Industry Report

Auto Glass Repair

Top Wikipedia Pages

Dominant · Search Engine Appearances ρ=0.382

AI recommendation signal analysis across 2,254 domains and 11 buyer personas in Auto Glass Repair, led by safelite.com as the most LLM-recommended domain.

Download this report (.xlsx)

2,254Domains Tracked

11Buyer Personas

35.8MReddit Posts

70KWikipedia Articles

17.6MOpen Web Matches

wikipedia_top_pages.report

ArticleScore

List of automobiles notable for negative reception

99.2

Tesla, Inc.

97.4

Chevrolet Suburban

95.9

Lexus RX

95.5

Tesla Model 3

92.2

Articles rankedn = 25

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About This Report

How to use this page

Industry view: this page aggregates every persona's data for the whole industry, plus industry-wide queries. Pick a persona from the sidebar to narrow the lens to one segment.

Use Case

See how Wikipedia covers your market

Wikipedia is one of the most heavily cited sources in LLM training data and AI answers. These are the articles where this segment's topics live and its brands get mentioned. Study where competitors appear, and treat the zero-mention list at the bottom as articles worth earning a legitimate presence in.

How It's Calculated

Where the numbers come from

We scan the full text of every English Wikipedia article for this segment's topic phrases and brand hostnames, then count matches per article. Maintenance pages (drafts, templates, categories and similar) are excluded. Article links use stable page IDs, so they survive renames.

Overview

What's on this page

Top-article charts by topic matches and by brand mentions, the full article table, and a list of topic-heavy articles that mention none of this segment's brands.

Segment Totals

Wikipedia coverage at a glance

How much of English Wikipedia touches Auto Glass Repair across all personas: distinct articles containing this segment's topic phrases, distinct articles mentioning its brand domains, and the raw match totals behind them.

70K

Articles With Topic Matches

25K

Articles Mentioning Brands

481K

Topic Phrase Matches

336K

Brand Mentions

Wikipedia Data

Top Wikipedia articles

The articles where Auto Glass Repair's topics and brands appear most, aggregated across all personas. Topic Matches counts this segment's own vocabulary in the article text; Brand Mentions counts its brand domains; Blended merges the two on a log scale (brand mentions weighted higher, 0 to 100). Bars and article titles link to the live article. The table follows the selected view.

