Rooftop Signal. Free scan
THE AI VISIBILITY INDEX

Mercedes-Benz Detroit Metro AI Visibility Index

Comparing 13 Mercedes-Benz dealerships on how well AI models can discover and recommend them

Last updated: 2026-03-04

View on Map →
Highest Score
48
Median Score
33
Average Score
32
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 Crestview Cadillac 48 80 20 90 65 0
#2 Service Center - Mercedes-Benz of Ann Arbor 48 80 20 90 65 0
#3 Mercedes-Benz of Rochester 48 60 85 75 0 0
#4 Mercedes-Benz of Bloomfield Hills 48 60 85 75 0 0
#5 Mercedes Benz Research/Development 46 75 55 90 0 0
#6 Mercedes-Benz Financial Services 41 80 10 90 35 0
#7 Motorwerks Luxury Vehicle Center 33 65 10 90 0 0
#8 Import American Motors 20 60 0 40 0 0
#9 Mercedes-Benz of Grand Blanc 17 45 0 40 0 0
#11 Mercedes-Benz of Novi 17 45 0 40 0 0
#12 M-97 Auto Dealer 17 45 0 40 0 0
#13 Mercedes-Benz of St. Clair Shores 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.