Rooftop Signal

AI Visibility for Dealers

Honda/Acura Chicago Metro AI Visibility Index

Comparing 12 Honda/Acura dealerships on how well AI models can discover and recommend them

Last updated: 2026-03-03

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Highest Score
69
Median Score
62
Average Score
54
Lowest Score
14

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 Acura Service & Parts - Joe Rizza Acura 69 93 85 90 75 0
#2 Arlington Acura in Palatine 69 93 85 90 75 0
#3 McGrath Acura of Morton Grove 62 95 100 90 0 0
#4 Muller's Woodfield Acura 62 95 100 90 0 0
#5 McGrath Acura of Libertyville 62 95 100 90 0 0
#6 Muller Acura of Merrillville 62 95 100 90 0 0
#7 Acura Highland Park 60 95 92 90 0 0
#8 McGrath Acura of Westmont Acura 58 95 85 90 0 0
#9 Advantage Acura of Naperville 58 95 85 90 0 0
#10 Ed Napleton Acura 45 65 20 90 65 0
#11 McGrath Acura of Downtown Chicago 31 80 0 75 0 0
#12 Arlington Acura in Palatine 14 30 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.

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