Article	Blended	Topic Matches	Brand Mentions

List of automobiles notable for negative reception	99.2	791	1,298
Tesla, Inc.	97.4	516	1,432
Chevrolet Suburban	95.9	464	1,276
Lexus RX	95.5	427	1,298
Tesla Model 3	92.2	237	1,335
Ford Explorer	92.1	329	1,035
Criticism of Tesla, Inc.	90.7	324	889
Ford Expedition	89.9	153	1,380
Self-driving car	88.9	688	414
Tesla Model X	88.8	230	902
Chevrolet Silverado	88.6	288	749
Honda Insight	88.0	240	790
Lexus	87.4	300	630
Tesla Autopilot	87.0	364	522
BMW M5	85.8	204	682
Lexus LS	84.4	156	696
Hyundai Elantra	84.3	192	595
American Automobile Association	84.2	368	366
Lane centering	83.4	342	352
Economic impact of the COVID-19 pandemic	83.1	206	488
Ford Escape	82.7	162	552
Subaru Forester	82.0	160	516
Advanced driver-assistance system	82.0	320	312
Toyota Sienna	81.8	145	540
Dodge Caravan	81.8	210	410
Chevrolet Malibu	81.4	190	420
History of Tesla, Inc.	81.2	132	539
Volkswagen	81.0	344	261
Tesla Roadster (first generation)	80.9	114	576
Collision avoidance system	80.8	258	315
Ford F-Series	80.7	172	414
Adaptive cruise control	80.5	300	272
Electric car	80.4	168	408
Toyota Prius	80.0	140	445
Acura MDX	79.9	112	518
Tesla Model Y	79.9	138	444
Tesla Cybertruck	79.8	204	329
Cadillac ATS	79.7	140	430
Ford Fusion (Americas)	79.5	132	434
Airbag	79.5	204	318
History of self-driving cars	79.4	390	196
Lexus GS	79.1	148	384
Mercedes-Benz	78.9	106	476
History of plug-in hybrids	78.9	130	410
Automotive industry in the United States	78.7	106	462
Honda Odyssey (North America)	78.5	78	567
Toyota Sequoia	78.5	104	456
Plug-in hybrid	78.1	105	432
Volvo XC90	78.1	135	360
State Farm	77.8	94	455
Mercedes-Benz G-Class	77.7	108	405
Tesla Model S	77.7	152	316
Audi A8	77.7	231	234
Walmart	77.6	327	179
Automotive safety	77.6	224	236
Lexus ES	77.3	46	711
Audi A6	76.8	86	426
Nissan Altima	76.5	87	408
Audi	76.5	129	308
BYD Auto	76.4	320	157
Ford Motor Company	76.2	188	226
Honda Ridgeline (second generation)	76.2	180	234
Plug-in electric vehicles in the United States	76.1	116	315
Mitsubishi Outlander	76.1	126	300
Chevrolet Tahoe	76.1	184	228
Toyota Tacoma	75.9	45	609
Toyota Tundra	75.9	49	574
Power-to-weight ratio	75.8	88	371
Nissan Sentra	75.8	90	365
Jeep Grand Cherokee (WK2)	75.7	87	371
Lexus IS (XE20)	75.6	38	660
Lexus IS	75.6	41	630
List of mobile virtual network operators in the United States	75.4	368	126
Suzuki	75.3	104	312
Honda Pilot	75.2	52	504
Traffic collision	75.2	324	134
Electric vehicle battery	75.1	132	255
American Motors Corporation	74.9	165	212
Tesla US dealership disputes	74.8	73	376
Porsche 911	74.8	84	340
Nissan GT-R	74.8	212	174
Connected car	74.8	196	186
Prescription drug prices in the United States	74.5	240	154
Lexus LFA	74.4	80	336
Volvo Cars	74.4	162	201
Buick LaCrosse	74.1	68	366
Rambler American	74.1	210	162
List of lawsuits involving Tesla, Inc.	74.0	66	366
2009–2011 Toyota vehicle recalls	73.9	144	208
Medicare (United States)	73.8	110	250
Tesla Autopilot hardware	73.7	156	192
General Motors	73.7	158	188
Pontiac Grand Prix	73.6	76	318
BMW M3	73.6	126	220
List of Tesla Autopilot crashes	73.5	177	170
Luxury car	73.4	67	340
T-Mobile US	73.2	77	298
Volvo V70	73.2	155	180
Mercedes-Benz GLE	73.0	74	300
Subaru Outback	73.0	87	267
Vehicular automation	73.0	192	150
Audi A5	73.0	104	236
Lexus LS (XF40)	73.0	114	220
Headlamp	73.0	165	168
Ford Mustang (sixth generation)	72.8	189	148
Mitsubishi Eclipse	72.7	50	384
Cadillac Escalade	72.7	76	284
Credit card	72.6	55	354
Fiat 500 (2007)	72.6	126	194
Mitsubishi Mirage	72.5	70	295
List of thermal incidents in electric vehicles	72.4	45	400
Chevrolet Volt (first generation)	72.3	96	228
BMW 5 Series (F10)	72.2	80	259
Tesla Energy	71.9	51	342
Hyundai Santa Fe	71.9	64	292
Chrysler Pacifica (minivan)	71.8	82	240
BMW 7 Series (F01)	71.8	132	170
Grey import vehicle	71.6	124	174
Jeep Compass	71.5	104	195
Jeep Grand Cherokee	71.4	68	264
Acura TLX	71.3	104	192
Honda Accord	71.2	31	450
List of scams	71.1	68	252
Starlink	70.9	112	172
Corporate average fuel economy	70.8	45	330
Nissan Leaf (first generation)	70.6	47	310
Tesla Fremont Factory	70.6	61	259
Hybrid electric vehicle	70.5	74	222
Car	70.5	94	186
Nissan Rogue	70.3	60	250
Acura RDX	70.3	66	235
Mercedes-Benz S-Class	70.2	100	171
JetBlue	70.0	75	206
Honda Fit (second generation)	70.0	105	162
Lexus LX	69.9	24	460
Toyota Camry	69.8	30	385
Nissan Murano	69.8	63	228
Car Allowance Rebate System	69.8	66	220
Chevrolet Corvette	69.7	68	213
Pickup truck	69.6	54	250
Infiniti QX80	69.6	85	180
Chevrolet Equinox	69.6	120	140
Buick Regal	69.5	78	189
Nissan Pathfinder	69.5	92	168
VinFast	69.5	108	150
Toyota Camry (XV40)	69.3	35	325
Subaru WRX	69.2	31	350
Toyota Avalon	69.2	39	300
Lexus SC	69.1	48	256
Chevrolet Impala	69.0	28	370
Chrysler 300	69.0	111	138
Lane departure warning system	68.7	104	140
Cadillac de Ville series	68.7	91	153
Windshield	68.6	144	108
Mercedes-Benz Sprinter	68.6	92	150
