Rooftop Signal

AI Visibility for Dealers

Toyota Hartford Metro AI Visibility Index

Comparing 21 Toyota dealerships on how well AI models can discover and recommend them

Last updated: 2026-03-04

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Highest Score
64
Median Score
49
Average Score
44
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 Balise Toyota 64 73 85 90 70 0
#2 Toyota Service Middletown Toyota 63 73 85 90 65 0
#3 Stephen Toyota 63 73 85 90 65 0
#4 Dowling Toyota of Litchfield 62 73 85 90 60 0
#5 McGee Toyota of Putnam 61 80 70 90 65 0
#6 Lia Toyota of Wilbraham 58 75 100 90 0 0
#7 Toyota of Wallingford 58 75 100 90 0 0
#8 Lia Toyota Northampton Auto Repair 56 75 92 90 0 0
#9 Greentree Toyota 49 65 75 90 0 0
#10 Colonial Toyota in Milford 49 65 75 90 0 0
#11 Crabtree Toyota in Watertown 49 65 75 90 0 0
#12 Hoffman Toyota 49 80 20 90 70 0
#13 Lynch Toyota 48 60 85 75 0 0
#14 Gale Toyota 46 65 60 90 0 0
#15 Toyota of Colchester 27 60 0 75 0 0
#16 Westbrook Toyota 27 60 0 75 0 0
#17 Girard Toyota 27 60 0 75 0 0
#18 Charles Toyota 27 60 0 75 0 0
#19 Torrington Toyota 18 53 0 40 0 0
#20 Hartford Toyota 18 53 0 40 0 0
#21 A-1 Toyota 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.

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