Used Car Dealers

Budget First Commuter

Top Wikipedia Pages

Dominant · SE Outbound Links ρ=0.611

AI recommendation signal analysis across 59 domains for the Budget First Commuter persona in Used Car Dealers.

Download this report (.xlsx)

59Domains Tracked

10.7MReddit Posts

16KWikipedia Articles

5.6MOpen Web Matches

Budget First Commuter_persona.report

ArticleScore

List of automobiles notable for negative reception

95.9

Plug-in hybrid

94.4

Government incentives for plug-in electric vehicles

91.1

Tesla Model 3

89.4

Toyota Prius

89.3

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

16K

Articles With Topic Matches

59K

Articles Mentioning Brands

135K

Topic Phrase Matches

789K

Brand Mentions

Wikipedia Data

Top Wikipedia articles

The articles where Budget First Commuter'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	95.9	339	1,180
Plug-in hybrid	94.4	525	720
Government incentives for plug-in electric vehicles	91.1	666	414
Tesla Model 3	89.4	237	712
Toyota Prius	89.3	280	623
Honda Insight	88.4	240	632
Tesla, Inc.	88.3	516	358
Lexus	88.2	300	525
Ford Expedition	87.9	102	1,104
Ford Explorer	86.2	188	575
Volkswagen	85.6	344	348
History of Tesla, Inc.	85.4	396	308
Suzuki	84.0	208	416
Hyundai Elantra	83.7	192	425
Crossover SUV	83.7	210	399
Chevrolet Suburban	83.0	58	928
Hyundai Tucson	82.9	136	497
Criticism of Tesla, Inc.	82.6	324	254
Lexus RX	82.4	61	826
Plug-in electric vehicles in the United States	82.3	232	315
History of the electric vehicle	81.7	276	256
Ford Motor Company	81.7	188	339
Ford Escape	81.5	162	368
Volkswagen emissions scandal	81.2	484	162
Toyota RAV4	80.9	144	375
List of unicorn startup companies	80.9	206	290
Corporate average fuel economy	80.7	225	264
Credit card	80.4	55	708
Car Allowance Rebate System	80.2	363	176
Chevrolet Silverado	80.1	48	749
Toyota Camry	80.0	120	385
Honda Fit	79.6	110	392
Toyota Camry (XV40)	79.3	105	390
Automotive industry in the United States	79.3	106	385
Economic impact of the COVID-19 pandemic	78.7	103	366
Lexus ES	78.6	92	395
Luxury car	78.3	67	476
Chevrolet Bolt	78.3	126	304
Honda Accord	78.2	93	375
Nissan Leaf (first generation)	78.2	94	372
Lexus LS	77.5	52	522
Subaru Crosstrek	77.5	102	320
New York International Auto Show	77.5	134	264
DriveTime	77.4	184	208
Nissan	77.4	153	237
Dodge Caravan	77.3	70	410
Plug-in electric vehicle	77.3	232	174
Kia Soul	77.1	129	260
Tesla Model X	77.1	138	246
Tesla US dealership disputes	77.0	292	141
Mitsubishi Mirage	76.9	105	295
Ford Fusion (Americas)	76.9	132	248
History of plug-in hybrids	76.8	65	410
Toyota Tundra	76.7	49	492
BYD Auto	76.7	240	157
Chevrolet Volt (first generation)	76.7	144	228
Hybrid electric vehicle	76.6	148	222
Volvo Cars	76.4	162	201
Mercedes-Benz	76.3	106	272
Tesla Roadster (first generation)	76.3	171	192
Audi	76.1	129	231
Lexus IS	76.0	82	315
Nissan GT-R	76.0	106	261
Electric car	75.9	84	306
Cadillac ATS	75.8	70	344
Chrysler	75.8	224	148
Used car	75.7	180	172
Honda Civic	75.5	111	240
Car dealerships in the United States	75.4	120	224
Electric car use by country	75.3	385	95
Hyundai Sonata	75.3	86	280
Chevrolet Malibu	75.1	38	490
Toyota Tacoma	75.1	45	435
Acura MDX	74.9	28	592
Car dealership	74.8	297	108
General Motors	74.8	79	282
Cadillac Escalade	74.7	114	213
BMW M5	74.5	51	372
Ford F-Series	74.4	43	414
Subaru Forester	74.3	40	430
Sales taxes in the United States	74.2	114	200
2008–2010 automotive industry crisis	74.0	234	116
SUV	73.9	50	350
Subcompact crossover SUV	73.8	132	172
BMW	73.7	114	189
Volvo XC90	73.5	45	360
Nissan Sentra	73.5	60	292
Grey import vehicle	73.5	217	116
Jeep Grand Cherokee	73.4	68	264
Tesla Model S	73.1	76	237
Mazda3	73.1	80	228
Executive compensation in the United States	73.0	66	258
Minivan	72.7	62	260
Toyota Prius Plug-in Hybrid	72.7	94	194
Subaru Outback	72.5	58	267
Jeep Grand Cherokee (WK2)	72.4	58	265
Smart Fortwo	72.4	66	240
Subaru Impreza	72.3	69	231
Green vehicle	72.3	76	216
Toyota Sienna	72.2	29	420