Corporate responses to the Russian invasion of Ukraine	68.5	147	106
Car classification	68.4	27	354
Chevrolet Camaro (fifth generation)	68.4	58	204
Volkswagen Tiguan	68.4	128	116
Ford Taurus	68.3	81	159
Audi A4	68.2	50	222
Ford Taurus (sixth generation)	68.2	54	210
BMW 7 Series (G70)	68.2	120	118
Porsche 911 GT3	68.2	99	135
Criticism of SUVs	68.1	33	295
Hyundai Tucson	68.0	34	284
BMW 3 Series (E90)	67.9	34	280
Electric car use by country	67.9	154	95
List of datasets for machine-learning research	67.9	62	184
Volvo S80	67.9	90	140
Fisker Karma	67.7	37	258
BMW i3 (hatchback)	67.7	45	225
Electric vehicle	67.7	55	196
Electronic stability control	67.7	66	172
Mini (marque)	67.7	135	102
Ford Mustang	67.6	37	255
Electric bicycle laws	67.6	93	132
Ford Super Duty	67.3	62	170
Sports car	67.3	68	160
Honda Ridgeline (first generation)	67.2	34	260
Economy car	67.1	148	89
Audi R8 (Type 42)	67.0	68	153
Toyota Crown	66.9	138	91
Station wagon	66.9	86	129
Toyota 4Runner	66.8	26	296
Mobileye	66.8	210	66
Honda Civic (ninth generation)	66.8	74	141
Vehicle insurance	66.7	132	92
Assured clear distance ahead	66.7	120	98
Hyundai Grandeur	66.7	69	147
Lincoln Continental	66.6	72	140
Range Rover	66.5	52	175
Ford Windstar	66.4	32	246
Nissan Micra	66.4	148	81
Mercedes-Benz C-Class (W204)	66.2	19	345
Toyota GR Supra	66.1	135	84
Health care prices in the United States	66.0	128	86
Hyundai Motor Company	66.0	62	146
Founders Fund	66.0	94	108
Mini	65.9	115	92
Nissan 350Z	65.8	50	165
Toyota Prius (XW30)	65.7	60	144
Ford Crown Victoria	65.7	96	102
Generation Z in the United States	65.7	84	112
Electric vehicle warning sounds	65.5	111	90
Groupon	65.5	80	114
List of film and television accidents	65.4	258	48
Laptop	65.4	100	96
Chrysler Town & Country (minivan)	65.3	27	240
Health care systems by country	65.3	102	93
Dale Earnhardt Jr.	65.2	138	74
Volkswagen emissions scandal	65.2	121	81
Convertible	65.2	96	96
Mercedes-Benz S-Class (W220)	65.1	20	290
Lincoln MKZ	65.1	54	144
AGC Inc.	65.1	84	105
Mercedes-Benz E-Class (W212)	64.9	48	152
Nashville, Tennessee	64.9	54	140
Product placement	64.9	54	140
Used car	64.8	60	129
Child safety seat	64.8	80	105
Android (operating system)	64.7	91	94
AMC Concord	64.6	132	71
Hatchback	64.6	69	114
Automotive lighting	64.6	69	114
Big data	64.6	74	108
Volkswagen Golf Mk7	64.5	30	204
Lincoln Motor Company	64.5	44	154
AMC Hornet	64.5	93	90
Infiniti QX60	64.4	52	135
Vehicle insurance in the United States	64.4	95	88
Timeline of computing 2020–present	64.4	78	102
Oldsmobile	64.3	147	63
OLED	64.3	132	68
Lexus GX	64.3	50	138
Ford Ranger (Americas)	64.3	72	106
Volvo S60	64.2	52	132
Comparison of user features of messaging platforms	64.2	100	83
Economic policy of the first Trump administration	64.1	84	93
Car dealerships in the United States	64.0	36	168
Tire	64.0	41	153
Alfa Romeo Giulia (2015)	64.0	120	71
Chrysler	64.0	112	74
Subaru	63.9	33	176
Timeline of the COVID-19 pandemic in the United States (2020)	63.9	95	83
New York (state)	63.8	142	61
Energy policy of India	63.8	123	68
Acura	63.8	52	126
Honda S2000	63.7	26	205
Better Place (company)	63.7	54	122
LinkedIn	63.6	89	84
Timeline of historic inventions	63.6	74	96
Mercedes-Benz CLA	63.6	68	102
SeatGeek	63.5	35	162
Light-emitting diode	63.5	48	129
Nissan Maxima	63.4	19	246
Four-wheel drive	63.4	26	196
Porsche Cayenne	63.4	35	159
Enterprise Holdings	63.4	46	132
Lincoln Navigator	63.3	31	171
OnStar	63.3	34	160
Audi Q5	63.3	42	138
Subaru Ascent	63.2	16	270
Pontiac Solstice	63.1	36	150
Health care finance in the United States	63.1	78	86
Genesis G80	62.9	28	175
Porsche Boxster and Cayman	62.9	28	175
Suzuki Jimny	62.9	44	128
Los Angeles International Airport	62.8	86	78
AMC Eagle	62.7	26	180
Ford Maverick (2022)	62.7	58	102
BMW X7	62.6	48	116
List of unusual deaths in the 21st century	62.5	150	50
Kia Forte	62.5	27	171
Chrysler Pacifica (crossover)	62.4	28	165
Nissan Skyline	62.4	92	70
Ford EcoBoost engine	62.4	51	108
Crash test dummy	62.4	66	90
Product recall	62.4	62	94
Oshkosh NGDV	62.4	74	82
Eli Lilly and Company	62.3	110	61
Comparison of the healthcare systems in Canada and the United States	62.3	82	76
Driver's licenses in the United States	62.2	108	61
Timeline of 1960s counterculture	62.2	85	73
Societal effects of cars	62.1	26	168
Unmanned aerial vehicle	62.0	150	47
Jeep Wagoneer (SJ)	62.0	144	48
Social Security (United States)	61.9	49	105
Boston Marathon bombing	61.9	73	78
Adore Me	61.8	162	43
Green Dot Corporation	61.8	24	172
Nissan Kicks	61.8	40	120
RadioShack	61.7	78	73
Kia Niro	61.7	52	98
Subaru Impreza (second generation)	61.5	22	176
IPhone	61.4	118	52
2008–2010 automotive industry crisis	61.4	39	116
Plug-in electric vehicle	61.4	58	87
Sudden unintended acceleration	61.3	64	80
Insurance	61.2	23	164
Venture capital	61.2	49	96
List of solved missing person cases (2010s)	61.1	207	33
Hyundai Kona	61.1	37	116
Volkswagen Beetle	61.1	72	72
