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THE AI VISIBILITY INDEX

CDJR Columbus Metro AI Visibility Index

Comparing 22 CDJR dealerships on how well AI models can discover and recommend them

Last updated: 2026-03-04

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Highest Score
65
Median Score
49
Average Score
46
Lowest Score
16

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 Bob Caldwell Chrysler Dodge Jeep RAM 65 73 92 90 65 0
#2 Coughlin Marysville CDJR 64 73 85 90 70 0
#3 KEER Automotive - Chrysler Dodge Jeep Ram 63 73 85 90 65 0
#4 London CDJR 63 73 85 90 65 0
#5 Bob-Boyd CDJR 63 73 85 90 65 0
#6 Herrnstein Chrysler Dodge Jeep Ram Fiat 63 73 85 90 65 0
#7 Gordon Chrysler Dodge Jeep Ram 63 73 85 90 65 0
#8 Performance Chrysler Jeep Dodge Ram Delaware 58 75 100 90 0 0
#9 John Hinderer Chrysler Dodge Jeep Ram 58 75 100 90 0 0
#10 Byers Chrysler Jeep Dodge Ram 51 60 85 90 0 0
#11 Jeff Wyler Chrysler Dodge Jeep Ram of Columbus 49 80 20 90 70 0
#12 Crown Cars Dublin 49 80 20 90 70 0
#13 Jeff Wyler Springfield Chrysler Dodge Jeep RAM 49 80 20 90 70 0
#14 Crown Chrysler Jeep Dodge Ram Dublin 49 80 20 90 70 0
#15 MIG Chrysler Dodge Jeep Ram 48 80 20 90 65 0
#16 Tom Whiteside Chrysler Dodge Jeep Ram 48 80 20 90 65 0
#17 Performance CJDR Georgesville 27 60 0 75 0 0
#18 Performance Motor Cars 20 60 0 40 0 0
#19 Sponsler Chrysler Dodge Jeep Ram of Mount Vernon 17 45 0 40 0 0
#20 Mathews Dodge Chrysler Jeep 17 45 0 40 0 0
#21 Valley Motor City of Columbus 17 45 0 40 0 0
#22 Bob Boyd Chrysler Jeep Dodge Ram 16 30 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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