Rooftop Signal

AI Visibility for Dealers

CDJR San Diego Metro AI Visibility Index

Comparing 21 CDJR dealerships on how well AI models can discover and recommend them

Last updated: 2026-03-04

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Highest Score
60
Median Score
38
Average Score
35
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 Legacy Cars 60 70 85 90 45 0
#2 Pedder Chrysler Dodge Ram Jeep of Poway 57 72 100 90 0 0
#3 Perry Chrysler Dodge Jeep Ram 53 53 100 90 0 0
#4 AN CDJR Carlsbad Ram Remote 49 80 20 90 70 0
#5 Ursa Minor Vehicles 49 72 70 90 0 0
#6 Jack Powell Chrysler Dodge Jeep RAM 48 60 85 75 0 0
#7 Carl Burger Dodge Chrysler Jeep RAM World 48 80 20 90 65 0
#8 San Diego Jeep 41 75 35 90 0 0
#9 Agencia Automotriz Fiat Chrysler Automobiles 41 75 35 90 0 0
#10 Off Road Warehouse Escondido 38 60 35 90 0 0
#11 4 Wheel Parts Chula Vista 38 60 35 90 0 0
#12 Auto Productos de la Costa (Suc. Tijuana) 35 45 35 90 0 0
#13 Tecate Chrysler Dodge Jeep Ram Fiat (Auto Productos de la Costa) 33 75 0 90 0 0
#14 Autoproductos Tijuana Vía rápida 27 45 0 90 0 0
#15 Guardians Auto 20 60 0 40 0 0
#16 Beyer Enterprise 20 60 0 40 0 0
#17 Diamond Auto Sales 20 60 0 40 0 0
#18 J's Motors 20 60 0 40 0 0
#19 Mossy Chrysler Dodge Jeep Ram 18 53 0 40 0 0
#20 Cali Coast Cars 17 45 0 40 0 0
#21 Carvana Chrysler Dodge Jeep Ram of San Diego 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.

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