Warranty	61.1	48	96
Toyota Prius Plug-in Hybrid	61.1	47	97
Race and health in the United States	61.1	61	81
Rolls-Royce Phantom VII	61.0	68	74
Acura TSX	60.9	25	150
Renault Mégane RS	60.9	54	86
Safelite	60.9	60	80
Nissan Xterra	60.8	20	172
Budapest	60.8	34	118
Saturn Corporation	60.7	28	135
Lexus HS	60.7	28	135
US Airways	60.5	32	120
The Bronx	60.5	76	64
Passenger vehicles in the United States	60.5	60	76
Resort fee	60.4	104	50
AMC AMX	60.3	120	45
GMC Hummer EV	60.3	32	117
Washington (state)	60.2	59	74
Lexus LF	60.1	25	135
BMW X3	60.1	37	102
Lincoln Town Car	60.1	63	70
Mazda Familia	60.0	32	112
Vehicle subscription	59.9	22	145
Death of Elaine Herzberg	59.8	78	58
National Highway Traffic Safety Administration	59.8	42	90
Responses to the COVID-19 pandemic in February 2020	59.8	67	64
BMW 3 Series (G20)	59.7	114	43
Chevrolet Camaro (sixth generation)	59.7	26	126
Plug-in electric vehicles in California	59.7	26	126
Infiniti M	59.6	21	144
Fuel economy in automobiles	59.6	25	128
Honda Accord (ninth generation)	59.6	38	94
Medical tourism	59.6	51	77
Net neutrality in the United States	59.5	75	57
Honda CR-V (fourth generation)	59.4	33	102
Kevin Harvick	59.4	48	78
Detroit Metropolitan Airport	59.3	110	42
Toyota bZ4X	59.3	68	60
Volkswagen Group	59.3	49	76
Pension	59.3	58	67
Ford Fiesta (sixth generation)	59.2	31	104
Toyota Corolla (E140)	59.1	16	164
Affordable housing	59.1	59	65
BMW 7 Series (G11)	59.1	46	78
Dynamic pricing	59.0	90	47
Ford Pinto	59.0	88	48
Porsche Macan	58.9	21	132
Daewoo Kalos	58.9	21	132
Toyota Matrix	58.9	24	120
Volkswagen Golf Mk8	58.9	32	98
Honda Civic Type R	58.9	62	61
Counterfeit consumer good	58.9	58	64
BMW i4	58.8	96	44
Muscle car	58.8	60	62
American Health Care Act of 2017	58.8	55	66
Lexus GS (S190)	58.7	13	180
Pontiac (automobile)	58.7	96	43
Glenn Youngkin	58.7	47	73
Porsche Boxster and Cayman (987)	58.6	24	116
Ford Bronco	58.6	28	104
Coupe	58.6	54	65
Jeep Wrangler	58.5	25	111
Biodiesel	58.5	36	86
Audi Q3	58.5	40	80
Thumbtack (company)	58.5	48	70
Northwest Airlines	58.4	25	110
Dacia Logan	58.4	25	110
Nissan 370Z	58.3	24	112
Women's National Basketball Association	58.3	78	48
Coda (electric car)	58.3	38	81
Chuck Grassley	58.3	40	78
Canada convoy protest	58.3	56	61
BMW X5 (E70)	58.2	17	140
Chevrolet Caprice	58.2	72	50
Dulles International Airport	58.1	67	52
Chevrolet Monte Carlo	58.1	45	70
Condom	58.0	32	88
Chevrolet Vega	58.0	52	62
Backup camera	58.0	51	63
Maybach	57.8	24	105
Audi A1	57.8	72	48
Lotus Cars	57.8	32	86
Impact of the COVID-19 pandemic on retail	57.8	44	68
Ford Five Hundred	57.7	21	114
Chevrolet Traverse	57.7	68	49
Mercedes-Benz S-Class (W221)	57.7	63	52
Kevin Trudeau	57.7	54	58
Buick Enclave	57.7	45	66
Taxation in the United States	57.6	24	103
Nursing home	57.6	29	90
A. J. Allmendinger	57.6	62	52
Medication costs	57.6	56	56
Tiny-house movement	57.6	51	60
Legazpi, Albay	57.5	29	89
SpaceX	57.5	62	51
Acura RLX	57.5	48	62
Mitsubishi i-MiEV	57.3	38	71
Audi A7	57.3	44	64
Fiat Ducato	57.2	80	41
Holden Caprice (WM)	57.1	22	102
Mercedes-Benz E-Class (W213)	57.1	23	99
Subaru Legacy (seventh generation)	57.1	24	96
Steering	57.1	60	50
Denver International Airport	57.0	75	42
Jeep Wrangler (JL)	57.0	26	90
Insurance Institute for Highway Safety	57.0	70	44
BMW X5	56.9	18	115
Tampa, Florida	56.9	36	71
Craftsman (tools)	56.8	23	96
IPhone hardware	56.8	32	76
Gift card	56.7	19	108
Lincoln Aviator	56.7	19	108
Bose (brand)	56.7	53	52
Aston Martin DB9	56.7	46	58
Toyota Belta	56.6	22	96
Toyota Celica	56.5	44	58
Schoharie limousine crash	56.4	64	44
Vehicle license plates of the United States	56.3	23	90
Ford E-Series	56.2	75	38
Honda Ridgeline	56.2	27	80
History of Lamborghini	56.2	58	46
Chevrolet Volt	56.2	31	72
Hybrid vehicle	56.2	50	51
California High-Speed Rail	56.2	36	65
Faraday Future	56.2	49	52
Jeep Gladiator (JT)	56.1	19	100
Kia Rio	56.1	23	88
Verizon (wireless service)	56.1	52	49
Start-stop system	56.1	48	52
Toyota Camry (XV70)	56.0	22	90
List of online marketplaces	56.0	26	80
Jaguar Land Rover	56.0	31	70
Dodge Neon SRT-4	55.9	15	116
Hemp	55.9	21	92
Chevrolet HHR	55.9	28	75
NASCAR operations of Team Penske	55.9	52	48
Burger King products	55.8	76	36
Subaru Legacy	55.8	26	78
Honda advanced technology	55.8	54	46
State income tax	55.7	13	124
U-Haul	55.7	13	124
Mazda MX-5 (ND)	55.6	29	70
Toyota Previa	55.6	51	47
Economics of car use	55.5	16	105
Pontiac Grand Am	55.5	30	68
Plug-in electric vehicles in China	55.5	31	66
Mercedes-Benz CL-Class	55.4	16	104
Mercury Milan	55.4	24	78
Mercedes-Benz W124	55.4	32	64
Spyker Cars	55.4	35	60
Kia Mohave	55.3	42	52
Range Rover Evoque	55.2	15	106
Distracted driving	55.2	80	32
Honda CR-V (fifth generation)	55.2	26	72
Lamborghini Aventador	55.1	78	32
GMC Acadia	55.1	22	80
Automatic transmission	55.0	20	85
Electric bicycle	55.0	64	37
Sharp Corporation	55.0	31	62
List of automotive superlatives	55.0	36	56
Homelessness in California	55.0	38	54
