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THE AI VISIBILITY INDEX

Toyota Pittsburgh Metro AI Visibility Index

Comparing 27 Toyota dealerships on how well AI models can discover and recommend them

Last updated: 2026-03-03

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Highest Score
64
Median Score
48
Average Score
43
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 Baierl Toyota 64 73 85 90 70 0
#2 Jim Shorkey Toyota of Greensburg 64 73 85 90 70 0
#3 Jim Shorkey Toyota 64 73 85 90 70 0
#4 Ken Ganley Toyota PA 63 73 85 90 65 0
#5 Jim Shorkey Auto Group 60 73 70 90 70 0
#6 Preston Toyota of New Castle 58 75 100 90 0 0
#7 Preston Auto Group 58 75 100 90 0 0
#8 #1 Cochran Toyota 58 75 100 90 0 0
#9 Rohrich Toyota 58 75 100 90 0 0
#10 Brewer Airport Toyota 52 65 85 90 0 0
#11 Spitzer Toyota Monroeville 51 60 85 90 0 0
#12 Diehl Toyota of Butler 49 65 75 90 0 0
#13 Mike Kelly Toyota Of Uniontown 49 75 65 90 0 0
#14 Victory Toyota Highlands 48 60 85 75 0 0
#15 Colonial Toyota 48 60 85 75 0 0
#16 South Hills Toyota 48 60 85 75 0 0
#17 North Hills Toyota 46 60 65 90 0 0
#18 Toyota of Greensburg 45 68 55 90 0 0
#19 Rohrich Automotive 41 75 35 90 0 0
#20 Toyota Material Handling PennWest 38 75 20 90 0 0
#21 North Hills Auto Mall 20 60 0 40 0 0
#22 Victory Chevrolet GMC Highlands Used Vehicles 17 45 0 40 0 0
#23 Washington Auto Mall 17 45 0 40 0 0
#24 Team Toyotaohio 17 45 0 40 0 0
#25 Toyota Of Greensburg 16 30 0 50 0 0
#26 TheZoDeals 16 30 0 50 0 0
#27 Straub Automotive 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.

Not your dealership listed here? Contact us to claim your listing or request a free audit.