Rooftop Signal

AI Visibility for Dealers

Toyota Austin 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
48
Average Score
42
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 Covert Chevrolet Bastrop 64 73 85 90 70 0
#2 AutoNation Toyota South Austin 57 80 50 90 70 0
#3 Covert Chevy of Hutto 51 60 85 90 0 0
#4 Claudia Monterroso - Round Rock Toyota 49 80 20 90 70 0
#5 Round Rock Hyundai 49 80 20 90 70 0
#7 Lexus of Austin 48 80 20 90 65 0
#8 Lost Pines Customs 48 80 20 90 65 0
#9 Benny Boyd Marble Falls 48 60 85 75 0 0
#10 Group 1 Toyota North Austin Pre-Owned Vehicles 48 60 85 75 0 0
#11 Lexus of Lakeway 48 80 20 90 65 0
#12 Toyota of Cedar Park 48 60 85 75 0 0
#13 Apple Sport Imports 21 57 0 50 0 0
#14 YOTA Ranch 17 45 0 40 0 0
#15 Group 1 Toyota North Austin 17 45 0 40 0 0
#16 Prius World of Austin 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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