Plug-in electric vehicles in Australia	55.0	34	58
Grand tourer	54.9	22	78
Pontiac Firebird	54.9	48	45
Dodge Viper (VX I)	54.9	44	48
Cadillac	54.8	52	42
Motor vehicle theft	54.8	34	57
Volvo C70	54.7	17	92
2019–2020 COVID-19 outbreak in mainland China	54.7	58	38
Jaguar X-Type	54.7	54	40
Jeep Cherokee (XJ)	54.7	54	40
Chrysler Neon	54.7	27	66
Startup company	54.7	37	53
Tony Stewart	54.6	72	32
Chrysler Sebring	54.6	21	78
Self-driving car liability	54.6	57	38
Toyota Vios	54.5	26	66
Carmy Berzatto	54.4	64	34
Bentley Continental GT	54.4	48	42
Suzuki Cultus	54.3	11	117
Vehicle-to-everything	54.3	78	29
Bicycle	54.3	69	32
Jaguar F-Type	54.3	21	75
BMW iX	54.2	60	35
3D concrete printing	54.2	26	64
Citroën CX	54.0	56	36
Ford Mustang (first generation)	53.9	16	87
You (TV series)	53.9	53	37
Canadian cuisine	53.7	62	32
Willys MB	53.7	21	70
Automated emergency braking system	53.5	75	27
Danica Patrick	53.5	72	28
Pontiac GTO	53.1	13	90
Car body style	53.1	16	78
Euro NCAP	53.1	18	72
Cruise (autonomous vehicle)	52.9	72	26
GoodRx	52.9	62	29
Ram pickup	52.7	0	594
Honda Fit	51.9	0	539
American Home Shield	51.9	11	87
Product bundling	51.4	11	82
Honda Civic (seventh generation)	51.4	12	78
SUV	51.2	0	490
Hyundai Sonata	51.2	0	490
Chevrolet Bolt	50.6	0	456
Car costs	50.6	9	85
Toyota RAV4	50.5	0	450
Government incentives for plug-in electric vehicles	49.8	0	414
Charging station	49.5	0	400
Crossover SUV	49.5	0	399
Plymouth Voyager	49.4	7	87
Families Belong Together	49.4	76	16
Subaru Crosstrek	49.1	0	384
Mazda3	48.2	0	342
Honda Civic	48.1	0	336
Toyota Highlander	47.9	0	330
Massachusetts	47.7	0	321
History of the electric vehicle	47.6	0	320
Kia Soul	47.4	0	312
Rivian	47.4	0	312
North American International Auto Show	47.2	0	304
San Francisco	47.0	0	297
List of unicorn startup companies	46.8	0	290
ING Group	46.8	0	288
Smart Fortwo	46.8	0	288
Toyota Vitz	46.7	0	285
Dodge Challenger (2008)	46.4	0	276
Acura RL	46.3	0	272
LA Auto Show	46.1	0	266
AARP	46.1	0	264
New York International Auto Show	46.1	0	264
Minivan	45.9	0	260
Ford Focus (first generation)	45.8	0	256
Porsche Panamera	45.8	0	255
BMW	45.7	0	252
Toyota concept vehicles (2000–2009)	45.6	0	250
Honda HR-V	45.5	0	245
Infiniti G Line	45.3	0	240
Gigafactory Nevada	45.3	0	240
Atlanta	45.2	0	237
Starbucks	45.1	0	234
Utah	44.7	0	224
Cadillac SRX	44.6	0	222
Hyundai Genesis	44.6	0	220
Nintendo Switch	44.5	0	219
Oakland, California	44.4	0	216
Saab 9-3	44.4	0	216
Honda Passport	44.4	0	216
Green vehicle	44.4	0	216
Dodge Viper	44.2	0	210
Acura TL	44.1	0	208
List of automobile drag coefficients	44.1	0	207
Jeep Wrangler (JK)	43.6	0	196
List of Nürburgring Nordschleife lap times	43.6	0	195
Tesla Supercharger	43.6	0	195
Dodge Durango	43.4	0	192
Audi Q7	43.4	0	190
Toyota concept vehicles (2010–2019)	43.1	0	183
Honda NSX (second generation)	43.1	0	183
Toyota FJ Cruiser	42.9	0	180
BMW 6 Series (F12)	42.9	0	180
Chevrolet Corvette (C8)	42.9	0	180
University of California, Davis	42.7	0	176
Smart (marque)	42.7	0	176
Porsche Taycan	42.5	0	172
Mazda CX-5	42.5	0	171
Ford Fusion Hybrid	42.4	0	168
Alpina	42.4	0	168
Austin, Texas	42.3	0	166
California	42.3	0	166
Big Three (automobile manufacturers)	42.0	0	160
BMW i	42.0	0	160
Genesis G70	42.0	0	160
Honda Civic (eighth generation)	41.9	0	159
Nissan	41.8	0	158
Dodge	41.8	0	158
Hyundai Accent	41.7	0	156
DriveTime	41.7	0	156
Mazda CX-30	41.7	0	155
Mitsubishi Lancer Evolution	41.6	0	153
Saturn Vue	41.4	0	150
Chevrolet Cruze	41.4	0	150
BMW i8	41.4	0	150
Health insurance in the United States	41.4	0	149
Audi TT	41.3	0	148
Humane World for Animals	41.3	0	148
Ford Edge	41.3	0	147
Chrysler Voyager	41.1	0	144
Chicago Auto Show	41.1	0	144
Kia K5	41.1	0	144
San Diego	40.9	0	141
Pontiac Aztek	40.9	0	140
South Bend, Indiana	40.7	0	138
Ford C-Max	40.7	0	138
Kia Carnival	40.7	0	138
Chevrolet Spark	40.7	0	138
Omak, Washington	40.6	0	136
Kia	40.6	0	136
Saturn S-Series	40.6	0	136
Aptera Motors	40.6	0	136
Rivian R1S	40.6	0	136
Oklahoma	40.5	0	134
Dodge Charger (2006)	40.5	0	134
Nissan Armada	40.4	0	132
DirecTV	40.4	0	132
MyFord Touch	40.4	0	132
Jeep Grand Cherokee (ZJ)	40.4	0	132
Kansas	40.2	0	130
Pharmaceutical industry in China	40.2	0	130
List of discontinued Volkswagen Group petrol engines	40.2	0	130
Amway	40.2	0	129
Kalamazoo, Michigan	40.2	0	129
Honda CR-Z	40.2	0	129
Subcompact crossover SUV	40.2	0	129
Apple litigation	40.1	0	128
SolarCity	40.1	0	128
Honda Accord (North America eighth generation)	40.1	0	128
Mercedes-AMG GT	40.1	0	128
Isuzu	40.0	0	126
Mazda Millenia	40.0	0	126
Ford Focus Electric	40.0	0	126
Chevrolet Corvette (C7)	40.0	0	126
Wichita, Kansas	39.9	0	124
BMW 3 Series (F30)	39.9	0	124
Charged Hong Kong	39.9	0	124
Ford F-Series (fourteenth generation)	39.8	0	123
Shelby Mustang	39.7	0	122
Iowa	39.7	0	122
Vehicle audio	39.6	0	120
Common ethanol fuel mixtures	39.6	0	120
Chevrolet Cobalt SS	39.6	0	120