Honda	72.1	216	98
Tesla Model Y	72.0	69	222
Infiniti G Line	71.8	60	240
Ford Mustang	71.7	111	153
Hyundai Santa Fe	71.6	32	365
Power-to-weight ratio	71.5	176	106
Ram pickup	71.2	40	297
Audi A6	71.2	43	284
Station wagon	71.2	86	172
Vehicle subscription	71.2	110	145
CarMax	71.1	115	138
Mercedes-Benz S-Class (W220)	71.0	40	290
Fuel economy in automobiles	71.0	125	128
Honda Ridgeline (second generation)	70.9	36	312
Ford Super Duty	70.8	31	340
Fisker Karma	70.8	37	301
Toyota concept vehicles (2000–2009)	70.8	66	200
Toyota Vitz	70.8	81	171
Product placement	70.8	108	140
Honda Pilot	70.6	26	378
Ford Fusion Hybrid	70.6	81	168
Toyota 4Runner	70.5	26	370
Nissan Altima	70.4	29	340
Buick LaCrosse	70.4	34	305
Car classification	70.3	27	354
Credit score in the United States	70.3	43	256
Subaru WRX	69.7	31	300
Political positions of Mitt Romney	69.7	146	98
American Motors Corporation	69.7	132	106
Honda Civic (eighth generation)	69.7	75	159
Lexus GS	69.4	37	256
2009–2011 Toyota vehicle recalls	69.3	72	156
Acura RL	69.3	88	136
Hyundai Accent	69.2	124	104
Honda Odyssey (North America)	69.1	26	315
Honda Ridgeline (first generation)	69.1	34	260
Lexus IS (XE20)	69.1	38	240
Chevrolet Impala	69.0	28	296
Buick Regal	68.9	52	189
Chevrolet Cruze	68.8	123	100
Hyundai Motor Company	68.7	186	73
Ford Focus (first generation)	68.6	48	192
Student loans in the United States	68.6	66	154
Honda Civic (ninth generation)	68.6	74	141
Health insurance in the United States	68.5	68	149
Honda Fit (second generation)	68.5	105	108
Blockbuster (retailer)	68.3	65	150
Hertz Global Holdings	68.3	92	116
2018 in American television	68.2	91	116
Chevrolet Corvette	68.1	68	142
Nissan Leaf	68.1	68	141
Carvana	68.0	108	100
Hewlett-Packard	67.8	74	128
Dodge Viper	67.7	47	175
Ford Taurus	67.7	54	159
Capital One	67.7	64	140
Smart (marque)	67.6	46	176
Toyota Prius (XW30)	67.5	60	144
Pickup truck	67.4	27	250
Subprime mortgage crisis solutions debate	67.4	44	178
Ford C-Max	67.3	62	138
Jeep Wrangler (JK)	67.2	21	294
VinFast	67.2	54	150
Mini (marque)	67.1	90	102
Electric vehicle battery	67.0	44	170
Healthcare reform in the United States	66.9	47	160
List of automobile sales by model	66.9	100	93
Chrysler 300	66.7	37	184
BMW i	66.7	68	120
Chevrolet	66.6	120	78
Big Three (automobile manufacturers)	66.6	117	80
Political positions of Hillary Clinton	66.6	70	116
3D printing	66.5	51	144
Mini Hatch	66.5	90	96
Costco	66.4	94	91
Volkswagen Golf Mk7	66.3	30	204
Dodge Charger (2006)	66.3	31	201
Honda HR-V	66.3	48	147
Albertsons	66.3	56	132
Acura TL	66.2	21	260
Jeep Cherokee (KL)	66.2	38	171
Lincoln Motor Company	66.2	44	154
List of -gate scandals and controversies	66.2	124	73
Honda CR-Z	66.2	99	86
Bugatti Veyron	66.2	93	90
List of thermal incidents in electric vehicles	66.1	45	150
North American International Auto Show	66.1	116	76
Ford Focus (third generation)	66.1	112	78
AMC Eagle	66.1	52	135
2024 in the United States	66.0	80	98
Mitsubishi Outlander	65.7	42	150
Criticism of SUVs	65.6	33	177
TrueCar	65.6	138	63
Super Bowl commercials	65.6	128	66
Saturn Corporation	65.6	84	90
Plug-in electric vehicles in California	65.5	52	126
Better Place (company)	65.5	54	122
Chevrolet Spark	65.5	80	92
Electronic stability control	65.4	33	172
Porsche Panamera	65.4	39	153
Hyundai Motor America	65.4	63	108
BMW 5 Series (F10)	65.3	40	148
Nissan Maxima	65.2	19	246
Toyota Avalon	65.2	39	150
Plug-in electric vehicles in Norway	65.2	116	68
Mitsubishi Motors	65.2	68	100
Dodge Durango	65.1	27	192
Phase-out of fossil fuel vehicles	65.1	156	54
List of lawsuits involving Tesla, Inc.	65.1	132	61
Millennials	65.0	89	80
Subaru Ascent	64.9	16	270
Kia Forte	64.9	54	114
Acura	64.8	26	189
Ford Focus Electric	64.8	46	126
Car	64.8	47	124
Audi TT	64.6	26	185
Alternative fuel vehicle	64.6	116	63
Suzuki Jimny	64.6	44	128
Edmunds (company)	64.5	90	75
BMW i3 (hatchback)	64.5	90	75
Warranty	64.5	64	96
AutoNation	64.4	133	56
History of Chrysler	64.4	90	74
Ford Fiesta (sixth generation)	64.2	31	156
