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THE AI VISIBILITY INDEX

Independent Service Los Angeles Metro AI Visibility Index

Comparing 167 Independent Service dealerships on how well AI models can discover and recommend them

Last updated: 2026-08-22

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The highest-scoring independent auto repair shops in Los Angeles Metro for AI visibility are Otto's Tire And European (85), Fairmount Tire & Rubber (84) and JC's Auto Repair Shop Los Angeles (83). The median score is 53 across 167 independent auto repair shops measured on 2026-08-22. Each score combines discoverability, content quality, technical health, information currency and agent readiness, measured by an automated crawl of each business's public website.

Highest Score
85
Median Score
53
Average Score
50
Lowest Score
12

How to Read This Index

Green (75-100)

Strong AI visibility — AI models can easily discover and accurately represent this dealer

Yellow (50-74)

Moderate visibility — some information is accessible but key details may be missed

Orange (25-49)

Weak visibility — AI can find this dealer but struggles to accurately represent them

Red (0-24)

Limited visibility — significant gaps make it hard for AI to recommend this dealer

Rank Dealer Name Overall Discoverability Content Quality Technical Health Information Currency Agent Ready
#1 Otto's Tire And European 85 90 100 100 51 75
#2 Fairmount Tire & Rubber 84 90 100 100 44 75
#3 JC's Auto Repair Shop Los Angeles 83 90 100 100 57 60
#4 University Tire 82 90 100 100 51 60
#5 Meccanica 82 90 100 100 44 65
#6 Alpine Auto House 81 90 100 100 44 60
#7 Yosemite Auto 81 90 88 100 44 75
#8 Auto Glass Repair Security LA 80 95 100 100 0 80
#9 One Stop Auto Care 76 90 100 100 70 15
#10 Carotech Automotive & Complete Car Care Center 76 90 100 100 70 15
#11 Pinky's 76 100 76 100 81 25
#12 Larsen Automotive 76 90 100 100 70 15
#13 Ace Tech 76 85 100 100 0 70
#14 Speedway Tire 75 90 100 100 57 20
#15 The M Shop 75 90 88 100 44 45
#16 South Bay Auto Glass 74 90 100 100 57 15
#17 P&G Auto Glass 74 97 100 100 57 10
#18 Mlux Auto Body 73 100 76 100 51 35
#19 Lux Line Auto 72 90 88 100 44 30
#20 LA Windshield 72 90 100 100 44 15
#21 Ten Minute Tire Services 72 90 88 100 44 30
#22 J & A Auto 72 90 100 100 44 15
#23 Christy’s Auto Body Repair 72 90 100 100 44 15
#24 RV Radiator and Muffler 72 90 100 100 44 15
#25 Bussard's All Pro Automotive Center 71 90 100 100 57 2
#26 Reseda Auto Air Conditioning & Radiator 70 90 82 100 44 25
#27 West Coast Tire 70 83 82 100 64 20
#28 Tony's Motor 69 100 76 100 44 20
#29 European Motors 69 90 82 100 51 15
#30 York Auto Care 69 95 100 100 0 25
#31 Sherman Oaks Exclusive 69 95 100 100 0 25
#32 Modern Auto Center 68 90 71 100 44 30
#33 Vermont Auto Glass 68 95 100 100 0 20
#34 Safe Auto Glass Co 67 88 100 100 0 25
#35 M/T Auto shop 67 88 100 100 0 25
#36 Prestige auto glass 67 88 100 100 0 25
#37 24 Hour 67 88 100 100 0 25
#38 La Auto Center 67 88 100 100 0 25
#39 Full Blown Performance 67 88 100 100 0 25
#40 DT Motors 67 88 100 100 0 25
#41 Aimco Clutch 67 88 100 100 0 25
#42 Auto Fast Glass 66 95 100 100 0 12
