Rooftop Signal

AI Visibility for Dealers

BMW/MINI San Francisco Bay Area AI Visibility Index

Comparing 38 BMW/MINI dealerships on how well AI models can discover and recommend them

Last updated: 2026-03-04

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Highest Score
63
Median Score
49
Average Score
45
Lowest Score
17

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 Agent Ready
#1 Weatherford BMW of Berkeley 63 73 85 90 65 0
#2 Stevens Creek BMW 62 80 70 90 70 0
#3 Bmw Of Napa Valley 60 73 85 90 45 0
#4 M Sport Motors 60 70 85 90 45 0
#5 Hansel BMW of Santa Rosa 58 75 100 90 0 0
#6 Sunwise Berkeley BMW 58 73 70 90 55 0
#7 Bryko Motors - BMW 58 80 75 90 35 0
#8 Bavarian Professionals 58 80 75 90 35 0
#9 SoSo Cycles-San Francisco 55 75 90 90 0 0
#10 San Jose BMW Motorcycles 53 60 92 90 0 0
#11 eLeaseReturns.com *We WILL Buy Your Lease Returns*BMW*MBZ*PORSCHE*ROVER* 52 80 35 90 65 0
#12 MINI of Marin 51 60 85 90 0 0
#13 Peter Pan BMW 51 60 85 90 0 0
#14 Platinum Motors 51 80 35 90 60 0
#15 Mellow Motors BMW 50 75 70 90 0 0
#16 Bavarian Performance 49 75 65 90 0 0
#17 CarBahn 49 72 70 90 0 0
#18 East Bay BMW 49 80 20 90 70 0
#19 Silicon Valley Bimmer 49 75 65 90 0 0
#20 BMW of Mountain View 49 80 20 90 70 0
#21 BMW of Fremont 49 80 20 90 70 0
#22 MINI of San Francisco 48 60 85 75 0 0
#23 Pleasanton Auto Mall 48 80 20 90 65 0
#24 Bush Motor Works 48 80 35 90 35 0
#25 BMW of San Francisco 48 60 85 75 0 0
#26 MINI of Concord 47 80 20 90 55 0
#27 BMW Concord 46 80 10 90 65 0
#28 BMW of San Rafael 46 80 10 90 65 0
#29 Next Gear Bimmer Motor 41 60 45 90 0 0
#30 Bimmeronly 35 75 10 90 0 0
#31 Motorspeed West 32 60 10 90 0 0
#32 Horizon Auto 32 60 10 90 0 0
#33 East Bay MINI 30 65 0 40 65 0
#34 Bay Motor Works 22 60 0 50 0 0
#35 RoadSport Car Dealership 20 53 0 50 0 0
#36 Vercel Security Checkpoint 20 45 0 55 0 0
#37 Elite Motor Cars 17 45 0 40 0 0
#38 United Imports 17 45 0 40 0 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?
  • Agent Readiness: Can AI assistants take actions for your customers?

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.

Not your dealership listed here? Contact us to claim your listing or request a free audit.