Kia Rio	64.2	69	88
Tencent	64.1	78	80
Climate change in the United States	64.0	85	74
Causes of the 2000s United States housing bubble	64.0	57	98
Aptera Motors	63.9	36	136
Toyota Highlander	63.9	37	132
Coda Automotive	63.8	88	70
Hyundai Genesis	63.7	36	132
Nissan Murano	63.6	21	190
Ford Bronco	63.6	28	156
Toyota Celica	63.6	110	58
Austin, Texas	63.5	67	83
Subaru Impreza WRX STI	63.4	32	138
RadioShack	63.4	78	73
Mazda CX-30	63.3	27	155
Meijer	63.3	36	126
Economy of Japan	63.3	88	66
List of companies of the United Kingdom A–J	63.2	21	182
Subaru Impreza (second generation)	63.2	22	176
Cher	63.2	74	74
Nissan Pathfinder	63.1	23	168
Lexus SC	62.9	24	160
American Automobile Association	62.9	92	61
Audi A8	62.9	66	78
Glossary of economics	62.8	25	153
Plug-in electric vehicles in China	62.8	31	132
Hyundai Kona	62.8	37	116
Consumer Reports	62.8	41	108
WWE	62.8	55	88
Four-wheel drive	62.7	26	147
Kia Niro	62.7	26	147
Saab 9-3	62.7	27	144
Chevrolet Camaro (fifth generation)	62.7	29	136
Effects of the 2008–2010 automotive industry crisis on the United States	62.7	105	54
California housing shortage	62.7	40	109
Agenda 47	62.7	52	90
MyFord Touch	62.6	30	132
Porsche Taycan	62.6	31	129
Mazda CX-5	62.6	37	114
Saturn Vue	62.5	19	180
Lexus LS (XF40)	62.5	38	110
Toyota concept vehicles (2010–2019)	62.5	86	61
Cadillac CTS	62.5	54	86
Nissan Xterra	62.4	20	172
Porsche 911	62.4	28	136
Tire	62.3	41	102
Boeing 787 Dreamliner	62.3	63	75
Pontiac Grand Prix	62.2	38	106
Dodge	62.2	58	79
Toyota Venza	62.2	50	87
Healthcare reforms proposed during the Obama administration	62.2	51	86
Ford Mustang (sixth generation)	62.2	63	74
List of automobile drag coefficients	62.1	118	46
Muscle car	62.1	30	124
Tata Motors Passenger Vehicles	62.1	34	114
Malaise era	62.1	87	58
Cadillac	62.1	52	84
Passenger vehicles in the United States	62.1	60	76
Consumer behaviour	62.0	30	123
Acura RDX	62.0	44	94
Toyota Crown	62.0	46	91
Mazda	62.0	68	68
Arnold Schwarzenegger	61.9	77	62
Common ethanol fuel mixtures	61.9	54	80
Chevrolet Volt	61.9	62	72
Chrysler Pacifica (minivan)	61.8	41	96
Spokane, Washington	61.7	29	122
Energy development	61.7	38	100
Vroom, Inc.	61.7	78	60
Lincoln Navigator	61.6	31	114
Climate change policy of the United States	61.6	62	70
Mercedes-Benz GLE	61.5	37	100
BMW i8	61.4	36	100
Steven Spielberg	61.4	62	68
Airbus A220	61.3	60	69
List of Amazon products and services	61.3	54	74
Infiniti M	61.2	21	144
Student loan	61.2	26	124
Chrysler Town & Country (minivan)	61.2	27	120
Fiat S.p.A.	61.2	35	100
PwC	61.2	64	65
Debt settlement	61.1	16	171
Aston Martin	61.1	110	43
Light-emitting diode	61.1	24	129
Fuel cell	61.1	92	49
Great Wall Motor	61.1	72	59
Bill Clinton	61.0	82	53
Lincoln MKZ	61.0	54	72
OnStar	60.9	17	160
Kevin Trudeau	60.9	27	116
Airbus A380	60.9	65	62
Mitsubishi Lancer Evolution	60.8	32	102
List of generic and genericized trademarks	60.8	61	64
Boeing 777	60.7	47	76
2025 in the United Kingdom	60.6	24	122
Honda CR-V	60.6	38	88
Daewoo Kalos	60.5	21	132
BMW 6 Series (F12)	60.5	31	100
Culture of the United States	60.5	65	59
Political positions of Kamala Harris	60.5	59	63
Scott Painter	60.4	63	60
Dianne Feinstein	60.3	59	62
Circuit City	60.2	117	37
Audi A3	60.2	29	102
Efficient energy use	60.2	63	58
Lincoln Continental	60.1	18	140
Kia K5	60.1	31	96
Dacia Logan	60.0	25	110
List of University of Michigan business alumni	60.0	42	76
CDK Global	59.9	108	38
Ford F-Series (fourteenth generation)	59.9	21	123
International Motor Show Germany	59.9	30	96
Affirm Holdings	59.9	42	75
Chevrolet Tahoe	59.8	23	114
List of people from San Diego	59.8	95	41
2021 deaths in the United States (January–June)	59.6	124	33
Waymo	59.6	75	48
AMC Hornet	59.6	31	90
Berkshire Hathaway	59.6	62	55
2020–2022 catalytic converter theft ring	59.5	29	93
COVID-19 pandemic in Michigan	59.5	40	74
Hyundai Genesis Coupe	59.4	18	129
Deadpool & Wolverine	59.4	96	39
Ford Ranger (Americas)	59.4	24	106
Shaquille O'Neal	59.4	79	45
