Rooftop Signal

AI Visibility for Dealers

BMW/MINI Columbus Metro AI Visibility Index

Comparing 26 BMW/MINI dealerships on how well AI models can discover and recommend them

Last updated: 2026-03-03

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Highest Score
63
Median Score
48
Average Score
37
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 Performance Luxury Sport 63 73 85 90 65 0
#2 Twins Auto of Dublin 63 73 85 90 65 0
#3 Premium Motors 56 65 80 90 35 0
#4 Columbus Luxury Cars 54 75 85 90 0 0
#5 Royal Five 51 80 35 90 60 0
#6 German Autowerks 49 75 65 90 0 0
#7 Crown Eurocars of Dublin 49 80 20 90 70 0
#8 The Wyler Collection 49 80 20 90 70 0
#9 Lamborghini of Ohio 48 80 20 90 65 0
#10 Volkswagen of Dublin 48 80 20 90 65 0
#11 Toy Barn 48 80 20 90 65 0
#12 MINI of Dublin 48 80 20 90 65 0
#13 Best Motor Werks 48 80 35 90 35 0
#14 BMW of Dublin 46 80 10 90 65 0
#15 Motohio European Motorbikes 45 73 20 90 50 0
#16 EJAZ Auto Mall 26 65 0 40 35 0
#17 Auto Assets 21 57 0 50 0 0
#18 The Motor Collection 20 60 0 40 0 0
#19 Columbus Auto Group West 20 60 0 40 0 0
#20 Emperia Auto 17 45 0 40 0 0
#21 Germain Cars 17 45 0 40 0 0
#22 Zoom Motorcars 17 45 0 40 0 0
#23 Kelly BMW 17 45 0 40 0 0
#24 1 Unique Motors 17 45 0 40 0 0
#25 Roby Cars 16 30 0 50 0 0
#26 MB Motorwerks 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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