Rooftop Signal

AI Visibility for Dealers

Lexus Miami Metro AI Visibility Index

Comparing 17 Lexus dealerships on how well AI models can discover and recommend them

Last updated: 2026-03-04

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Highest Score
62
Median Score
49
Average Score
40
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 Alfacar 62 80 85 90 45 0
#2 Energy Auto Sales 52 80 35 90 65 0
#3 Auto Imports Miami 51 75 72 90 0 0
#4 Lexus of North Miami 51 60 85 90 0 0
#5 Right Choice 51 80 35 90 55 0
#6 Auto Sensation 51 80 35 90 55 0
#7 Direct Deal Autos 51 80 35 90 60 0
#8 Buy Here Miami 50 75 70 90 0 0
#9 A Lexus 49 75 65 90 0 0
#10 Lexus of Pembroke Pines 48 60 85 75 0 0
#11 U Auto Lease 46 60 65 90 0 0
#12 Number 1 45 60 60 90 0 0
#13 Big Bob's Cars 22 60 0 50 0 0
#14 FTL Auto Sales 20 60 0 40 0 0
#15 Zinn Collision Center at North Miami 17 45 0 40 0 0
#16 Lxauto 16 30 0 50 0 0
#17 Greenfield USA FL LLC. 14 23 0 50 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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