Hyundai Palisade	39.6	0	120
List of digital keys in mobile wallets	39.6	0	120
Communications in Iran	39.5	0	118
Equifax	39.5	0	118
PayPal	39.4	0	117
Mercedes-AMG	39.4	0	117
Ford Focus (third generation)	39.4	0	117
Lansing, Michigan	39.3	0	116
Tabor City, North Carolina	39.3	0	116
Volkswagen Golf	39.3	0	116
University of Phoenix	39.3	0	116
Efficient energy use	39.3	0	116
Toyota Venza	39.3	0	116
Mercedes-Benz C-Class (W203)	39.3	0	116
2018 in American television	39.3	0	116
CarMax	39.2	0	115
List of northernmost items	39.2	0	114
Debt settlement	39.2	0	114
Volkswagen Golf Mk5	39.2	0	114
Jeep Cherokee (KL)	39.2	0	114
Geneva International Motor Show	39.0	0	112
Dodge Caliber	39.0	0	112
Audi e-tron	39.0	0	112
Indiana	39.0	0	112
Audi S4	39.0	0	111
Audi Q8 e-tron	39.0	0	111
Lincoln, Nebraska	38.9	0	110
Maine	38.9	0	110
Chuck Schumer	38.9	0	110
Education in the United States	38.7	0	108
Consumer Reports	38.7	0	108
Car dealership	38.7	0	108
Kia Telluride	38.7	0	108
Porsche 911 (992)	38.7	0	108
HBO Max	38.7	0	107
2022 in science	38.7	0	107
Montana	38.6	0	106
Farmers Insurance Group	38.6	0	106
Cobalt	38.5	0	105
Healthgrades	38.5	0	105
Tesla Powerwall	38.5	0	105
Berkeley, California	38.4	0	104
SAT	38.4	0	104
Private spaceflight	38.4	0	104
North Dakota	38.3	0	102
Porsche	38.3	0	102
Kodak	38.3	0	102
Norfolk, Virginia	38.3	0	102
Huntington, West Virginia	38.3	0	102
Peter Thiel	38.3	0	102
Chrysler PT Cruiser	38.3	0	102
Bankruptcy Abuse Prevention and Consumer Protection Act	38.3	0	102
Bluetooth	38.1	0	100
Bellingham, Washington	38.1	0	100
Online dating	38.1	0	100
Allstate	38.1	0	100
Mercedes-Benz SLK-Class (R170)	38.1	0	100
BMW X4	38.1	0	100
Chrysler 200	38.1	0	100
Carvana	38.1	0	100
Bathroom bill	38.1	0	100
Denver	37.9	0	98
Mobile, Alabama	37.8	0	96
Richmond, California	37.8	0	96
Progressive Corporation	37.8	0	96
Saturn Ion	37.8	0	96
International Motor Show Germany	37.8	0	96
Pininfarina	37.8	0	96
Robocall	37.8	0	96
Volkswagen Golf Mk6	37.8	0	96
Allianz	37.8	0	96
Mini Hatch	37.8	0	96
Nursing home care in the United States	37.8	0	96
Right to repair	37.8	0	96
List of Volkswagen Group petrol engines	37.7	0	95
Nissan Leaf	37.6	0	94
Social media age verification laws in the United States	37.6	0	94
BMW X6	37.5	0	93
X (social network)	37.5	0	93
List of automobile sales by model	37.5	0	93
Henrik Fisker	37.5	0	93
Chevrolet TrailBlazer (SUV)	37.5	0	93
2020–2022 catalytic converter theft ring	37.5	0	93
Dodge Hornet	37.5	0	93
Detroit	37.4	0	92
Syracuse, New York	37.4	0	92
Mercedes-Benz Group	37.4	0	92
Bayview–Hunters Point, San Francisco	37.4	0	92
Dodge Stratus	37.4	0	92
Subaru Impreza WRX STI	37.4	0	92
Mercedes-Benz SLS AMG	37.4	0	92
Governorship of Wes Moore	37.3	0	91
Raleigh, North Carolina	37.2	0	90
West Palm Beach, Florida	37.2	0	90
AutoZone	37.2	0	90
Jeep Patriot	37.2	0	90
Amazon Alexa	37.2	0	90
Criticism of Amazon	36.8	460	0
2000s	35.9	400	0
List of unarmed African Americans killed by law enforcement officers in the United States	35.9	400	0
Affordable Care Act	34.5	315	0
List of 2020s Super Bowl commercials	33.4	264	0
COVID-19 pandemic in India	33.3	256	0
History of violence against LGBTQ people in the United States	33.2	255	0
Whole Foods Market	32.8	237	0
2018–2019 United States federal government shutdown	32.8	237	0
2023 in American television	32.8	236	0
Transportation safety in the United States	32.4	222	0
Hurricane Sandy	32.4	222	0
2020 in the United States	32.2	214	0
Impact of the COVID-19 pandemic on television in the United States	32.0	207	0
Computer security	32.0	206	0
Tornadoes of 2023	31.8	200	0
Amazon (company)	31.7	198	0
ThinkPad	31.7	196	0
Presidency of Joe Biden	31.6	194	0
Boeing 787 Dreamliner	31.4	189	0
List of gig economy companies	31.3	186	0
2021 in the United States	31.2	182	0
Gun violence in the United States	31.2	180	0
Automotive industry in China	31.2	180	0
Hurricane Maria	31.2	180	0
Titan submersible implosion	31.1	177	0
Opioid epidemic in the United States	31.0	176	0
2020 in United States politics and government	31.0	174	0
Healthcare in Canada	30.8	170	0
United States Immigration and Customs Enforcement	30.7	168	0
Artificial intelligence in India	30.7	168	0
Infrastructure Investment and Jobs Act	30.7	168	0
BP	30.7	166	0
Seat belt	30.6	165	0
Reactions to the Boeing 737 MAX groundings	30.6	165	0
Honda	30.5	162	0
Ryanair	30.5	162	0
2012 in science	30.5	162	0
Deepwater Horizon oil spill	30.4	158	0
Toyota	30.3	156	0
Malaysia Airlines Flight 370	30.3	156	0
Legality of ridesharing companies by jurisdiction	30.3	156	0
Killing of Alex Pretti	30.3	156	0
Gig worker	30.3	155	0
In vitro fertilisation	30.2	154	0
History of General Motors	30.2	153	0
Pandemic prevention	30.2	153	0
Newark Liberty International Airport	30.1	152	0
History of bitcoin	30.1	152	0
Outsourcing	30.1	150	0
New York City Subway	30.1	150	0
AMC Ambassador	30.1	150	0
History of Chrysler	30.1	150	0
