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THE AI VISIBILITY INDEX

Toyota Orlando Metro AI Visibility Index

Comparing 15 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
52
Average Score
49
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 Phillips Toyota 64 73 85 90 70 0
#2 Toyota of Orlando 64 73 85 90 70 0
#3 Toyota of Clermont 64 73 85 90 70 0
#4 Lexus of Winter Park 61 73 85 90 50 0
#5 AutoNation Toyota Winter Park 57 80 50 90 70 0
#6 Seminole Toyota 53 80 35 90 70 0
#7 Parks Toyota of DeLand 52 65 85 90 0 0
#8 Miracle Toyota 52 65 85 90 0 0
#9 Central Florida Toyota 49 80 20 90 70 0
#10 JDM Toyota & Honda Specialist 49 75 65 90 0 0
#11 Mullinax Ford of New Smyrna Beach | Dealership 48 60 85 75 0 0
#12 Mike Erdman Toyota 48 60 85 75 0 0
#13 Genuine OEM Toyota Parts and Accessories Online 46 75 55 90 0 0
#14 Michaels Autos 20 53 0 50 0 0
#15 Orange County 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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