Rooftop Signal

AI Visibility for Dealers

Mazda New York Metro AI Visibility Index

Comparing 26 Mazda dealerships on how well AI models can discover and recommend them

Last updated: 2026-03-04

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Highest Score
68
Median Score
46
Average Score
44
Lowest Score
14

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 Mazda of Lodi 68 93 85 90 70 0
#2 Sansone Mazda 68 93 85 90 70 0
#3 Empire Mazda of Green Brook 68 93 85 90 70 0
#4 Bright Bay Mazda 68 93 85 90 70 0
#5 Irwin Mazda 67 93 85 90 65 0
#6 Open Road Mazda of East Brunswick 67 93 85 90 65 0
#7 Mazda of Morristown 67 93 85 90 65 0
#8 Mazda Of New Rochelle 62 95 100 90 0 0
#9 Bay Ridge Mazda 52 80 85 75 0 0
#10 Pine Belt Mazda Finance Center 52 80 85 75 0 0
#11 Palisades Mazda 50 65 35 90 70 0
#12 Ramsey Mazda 46 65 20 90 70 0
#13 Wayne Mazda 46 65 20 90 70 0
#14 Mazda White Plains 46 65 20 90 70 0
#15 Riley Mazda 46 65 20 90 70 0
#16 Schedule service at Performance Mazda 45 65 20 90 65 0
#17 Mazda of Valley Stream 45 65 20 90 65 0
#18 Island Mazda 45 65 20 90 65 0
#19 Smith Haven Mazda 45 65 20 90 65 0
#20 Koeppel Mazda 29 50 0 50 65 0
#21 Schwartz Mazda 15 38 0 40 0 0
#22 Wantagh Mazda 15 38 0 40 0 0
#23 Empire Mazda 14 30 0 40 0 0
#24 Hamilton Mazda 14 30 0 40 0 0
#25 Gc Mazda 14 30 0 40 0 0
#26 Tasca Mazda 14 30 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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