Rooftop Signal

AI Visibility for Dealers

Toyota Kansas City Metro AI Visibility Index

Comparing 20 Toyota dealerships on how well AI models can discover and recommend them

Last updated: 2026-03-03

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Highest Score
58
Median Score
20
Average Score
30
Lowest Score
15

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 Lee's Summit Honda 58 75 100 90 0 0
#2 Toytechs 49 75 65 90 0 0
#3 Wood Nissan of Lee's Summit 49 80 20 90 70 0
#4 Rolling Hills Auto Plaza 49 53 85 90 0 0
#5 Legends Toyota 48 60 85 75 0 0
#6 Jay Wolfe Toyota 48 60 85 75 0 0
#7 Olathe Toyota 45 68 55 90 0 0
#8 ROLLING HILLS Toyota 39 75 25 90 0 0
#9 Hendrick Lexus Kansas City 30 65 0 40 65 0
#10 Midwest Autopark 20 60 0 40 0 0
#11 Sky Motors 20 60 0 40 0 0
#12 Toyota Service Center - Crown Toyota of Lawrence 18 53 0 40 0 0
#13 Crown Automotive of Lawrence 18 53 0 40 0 0
#14 Molle Toyota Truck Center 18 53 0 40 0 0
#15 Olathe Toyota 18 53 0 40 0 0
#16 Molle Automotive Group 18 53 0 40 0 0
#17 Fountain City Motors 17 45 0 40 0 0
#18 Adams Kansas City Toyota 17 45 0 40 0 0
#19 Imotors 17 45 0 40 0 0
#20 Hendrick Toyota Merriam 15 38 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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