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THE AI VISIBILITY INDEX

GM San Francisco Bay Area AI Visibility Index

Comparing 40 GM dealerships on how well AI models can discover and recommend them

Last updated: 2026-03-04

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The highest-scoring GM dealerships in San Francisco Bay Area for AI visibility are Stevens Creek Cadillac (67), Victory Cadillac, Proud Part of Victory Dealer Group (67) and Fremont Cadillac (67). The median score is 63 across 40 GM dealerships measured on 2026-03-04. Each score combines discoverability, content quality, technical health and information currency, measured by an automated crawl of each business's public website.

Highest Score
67
Median Score
63
Average Score
53
Lowest Score
12

How to Read This Index

Green (75-100)

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

Yellow (50-74)

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

Orange (25-49)

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

Red (0-24)

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

Rank Dealer Name Overall Discoverability Content Quality Technical Health Information Currency
#1 Stevens Creek Cadillac 67 93 85 90 65
#2 Victory Cadillac, Proud Part of Victory Dealer Group 67 93 85 90 65
#3 Fremont Cadillac 67 93 85 90 65
#4 Cadillac of South San Francisco 67 93 85 90 65
#5 Dublin Cadillac 67 93 85 90 65
#6 Manly Automotive Group 64 73 100 90 45
#7 Dublin Chevrolet 64 73 85 90 70
#8 F.H. Dailey Chevrolet 64 73 85 90 70
#9 Dublin Buick GMC 64 73 85 90 70
#10 Lehmer's Concord GMC 64 73 85 90 70
#11 Fremont Chevrolet 64 73 85 90 70
#12 Fremont Buick GMC 63 73 85 90 65
#13 Novato Chevrolet 63 73 85 90 65
#14 Concord Chevrolet 63 73 85 90 65
#15 Boardwalk Chevrolet GMC 63 73 85 90 65
#16 Fairfield Chevrolet 63 73 85 90 65
#17 Victory Chevrolet Cadillac 63 73 85 90 65
#18 Mazzei Chevrolet 63 73 85 90 65
#19 Silveira Chevrolet 63 73 85 90 65
#20 Abel Chevrolet Buick Co. 63 73 85 90 65
#21 Winter Chevrolet 63 73 85 90 65
#22 Platinum Chevrolet 59 73 70 90 65
#23 Cadillac Marin 52 80 85 75 0
#24 Platinum Chevrolet Commercial Truck Center 49 68 70 90 0
#25 Boardwalk Auto Mall 49 80 27 90 60
#26 Hanlees Hilltop GMC 48 60 85 75 0
#27 GMC of Vacaville 48 80 20 90 65
#28 Putnam Chevrolet 48 80 20 90 65
#29 Stewart Chevrolet 48 80 20 90 65
#30 Putnam GMC 48 80 20 90 65
#31 Team Cadillac 47 80 65 75 0
#32 Putnam Cadillac 45 65 20 90 60
#33 Capitol Chevrolet 43 60 65 75 0
#34 Team Chevrolet 43 60 65 75 0
#35 Capitol GMC 43 60 65 75 0
#36 Capitol Expressway Auto Mall 33 45 25 90 0
#37 Service Center - Jimmy Vasser Chevrolet 31 58 0 50 65
#38 The Bay Auto / Gallos De Los Carros 17 45 0 40 0
#39 Walnut Creek Cadillac 14 30 0 40 0
#40 Walnut Creek Cadillac 12 10 0 50 0

Methodology

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

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

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

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