List of Kamala Harris 2024 presidential campaign non-political endorsements	30.1	150	0
Fukushima nuclear accident	29.9	147	0
Grubhub	29.9	147	0
Smartglasses	29.9	147	0
Dubai International Airport	29.9	146	0
Border control	29.9	146	0
Economic history of the United States	29.8	144	0
Illegal immigration	29.8	144	0
Solar power in India	29.8	144	0
2020 United States presidential election	29.8	144	0
2020 United States elections	29.8	144	0
HMD Global	29.8	144	0
Concerns and controversies at the 2024 Summer Olympics	29.8	144	0
Dell	29.7	142	0
Violence and controversies during the George Floyd protests	29.7	142	0
International sanctions during the Russian invasion of Ukraine	29.7	142	0
Timeline of women's legal rights (other than voting)	29.7	141	0
Text messaging	29.7	140	0
Intuit	29.7	140	0
Vaccine hesitancy	29.7	140	0
Internet of things	29.6	138	0
Sharing economy	29.5	136	0
Folklore (Taylor Swift album)	29.5	136	0
2020s	29.4	135	0
Truck driver	29.4	135	0
Chromebook	29.4	135	0
Bob Dylan	29.4	134	0
Boeing 737 MAX certification	29.4	134	0
Wearable technology	29.3	132	0
Executive compensation in the United States	29.3	132	0
Attempted assassination of Donald Trump in Pennsylvania	29.2	130	0
United States	29.2	129	0
Pharmacy benefit management	29.2	129	0
Cultural impact of Taylor Swift	29.2	129	0
Kate Winslet	29.1	128	0
Super Bowl commercials	29.1	128	0
Environmental policy of the first Trump administration	29.1	128	0
Hurricane Helene	29.0	126	0
2020 California Proposition 22	29.0	125	0
Nikki Haley	28.9	124	0
Fracking in the United States	28.9	124	0
2008 Sichuan earthquake	28.9	124	0
COVID-19 testing	28.9	124	0
2007–08 Writers Guild of America strike	28.9	123	0
2020s in fashion	28.8	122	0
Features of the Marvel Cinematic Universe	28.8	122	0
Gun politics in the United States	28.7	120	0
Rick Santorum	28.7	120	0
Public image of Taylor Swift	28.6	118	0
Asda	28.6	117	0
EasyJet	28.5	116	0
Linda Evangelista	28.5	116	0
New York City	28.5	116	0
Fuel cell vehicle	28.5	116	0
Nuclear power debate	28.5	116	0
Uvalde school shooting	28.5	116	0
Photovoltaic system	28.4	114	0
Deployment of COVID-19 vaccines	28.4	114	0
List of English signature songs	28.3	112	0
Ebola virus cases in the United States	28.3	112	0
Timeline of women's legal rights in the United States (other than voting)	28.3	112	0
Impact of the COVID-19 pandemic on the arts and cultural heritage	28.3	112	0
List of Saturday Night Live commercial parodies	28.3	111	0
Asus	28.3	111	0
List of federal political scandals in the United States	28.2	110	0
Healthcare reform debate in the United States	28.2	110	0
Government by algorithm	28.2	110	0
Economy of Mexico	28.1	108	0
Garmin	28.1	108	0
Keystone Pipeline	28.1	108	0
Birth control	28.1	108	0
Air France Flight 447	28.1	108	0
Deliveroo	28.1	108	0
List of immigration raids and arrests in the second Trump presidency	28.1	108	0
Derek Jeter	28.0	106	0
Minneapolis–Saint Paul International Airport	28.0	106	0
Criticism of Walmart	28.0	106	0
BYD Company	28.0	106	0
List of Dragons' Den (British TV programme) offers Series 11-20	28.0	106	0
Solar cell	27.9	105	0
Generation Z	27.9	105	0
Northwest Airlines Flight 253	27.9	105	0
Nio Inc.	27.9	105	0
Lidar	27.8	102	0
Maruti Suzuki	27.8	102	0
3D printing	27.8	102	0
The Man Who Killed Don Quixote	27.8	102	0
Poverty reduction	27.8	102	0
Healthcare reforms proposed during the Obama administration	27.8	102	0
2010s in music	27.8	102	0
Effects of Hurricane Irma in Florida	27.8	102	0
Francis Scott Key Bridge collapse	27.8	102	0
Inflation Reduction Act	27.7	101	0
List of characters in the Breaking Bad franchise	27.7	100	0
Mission: Impossible – Fallout	27.7	100	0
Revocation of the special status of Jammu and Kashmir	27.7	100	0
Augmented reality	27.6	99	0
Dacia Duster	27.6	99	0
2012 in American television	27.6	99	0
Nexus 7 (2012)	27.6	99	0
Lufthansa	27.5	98	0
Applications of 3D printing	27.5	98	0
2010s in fashion	27.5	97	0
Minimum wage	27.4	96	0
Microsoft	27.4	96	0
Central Park	27.4	96	0
Malaysia Airlines	27.4	96	0
Burning Man	27.4	96	0
Palestine	27.4	96	0
AMC Pacer	27.4	96	0
Sprint Corporation	27.4	96	0
Existential risk from artificial intelligence	27.4	96	0
Political positions of Lisa Murkowski	27.4	96	0
Regulation of self-driving cars	27.4	96	0
George Floyd protests	27.4	95	0
Behind closed doors (sport)	27.3	94	0
Timeline of antisemitism in the 21st century	27.3	94	0
Health insurance	27.2	93	0
Controversies surrounding Uber	27.2	93	0
Proton Holdings	27.2	92	0
Exchange-traded fund	27.2	92	0
Mar-a-Lago	27.2	92	0
Fuzzy concept	27.2	92	0
Healthcare in the United States	27.2	92	0
Mad Max: Fury Road	27.2	92	0
Humanitarian response to the April 2015 Nepal earthquake	27.2	92	0
McDonald's	27.1	91	0
Ted Kennedy	27.0	90	0
Consumer behaviour	27.0	90	0
Tort reform	27.0	90	0
Rich Communication Services	27.0	90	0
Elevator	27.0	90	0
List of fandom names	27.0	90	0
2021 in American television	27.0	90	0