Health care prices in the United States	59.4	32	86
Audi Q7	59.4	38	76
Fuel cell vehicle	59.4	58	56
Hongqi (marque)	59.4	44	69
Mercedes-Benz C-Class (W203)	59.3	15	145
Direct-to-consumer automobile selling in the United States	59.3	104	36
Ford Five Hundred	59.3	21	114
Hyundai Grandeur	59.3	69	49
Lincoln Town Car	59.3	42	70
Honda Accord (North America eighth generation)	59.3	48	64
Mortgage	59.2	21	113
Qatar Investment Authority	59.2	66	50
Geneva International Motor Show	59.1	55	56
International Space Station	59.1	49	61
Infiniti Q45	59.0	28	90
Toyota Corolla (E140)	59.0	32	82
Continuously variable transmission	59.0	60	52
Kia	59.0	42	68
Nissan Armada	58.9	16	132
Cultural impact of Cher	58.9	72	45
Humvee	58.9	58	53
Loyalty program	58.9	36	75
Pontiac Solstice	58.9	36	75
Autotrader.com	58.9	56	54
Hong Kong	58.9	43	66
Jeep Cherokee	58.8	25	96
Coupe	58.8	27	91
Mercedes-Benz Sprinter	58.7	23	100
Environmental policy of the first Trump administration	58.7	64	48
List of African-American women in STEM fields	58.7	59	51
Suning.com	58.6	29	84
Mercedes-Benz S-Class	58.6	50	57
Saturn S-Series	58.6	39	68
Ford Edge	58.5	23	98
Infiniti QX60	58.5	26	90
Jeep Wrangler (JL)	58.5	26	90
Hybrid Synergy Drive	58.4	28	84
Volkswagen Golf Mk5	58.4	32	76
Consumer arbitration	58.4	58	50
Economy of metropolitan Detroit	58.4	36	70
Carl Levin	58.4	43	62
Ford EcoBoost engine	58.3	51	54
Alpina	58.2	27	84
Lockheed Martin F-35 Lightning II	58.2	65	45
Scrappage program	58.2	56	50
Amazon Kindle	58.2	38	66
Energy-efficient driving	58.1	22	96
The Co-operative Group	58.1	25	88
Kelley Blue Book	58.1	70	42
Lynk & Co	58.1	58	48
Newegg	58.1	39	64
Societal effects of cars	58.0	26	84
Nick Saban	57.9	56	48
The Herb Chambers Companies	57.8	104	30
Honda S2000	57.8	26	82
List of wrongful convictions in the United States	57.8	57	47
Subprime lending	57.7	22	92
Audi S4	57.7	30	74
Faraday Future	57.7	49	52
Enterprise Rent-A-Car	57.7	38	62
Chrysler Voyager	57.6	17	108
BMW 7 Series (F01)	57.6	33	68
Start-stop system	57.6	48	52
Mazda Familia	57.5	16	112
Economy of Spokane, Washington	57.5	20	96
Toyota Camry (XV70)	57.5	22	90
BMW 3 Series (E90)	57.5	68	40
Leopard 2	57.5	26	80
Nordstrom	57.5	47	52
Timeshare	57.4	16	111
Acura TLX	57.4	52	48
List of discontinued Volkswagen Group petrol engines	57.4	46	52
Toyota 86	57.4	38	60
Annual percentage rate	57.3	13	126
Sustainable city	57.3	26	78
Porsche	57.2	46	51
History of ExxonMobil	57.2	45	52
United States affordability crisis	57.1	120	25
Cadillac SRX	57.1	15	111
Mazda MX-5 (ND)	57.1	29	70
Toyota FJ Cruiser	57.0	20	90
Airline	57.0	34	62
Opel Astra	56.9	21	86
Honda Civic (seventh generation)	56.9	24	78
Genesis G80	56.9	28	70
Porsche Boxster and Cayman	56.9	28	70
Toyota iQ	56.8	60	40
Political positions of Ron DeSantis	56.8	50	46
Metrication in the United States	56.8	43	51
Salvage title	56.8	42	52
Audi A4	56.7	25	74
Volvo S80	56.6	15	105
Mazda Millenia	56.6	15	105
Chinese censorship abroad	56.6	65	37
Nissan Navara	56.6	24	76
CarGurus	56.6	60	39
Uranium mining	56.6	28	68
News Corporation	56.6	45	48
Chevrolet Cobalt SS	56.5	12	120
Genesis Motor	56.5	31	62
2020–2023 global chip shortage	56.4	106	25
Lexus HS	56.4	14	108
Chevrolet Corvette (C6)	56.4	19	87
Honda Accord (North America seventh generation)	56.4	26	70
International Motors	56.4	28	66
Destination club	56.3	17	93
Suzuki Cultus	56.3	22	78
Mazda MX-5	56.3	26	69
Motor vehicle theft	56.3	34	57
Honda Integra (fourth generation)	56.2	14	105
Automotive X Prize	56.2	27	66
LoanDepot Park	56.2	44	47
Kia Mohave	56.1	14	104
Gambino crime family	56.1	44	46
Title insurance	56.0	11	120
Honda CR-V (fifth generation)	56.0	13	108
Pontiac Aztek	56.0	20	80
Nissan Kicks	56.0	20	80
Chevrolet Equinox	56.0	24	70
Kenosha unrest shooting	55.9	117	22
Group 1 Automotive	55.9	98	25
Geely Auto	55.9	58	37
Foxconn	55.9	54	39
Jeep Compass	55.8	26	65
Bentley Continental GT	55.8	48	42
Debt buyer	55.7	22	72
General Motors LS-based small-block engine	55.7	56	37
Nissan Z-car	55.7	24	68
