Rooftop Signal

AI Visibility for Dealers

Toyota Miami Metro AI Visibility Index

Comparing 50 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
47
Average Score
40
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 Ed Morse Automotive Group 64 73 85 90 70 0
#2 Headquarter Toyota 64 73 85 90 70 0
#3 Lorenzo Buick GMC 64 73 85 90 70 0
#4 Ed Morse Delray Toyota 64 73 85 90 70 0
#5 Lorenzo Ford 64 73 85 90 70 0
#6 Franco Auto Motors 58 75 100 90 0 0
#7 Toyota of Deerfield Beach 53 80 35 90 70 0
#8 Lion JDM Imports 52 68 85 90 0 0
#9 Lipton Toyota 51 60 85 90 0 0
#10 Cars 4 You 51 80 35 90 55 0
#11 Toyota Nationwide Lift Trucks 50 75 70 90 0 0
#12 AutoNation Toyota Weston 49 80 20 90 70 0
#13 Toyota of Hollywood 49 65 85 75 0 0
#14 Toyota of North Miami 49 80 20 90 70 0
#15 Doral Toyota 48 60 85 75 0 0
#16 Lexus of West Kendall 48 60 85 75 0 0
#17 Sienna Motors 48 80 20 90 65 0
#18 JM Lexus 48 60 85 75 0 0
#19 Toyota of Coconut Creek 48 60 85 75 0 0
#20 Ed Morse Delray Toyota 48 75 60 90 0 0
#21 Land Rover Coral Gables 48 80 20 90 65 0
#22 Ocean Mazda 48 60 85 75 0 0
#23 Lexus of Kendall 48 60 85 75 0 0
#24 South Dade Toyota 48 60 85 75 0 0
#25 Car Factory Outlet 47 65 65 90 0 0
#26 Car Factory Outlet 47 65 65 90 0 0
#27 Toyota of Hollywood's AmaZinn 46 65 60 90 0 0
#28 Rent a Toyota 45 80 20 90 40 0
#29 AutoNation Toyota Weston 45 68 55 90 0 0
#30 South Dade Toyota 41 72 35 90 0 0
#31 Ed Morse Delray Toyota 41 72 35 90 0 0
#32 Coral Springs Auto Mall 41 75 35 90 0 0
#33 Kuruma Imports JDM Dealer 36 60 25 90 0 0
#34 South Dade Toyota Car Rental 32 60 10 90 0 0
#35 Toyo Kings 32 60 10 90 0 0
#36 Florida Auto Reserve 27 45 0 90 0 0
#37 Molina Auto Sales 27 65 0 40 45 0
#38 South Florida Autos 27 45 0 90 0 0
#39 SuperAutos Miami 20 53 0 50 0 0
#40 Royalton Motors 20 60 0 40 0 0
#41 1Drive Inc 17 45 0 40 0 0
#42 Toyota of North Miami 17 45 0 40 0 0
#43 Easy Deal Auto 17 45 0 40 0 0
#44 West Kendall Toyota 17 45 0 40 0 0
#45 Pre-Owned Outlet by Al Hendrickson 17 45 0 40 0 0
#46 Miami Auto Collection 17 45 0 40 0 0
#47 Kendall Toyota 17 45 0 40 0 0
#48 Toyota of Deerfield Beach 17 45 0 40 0 0
#49 Mayella 17 45 0 40 0 0
#50 Super Car Miami Group 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.

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