Rooftop Signal

AI Visibility for Dealers

BMW/MINI Detroit Metro AI Visibility Index

Comparing 22 BMW/MINI 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
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 BMW of Grand Blanc 64 73 85 90 70 0
#2 BMW of Rochester Hills 63 80 77 90 65 0
#3 Prime Motorz 63 77 80 90 70 0
#4 Meade Lexus of Southfield 61 73 85 90 50 0
#5 BMW Motorcycles of Detroit 58 75 100 90 0 0
#6 European Repair Detroit 50 75 70 90 0 0
#7 Overseas Motors BMW 50 75 70 90 0 0
#8 BMW Motorcycles Southeast Michigan 50 75 70 90 0 0
#9 BMW of Bloomfield Hills 48 60 85 75 0 0
#10 BMW of Ann Arbor 48 80 20 90 65 0
#11 Land Rover Lakeside 48 80 20 90 65 0
#12 Motor City MINI 48 80 20 90 65 0
#13 Mercedes-Benz Overseas Motors 48 60 85 75 0 0
#14 BMW of Farmington Hills 48 80 20 90 65 0
#15 MINI Windsor 46 80 25 90 40 0
#16 Nikolas Motorsport 41 75 35 90 0 0
#17 Michigan Auto Financial 30 65 0 40 60 0
#18 Ehe Recycling 27 65 0 40 40 0
#19 Victory Motors Royal Oak 21 57 0 50 0 0
#20 The Motor Mall 20 45 0 55 0 0
#21 Myst Auto 17 45 0 40 0 0
#22 M53 Auto Sales 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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