Used Car Dealers

First Time Driver

Top Wikipedia Pages

Dominant · SE Outbound Links ρ=0.682

AI recommendation signal analysis across 69 domains for the First Time Driver persona in Used Car Dealers.

Download this report (.xlsx)

69Domains Tracked

14.3MReddit Posts

46KWikipedia Articles

6.5MOpen Web Matches

First Time Driver_persona.report

ArticleScore

List of automobiles notable for negative reception

97.4

Ford Expedition

90.9

Tesla, Inc.

90.5

Tesla Model 3

89.5

Lexus

89.0

Articles rankedn = 25

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About This Report

How to use this page

Persona view: this page is scoped to this persona's queries alone.

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 First Time Driver: distinct articles containing this segment's topic phrases, distinct articles mentioning its brand domains, and the raw match totals behind them.

46K

Articles With Topic Matches

8,291

Articles Mentioning Brands

287K

Topic Phrase Matches

336K

Brand Mentions

Wikipedia Data

Top Wikipedia articles

The articles where First Time Driver's topics and brands appear most. 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	97.4	678	1,770
Ford Expedition	90.9	153	2,484
Tesla, Inc.	90.5	516	895
Tesla Model 3	89.5	316	1,157
Lexus	89.0	375	945
Plug-in hybrid	89.0	420	864
Lexus RX	88.9	183	1,652
Ford Explorer	88.8	188	1,610
Hyundai Elantra	88.5	288	1,105
Ford Escape	87.5	270	1,012
Toyota Prius	87.4	280	979
Fiat 500 (2007)	87.4	441	679
Ford Motor Company	86.8	188	1,243
Chevrolet Suburban	86.5	116	1,740
Chevrolet Silverado	85.5	144	1,284
Honda Insight	84.7	120	1,343
Lexus LS	84.7	208	870
Toyota Tacoma	83.5	135	1,044
Volkswagen	83.3	258	609
Ram pickup	83.1	120	1,089
Toyota Tundra	82.9	147	902
Lexus IS	82.9	205	693
Honda Fit	82.7	220	637
BYD Auto	82.7	320	471
Hyundai Sonata	82.6	172	770
Ford Fusion (Americas)	82.5	176	744
History of Tesla, Inc.	82.4	396	385
Nissan	82.2	204	632
Honda Accord	81.8	155	750
Government incentives for plug-in electric vehicles	81.5	518	276
General Motors	80.8	237	470
Nissan Sentra	80.6	150	657
Volkswagen emissions scandal	80.6	363	324
Acura MDX	80.5	84	1,036
Mercedes-Benz	80.4	159	612
Chevrolet Bolt	80.4	189	532
Hyundai Tucson	80.2	102	852
Chevrolet Malibu	80.1	114	770
Volvo XC90	79.8	135	648
Plug-in electric vehicles in the United States	79.8	232	420
Cadillac ATS	79.7	175	516
Toyota Prius Plug-in Hybrid	79.6	188	485
Toyota Camry (XV40)	79.3	140	585
Suzuki	79.1	104	728
Honda Ridgeline (second generation)	79.1	108	702
Jeep Grand Cherokee	79.0	102	726
Nissan Leaf (first generation)	79.0	141	558
Lexus ES	78.8	138	553
Toyota Highlander	78.8	148	528
Toyota Sequoia	78.7	104	684
Subaru Outback	78.6	116	623
Subaru Impreza	78.6	138	539
Criticism of Tesla, Inc.	78.6	216	381
History of the electric vehicle	78.4	207	384
Crossover SUV	78.3	140	513
Chevrolet Impala	78.0	84	740
Dodge Caravan	77.6	70	820
Nissan Altima	77.6	116	544
Toyota 4Runner	77.5	78	740
Mitsubishi Outlander	77.3	84	675
Airbag	77.3	102	583
Buick LaCrosse	77.2	68	793
Toyota Camry	77.0	90	616
Toyota Avalon	77.0	117	500
Subaru Crosstrek	77.0	136	448
Chevrolet Corvette (C8)	76.9	176	360
Minivan	76.8	124	468
Tesla US dealership disputes	76.8	292	235
List of data breaches	76.7	155	388
Toyota	76.6	78	660
Chevrolet	76.6	200	312
Grey import vehicle	76.6	217	290
Hybrid electric vehicle	76.4	74	666
Jeep Grand Cherokee (WK2)	76.4	87	583
Nissan Micra	76.4	185	324
Audi A4	76.3	100	518
Honda Pilot	76.3	104	504
Honda Civic	76.3	111	480
Chevrolet Tahoe	76.2	69	684
Honda Civic (ninth generation)	76.2	148	376
Used car	76.2	195	301
Honda Fit (second generation)	76.1	175	324
New York International Auto Show	76.0	134	396
Luxury car	75.9	67	680
Ford Mustang (sixth generation)	75.9	189	296
Tesla Autopilot	75.8	91	522
Kia Forte	75.8	108	456
Chrysler	75.8	112	444
Audi	75.7	86	539
Car Allowance Rebate System	75.7	264	220
Kia Soul	75.4	86	520
DriveTime	75.4	207	260
Honda Odyssey (North America)	75.3	104	441
Ford Taurus	75.2	81	530
SUV	75.1	50	770
2009–2011 Toyota vehicle recalls	75.1	72	572
BMW M5	75.0	51	744
Mitsubishi Mirage	74.9	105	413
List of automobile sales by model	74.9	200	248
Lincoln MKZ	74.8	81	504
Chevrolet Spark	74.8	120	368
Hyundai Accent	74.8	186	260
Toyota RAV4	74.7	48	750
Station wagon	74.7	129	344
Infiniti G Line	74.4	80	480
Chevrolet Equinox	74.4	96	420
