Rooftop Signal

AI Visibility for Dealers

CDJR Charlotte Metro AI Visibility Index

Comparing 20 CDJR dealerships on how well AI models can discover and recommend them

Last updated: 2026-02-27

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Highest Score
65
Median Score
50
Average Score
41
Lowest Score
15

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 Albemarle CDJR 65 73 85 90 75 0
#2 Randy Marion Chrysler Dodge Jeep Ram of Salisbury 65 73 85 90 80 0
#3 Black Chrysler Dodge Jeep Ram 65 73 85 90 75 0
#4 Keffer Chrysler Dodge Jeep RAM 58 75 100 90 0 0
#5 Parks Chrysler Dodge Jeep RAM Gastonia 53 60 92 90 0 0
#6 Kid Auto 53 80 35 90 70 0
#7 Carolina Auto Direct 52 65 85 90 0 0
#8 Hendrick Chrysler Dodge Jeep RAM FIAT of Concord 51 80 20 90 80 0
#9 FIAT at Steve White 50 80 20 90 75 0
#10 Abernethy Chrysler Dodge Jeep Ram 50 80 20 90 75 0
#11 Marburger Chrysler Dodge Jeep Ram 50 80 20 90 75 0
#12 Classic CDJR Lancaster 48 60 85 75 0 0
#13 Classic Chrysler Jeep Dodge Ram of South Charlotte 45 60 75 75 0 0
#14 Colbert's Auto Outlet 27 65 0 40 40 0
#15 Charlotte Auto Import 20 60 0 40 0 0
#16 Steve White - Dodge 17 45 0 40 0 0
#17 Lake Norman Chrysler Dodge Jeep RAM 17 45 0 40 0 0
#18 Stateline Alfa Romeo 17 45 0 40 0 0
#19 Stateline Chrysler Jeep Dodge Ram Fiat 17 45 0 40 0 0
#20 Capital Chrysler Dodge Jeep Ram of Indian Trail 15 38 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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