Rooftop Signal

AI Visibility for Dealers

Nissan San Francisco Bay Area AI Visibility Index

Comparing 22 Nissan dealerships on how well AI models can discover and recommend them

Last updated: 2026-03-04

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Highest Score
64
Median Score
53
Average Score
45
Lowest Score
16

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 Redwood City Nissan a Carnamic Car Center 64 73 85 90 70 0
#2 Parts Center - Dublin Nissan 64 73 85 90 70 0
#3 Stevens Creek Nissan 64 73 85 90 70 0
#4 Redwood City INFINITI a Carnamic Car Center 64 73 85 90 70 0
#5 San Leandro Nissan 64 73 85 90 70 0
#6 Concord Nissan 63 73 85 90 65 0
#7 Autoworld Dodge Chrysler Jeep Ram, Proud Part of Victory Dealer Group 63 73 85 90 65 0
#8 Dublin INFINITI 63 73 85 90 65 0
#9 Marin Imports 56 65 100 90 0 0
#10 Nissan of Vacaville 53 75 80 90 0 0
#11 Nissan of Serramonte 53 75 80 90 0 0
#12 Infiniti of Serramonte 51 75 72 90 0 0
#13 Hanlees Fairfield Nissan 48 60 85 75 0 0
#14 Hanlees Hilltop Nissan 48 60 85 75 0 0
#15 Hayward Nissan 46 80 10 90 65 0
#16 Nissan Extended Warranty 44 80 20 90 35 0
#17 2 Amigos 20 60 0 40 0 0
#18 Capitol Nissan 17 45 0 40 0 0
#19 Napa Nissan 17 45 0 40 0 0
#20 Antiochautocenter 17 45 0 40 0 0
#21 Vallejo Nissan 16 30 0 50 0 0
#22 A & J Nissan Specialist 16 30 0 50 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.

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