Plug-in electric vehicle	74.4	174	261
Ford F-Series	74.1	43	759
Dodge Challenger (2008)	74.1	76	483
Ford Mustang	74.1	111	357
Tesla Model X	74.0	92	410
Subaru WRX	73.9	93	400
Economy car	73.9	259	178
BMW i3 (hatchback)	73.9	135	300
Toyota concept vehicles (2010–2019)	73.8	129	305
Volvo Cars	73.7	54	603
Chevrolet Volt (first generation)	73.7	96	380
Corporate average fuel economy	73.6	90	396
Hyundai Motor Company	73.5	186	219
Chery	73.3	256	166
Smart Fortwo	73.2	66	480
Chrysler Pacifica (minivan)	73.1	123	288
2008–2010 automotive industry crisis	72.9	78	406
Ford Maverick (2022)	72.6	87	357
Self-driving car	72.6	172	207
Toyota Sienna	72.5	29	840
Mazda CX-5	72.5	74	399
Kia K5	72.5	93	336
Mercedes-Benz S-Class (W220)	72.4	40	638
Honda NSX (second generation)	72.4	102	305
Nissan Rogue	72.1	60	450
Car dealerships in the United States	72.1	108	280
Nissan Leaf	72.1	136	235
Chevrolet Cruze	72.0	164	200
Honda	71.8	162	196
Car dealership	71.6	330	108
Lexus LFA	71.6	80	336
Mini (marque)	71.6	90	306
Honda Ridgeline (first generation)	71.5	34	650
Mitsubishi Eclipse	71.5	50	480
Lincoln Navigator	71.4	62	399
Saturn Corporation	71.4	84	315
Auto auction	71.3	136	210
VinFast	71.2	108	250
Renault	71.1	198	152
Dodge	70.9	58	395
Lexus IS (XE20)	70.8	38	540
Acura RL	70.7	44	476
Ford Focus (first generation)	70.7	48	448
Mercedes-Benz G-Class	70.7	72	324
Kia Carnival	70.7	72	322
Economic impact of the COVID-19 pandemic	70.7	103	244
Toyota Crown	70.6	46	455
Alfa Romeo Giulia (2015)	70.6	120	213
Car	70.5	141	186
Toyota Vitz	70.4	81	285
Ford Super Duty	70.3	31	595
Nissan Murano	70.3	63	342
Lexus GS	70.2	37	512
Mercedes-Benz S-Class	70.1	50	399
V8 engine	70.1	92	246
Audi A8	69.9	66	312
History of General Motors	69.9	153	160
Jeep Cherokee (KL)	69.7	57	342
Nissan Pathfinder	69.5	46	392
Dodge Viper	69.5	47	385
AMC Eagle	69.5	52	360
Ford Focus (third generation)	69.5	112	195
American Motors Corporation	69.4	99	212
Geneva International Motor Show	69.4	110	196
Buick	69.4	116	186
Toyota concept vehicles (2000–2009)	69.3	33	500
Honda Passport	69.3	50	360
Tesla Roadster (first generation)	69.2	57	320
Volkswagen Tiguan	69.1	64	290
Dodge Hornet	69.0	90	217
Mazda3	68.8	40	399
Subcompact crossover SUV	68.8	88	215
BMW	68.8	171	126
Nissan Almera	68.8	162	132
Car classification	68.6	27	531
Tesla Model S	68.6	76	237
Volkswagen Golf Mk7	68.4	30	476
Honda Civic (eighth generation)	68.4	50	318
Nissan Armada	68.4	64	264
Audi A1	68.4	72	240
Lexus GX	68.3	75	230
Toyota Corolla (E210)	68.3	90	198
Lincoln Town Car	68.1	42	350
Hyundai Veloster	68.1	68	240
AMC Ambassador	68.1	75	222
Toyota Prius (XW30)	68.1	90	192
Scion xB	68.0	60	264
Dacia Logan	68.0	75	220
Nissan Maxima	67.9	38	369
Chevrolet Volt	67.8	93	180
Acura RDX	67.7	66	235
Automotive safety	67.6	64	236
Lexus LX	67.5	24	506
Starbucks	67.5	106	156
Aston Martin	67.4	220	86
Dodge Dart (PF)	67.4	88	180
Dodge Charger (2006)	67.3	31	402
Hyundai Grandeur	67.3	46	294
Ford Edge	67.3	46	294
Mini Hatch	67.3	60	240
Volkswagen Golf Mk5	67.3	64	228
Porsche Cayenne	67.3	70	212
Fisker Karma	67.2	37	344
Ford Ranger (Americas)	67.1	24	477
Mercedes-Benz CLA	67.1	102	153
Lexus LS (XF40)	67.0	38	330
Subaru Impreza WRX STI	67.0	48	276
Fuel economy in automobiles	67.0	75	192
Chevrolet Corvette	66.9	34	355
CarMax	66.8	92	161
Criticism of SUVs	66.7	33	354
AMC Concord	66.7	44	284
Equifax	66.7	55	236
History of Chrysler	66.7	60	222
Capital One	66.7	64	210
Jeep Wrangler (JL)	66.7	78	180
Subaru Ascent	66.6	32	360
Porsche Panamera	66.6	39	306
Kia Niro	66.6	52	245
Flexible-fuel vehicle	66.6	62	212
Advanced driver-assistance system	66.6	64	208
BMW 5 Series (F10)	66.5	40	296
Smart (marque)	66.4	46	264
Ford Fusion Hybrid	66.3	27	392
Acura TL	66.2	21	468
Honda HR-V	66.1	48	245
Adaptive cruise control	66.1	60	204
Plug-in electric vehicles in China	66.0	62	198
Nissan Kicks	66.0	80	160
Toyota Land Cruiser	65.9	32	325
Hyundai Kona	65.9	37	290
Toyota bZ4X	65.9	68	180
Acura	65.8	26	378
Buick Regal	65.8	26	378
Audi R8 (Type 42)	65.8	34	306
Credit score in the United States	65.8	43	256
Ford Bronco	65.8	56	208
Ram 1500 (DT)	65.7	68	176
Chrysler Town & Country (minivan)	65.6	27	360
Electronic stability control	65.5	33	301
Chevrolet Traverse	65.5	34	294
Green vehicle	65.5	38	270
Collision avoidance system	65.5	43	245
AMC Matador	65.4	27	350
Vehicle subscription	65.4	110	116
Infiniti QX80	65.3	34	288
