopnear.com | 11 |
| 2 | caliber.com | 6 |
| 3 | gerbercollision.com | 4 |
| 4 | safelite.com | 4 |
| 5 | yelp.com | 3 |
| 6 | crashchampions.com | 3 |
| 7 | researchandmarkets.com | 3 |
| 8 | youtube.com | 3 |
| 9 | autoglassnow.com | 3 |
| 10 | 6wresearch.com | 2 |
Sources and brands
Which cited sources appear in the answers that name each brand, counted in answers.
| Cited sources | Brand | Answers naming the brand |
|---|---|---|
| autobodyshopnear.com | Caliber Collision | 10 |
| autobodyshopnear.com | Gerber Collision & Glass | 9 |
| autobodyshopnear.com | Crash Champions | 8 |
| autobodyshopnear.com | CARSTAR | 7 |
| caliber.com | Caliber Collision | 7 |
| caliber.com | Crash Champions | 6 |
| caliber.com | Gerber Collision & Glass | 6 |
| safelite.com | Safelite AutoGlass | 5 |
| safelite.com | Auto Glass Now | 5 |
| gerbercollision.com | Gerber Collision & Glass | 5 |
| crashchampions.com | Caliber Collision | 4 |
| autobodyshopnear.com | MAACO | 4 |
| caliber.com | MAACO | 4 |
| gerbercollision.com | Crash Champions | 4 |
| gerbercollision.com | Caliber Collision | 4 |
| researchandmarkets.com | Caliber Collision | 4 |
| maaco.com | MAACO | 3 |
| crashchampions.com | Gerber Collision & Glass | 3 |
| researchandmarkets.com | CARSTAR | 3 |
| researchandmarkets.com | Crash Champions | 3 |
| researchandmarkets.com | Gerber Collision & Glass | 3 |
| caliber.com | CARSTAR | 3 |
| crashchampions.com | Crash Champions | 3 |
| 6wresearch.com | Caliber Collision | 2 |
| 6wresearch.com | CARSTAR | 2 |
| safelite.com | Gerber Collision & Glass | 2 |
| maaco.com | Caliber Collision | 2 |
| maaco.com | Crash Champions | 2 |
| 6wresearch.com | Gerber Collision & Glass | 2 |
| researchandmarkets.com | MAACO | 2 |
| 6wresearch.com | Crash Champions | 2 |
| caliber.com | Auto Glass Now | 1 |
| crashchampions.com | Service King Collision | 1 |
| 6wresearch.com | MAACO | 1 |
| gerbercollision.com | Service King Collision | 1 |
| gerbercollision.com | Safelite AutoGlass | 1 |
| gerbercollision.com | MAACO | 1 |
| gerbercollision.com | Auto Glass Now | 1 |
| maaco.com | CARSTAR | 1 |
| maaco.com | Gerber Collision & Glass | 1 |
| caliber.com | Safelite AutoGlass | 1 |
| autobodyshopnear.com | Service King Collision | 1 |
Citations by source type
How many citations in this edition point at each kind of source.
By region
This category is measured separately in 15 cities in the United States and Canada. Regional results are shown per city and are not added to the national ranking above.
United States and Canada
- Leading business by region
- A different business leads in every region15 cities
Arizona
- Phoenix, AZLovetts Body Shop
California
- Los Angeles, CANew Smile Auto Body
- San Diego, CABody Shop Express LLC
Florida
- Miami, FLLuxury Custom Garage
- Orlando, FLSergio's Auto Body Shop
Georgia
- Atlanta, GAD&I Auto Body Shop Inc.
Illinois
- Chicago, ILGold Coast Auto Body
Nevada
- Las Vegas, NVDesert Auto Body
New York
- New York CityTNS Auto Collision
Texas
- Austin, TXAustin Body Works
- Dallas, TXHarvey's Collision Centers
- Houston, TXJJ Auto Body
- San Antonio, TXBlue Ribbon Auto Collision Center
British Columbia
- Vancouver, BCPender Auto Body Ltd
Ontario
- Toronto, ONCSN Avenue Collision
The name beside a city is the business AI named most there.
Other indexes in Automotive Services
The other indexes under the same parent, each with its top five brands.
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Tire Shops
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