Content Opportunities

Articles with zero brand presence

Articles rich in Auto Glass Repair's topics where none of its tracked brands are mentioned at all: the conversation is happening, and no one owns it. Each is a candidate for legitimate citations, external references, or coverage that earns a mention.

This list is often short, especially industry-wide: only the segment's most heavily matched articles are tracked, and most of those already mention at least one brand. Persona pages usually surface more.

Article	Topic Matches

Criticism of Amazon	460
2000s	400
List of unarmed African Americans killed by law enforcement officers in the United States	400
Affordable Care Act	315
List of 2020s Super Bowl commercials	264
COVID-19 pandemic in India	256
History of violence against LGBTQ people in the United States	255
Whole Foods Market	237
2018–2019 United States federal government shutdown	237
2023 in American television	236
Transportation safety in the United States	222
Hurricane Sandy	222
2020 in the United States	214
Impact of the COVID-19 pandemic on television in the United States	207
Computer security	206
Tornadoes of 2023	200
Amazon (company)	198
ThinkPad	196
Presidency of Joe Biden	194
Boeing 787 Dreamliner	189
List of gig economy companies	186
2021 in the United States	182
Gun violence in the United States	180
Automotive industry in China	180
Hurricane Maria	180
Titan submersible implosion	177
Opioid epidemic in the United States	176
2020 in United States politics and government	174
Healthcare in Canada	170
United States Immigration and Customs Enforcement	168
Artificial intelligence in India	168
Infrastructure Investment and Jobs Act	168
BP	166
Seat belt	165
Reactions to the Boeing 737 MAX groundings	165
Honda	162
Ryanair	162
2012 in science	162
Deepwater Horizon oil spill	158
Toyota	156
Malaysia Airlines Flight 370	156
Legality of ridesharing companies by jurisdiction	156
Killing of Alex Pretti	156
Gig worker	155
In vitro fertilisation	154
History of General Motors	153
Pandemic prevention	153
Newark Liberty International Airport	152
History of bitcoin	152
Outsourcing	150
New York City Subway	150
AMC Ambassador	150
History of Chrysler	150
List of Kamala Harris 2024 presidential campaign non-political endorsements	150
Fukushima nuclear accident	147
Grubhub	147
Smartglasses	147
Dubai International Airport	146
Border control	146
Economic history of the United States	144
Illegal immigration	144
Solar power in India	144
2020 United States presidential election	144
2020 United States elections	144
HMD Global	144
Concerns and controversies at the 2024 Summer Olympics	144
Dell	142
Violence and controversies during the George Floyd protests	142
International sanctions during the Russian invasion of Ukraine	142
Timeline of women's legal rights (other than voting)	141
Text messaging	140
Intuit	140
Vaccine hesitancy	140
Internet of things	138
Sharing economy	136
Folklore (Taylor Swift album)	136
2020s	135
Truck driver	135
Chromebook	135
Bob Dylan	134
Boeing 737 MAX certification	134
Wearable technology	132
Executive compensation in the United States	132
Attempted assassination of Donald Trump in Pennsylvania	130
United States	129
Pharmacy benefit management	129
Cultural impact of Taylor Swift	129
Kate Winslet	128
Super Bowl commercials	128
Environmental policy of the first Trump administration	128
Hurricane Helene	126
2020 California Proposition 22	125
Nikki Haley	124
Fracking in the United States	124
2008 Sichuan earthquake	124
COVID-19 testing	124
2007–08 Writers Guild of America strike	123
2020s in fashion	122
Features of the Marvel Cinematic Universe	122
Gun politics in the United States	120
Rick Santorum	120
Public image of Taylor Swift	118
Asda	117
EasyJet	116
Linda Evangelista	116
New York City	116
Fuel cell vehicle	116
Nuclear power debate	116
Uvalde school shooting	116
Photovoltaic system	114
Deployment of COVID-19 vaccines	114
List of English signature songs	112
Ebola virus cases in the United States	112
Timeline of women's legal rights in the United States (other than voting)	112
Impact of the COVID-19 pandemic on the arts and cultural heritage	112
List of Saturday Night Live commercial parodies	111
Asus	111
List of federal political scandals in the United States	110
Healthcare reform debate in the United States	110
Government by algorithm	110
Economy of Mexico	108
Garmin	108
Keystone Pipeline	108
Birth control	108
Air France Flight 447	108
Deliveroo	108
List of immigration raids and arrests in the second Trump presidency	108
Derek Jeter	106
Minneapolis–Saint Paul International Airport	106
Criticism of Walmart	106
BYD Company	106
List of Dragons' Den (British TV programme) offers Series 11-20	106
Solar cell	105
Generation Z	105
Northwest Airlines Flight 253	105
Nio Inc.	105
Lidar	102
Maruti Suzuki	102
3D printing	102
The Man Who Killed Don Quixote	102
Poverty reduction	102
Healthcare reforms proposed during the Obama administration	102
2010s in music	102
Effects of Hurricane Irma in Florida	102
Francis Scott Key Bridge collapse	102
Inflation Reduction Act	101
List of characters in the Breaking Bad franchise	100
Mission: Impossible – Fallout	100
Revocation of the special status of Jammu and Kashmir	100
Augmented reality	99
Dacia Duster	99
2012 in American television	99
Nexus 7 (2012)	99
Lufthansa	98
Applications of 3D printing	98
2010s in fashion	97
Minimum wage	96
Microsoft	96
Central Park	96
Malaysia Airlines	96
Burning Man	96
Palestine	96
AMC Pacer	96
Sprint Corporation	96
Existential risk from artificial intelligence	96
Political positions of Lisa Murkowski	96
Regulation of self-driving cars	96
George Floyd protests	95
Behind closed doors (sport)	94
Timeline of antisemitism in the 21st century	94
Health insurance	93
Controversies surrounding Uber	93
Proton Holdings	92
Exchange-traded fund	92
Mar-a-Lago	92
Fuzzy concept	92
Healthcare in the United States	92
Mad Max: Fury Road	92
Humanitarian response to the April 2015 Nepal earthquake	92
McDonald's	91
Ted Kennedy	90
Consumer behaviour	90
Tort reform	90
Rich Communication Services	90
Elevator	90
List of fandom names	90
2021 in American television	90