List of Nürburgring Nordschleife lap times	65.3	56	195
North American International Auto Show	65.3	58	190
AMC Hornet	65.3	62	180
Honda CR-Z	65.3	66	172
Ford Taurus (sixth generation)	65.1	27	336
BMW 3 Series (E90)	65.1	34	280
Honda Accord (ninth generation)	65.1	57	188
Nissan Skyline GT-R	65.1	72	156
Four-wheel drive	65.0	26	343
Kia Rio	65.0	46	220
Volkswagen Up	65.0	50	204
Jeep Gladiator (JT)	64.9	38	250
Audi TT	64.8	26	333
Toyota GR Supra	64.8	90	126
Big Three (automobile manufacturers)	64.7	39	240
AMC Javelin	64.7	84	130
Jeep Compass	64.6	26	325
Lamborghini Huracán	64.6	60	168
Vehicle audio	64.6	92	120
Porsche	64.5	46	204
Shelby Mustang	64.4	27	305
Toyota Camry (XV70)	64.4	44	210
Health insurance in the United States	64.4	68	149
List of scams	64.3	34	252
2018 in American television	64.3	91	116
Dacia Duster	64.1	66	146
Insurance	64.0	23	328
Toyota Prius C	64.0	72	135
Cadillac	64.0	78	126
Malaise era	64.0	87	116
Toyota FJ Cruiser	63.9	20	360
Saab 9-3	63.9	27	288
Mitsubishi Galant	63.9	36	228
Bugatti Veyron	63.9	62	150
Mitsubishi Motors	63.9	102	100
Chrysler Neon	63.8	54	165
Ford Crown Victoria	63.7	24	306
Mercury (automobile)	63.7	30	256
Mitsubishi i-MiEV	63.7	38	213
Audi A3	63.7	58	153
American Automobile Association	63.6	46	183
Jeep Cherokee (XJ)	63.6	54	160
Honda Civic Type R	63.5	31	244
Volkswagen Atlas	63.3	46	175
TrueCar	63.3	115	84
Mazda6 (third generation)	63.2	50	162
Rivian R1S	63.2	62	136
Mercedes-Benz S-Class (W221)	63.1	21	312
Cadillac CTS	63.1	27	258
Chrysler Sebring	63.1	42	182
Toyota Corolla (E140)	63.1	48	164
Toyota Mirai	63.1	74	117
Consumer Reports	63.1	82	108
BMW 3 Series (F30)	63.0	33	217
List of automobile drag coefficients	63.0	59	138
Spyker Cars	63.0	70	120
Hybrid vehicle	62.8	50	153
Jeep Wrangler	62.7	25	259
Maserati Quattroporte	62.7	34	204
Geely	62.7	48	156
List of lawsuits involving Tesla, Inc.	62.7	66	122
Seat belt	62.6	33	208
Opel Astra	62.6	42	172
Jeep Renegade	62.6	54	140
List of generic and genericized trademarks	62.6	61	128
BMW i	62.5	34	200
Chevrolet Colorado	62.5	48	153
Nissan Navara	62.5	48	152
Acura TLX	62.5	52	144
Mercedes-Benz EQE SUV	62.5	54	138
NASCAR operations of Chip Ganassi Racing	62.5	72	110
Hatchback	62.4	23	266
Muscle car	62.4	30	217
Chuck Schumer	62.4	71	110
Ford Fiesta (sixth generation)	62.3	31	208
Mitsubishi Lancer Evolution	62.3	32	204
AMC Gremlin	62.3	54	136
Toyota Celica	62.3	66	116
Volkswagen Jetta	62.3	88	92
Audi A5	62.2	26	236
Saturn S-Series	62.1	39	170
List of thermal incidents in electric vehicles	62.0	45	150
Carvana	62.0	108	75
Lincoln Aviator	61.9	19	288
Maserati GranTurismo	61.9	46	145
Hyundai i20	61.9	90	86
Toyota Matrix	61.8	24	240
Buick Enclave	61.7	30	198
Barrett-Jackson	61.7	68	104
Political positions of Mitt Romney	61.7	73	98
Nissan Skyline	61.6	46	140
Passenger vehicles in the United States	61.6	60	114
Volkswagen ID.4	61.5	50	129
Direct-to-consumer automobile selling in the United States	61.5	104	72
Ford E-Series	61.4	30	190
Cadillac CT6	61.4	34	172
Jaguar X-Type	61.4	54	120
Honda Accord (North America eighth generation)	61.3	24	224
Chevrolet Camaro (sixth generation)	61.3	26	210
Jeremy Clarkson	61.3	47	132
Ferrari	61.2	49	126
Electric vehicle charging network	61.2	108	67
Honda S2000	61.1	26	205
AutoNation	61.1	133	56
Rivian	61.1	88	78
Unilever	61.1	68	96
ZAP (motor company)	61.0	29	186
Pontiac (automobile)	61.0	32	172
History of self-driving cars	61.0	65	98
Edmunds (company)	60.9	90	75
Hyundai i10	60.9	81	82
Daewoo Kalos	60.8	21	231
Toyota Venza	60.8	25	203
Texting while driving	60.8	159	47
MyFord Touch	60.8	30	176
Electric vehicle warning sounds	60.8	37	150
Chevrolet Camaro	60.8	42	136
Infiniti Q45	60.8	42	135
Ford Focus Electric	60.8	46	126
Mazda MX-5	60.8	52	115
BMW i4	60.8	72	88
Ford Five Hundred	60.7	21	228
Cadillac ELR	60.7	22	220
Mercedes-Benz SLS AMG	60.7	28	184
List of best-selling automobiles	60.7	33	161
Chrysler PT Cruiser	60.6	24	204
Suzuki Jimny	60.6	44	128
Volkswagen Golf	60.5	29	174
Citroën	60.4	56	102
Porsche Boxster and Cayman	60.3	28	175
Hyundai Ioniq 5	60.3	39	135
Maserati Ghibli (M157)	60.2	21	215
List of automotive superlatives	60.1	36	140
Honda Integra	60.1	42	123
Eagle (automobile)	60.1	52	104
Genesis Motor	60.0	31	155
Chrysler Voyager	60.0	34	144
Nissan Xterra	59.9	20	215
GMC Acadia	59.9	22	200
BMW 7 Series (E65)	59.9	25	180
2020–2022 catalytic converter theft ring	59.9	58	93
