Rooftop Signal

AI Visibility for Dealers

Ford/Lincoln Miami Metro AI Visibility Index

Comparing 37 Ford/Lincoln dealerships on how well AI models can discover and recommend them

Last updated: 2026-03-04

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Highest Score
68
Median Score
48
Average Score
45
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 Sawgrass Ford 68 73 100 90 70 0
#2 Doral Lincoln 64 73 85 90 70 0
#3 Ford of Kendall, LLC 64 73 85 90 70 0
#4 Service - Metro Ford 64 73 85 90 70 0
#5 Lincoln of Cutler Bay 64 73 85 90 70 0
#6 Lorenzo Nissan 64 73 85 90 70 0
#7 Plantation Ford 64 73 85 90 70 0
#8 Midway Ford 64 73 85 90 70 0
#9 Lorenzo Nissan Ft. Lauderdale 63 73 85 90 65 0
#10 Drive On Autos 60 70 85 90 45 0
#11 Largo Honda 58 75 100 90 0 0
#12 Pines Ford Lincoln 56 80 60 90 50 0
#13 Bird Road 51 80 35 90 60 0
#14 Florida Fine Cars Used Cars For Sale Margate 50 80 25 90 70 0
#15 Rubio Auto Sales 50 80 35 90 50 0
#16 Ford's Garage Plantation 49 75 65 90 0 0
#17 AutoNation Ford Margate 49 80 20 90 70 0
#18 Pines Ford 48 80 20 90 65 0
#19 Grieco Ford of Fort Lauderdale 48 60 85 75 0 0
#21 Lincoln North Miami 48 80 20 90 65 0
#22 Lincoln of Coconut Creek 48 80 20 90 65 0
#23 Gus Machado Ford 48 60 85 75 0 0
#25 Palmetto Ford of Miami 48 80 20 90 65 0
#26 AutoNation Ford Miami 47 80 10 90 70 0
#27 The Ford Expert 39 75 25 90 0 0
#28 Nice Drive 33 75 0 90 0 0
#29 FL Auto Trend 30 65 0 40 60 0
#30 Buy Buy Cars 20 60 0 40 0 0
#31 Tropical Motor Cars 20 60 0 40 0 0
#32 Autoway of Miami 20 60 0 40 0 0
#33 Prime One 17 45 0 40 0 0
#34 Citywide Auto Group LLC - Cars, Trucks, Vans and All Types Of Commercial Vehicles 17 45 0 40 0 0
#35 Grieco Ford of Delray Beach 17 45 0 40 0 0
#36 Motors Trust 17 45 0 40 0 0
#37 Standard Motors 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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