Chrysler PT Cruiser	55.7	24	68
FairTax	55.6	22	71
Boeing 737 MAX	55.6	55	37
Genetically modified organism	55.6	53	38
Cadillac de Ville series	55.5	13	102
Credit counseling	55.5	14	96
L.L.Bean	55.5	66	32
Michael Jordan	55.4	68	31
Miles per gallon gasoline equivalent	55.4	18	80
List of automotive superlatives	55.0	72	28
Yugo	54.8	64	30
United States racial unrest (2020–2023)	54.8	64	30
2019 deaths in the United States (July–December)	54.5	112	19
Lexus GS (S190)	54.5	13	90
List of longest prison sentences served	53.8	116	17
List of most expensive cars sold at auction	53.7	98	19
Ford Thunderbird	53.5	12	84
International XT	52.7	11	81
Insurance	52.6	0	492
GMC Acadia	52.6	11	80
Lithia Motors	51.2	75	17
Medicare (United States)	50.3	0	375
Walmart	49.9	0	358
Intel	49.8	0	352
Toyota Sequoia	49.5	0	342
Lexus LX	49.0	0	322
Facebook	49.0	0	320
History of Facebook	48.7	0	309
Subprime mortgage crisis	48.6	0	308
Data center	48.5	0	304
Computer security	48.3	0	298
T-Mobile US	48.3	0	298
List of data breaches	48.1	0	291
ING Group	48.1	0	288
AARP	47.3	0	264
DirecTV	47.3	0	264
Amway	47.1	0	258
Ford Maverick (2022)	47.0	0	255
Google	47.0	0	254
Internet of things	46.9	0	252
List of scams	46.9	0	252
Cloud computing issues	46.8	0	248
Criticism of credit scoring systems in the United States	46.7	0	246
Greenwashing	46.7	0	244
Mercedes-Benz G-Class	46.6	0	243
Criticism of Amazon	46.5	0	240
California Lutheran University	46.4	0	238
AdventHealth	46.4	0	238
Equifax	46.4	0	236
Starbucks	46.3	0	234
PayPal	46.3	0	234
Affiliate marketing	46.2	0	232
SoFi	46.2	0	232
Paycheck Protection Program	46.1	0	228
Kroger	46.0	0	225
COVID-19 misinformation	46.0	0	225
BMW M3	45.8	0	220
Privacy concerns with social networking services	45.7	0	219
Economy of the United States	45.7	0	218
Big data	45.6	0	216
Airbag	45.5	0	212
Advanced driver-assistance system	45.3	0	208
Self-driving car	45.3	0	207
Healthcare reform debate in the United States	45.2	0	206
Energy policy of India	45.1	0	204
Intuit	45.1	0	202
Credit card fraud	45.0	0	201
Corporate social responsibility	45.0	0	200
List of Ponzi schemes	44.8	0	195
Mitsubishi Eclipse	44.6	0	192
Payday loans in the United States	44.6	0	192
Twitch (service)	44.6	0	192
Lane centering	44.6	0	192
Outsourcing	44.5	0	190
LA Auto Show	44.5	0	190
Zoom (software)	44.5	0	188
X (social network)	44.4	0	186
Jeep Wrangler	44.3	0	185
Vehicle insurance	44.3	0	184
Kia Carnival	44.3	0	184
Citigroup	44.2	0	182
Infiniti QX80	44.1	0	180
Automotive safety	43.9	0	177
List of mergers and acquisitions by Alphabet	43.9	0	176
Political positions of Elizabeth Warren	43.9	0	176
Affordable Care Act	43.9	0	175
University of Phoenix	43.8	0	174
Tesla Autopilot	43.8	0	174
Presidency of Joe Biden	43.8	0	174
Health care finance in the United States	43.7	0	172
Hedge fund	43.6	0	170
Social media	43.5	0	168
Ford Taurus (sixth generation)	43.5	0	168
Alexandria Ocasio-Cortez	43.5	0	168
Higher education bubble in the United States	43.4	0	166
Comparison of user features of messaging platforms	43.4	0	166
List of Dragons' Den (British TV programme) offers Series 11-20	43.4	0	166
Northwest Airlines	43.4	0	165
Chuck Schumer	43.4	0	165
Nissan 350Z	43.4	0	165
Ford Windstar	43.3	0	164
Telehealth	43.3	0	163
Franchising	43.2	0	162
Dietary supplement	43.2	0	162
Payday loan	43.2	0	162
Lenovo	43.2	0	162
Healthcare in the United States	43.2	0	161
Robocall	43.1	0	160
AT&T	43.1	0	160
Genesis G70	43.1	0	160
Well-being contributing factors	43.1	0	160
Chipotle Mexican Grill	42.9	0	156
E-commerce	42.8	0	154
Prescription drug prices in the United States	42.8	0	154
Paris Hilton	42.8	0	154
Madoff investment scandal	42.8	0	154
Samsung Electronics	42.8	0	154
Whole Foods Market	42.7	0	152
United States labor law	42.7	0	152
Zoom Communications	42.7	0	152
2023 in American television	42.7	0	152
Islamic banking and finance	42.6	0	151
Online dating	42.6	0	150
Streaming television	42.6	0	150
List of Yale University people	42.6	0	150