Toyota Hilux	59.9	66	84
Infiniti QX70	59.8	17	240
BMW 3 Series (G20)	59.8	38	129
Mercedes-Benz A-Class (W176)	59.8	40	123
Tucker 48	59.8	60	90
Cadillac SRX	59.7	15	259
Ford Windstar	59.7	16	246
Lexus NX	59.7	48	105
Faraday Future	59.7	49	104
Infiniti	59.7	60	88
Subaru Tribeca	59.6	22	192
Ford Focus	59.6	48	104
Opel Corsa	59.6	48	104
Opel Insignia	59.6	63	84
Nissan 300ZX	59.5	38	123
Mitsubishi ASX	59.5	57	90
Bentley Bentayga	59.5	58	88
Fiat 500e	59.5	58	88
Porsche Boxster and Cayman (987)	59.4	24	174
Rivian R1T	59.4	30	147
List of most expensive cars sold at auction	59.4	98	57
Official state car	59.4	82	66
Cleavage (breasts)	59.4	73	73
Vehicle insurance	59.3	22	184
Porsche 911 GT3	59.3	33	135
Volkswagen Jetta (A6)	59.3	36	125
Oshkosh NGDV	59.3	37	123
The Herb Chambers Companies	59.3	91	60
Ford Mustang (fifth generation)	59.2	15	244
Fiat Panda	59.2	32	136
Personal luxury car	59.2	46	102
General Motors LS-based small-block engine	59.1	28	148
Driver's licenses in the United States	59.1	36	122
Coda Automotive	59.1	44	105
Subaru Impreza (second generation)	59.0	22	176
Nissan Frontier (North America)	59.0	26	156
Warranty	59.0	48	96
List of companies of the United Kingdom A–J	58.9	21	182
Battery electric vehicle	58.9	38	114
Fuel cell	58.9	46	98
Chrysler minivans (RT)	58.8	20	186
Headlamp	58.8	33	126
Mazda CX-3	58.8	45	99
Cadillac de Ville series	58.7	13	255
Scion tC	58.7	16	217
Ford Mondeo (fourth generation)	58.7	90	56
Toyota C-HR	58.7	51	88
Charging station	58.7	58	80
Toyota Supra	58.6	23	162
Honda Civic (seventh generation)	58.6	24	156
Chrysler 200	58.6	28	140
BMW 1 Series (E87)	58.6	32	125
CarPlay	58.6	102	50
Lucid Motors	58.6	36	114
Honda CR-V (fifth generation)	58.6	39	108
Volkswagen Jetta (A7)	58.6	45	96
Buy now, pay later	58.5	40	104
Tire	58.5	41	102
OnStar	58.4	17	200
Mitsubishi Motors concept cars	58.4	34	116
Acura Integra (2023)	58.4	54	81
Chevrolet Caprice	58.3	24	150
Range Rover Sport	58.3	32	120
BMW 2 Series (F22)	58.2	42	96
Lamborghini Gallardo	58.1	19	176
Gran Turismo 5	58.1	40	99
Mercedes-Benz Sprinter	58.0	23	150
Volkswagen Golf Mk8	57.9	16	196
Pontiac GTO	57.9	26	135
Lexus GS (S190)	57.9	26	135
Toyota iQ	57.9	30	120
Dodge Neon SRT-4	57.8	15	203
Timeshare	57.7	32	111
Renault Mégane RS	57.6	18	172
Nissan Z-car	57.5	24	136
Kelley Blue Book	57.5	56	70
Mercedes-Benz CL-Class	57.4	16	182
Pontiac Firebird	57.4	24	135
Societal effects of cars	57.4	26	126
Plug-in electric vehicles in California	57.4	26	126
Mazda	57.4	34	102
Fiat S.p.A.	57.4	35	100
Volkswagen Polo Mk5	57.4	44	84
Malcolm Bricklin	57.3	31	108
Jeep Grand Wagoneer (WS)	57.3	36	96
Automobiles Alpine	57.3	38	93
Ford Fiesta	57.3	44	82
Mercedes-Benz B-Class (W246)	57.2	14	196
GMC Terrain	57.2	48	76
Light-emitting diode	57.1	24	129
Mercedes-AMG	57.1	27	117
Automotive industry in India	57.1	72	54
Pony car	57.0	25	124
Kevin Trudeau	57.0	27	116
Henrik Fisker	57.0	36	93
Humane World for Animals	57.0	48	74
Counterfeit consumer good	57.0	58	64
Economy of Mexico	57.0	54	67
Debt settlement	56.9	16	171
Infiniti QX50	56.9	18	156
CDK Global	56.9	108	38
Ferrari California	56.9	34	96
Rambler American	56.9	42	81
AMC Pacer	56.9	48	73
BMW 3 Series (E46)	56.8	21	138
Motor vehicle theft	56.8	34	95
Toyota RAV4 EV	56.8	42	80
Hyundai Motor America	56.7	21	135
Dongfeng Motor Corporation	56.7	33	96
Mercedes-Benz GLA	56.7	34	93
Chevrolet Cavalier	56.7	55	64
Subaru Legacy (seventh generation)	56.6	24	120
Mitsubishi Lancer	56.6	30	102
Ford Sync	56.5	22	128
Volkswagen Beetle	56.5	108	36
Lane departure warning system	56.5	26	112
Dodge Caliber	56.4	15	168
Toyota Corolla (E120)	56.4	27	108
Ford Bronco Sport	56.4	28	105
Chevrolet HHR	56.3	14	175
Toyota MR2	56.2	20	132
Lotus Elan	56.2	26	108
Coupe	56.2	27	104
BYD e6	56.2	32	92
Infiniti QX60	56.1	13	180
Volkswagen New Beetle	56.1	28	100
Volvo EX30	56.1	40	76
BMW 5 Series (E39)	56.0	22	120
Lynk & Co	56.0	29	96
Volkswagen Amarok	56.0	42	72
BMW X4	55.9	27	100
Honda Crosstour	55.9	30	92
Toyota Previa	55.8	17	141
Ford Escort (North America)	55.8	18	135
Lotus Exige	55.8	22	116
Porsche 911 (997)	55.7	20	124
Ford Transit Connect	55.7	29	93
Nissan Qashqai	55.7	40	72
CarGurus	55.7	60	52
Chevrolet Cobalt SS	55.6	12	180
Tony Stewart	55.6	108	32
Pontiac Aztek	55.5	20	120
BMW X1 (E84)	55.5	20	120
Compact crossover SUV	55.5	24	104
Lincoln MKS	55.4	12	174
Volkswagen Golf Mk6	55.4	18	128
Volkswagen Beetle (A5)	55.4	38	72