#43 Doctor Auto Glass 66 92 100 100 0 15
#44 Avo's Automotive 66 95 100 100 0 10
#45 United Collision Specialists 65 85 100 100 0 15
#46 All Truck Gears 64 95 82 100 0 25
#47 Hyperion Auto Repair 64 78 100 100 0 20
#48 Limitless Auto Glass 63 88 82 100 0 25
#49 Mobile oil change 63 88 82 100 0 25
#50 The 62 95 76 100 0 22
#51 Premium 62 95 76 100 0 22
#52 Next Level Auto 62 85 76 100 0 30
#53 Superformance Foreign 61 88 76 100 0 22
#54 Venice Auto Care 60 88 71 100 0 25
#55 World Auto Body & Paint Center 60 85 76 100 0 20
#56 G&C Auto Glass Mobile 60 85 76 100 0 22
#57 Auto Glass of LA 60 85 76 100 0 20
#58 California Transmission 60 85 76 100 0 20
#59 Rigo's Auto AC 60 88 71 100 0 25
#60 Osuna Auto Glass 60 88 76 100 0 20
#61 AGC 60 95 76 100 0 10
#62 Los Angeles Auto Body Center 60 85 76 100 0 20
#63 New Image 60 85 76 100 0 20
#64 Walt's Transmission & Automotive Repair 59 90 41 100 57 15
#65 Super Auto Dent Body 59 80 76 100 0 20
#66 Onsite Los Angeles Mobile Mechanic 59 95 76 100 0 5
#67 Hi Tech Automotive 58 95 76 100 0 0
#68 Leti Auto Works 58 97 41 100 57 0
#69 D & E Transmissions 57 80 76 100 0 10
#70 One Stop Auto Air Conditioning & Electrical Repair 57 90 41 100 44 15
#71 Silverlake Auto 57 95 65 100 0 10
#72 Hyperion 57 78 76 100 0 15
#73 El Monte Transmission 57 90 41 100 44 15
#74 Complete Automotive Systems 57 90 41 100 44 15
#75 San Luis Auto Glass 56 73 71 100 0 20
#76 Xpress Brakes 55 60 76 100 0 20
#77 Montes Transmission Inc | Automatic Transmission Replacement, Manual Transmission Repair Shop 54 85 29 100 44 20
#78 Imperios auto glass 54 85 29 100 44 20
#79 Team MPE #1 "Mike's Performance Exhaust & Mechanical" 54 95 41 100 0 25
#80 Advanced Electronic Engine 53 90 29 100 44 10
#81 Davis Brothers Tires 53 75 65 100 0 10
#82 Santa Tire Depot 53 75 65 100 0 10
#83 Westside Brake & Tires 53 75 65 100 0 10
#84 Grand Prix Tire and Automotive 53 75 65 100 0 10
#85 Grand Prix Auto Body 52 90 24 100 44 10
#86 V-Tech Rebuild Engines and heads 52 100 0 100 69 10
#87 Montri Auto Repair 52 85 29 100 44 10
#88 Melrose Tires Wheels & Hubcaps 51 90 29 100 44 0
#89 L.A. Tires 51 75 65 100 0 0
#90 Castellon's Tires 51 75 65 100 0 0
#91 Autoglass Elite Shield 51 95 29 100 0 25
#92 American Tire Centers Hollywood 90027 51 75 65 100 0 0
#93 Pepe's Tire Shop 51 75 65 100 0 0
#94 Lozada's Transmissions 51 95 41 100 0 10
#95 GT Transmission 51 95 41 100 0 10
#96 In and Out Tire 51 95 41 100 0 10
#97 Globe Tire & Motorsports 51 75 65 100 0 0
#98 Mike's Muffler 50 85 41 100 0 15
#99 Greg's Tune-Up 50 83 29 100 44 0
#100 Autoglass Tikal 49 88 29 100 0 25
#101 United Alignment & Tire Center 49 85 29 100 0 25
#102 I&C Auto Transmission Repair 48 70 41 100 0 20
#103 GTS Auto Center 48 95 12 100 0 30
#104 Javier's Power Stroke Diesel Repair 48 100 0 100 44 10
#105 National Garage 47 85 29 100 0 15
#106 Mfast Auto 46 95 12 100 0 20
#107 New Oriental 46 80 41 100 0 0
#108 LAX Transmissions 46 70 41 100 0 10
#109 Boston Transmission Co 46 95 12 100 0 20
#110 Hollywood Discount Muffler 46 85 12 100 0 30
#111 Performance Transmission 45 80 29 100 0 10
#112 Witmer Auto 45 85 24 100 0 10