Nissan Rogue	42.6	0	150
Food delivery	42.6	0	150
History of women in the United States	42.4	0	148
Net neutrality	42.3	0	146
2026 in American television	42.3	0	146
Obesity	42.2	0	144
Unilever	42.2	0	144
H&R Block	42.2	0	144
Lincoln Aviator	42.2	0	144
Honda Passport	42.2	0	144
Chicago Auto Show	42.2	0	144
Analytics	42.1	0	142
Crowdsourcing	42.1	0	142
Criticism of Netflix	42.1	0	142
FuboTV	42.1	0	142
Wi-Fi	42.0	0	141
Tesla Cybertruck	42.0	0	141
Identity theft	42.0	0	140
Peloton Interactive	42.0	0	140
Netflix	41.9	0	139
Jersey City, New Jersey	41.9	0	138
Warren Buffett	41.9	0	138
Michigan State University	41.9	0	138
Video game controversies	41.9	0	138
Amazon Prime	41.9	0	138
Dodge Challenger (2008)	41.9	0	138
Jacksonville, Florida	41.7	0	136
Executive compensation	41.7	0	136
2008 financial crisis	41.7	0	135
List of largest mergers and acquisitions	41.7	0	135
Amazon Alexa	41.7	0	135
2020s in fashion	41.7	0	135
Economy of Mexico	41.6	0	134
Palantir	41.6	0	134
Toyota	41.5	0	132
Charlotte, North Carolina	41.5	0	132
Diploma mill	41.5	0	132
Chrysler Pacifica (crossover)	41.5	0	132
Reddit	41.5	0	132
Etsy	41.5	0	132
Subaru	41.5	0	132
UBS	41.5	0	132
CHIPS and Science Act	41.5	0	132
Tulsa, Oklahoma	41.3	0	130
San Diego State University	41.3	0	130
Toyota Land Cruiser	41.3	0	130
Kalamazoo, Michigan	41.3	0	129
Herbalife	41.3	0	129
Green Dot Corporation	41.3	0	129
2017 in American television	41.3	0	129
Knoxville, Tennessee	41.2	0	128
Radio-frequency identification	41.2	0	128
KKR & Co.	41.2	0	128
Fair Credit Reporting Act	41.2	0	128
Counterfeit consumer good	41.2	0	128
University of South Florida	41.2	0	127
Isuzu	41.1	0	126
Mabuchi Motor	41.1	0	126
Participants in the Madoff investment scandal	41.1	0	126
Higher education in the United States	41.0	0	125
Privacy	41.0	0	124
2000s	41.0	0	124
Cloud computing	41.0	0	124
TikTok	41.0	0	124
Dodge Hornet	41.0	0	124
Gillette	40.9	0	123
Dolce & Gabbana	40.8	0	122
Iowa	40.8	0	122
Honda NSX (second generation)	40.8	0	122
List of 2010s Super Bowl commercials	40.8	0	122
National Security Agency	40.7	0	120
University of Calgary	40.7	0	120
Acura TSX	40.7	0	120
Experian	40.7	0	120
Volvo V70	40.7	0	120
Emergency Economic Stabilization Act of 2008	40.7	0	120
Discord	40.7	0	120
Chevrolet Corvette (C8)	40.7	0	120
Tax Cuts and Jobs Act	40.7	0	120
Hyundai Palisade	40.7	0	120
Domestic policy of the second Trump administration	40.7	0	120
Apple Inc.	40.6	0	119
Snapchat	40.5	0	118
Phishing	40.5	0	117
Applications of artificial intelligence	40.5	0	117
Frank VanderSloot	40.5	0	117
MoviePass	40.5	0	117
Ring (company)	40.5	0	117
Political positions of Bernie Sanders	40.5	0	117
Monsanto	40.4	0	116
Dodge Neon SRT-4	40.4	0	116
History of IBM	40.3	0	115
Economy of China	40.3	0	115
2023 in science	40.3	0	115
Second presidency of Donald Trump	40.3	0	115
Hatchback	40.2	0	114
University of Arizona Global Campus	40.2	0	114
Net neutrality in the United States	40.2	0	114
Florida	40.2	0	114
Tesla Energy	40.2	0	114
Timeline of Russian interference in the 2016 United States elections	40.2	0	114
2021 in American television	40.2	0	114
Income tax in the United States	40.2	0	113
Issues in higher education in the United States	40.2	0	113
AT&T Mobility	40.1	0	112
Lane departure warning system	40.1	0	112
Lexus LFA	40.1	0	112
College admissions in the United States	40.1	0	112
Credit score	40.1	0	112
Real estate trends	40.1	0	112
Medication costs	40.1	0	112
Political positions of Cory Booker	40.1	0	112
Timeline of Amazon Web Services	40.1	0	112
Generation Z in the United States	40.1	0	112
University of Notre Dame	40.0	0	111
New York City	40.0	0	111
2010s in fashion	40.0	0	111
Massachusetts Institute of Technology	39.9	0	110
University of Cincinnati	39.9	0	110
Louis Vuitton	39.9	0	110
Cyber-security regulation	39.9	0	110
Pokémon Go	39.9	0	110
Maryland	39.8	0	108
Oakland, California	39.8	0	108
University of Florida	39.8	0	108
Education in the United States	39.8	0	108
Pomona College	39.8	0	108
