Rooftop Signal

AI Visibility for Dealers

Mazda Los Angeles Metro AI Visibility Index

Comparing 23 Mazda dealerships on how well AI models can discover and recommend them

Last updated: 2026-03-03

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Highest Score
69
Median Score
47
Average Score
38
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 Agent Ready
#1 Diamond Mazda 69 93 85 90 80 0
#2 Riverside Mazda 62 95 100 90 0 0
#3 Star Mazda 62 95 100 90 0 0
#4 Fontana Mazda 62 95 100 90 0 0
#5 CardinaleWay Mazda 62 95 100 90 0 0
#6 New Century Mazda 62 95 100 90 0 0
#7 Tustin Mazda Auto 58 95 85 90 0 0
#8 Huntington Beach Mazda Auto 58 95 85 90 0 0
#9 Hello Mazda of Valencia 52 80 85 75 0 0
#10 Mazdatrix 49 75 65 90 0 0
#11 Galpin Mazda 49 57 80 90 0 0
#12 Tuttle-Click Mazda 47 65 20 90 75 0
#13 Mazda of Orange 42 80 35 90 0 0
#14 Browning Mazda 36 25 65 75 0 0
#15 Culver City Mazda Service & Parts Dept. 15 38 0 40 0 0
#16 Mazda of Claremont 14 30 0 40 0 0
#17 Mazda Thousand Oaks 14 30 0 40 0 0
#18 Mazda of Orange 14 30 0 40 0 0
#19 Puente Hills Mazda 14 30 0 40 0 0
#20 South Bay Mazda 14 30 0 40 0 0
#21 Caruso Mazda 14 30 0 40 0 0
#22 Haines Mazda Specialist 13 25 0 40 0 0
#23 Ahura Mazda Auto Sales 12 10 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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