Toyota Land Cruiser Prado	55.4	52	56
Chevrolet S-10 Blazer	55.3	10	196
Mortgage	55.3	21	113
Toyota Corolla	55.3	23	105
Plymouth (automobile)	55.3	24	102
BMW 7 Series (G70)	55.3	48	59
List of discontinued Volkswagen Group petrol engines	55.2	23	104
Consumer arbitration	55.2	58	50
Honda Civic (eleventh generation)	55.1	18	124
Toyota Camry (XV10)	55.1	20	114
United States vehicle emission standards	55.1	25	96
Volkswagen Jetta (A5)	55.1	36	72
Mercedes-Benz A-Class (W177)	55.1	52	54
Scrappage program	55.0	56	50
List of 1990s Super Bowl commercials	54.9	18	120
Ford Crown Victoria Police Interceptor	54.9	19	116
Mercedes-Benz E-Class	54.9	23	100
Ford Modular engine	54.9	24	96
Jeep Wagoneer (SJ)	54.9	24	96
Alfa Romeo	54.9	58	48
Continuously variable transmission	54.9	40	65
Chevrolet Trax	54.8	21	105
Domino's	54.8	84	35
Changan Automobile	54.8	26	90
Toyota Prius (XW50)	54.8	30	80
Acura ZDX	54.7	16	128
Hyundai Tiburon	54.7	20	108
Alfa Romeo Tonale	54.7	56	48
BMW 7 Series	54.7	40	63
History of the automobile	54.7	50	53
Lamborghini Aventador	54.7	39	64
Hyundai Ioniq	54.6	19	111
SEMA (association)	54.6	22	99
Lancia	54.6	24	93
Nürburgring	54.6	26	87
Staples Inc.	54.6	48	54
Honda Gold Wing	54.6	42	60
Rambler Classic	54.5	24	92
Traffic collision	54.5	36	67
Ford Mondeo (first generation)	54.4	9	190
Mitsubishi Lancer Evolution X	54.4	16	124
BMW 6 Series (E63)	54.4	21	100
Ford Focus (second generation, North America)	54.4	24	90
Alfa Romeo 4C	54.4	25	88
Chevrolet Trailblazer (crossover)	54.4	26	85
Nissan Z (RZ34)	54.4	36	66
Saturn Ion	54.3	15	128
Chrysler (brand)	54.3	15	128
Enterprise Rent-A-Car	54.3	38	62
Volkswagen Golf Mk1	54.3	51	49
Nissan X-Trail	54.2	18	110
Jaguar XJ	54.2	19	105
Honda Civic (tenth generation)	54.2	20	102
Porsche 911 (996)	54.1	15	124
Chevrolet Blazer (crossover)	54.1	22	93
Taxi	54.1	26	82
Toyota Prius (XW20)	54.0	38	60
Lithia Motors	53.9	75	34
Karma Revero	53.9	28	75
Mercedes-Benz GLB	53.8	24	84
Grey market	53.8	54	44
Subcompact car	53.8	54	44
Kenya	53.8	50	47
Grand tourer	53.8	44	52
Lee Iacocca	53.6	24	81
BMW X3 (G45)	53.6	30	68
Honda CR-X	53.5	18	100
Salvage title	53.5	42	52
Plug-in electric vehicles in Japan	53.4	36	58
Chevrolet Volt (second generation)	53.3	20	90
Jaguar XJ (X350)	53.2	13	123
BMW M	53.2	15	110
Acura RLX	53.2	32	62
Mazda MX-5 (NC)	52.9	16	102
KG Mobility	52.9	24	74
Alfa Romeo Stelvio	52.9	26	70
Honda CR-V	52.8	19	88
Autotrader Group	52.8	63	34
Mercury Cougar	52.7	8	165
AMC Rebel	52.6	13	114
Nissan NV200	52.5	24	70
BMW Z3	52.4	23	72
Group 1 Automotive	52.3	84	25
Debt buyer	52.2	22	72
Mercedes-Benz C-Class (W205)	52.1	15	96
Mercedes-Benz SLK-Class (R170)	52.0	14	100
Toyota Auris	52.0	14	99
2014 Mark-1 Plumbing truck incident	52.0	80	25
Subaru Forester	51.9	0	860
Mazda RX-7	51.9	19	78
Bruton Smith	51.9	66	29
AMC AMX III	51.9	20	75
Chevrolet Express	51.8	10	124
Backup camera	51.8	17	84
Miles per gallon gasoline equivalent	51.8	18	80
Hyundai i30	51.7	16	87
Lotus Evora	51.6	13	100
Fifth Gear	51.6	15	90
McLaren 720S	51.6	17	81
Jeep Commander (XK)	51.5	10	120
Mitsubishi 3000GT	51.5	11	112
Cadillac STS	51.5	11	112
Kia Carens	51.5	17	80
McLaren	51.5	68	27
BMW 7 Series (E38)	51.3	13	96
National Automobile Dealers Association	51.2	70	25
Audi A6	51.1	0	781
Lincoln LS	50.7	10	108
Nissan Cube	50.7	14	84
Credit card	50.4	0	708
Mazda CX-7	50.4	10	104
Jeep Liberty (KK)	50.3	13	84
Honda Civic (sixth generation)	50.1	10	100
Dick Teague	49.9	13	80
Volvo V70	49.8	0	660
History of plug-in hybrids	49.8	0	656
Mazda Familia	49.8	8	112
Honda CR-V (third generation)	49.8	8	112
Chevrolet Avalanche	49.8	12	84
Cadillac Escalade	49.6	0	639
Nissan GT-R	49.2	0	609
Hyundai Santa Fe	48.9	0	584
Porsche 911	48.4	0	544
Mercury Mountaineer	48.2	9	84
Hyundai Genesis	47.5	0	484
Automotive industry in the United States	47.1	0	462
BMW M3	46.7	0	440
Mercedes-Benz C-Class (W204)	46.3	0	414
BMW X3	46.2	0	408
Mercedes-Benz GLE	46.0	0	400
Jeep Wrangler (JK)	45.8	0	392
Infiniti M	45.7	0	384
Dodge Durango	45.7	0	384
Pontiac Grand Prix	45.4	0	371
Nissan 350Z	45.3	0	363
Lincoln Continental	45.0	0	350
Audi Q5	44.9	0	345
LA Auto Show	44.8	0	342
Chevrolet Camaro (fifth generation)	44.8	0	340
Lexus SC	44.3	0	320
Lincoln Motor Company	44.0	0	308
Subaru	44.0	0	308
Kia Sorento	44.0	0	306
Electric car	44.0	0	306
Audi Q7	43.9	0	304
United States labor law	43.9	0	304
Intuit	43.9	0	303
Acura TSX	43.8	0	300
