Rooftop Signal

AI Visibility for Dealers

Toyota Chicago Metro AI Visibility Index

Comparing 26 Toyota dealerships on how well AI models can discover and recommend them

Last updated: 2026-03-03

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Highest Score
65
Median Score
48
Average Score
41
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 Continental Toyota Sales Dept. 65 73 85 90 80 0
#2 Pauly Toyota 65 73 85 90 80 0
#3 Classic Toyota 65 73 85 90 75 0
#4 Oakbrook Toyota 65 73 85 90 80 0
#5 Toyota of Lincolnwood 58 75 100 90 0 0
#6 Toyota of Merrillville 58 75 100 90 0 0
#7 Team Toyota 58 75 100 90 0 0
#8 AutoNation Toyota Libertyville 58 80 50 90 80 0
#9 Arlington Toyota 51 60 85 90 0 0
#10 Elgin Toyota 51 80 20 90 80 0
#11 Chicago Northside Toyota 51 80 20 90 80 0
#12 Toyota of Fox Lake 50 80 20 90 75 0
#13 Toyota on Western Used Car Center 50 80 20 90 75 0
#14 Toyota Motor North America, Inc. 50 75 70 90 0 0
#15 Bredemann Toyota in Park Ridge 50 80 20 90 75 0
#16 Toyota of Naperville 49 65 75 90 0 0
#17 Schaumburg Toyota 48 60 85 75 0 0
#18 Kenosha Toyota 48 60 85 75 0 0
#19 Oak Lawn Toyota 48 60 85 75 0 0
#20 McGrath Elmhurst Toyota 48 60 85 75 0 0
#21 Romeoville Toyota 48 60 85 75 0 0
#22 Victory Toyota of Midtown 48 60 85 75 0 0
#23 Graff Toyota 46 65 60 90 0 0
#24 Toyota on Edens 27 60 0 75 0 0
#25 Advantage Toyota of River Oaks 27 60 0 75 0 0
#26 Your Choice Auto Sales 21 57 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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