#113 Korea Town Auto body 44 85 12 100 0 20
#114 S&A Auto Diagnostics LLC Mobile mechanic 44 95 12 100 0 10
#115 Rony's Tire Center Auto Repair & Body Work 44 85 12 100 0 20
#116 Angel's Auto Electric 44 85 12 100 0 20
#117 Willie's Tires & Alignment 44 85 12 100 0 20
#118 Auto Glass Oscar in Los Angeles 43 80 12 100 0 20
#119 Mr. Kool's Auto 43 80 12 100 0 20
#120 SMP Auto Care 43 55 24 100 0 30
#121 Automed Car Care 43 80 29 100 0 2
#122 New Smile Auto Body 42 95 12 100 0 0
#123 Joe's Mufflers and Radiators 42 85 12 100 0 10
#124 Eddie's Mufflers 42 40 41 100 0 20
#125 Euro Spec Motoring 42 78 12 100 0 20
#126 AC TECH Auto Repair 41 75 12 83 44 0
#127 LA Auto Repair 40 85 29 50 44 0
#128 Hollywood Transmission 40 55 29 100 0 10
#129 Ricardo Auto Glass 40 80 0 100 0 20
#130 Nayarit Mufflers 39 70 12 100 0 10
#131 Collision Consultants Auto Body & Paint 38 70 0 100 0 20
#132 LA Metro Auto Body 36 70 0 100 0 10
#133 Sweeney's Custom Mufflers 36 55 12 100 0 10
#134 ABC Auto Electric 36 55 12 100 0 10
#135 Omar's Auto Repair 35 55 0 100 0 20
#136 E&L Auto/Body & Tow 34 70 0 100 0 0
#137 Pirelli P ZERO World 34 45 12 100 0 10
#138 Eco Pure Oil and Lube 33 65 0 100 0 0
#139 American Auto Glass 30 95 0 50 0 5
#140 Downtown Auto 30 80 18 50 0 0
#141 Elite Auto Body 28 85 0 50 0 5
#142 Roll Up Tires 25 25 0 100 0 0
#143 LA Auto Club Mobile Mechanic Luxury 25 25 0 100 0 0
#144 Western Automatic Transmission 22 10 0 100 0 0
#145 Quick Touch Mobile Oil Change 22 10 0 100 0 0
#146 Low Price Auto Glass 22 10 0 100 0 0
#147 GTO Auto Glass 21 25 0 83 0 0
#148 Community Auto Center 17 38 0 50 0 0
#149 Rich5oil Synthetics Mobile Oil Change 16 30 0 50 0 0
#150 Blackstone 16 30 0 50 0 0
#151 Bubba's performance & more 16 30 0 50 0 0
#152 Five Star Auto Glass & Window Tinting 16 30 0 50 0 0
#153 Apple Collision – Koreatown 16 30 0 50 0 0
#154 Fleet Lube 16 30 0 50 0 0
#155 Silverlake Automotive 15 25 0 50 0 0
#156 West LA Auto 15 25 0 50 0 0
#157 Westside Transmission & Automotive 15 25 0 50 0 0
#158 Mike's Auto Glass 15 25 0 50 0 0
#159 Kartek Automotive 15 25 0 50 0 0
#160 Electric Ave Silverlake 13 25 0 40 0 0
#161 Olympic Alignment & Auto Care 13 25 0 40 0 0
#162 Cypress Muffler Shop 13 25 0 40 0 0
#163 Maple Auto Center 13 25 0 40 0 0
#164 Hugo's Auto Electric 13 25 0 40 0 0
#165 Beto's Mufflers & Catalytics 13 25 0 40 0 0
#166 Castle 12 10 0 50 0 0
#167 BM Auto Repair Collision Specialist 12 10 0 50 0 0

Methodology

AI visibility scores measure how well a dealership website can be discovered and understood by AI models like ChatGPT, Claude, and Perplexity. We analyze four key dimensions:

  • Discoverability: Can AI systems find your website?
  • Content Quality: Does AI understand what your dealership offers?
  • Technical Health: Does your website work well with AI systems?
  • Information Currency: Is your online information up to date?
  • Agent Readiness: Can AI assistants take actions for your customers?

Scores range from 0-100, with higher scores indicating better AI visibility. This index is updated monthly to track improvements and changes across the cohort.

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