Toyota 86	43.8	0	300
Tesla Model Y	43.7	0	296
Chicago Auto Show	43.5	0	288
Lane centering	43.5	0	288
Hyundai Palisade	43.3	0	280
Carlos Ghosn	43.2	0	276
Mercedes-Benz E-Class (W212)	42.9	0	266
Power-to-weight ratio	42.9	0	265
Volvo S60	42.8	0	264
Electric vehicle battery	42.6	0	255
Alpina	42.5	0	252
Chevrolet Corvette (C7)	42.5	0	252
Pickup truck	42.4	0	250
BMW i8	42.4	0	250
Mazda CX-30	42.3	0	248
Ford F-Series (fourteenth generation)	42.3	0	246
Convertible	42.1	0	240
Saturn Vue	42.1	0	240
Tesla Cybertruck	41.9	0	235
Mercedes-Benz Group	41.8	0	230
Chrysler 300	41.8	0	230
Ford C-Max	41.8	0	230
Genesis G70	41.6	0	224
Kia Telluride	41.3	0	216
Hyundai Genesis Coupe	41.3	0	215
Genesis G80	41.1	0	210
Dodge Stratus	41.0	0	207
BMW 7 Series (F01)	40.9	0	204
Credit card fraud	40.7	0	201
Pontiac Solstice	40.7	0	200
Honda Ridgeline	40.7	0	200
Dodge Dakota	40.6	0	198
DirecTV	40.6	0	198
2014 in American television	40.6	0	198
Electric vehicle	40.5	0	196
ING Group	40.4	0	192
International Motor Show Germany	40.4	0	192
Pininfarina	40.4	0	192
Mercedes-Benz Vito	40.4	0	192
Ford Raptor	40.3	0	190
Maybach 57 and 62	40.3	0	189
Chevrolet TrailBlazer (SUV)	40.1	0	186
Volvo XC60	40.1	0	185
BMW X5	40.1	0	184
Greenwashing	40.0	0	183
List of 2010s Super Bowl commercials	40.0	0	183
Walmart	39.9	0	179
Intel	39.7	0	176
AARP	39.7	0	176
Dodge Avenger	39.7	0	176
Jeep Grand Cherokee (ZJ)	39.7	0	176
Volvo S80	39.7	0	175
Range Rover	39.7	0	175
Chevrolet Silverado (first generation)	39.7	0	175
Chevrolet Corvette (C6)	39.6	0	174
BMW X7	39.6	0	174
Mercedes-Benz C-Class (W203)	39.6	0	174
Amway	39.5	0	172
Mazda RX-8	39.4	0	168
Isuzu	39.4	0	168
Fuel cell vehicle	39.4	0	168
Ford Mustang variants	39.4	0	168
Dodge Journey	39.4	0	168
Chrysler Pacifica (crossover)	39.2	0	165
Honda CR-V (sixth generation)	39.2	0	165
Criticism of credit scoring systems in the United States	39.2	0	164
Dietary supplement	39.1	0	162
Payday loan	39.1	0	162
Lexus LF	39.1	0	162
Ford EcoBoost engine	39.1	0	162
Scion (automobile)	39.0	0	161
Volvo C70	39.0	0	161
Hydrogen vehicle	39.0	0	160
Facebook	39.0	0	160
BMW 6 Series (F12)	39.0	0	160
Jeep Cherokee	39.0	0	160
Kia EV6	39.0	0	160
Kia Sportage	38.9	0	159
Range Rover Evoque	38.9	0	159
Suzuki Cultus	38.8	0	156
Opel Antara	38.8	0	156
GMC Hummer EV	38.8	0	156
Transportation safety in the United States	38.8	0	155
Volkswagen Group	38.6	0	152
Volkswagen Touareg	38.6	0	152
Nissan Juke	38.6	0	152
Mazda2	38.6	0	152
Kroger	38.5	0	150
Experian	38.5	0	150
Jaguar F-Type	38.5	0	150
COVID-19 misinformation	38.5	0	150
Computer security	38.5	0	149
History of women in the United States	38.4	0	148
Privacy concerns with social networking services	38.3	0	146
Ford Mustang Mach-E	38.2	0	144
List of 2020s Super Bowl commercials	38.1	0	142
Plug-in electric vehicles in the United Kingdom	38.0	0	141
Zoom (software)	38.0	0	141
Identity theft	38.0	0	140
Audi e-tron	38.0	0	140
GAC Group	38.0	0	140
Honda Accord (North America seventh generation)	38.0	0	140
Sudden unintended acceleration	38.0	0	140
Porsche 918 Spyder	38.0	0	140
Mazda MX-5 (ND)	38.0	0	140
History of Lamborghini	37.9	0	138
Kia	37.8	0	136
Aptera Motors	37.8	0	136
Energy policy of India	37.8	0	136
Infiniti Q50	37.8	0	136
Ferrari 599	37.7	0	135
Lexus HS	37.7	0	135
Ford Ranger (T6)	37.6	0	134
Mercedes-Benz E-Class (W211)	37.6	0	133
Diploma mill	37.5	0	132
Insurance Institute for Highway Safety	37.5	0	132
Porsche Macan	37.5	0	132
Mazda6	37.4	0	130
List of Ponzi schemes	37.4	0	130
Green Dot Corporation	37.4	0	129
Porsche Taycan	37.4	0	129
Self-driving truck	37.4	0	129
Radio-frequency identification	37.3	0	128
Fair Credit Reporting Act	37.3	0	128
Robocall	37.3	0	128
Audi A7	37.3	0	128
Flexible-fuel vehicles in the United States	37.3	0	128
Skyactiv	37.3	0	128
Maybach	37.2	0	126
Chrysler Crossfire	37.2	0	126
Honda Integra (fourth generation)	37.2	0	126
Alternative fuel vehicle	37.2	0	126
Internet of things	37.2	0	126
Cadillac CT5	37.2	0	126
Toyota Grand Highlander	37.2	0	126
Medicare (United States)	37.1	0	125
BMW 5 Series	37.1	0	125
Nissan Fuga	37.1	0	125
Lamborghini Urus	37.1	0	125
Ford GT	37.1	0	124
BMW X6	37.1	0	124
Crash test dummy	36.8	0	120
Global Hybrid Cooperation	36.8	0	120
Audi Q3	36.8	0	120
Criticism of Amazon	36.8	0	120
Dodge Viper (VX I)	36.8	0	120
AdventHealth	36.7	0	119
PayPal	36.6	0	117
Subaru Legacy	36.6	0	117
University of Phoenix	36.5	0	116
