Rooftop Signal

AI Visibility for Dealers

CDJR Boston Metro AI Visibility Index

Comparing 45 CDJR dealerships on how well AI models can discover and recommend them

Last updated: 2026-03-03

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Highest Score
64
Median Score
48
Average Score
43
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
#1 495 - Jeep 64 73 85 90 70 0
#2 Sudbay Chrysler Dodge Jeep Ram 58 75 100 90 0 0
#3 Lahti's Jeep Sales and Ram 58 75 100 90 0 0
#4 Salvadore Chrysler Dodge Jeep Ram 58 75 100 90 0 0
#5 Hiller Company Chrysler Dodge Jeep Ram 58 75 100 90 0 0
#6 Central Jeep Chrysler Dodge RAM of Raynham 51 60 85 90 0 0
#7 Tasca Chrysler Jeep Dodge Ram Fiat Johnston 50 60 92 75 0 0
#8 Herb Chambers Chrysler Dodge Jeep Ram Fiat of Millbury 49 80 20 90 70 0
#9 Imperial Chrysler Dodge Jeep Ram 49 80 20 90 70 0
#10 Foss Motors 49 80 20 90 70 0
#11 Jeep Portsmouth 49 80 20 90 70 0
#12 Station Chrysler Jeep 49 80 20 90 70 0
#13 Brigham-Gill Village Chrysler Dodge Jeep Ram 49 80 20 90 70 0
#14 Stateline Chrysler Jeep Dodge Ram 49 80 20 90 70 0
#15 McGovern Chrysler Jeep Dodge Ram of Acton 49 80 20 90 70 0
#16 McGovern Chrysler Jeep Dodge Ram of Boston 49 80 20 90 70 0
#17 McGovern Chrysler Jeep Dodge Ram 49 80 20 90 70 0
#18 Chrysler Jeep Dodge Ram 24 49 80 20 90 70 0
#19 Herb Chambers Chrysler Dodge Jeep RAM FIAT of Danvers 49 80 20 90 70 0
#20 Kelly Jeep 49 80 20 90 70 0
#21 Grieco Chrysler Dodge Jeep Ram 48 60 85 75 0 0
#22 Good Brothers Dodge Ram 48 60 85 75 0 0
#23 Allen Mello Chrysler Dodge Jeep Ram 48 80 20 90 65 0
#24 First Chrysler Dodge Jeep Ram 48 80 20 90 65 0
#25 Bill DeLuca Chrysler Jeep Dodge Ram 48 80 20 90 65 0
#26 Best Chrysler Dodge Jeep RAM 48 80 20 90 65 0
#27 Lawless Chrysler Dodge Jeep Ram 48 80 20 90 65 0
#28 Ron Bouchard Chrysler Dodge Ram 48 60 85 75 0 0
#29 Elmwood Chrysler Dodge Jeep Ram 48 80 20 90 65 0
#30 Contemporary Automotive 48 60 85 75 0 0
#31 Central Chrysler Jeep Dodge RAM Fiat of Norwood 48 60 85 75 0 0
#32 Colonial Dodge Chrysler Jeep Ram 48 80 20 90 65 0
#33 Bonneville and Son Chrysler Dodge Jeep RAM 48 80 20 90 65 0
#34 Priority Chrysler Dodge Jeep Ram of Salisbury 48 80 20 90 65 0
#35 Harr Chrysler Jeep Dodge Ram Sales 43 60 65 75 0 0
#36 Dead Jeep 41 72 35 90 0 0
#37 McGovern 32 45 20 90 0 0
#38 J&J Motorsports 20 60 0 40 0 0
#40 Barnstorm Jeeps 17 45 0 40 0 0
#41 Albrecht Chrysler Dodge Jeep RAM of Westboro 17 45 0 40 0 0
#42 Quirk Chrysler Dodge Jeep RAM Of Dorchester 17 45 0 40 0 0
#43 Quirk Chrysler Jeep 17 45 0 40 0 0
#44 Planet Chrysler Jeep Dodge Ram 17 45 0 40 0 0
#45 Quirk Chrysler Dodge Jeep Ram 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.