Huawei	39.8	0	108
Staples Inc.	39.8	0	108
Supplemental Nutrition Assistance Program	39.8	0	108
Gift card	39.8	0	108
Zurich Insurance Group	39.8	0	108
Amazon Web Services	39.8	0	108
GNC (company)	39.8	0	108
Marketing ethics	39.8	0	108
Founders Fund	39.8	0	108
SeatGeek	39.8	0	108
Kia Telluride	39.8	0	108
2019 in American television	39.8	0	108
Inflation Reduction Act	39.8	0	108
Massachusetts	39.7	0	107
Customer data platform	39.7	0	107
HBO Max	39.7	0	107
2022 in science	39.7	0	107
Impact of the COVID-19 pandemic on the arts and cultural heritage	39.7	0	107
Compaq	39.6	0	106
2020s	39.6	0	106
Duke University	39.6	0	106
Amazon (company)	39.6	0	106
University of Alaska Anchorage	39.6	0	106
Kia Sportage	39.6	0	106
American Apparel	39.6	0	106
Artificial intelligence in healthcare	39.6	0	106
For-profit colleges and universities in the United States	39.6	0	106
Social Security (United States)	39.6	0	105
Utah State University	39.6	0	105
Collision avoidance system	39.6	0	105
Healthgrades	39.6	0	105
2025 in American television	39.6	0	105
Elizabeth Warren	39.5	0	104
Bose (brand)	39.5	0	104
Liberty University	39.5	0	104
Salesforce	39.5	0	104
Bank	39.5	0	104
Georgia Tech	39.5	0	104
Buy now, pay later	39.5	0	104
Taxation in the United States	39.4	0	103
JetBlue	39.4	0	103
Target Corporation	39.4	0	103
Wearable technology	39.4	0	103
Environmental policy of the Biden administration	39.4	0	103
Mergers and acquisitions	39.3	0	102
Mills College	39.3	0	102
Planned obsolescence	39.3	0	102
Peter Thiel	39.3	0	102
BMW X3	39.3	0	102
Bankruptcy Abuse Prevention and Consumer Protection Act	39.3	0	102
Adaptive cruise control	39.3	0	102
Elevance Health	39.3	0	102
Decline of Detroit	39.3	0	102
Chromecast	39.3	0	102
Actian	39.3	0	102
Financial technology	39.3	0	102
Audi R8 (Type 42)	39.3	0	102
Timeline of computing 2020–present	39.3	0	102
Impact of the COVID-19 pandemic on retail	39.3	0	102
Oracle Corporation	39.2	0	101
University of Chicago	39.2	0	101
Georgetown University	39.2	0	101
Generation Z	39.2	0	101
Moscow	39.1	0	100
Wake Forest University	39.1	0	100
Bellarmine University	39.1	0	100
Safeway	39.1	0	100
Honda Ridgeline	39.1	0	100
Debt collection	39.1	0	100
Fuzzy concept	39.1	0	100
Foreign relations of the European Union	39.1	0	100
Retirement community	39.1	0	100
IRS tax forms	39.1	0	100
Economy of Lithuania	39.1	0	100
Resort fee	39.1	0	100
Jeep Gladiator (JT)	39.1	0	100
IBM Cloud	39.1	0	100
Netflix, Inc.	39.1	0	100
Department of Government Efficiency	39.1	0	100
Boston University	39.1	0	99
Photovoltaic system	39.1	0	99
Environmental, social, and governance	39.1	0	99
Timeline of investigations into Donald Trump and Russia (July–December 2018)	39.1	0	99
Customer relationship management	39.0	0	98
Gujarat	39.0	0	98
Stony Brook University	39.0	0	98
Verizon (wireless service)	39.0	0	98
Northern Virginia	39.0	0	98
Under Armour	39.0	0	98
Credit card debt	39.0	0	98
CVS Health	39.0	0	98
Women in STEM	39.0	0	98
2U (company)	39.0	0	98
Timeline of the San Francisco Bay Area	39.0	0	98
Volkswagen Golf Mk8	39.0	0	98
Boycott of Russia and Belarus	39.0	0	98
Brown University	38.9	0	97
Private equity	38.9	0	97
Solar power in India	38.9	0	97
OpenAI	38.9	0	97
Political positions of Susan Collins	38.9	0	97
IKEA	38.8	0	96
Newark, New Jersey	38.8	0	96
Convertible	38.8	0	96
Newark Liberty International Airport	38.8	0	96
University of Massachusetts Lowell	38.8	0	96
Venture capital	38.8	0	96
Education in China	38.8	0	96
RELX	38.8	0	96
U.S. Bancorp	38.8	0	96
Pininfarina	38.8	0	96
Made in USA	38.8	0	96
Cold calling	38.8	0	96
Higher Education Act of 1965	38.8	0	96
Google Chrome	38.8	0	96
Flint water crisis	38.8	0	96
Canadian property bubble	38.8	0	96
Subaru Legacy (seventh generation)	38.8	0	96
Ford Mustang Mach-E	38.8	0	96
Privacy concerns with Facebook	38.8	0	96
Right to repair	38.8	0	96
Nvidia	38.7	0	95
University of Massachusetts Boston	38.7	0	95
Dell	38.7	0	95
Bank of America	38.7	0	95
Criticism of Walmart	38.7	0	95