Chevrolet Lumina	36.5	0	116
Affiliate marketing	36.5	0	116
SoFi	36.5	0	116
Lincoln Blackwood	36.5	0	115
Pontiac G8	36.5	0	115
Ford Flex	36.5	0	115
Saturn Aura	36.4	0	114
Net neutrality in the United States	36.4	0	114
Bentley Mulsanne (2010)	36.4	0	114
Zoom Communications	36.4	0	114
Paycheck Protection Program	36.4	0	114
Income tax in the United States	36.3	0	113
GMC Envoy	36.3	0	112
BMW X5 (E70)	36.3	0	112
Aston Martin Vantage (2005)	36.3	0	112
Credit score	36.3	0	112
Nissan 370Z	36.3	0	112
Lincoln MKT	36.3	0	112
Alexandria Ocasio-Cortez	36.3	0	112
Grumman LLV	36.2	0	111
BMW 5 Series (G60)	36.2	0	111
Northwest Airlines	36.1	0	110
Nissan Quest	36.1	0	110
Lexus LC	36.1	0	110
Cadillac XT6	36.1	0	110
Franchising	36.0	0	108
Ford Transit	36.0	0	108
Gift card	36.0	0	108
Marketing ethics	36.0	0	108
Range anxiety	36.0	0	108
Mercedes-Benz CLS-Class (C218)	36.0	0	108
Porsche 911 (992)	36.0	0	108
HBO Max	35.9	0	107
For-profit colleges and universities in the United States	35.9	0	106
Corporate responses to the Russian invasion of Ukraine	35.9	0	106
Pontiac G6	35.8	0	105
Carroll Shelby	35.8	0	105
Mazda Millenia	35.8	0	105
Mercury Villager	35.8	0	105
Child safety seat	35.8	0	105
Healthgrades	35.8	0	105
Start-stop system	35.7	0	104
Bose (brand)	35.7	0	104
Hummer H2	35.7	0	104
Fiat 500L	35.7	0	104
Fisker Inc.	35.7	0	104
Cadillac Lyriq	35.7	0	104
History of Facebook	35.6	0	103
Environmental policy of the Biden administration	35.6	0	103
Chevrolet K5 Blazer	35.6	0	102
Bankruptcy Abuse Prevention and Consumer Protection Act	35.6	0	102
Suzuki SX4	35.6	0	102
Volvo XC40	35.6	0	102
Toyota Corolla Cross	35.6	0	102
Online dating	35.4	0	100
Semi-automatic transmission	35.4	0	100
Volkswagen Type 2 (T3)	35.4	0	100
Debt collection	35.4	0	100
Hyundai California Design concepts	35.4	0	100
Miles Electric Vehicles	35.4	0	100
Volkswagen ID. Buzz	35.4	0	100
Toyota Camry (XV80)	35.4	0	100
Volkswagen Phaeton	35.3	0	99
Audi RS 4	35.3	0	99
Automotive X Prize	35.3	0	99
Ford Puma (crossover)	35.3	0	99
Credit card debt	35.3	0	98
Hummer	35.1	0	96
Lotus Elise	35.1	0	96
Honda Element	35.1	0	96
Volvo C30	35.1	0	96
Credit counseling	35.1	0	96
Toyota Belta	35.1	0	96
Ford Taurus (fifth generation)	35.1	0	96
Payday loans in the United States	35.1	0	96
Mazda CX-50	35.1	0	96
Mazda CX-90	35.1	0	96
Nissan Qashqai (first generation)	35.1	0	96
Dodge Nitro	35.0	0	95
DeVry University	34.9	0	94
Maserati	34.9	0	93
Hummer H3	34.9	0	93
Electric car use by country	33.4	231	0
List of unicorn startup companies	32.7	206	0
Maruti Suzuki	32.7	204	0
2000s	32.5	200	0
One Big Beautiful Bill Act	31.8	176	0
List of people granted executive clemency in the first Trump presidency	31.7	174	0
Timeline of 1960s counterculture	31.5	170	0
Timeline of LGBTQ history, 21st century	31.4	167	0
Bill Clinton	31.3	164	0
Tencent	31.0	156	0
Phase-out of fossil fuel vehicles	31.0	156	0
List of LGBTQ firsts by year (2010s)	30.4	141	0
2021–2023 inflation surge	30.2	136	0
2014 in the United States	30.0	132	0
United States	29.9	129	0
PwC	29.8	128	0
Vending machine	29.8	128	0
List of -gate scandals and controversies	29.6	124	0
Honorific nicknames in popular music	29.6	124	0
2021 deaths in the United States (January–June)	29.6	124	0
Automotive industry in China	29.4	120	0
United States affordability crisis	29.4	120	0
2026 deaths in the United States	29.4	119	0
United States–Mexico–Canada Agreement	29.3	117	0
Kenosha unrest shooting	29.3	117	0
List of longest prison sentences served	29.2	116	0
Sales taxes in the United States	29.1	114	0
Timeline of women's legal rights in the United States (other than voting)	29.0	112	0
2019 deaths in the United States (July–December)	29.0	112	0
Climate change and insurance in the United States	28.9	111	0
Motorway (brand)	28.9	110	0
2010s	28.8	108	0
Product placement	28.8	108	0
Economic history of the United States	28.8	108	0
Bernie Moreno	28.8	108	0
2020–2023 global chip shortage	28.7	106	0
Affordable Care Act	28.6	105	0
Renault Clio	28.4	102	0
3D printing	28.4	102	0
Economy of the United States	28.3	100	0
Comparison of user features of messaging platforms	28.3	100	0
List of unarmed African Americans killed by law enforcement officers in the United States	28.3	100	0
China–United States relations	28.1	97	0
Google	28.1	96	0
Deadpool & Wolverine	28.1	96	0
List of people from San Diego	28.0	95	0
Subprime mortgage crisis	28.0	95	0

