Rooftop Signal

AI Visibility for Dealers

Honda/Acura Detroit Metro AI Visibility Index

Comparing 33 Honda/Acura dealerships on how well AI models can discover and recommend them

Last updated: 2026-03-04

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Highest Score
62
Median Score
48
Average Score
40
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 Jeffrey Acura 62 95 100 90 0 0
#2 Pure Honda Ferndale 58 75 100 90 0 0
#3 LaFontaine Acura Commerce 58 75 100 90 0 0
#4 Jeffrey Honda 58 75 100 90 0 0
#5 Page Honda 58 75 100 90 0 0
#6 Fox Subaru Macomb 57 80 55 90 65 0
#7 Tamaroff Honda 55 75 100 75 0 0
#8 Chatham Honda 52 65 85 90 0 0
#9 Plymouth Auto Sales 51 80 35 90 60 0
#10 Wise Auto and Truck 2 48 75 62 90 0 0
#11 Service Center - Suburban Honda 48 80 20 90 65 0
#12 Jim Riehl's Friendly Cadillac 48 80 20 90 65 0
#13 Victory Honda 48 60 85 75 0 0
#14 Jim Riehl's Friendly Honda 48 80 20 90 65 0
#15 Germain Buying Center 48 60 85 75 0 0
#16 Southgate Honda 48 80 20 90 65 0
#17 Germain Honda of Ann Arbor 48 60 85 75 0 0
#18 Serra Honda Brighton 48 60 85 75 0 0
#19 Fox Ann Arbor Acura 45 65 20 90 65 0
#20 Victory Honda of Plymouth 43 60 65 75 0 0
#21 Southgate Honda Powersports 40 68 35 90 0 0
#22 Jim Riehl's Friendly Honda 35 75 10 90 0 0
#23 WCK Honda 35 75 10 90 0 0
#24 Macomb Powersports 31 57 10 90 0 0
#25 Suburban Auto Sales 20 60 0 40 0 0
#26 Lakeside Auto and Powersports 20 60 0 40 0 0
#27 Fischer Honda 18 53 0 40 0 0
#28 Davison Motorsports 17 45 0 40 0 0
#29 R Tony 17 45 0 40 0 0
#30 Windsor Honda 17 45 0 40 0 0
#31 Troy Honda 17 45 0 40 0 0
#32 Tamaroff Auto Group 16 30 0 50 0 0
#33 Jeffrey Automotive Group 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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