Rooftop Signal

AI Visibility for Dealers

Toyota San Antonio Metro AI Visibility Index

Comparing 16 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
53
Average Score
50
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 Universal Toyota 64 73 85 90 70 0
#2 Vic Vaughan Toyota of Boerne 64 73 85 90 70 0
#3 North Park Chevrolet Castroville 64 73 85 90 70 0
#4 North Park Lexus of San Antonio 61 73 85 90 50 0
#5 Southpoint Automotive 60 70 85 90 45 0
#6 Toyota Lift Of South Texas 58 80 70 90 45 0
#7 Hill Country Yota Works 56 80 70 90 35 0
#8 North Park Toyota of San Antonio 53 80 35 90 70 0
#9 Shottenkirk Toyota San Antonio 52 65 85 90 0 0
#10 KM Auto Sales 51 80 35 90 55 0
#11 Red McCombs Toyota 51 60 85 90 0 0
#12 Cavender Toyota 49 80 20 90 70 0
#13 Mikeys Auto Sales 43 80 15 90 35 0
#14 San Marcos Toyota 41 72 35 90 0 0
#15 San Marcos Toyota 18 53 0 40 0 0
#16 Panda Motors 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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