When was this ranking last updated?

These AI visibility scores were measured on 2026-03-12.

THE AI VISIBILITY INDEX

Best Car Dealerships in San Francisco Bay Area

Comparing 100 car dealerships on how well AI models can discover and recommend them

Last updated: 2026-03-12

The highest-scoring car dealerships in San Francisco Bay Area for AI visibility are Marin Mazda (69), Porsche Marin (69) and Porsche San Francisco (69). The median score is 63 across 100 car dealerships measured on 2026-03-12. Each score combines discoverability, content quality, technical health and information currency, measured by an automated crawl of each business's public website.

Highest Score

Median Score

Average Score

Lowest Score

Rank	Dealer Name	Overall	Discoverability	Content Quality	Technical Health	Information Currency
#1	Marin Mazda	69	93	92	90	65
#2	Porsche Marin	69	93	85	90	75
#3	Porsche San Francisco	69	93	85	90	75
#4	Acura of Concord	67	93	85	90	65
#5	Boardwalk Volkswagen Sales	67	93	85	90	65
#6	Cadillac of South San Francisco	67	93	85	90	65
#7	Dublin Cadillac	67	93	85	90	65
#8	Fremont Cadillac	67	93	85	90	65
#9	Stevens Creek Cadillac	67	93	85	90	65
#10	Towne Ford Sales	67	73	100	90	65
#11	Victory Cadillac, Proud Part of Victory Dealer Group	67	93	85	90	65
#12	Volkswagen Marin	67	93	85	90	65
#13	Freeman Lexus	65	73	85	90	75
#14	Lexus Stevens Creek	65	73	85	90	80
#15	Volvo Cars Marin	65	80	85	90	65
#16	Concord Kia	64	73	85	90	70
#17	Dublin Buick GMC	64	73	85	90	70
#18	Dublin Chevrolet	64	73	85	90	70
#19	Dublin Hyundai	64	73	85	90	70
#20	Dublin Toyota	64	73	85	90	70
#21	F.H. Dailey Chevrolet	64	73	85	90	70
#22	Fremont Chevrolet	64	73	85	90	70
#23	Fremont Ford	64	73	85	90	70
#24	Fremont Ford	64	73	85	90	70
#25	Hayward Kia a Carnamic Car Center	64	73	85	90	70
#26	Kia of Marin	64	73	85	90	70
#27	Kia of Vacaville	64	73	85	90	70
#28	Lehmer's Concord GMC	64	73	85	90	70
#29	Livermore Toyota	64	73	85	90	70
#30	Manly Automotive Group	64	73	100	90	45
#31	Manly Buy Center	64	73	100	90	45
#32	Manly Honda	64	73	100	90	45
#33	Mercedes-Benz of Marin Service and Auto	64	73	85	90	70
#34	Mercedes-Benz of Palo Alto	64	73	85	90	70
#35	Novato Toyota	64	73	85	90	70
#36	Parts Center - Dublin Nissan	64	73	85	90	70
#37	Redwood City INFINITI a Carnamic Car Center	64	73	85	90	70
#38	Redwood City Nissan a Carnamic Car Center	64	73	85	90	70
#39	San Francisco Toyota	64	73	85	90	70
#40	San Leandro Hyundai	64	73	85	90	70
#41	San Leandro Nissan	64	73	85	90	70
#42	Stevens Creek Nissan	64	73	85	90	70
#43	Stevens Creek Subaru	64	73	85	90	70
#44	Stevens Creek Toyota Used	64	73	85	90	70
#45	Swickard Toyota 101	64	73	85	90	70
#46	Toyota Vallejo	64	73	85	90	70
#47	Abel Chevrolet Buick Co.	63	73	85	90	65
#48	Autoworld Dodge Chrysler Jeep Ram, Proud Part of Victory Dealer Group	63	73	85	90	65
#49	Boardwalk Chevrolet GMC	63	73	85	90	65
#50	Boardwalk Chrysler Dodge Jeep Ram	63	73	85	90	65
#51	Concord Chevrolet	63	73	85	90	65
#52	Concord Nissan	63	73	85	90	65
#53	Dublin INFINITI	63	73	85	90	65
#54	Dublin Kia	63	73	85	90	65
#55	Fairfield Chevrolet	63	73	85	90	65
#56	Fremont Buick GMC	63	73	85	90	65
#57	Genesis of Dublin	63	73	85	90	65
#58	Manly Hyundai	63	73	85	90	65
#59	Marin Subaru	63	73	85	90	65
#60	Mazzei Chevrolet	63	73	85	90	65
#61	Mission Valley Ford Truck Sls	63	73	85	90	65
#62	Mission Valley Ford Truck Sls	63	73	85	90	65
#63	North Bay Hyundai	63	73	85	90	65
#64	Novato Chevrolet	63	73	85	90	65
#65	Premier Nissan of Fremont	63	73	85	90	65
#66	Ron DuPratt	63	73	85	90	65
#67	Silveira Chevrolet	63	73	85	90	65
#68	Stevens Creek Chevrolet	63	73	85	90	65
#69	Stevens Creek Lincoln	63	73	85	90	65
#70	Victory Chevrolet Cadillac	63	73	85	90	65
#71	Weatherford BMW of Berkeley	63	73	85	90	65
#72	Winter Chevrolet	63	73	85	90	65
#73	Dublin Mazda	62	95	100	90	0
#74	Hansel Acura	62	95	100	90	0
#75	Hansel Volkswagen of Santa Rosa	62	95	100	90	0
#76	PM Autoworks	62	80	85	90	45
#77	Stevens Creek BMW	62	80	70	90	70
#78	Volkswagen of Oakland	62	95	100	90	0
#79	Winn Volkswagen	62	95	100	90	0
#80	Bmw Of Napa Valley	60	73	85	90	45
#81	M Sport Motors	60	70	85	90	45
#82	Mercedes Service of Silicon Valley	60	80	85	90	35
#83	Platinum Chevrolet	59	73	70	90	65
#84	Acura of Fremont	58	75	100	90	0
#85	AutoNation Acura Stevens Creek	58	80	55	90	70
#86	Bavarian Professionals	58	80	75	90	35
#87	Bryko Motors - BMW	58	80	75	90	35
#88	Capitol Toyota	58	75	100	90	0
#89	CardinaleWay Chrysler Dodge Jeep Ram Santa Rosa	58	75	100	90	0
#90	Daly City Mitsubishi	58	75	100	90	0
#91	El Cerrito Honda	58	75	100	90	0
#92	Envision Honda of Milpitas	58	75	100	90	0
#93	Fairfield Subaru	58	75	100	90	0
#94	Freeman Toyota	58	75	100	90	0
#95	Fremont Hyundai	58	58	75	90	65
#96	Future Chrysler Dodge Jeep Ram of Fairfield	58	75	100	90	0
#97	Genesis of San Bruno	58	75	100	90	0
#98	Hansel Auto Group	58	75	100	90	0
#99	Hansel BMW of Santa Rosa	58	75	100	90	0
#100	Hansel Ford	58	75	100	90	0

Rankings merged into this page

Methodology

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

Discoverability: Can AI systems find your website?
Content Quality: Does AI understand what your business offers?
Technical Health: Does your website work well with AI systems?
Information Currency: Is your online information up to date?

A business measured in more than one ranking appears once here, carrying its highest measured score. Businesses with no measurement for a dimension show a dash rather than a zero.

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