Content Opportunities

Articles with zero brand presence

Articles rich in First Time Driver'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: 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

Electric car use by country	231
List of unicorn startup companies	206
Maruti Suzuki	204
2000s	200
One Big Beautiful Bill Act	176
List of people granted executive clemency in the first Trump presidency	174
Timeline of 1960s counterculture	170
Timeline of LGBTQ history, 21st century	167
Bill Clinton	164
Tencent	156
Phase-out of fossil fuel vehicles	156
List of LGBTQ firsts by year (2010s)	141
2021–2023 inflation surge	136
2014 in the United States	132
United States	129
PwC	128
Vending machine	128
List of -gate scandals and controversies	124
Honorific nicknames in popular music	124
2021 deaths in the United States (January–June)	124
Automotive industry in China	120
United States affordability crisis	120
2026 deaths in the United States	119
United States–Mexico–Canada Agreement	117
Kenosha unrest shooting	117
List of longest prison sentences served	116
Sales taxes in the United States	114
Timeline of women's legal rights in the United States (other than voting)	112
2019 deaths in the United States (July–December)	112
Climate change and insurance in the United States	111
Motorway (brand)	110
2010s	108
Product placement	108
Economic history of the United States	108
Bernie Moreno	108
2020–2023 global chip shortage	106
Affordable Care Act	105
Renault Clio	102
3D printing	102
Economy of the United States	100
Comparison of user features of messaging platforms	100
List of unarmed African Americans killed by law enforcement officers in the United States	100
China–United States relations	97
Google	96
Deadpool & Wolverine	96
List of people from San Diego	95
Subprime mortgage crisis	95