Rooftop Signal

AI Visibility for Dealers

Honda/Acura San Francisco Bay Area AI Visibility Index

Comparing 47 Honda/Acura dealerships on how well AI models can discover and recommend them

Last updated: 2026-03-04

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Highest Score
67
Median Score
48
Average Score
46
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 Acura of Concord 67 93 85 90 65 0
#2 Manly Honda 64 73 100 90 45 0
#3 Manly Hyundai 63 73 85 90 65 0
#4 Hansel Acura 62 95 100 90 0 0
#5 Ken Harvey's Dublin Honda 58 75 100 90 0 0
#6 El Cerrito Honda 58 75 100 90 0 0
#7 Hayward Honda 58 75 100 90 0 0
#8 Hansel Honda 58 75 100 90 0 0
#9 AutoNation Acura Stevens Creek 58 80 55 90 70 0
#10 Honda of Oakland 58 75 100 90 0 0
#11 Oakland Acura 58 65 70 90 65 0
#12 Acura of Fremont 58 75 100 90 0 0
#13 Walnut Creek Honda 57 80 55 90 65 0
#14 Anderson Honda 53 80 35 90 70 0
#15 San Francisco Acura 52 80 85 75 0 0
#16 Acura Honda Connection 51 75 75 90 0 0
#17 Capitol Honda 51 60 85 90 0 0
#18 AutoNation Honda Fremont 49 80 20 90 70 0
#19 Honda of Serramonte 49 80 20 90 70 0
#20 Honda of Stevens Creek 49 80 20 90 70 0
#21 Concord Honda 49 80 20 90 70 0
#22 Honda Dealership serving San Francisco Bay Area 48 80 20 90 65 0
#23 Livermore Honda 48 80 20 90 65 0
#24 Honda Marin 48 60 85 75 0 0
#25 Fremont Honda Kawasaki Suzuki 48 73 35 90 50 0
#26 Steve Hopkins Honda 48 80 20 90 65 0
#27 San Francisco Honda Marina 48 60 85 75 0 0
#28 Hopkins Acura 48 60 85 75 0 0
#29 Honda San Carlos 48 80 20 90 65 0
#30 Victory Honda of San Bruno 48 60 85 75 0 0
#31 Honda Marin 48 60 85 75 0 0
#32 Kastner Honda 48 60 85 75 0 0
#33 Hopkins Auto Group 48 80 20 90 65 0
#34 Ocean Honda of Burlingame 48 60 85 75 0 0
#35 Winter Honda 48 80 20 90 65 0
#36 Hopkins Acura of Fairfield 45 65 20 90 65 0
#37 Marin Acura 45 65 20 90 65 0
#38 Acura of Pleasanton 45 65 20 90 65 0
#39 Honda Heaven 35 75 10 90 0 0
#40 Honda's Only Auto Center 32 60 10 90 0 0
#41 Nick's Honda 19 45 0 50 0 0
#43 Vacaville Honda 18 53 0 40 0 0
#44 Honda Of Vallejo 18 53 0 40 0 0
#45 Larry Hopkins Honda 18 53 0 40 0 0
#46 San Leandro Honda 18 53 0 40 0 0
#47 Blue Eagle Motors 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.