Educational technology	38.7	0	95
Cornell University	38.7	0	95
IBM	38.7	0	95
San Diego	38.6	0	94
Indianapolis	38.6	0	94
Major League Soccer	38.6	0	94
Mass surveillance	38.6	0	94
Kaiser Permanente	38.6	0	94
DeVry University	38.6	0	94
Gucci	38.6	0	94
Product recall	38.6	0	94
ABS-CBN	38.6	0	94
Timeline of women's legal rights (other than voting)	38.6	0	94
Android (operating system)	38.6	0	94
Subprime crisis impact timeline	38.6	0	94
Provisions of the Affordable Care Act	38.6	0	94
Doug Burgum	38.6	0	94
Disney+	38.6	0	94
California Institute of Technology	38.5	0	93
Gavin Newsom	38.5	0	93
Center for Democracy and Technology	38.5	0	93
Merrill Lynch & Co.	38.5	0	93
Henrik Fisker	38.5	0	93
2012 in science	38.5	0	93
Conflict-of-interest editing on Wikipedia	38.5	0	93
BetterHelp	38.5	0	93
Economic policy of the first Trump administration	38.5	0	93
COVID-19 pandemic	38.5	0	93
Economic impact of the COVID-19 pandemic in the United States	38.5	0	93
Detroit	38.4	0	92
Brooklyn	38.4	0	92
Honeywell	38.4	0	92
JPMorgan Chase	38.4	0	92
Parsons School of Design	38.4	0	92
Idina Menzel	38.4	0	92
Dodge Stratus	38.4	0	92
BMW X5	38.4	0	92
Volvo C70	38.4	0	92
Online advertising	38.4	0	92
Chinese intelligence activity abroad	38.4	0	92
Sociology of the family	38.4	0	92
List of best-selling automobiles	38.4	0	92
Smith Electric Vehicles	38.4	0	92
Over-the-top media service	38.4	0	92
Jon Jones	38.4	0	92
List of datasets for machine-learning research	38.4	0	92
Applications of 3D printing	38.4	0	92
ByteDance	38.4	0	92
Influencer	38.4	0	92
Northwestern University	38.4	0	91
Islamic finance products, services and contracts	38.4	0	91
Steward Health Care	38.4	0	91
Governorship of Wes Moore	38.4	0	91
Louisiana Tech University	38.3	0	90
Innovation	38.3	0	90
Crash test dummy	38.3	0	90
Synopsys	38.3	0	90
Crédit Agricole	38.3	0	90
Cultured meat	38.3	0	90
History of General Motors	34.1	255	0
Automotive industry in China	33.7	240	0
Economy car	32.1	185	0
One Big Beautiful Bill Act	31.8	176	0
Maruti Suzuki	31.6	170	0
Auto auction	31.0	153	0
2021–2023 inflation surge	30.3	136	0
Chery	29.9	128	0
Fiat 500 (2007)	29.8	126	0
Presidency of Barack Obama	29.6	122	0
2026 deaths in the United States	29.4	119	0
List of people granted executive clemency in the first Trump presidency	29.3	116	0
Mitsubishi i-MiEV	29.2	114	0
Nissan Micra	29.0	111	0
Climate change and insurance in the United States	29.0	111	0
Motorway (brand)	29.0	110	0
AMC Matador	28.9	108	0
Climate change mitigation	28.9	108	0
Hybrid vehicle drivetrain	28.9	108	0
Bernie Moreno	28.9	108	0
Hybrid vehicle	28.4	100	0
AMC Ambassador	28.4	100	0
List of unarmed African Americans killed by law enforcement officers in the United States	28.4	100	0
Pontiac (automobile)	28.1	96	0
Vending machine	28.1	96	0
Flexible-fuel vehicle	27.9	93	0
V8 engine	27.9	92	0
List of mobile virtual network operators in the United States	27.9	92	0
Kid Rock	27.7	90	0
AMC Gremlin	27.7	90	0

Content Opportunities

Articles with zero brand presence

Articles rich in Budget First Commuter'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

History of General Motors	255
Automotive industry in China	240
Economy car	185
One Big Beautiful Bill Act	176
Maruti Suzuki	170
Auto auction	153
2021–2023 inflation surge	136
Chery	128
Fiat 500 (2007)	126
Presidency of Barack Obama	122
2026 deaths in the United States	119
List of people granted executive clemency in the first Trump presidency	116
Mitsubishi i-MiEV	114
Nissan Micra	111
Climate change and insurance in the United States	111
Motorway (brand)	110
AMC Matador	108
Climate change mitigation	108
Hybrid vehicle drivetrain	108
Bernie Moreno	108
Hybrid vehicle	100
AMC Ambassador	100
List of unarmed African Americans killed by law enforcement officers in the United States	100
Pontiac (automobile)	96
Vending machine	96
Flexible-fuel vehicle	93
V8 engine	92
List of mobile virtual network operators in the United States	92
Kid Rock	90
AMC Gremlin	90