Rooftop Signal. Free scan
THE AI VISIBILITY INDEX

Ford/Lincoln Hartford Metro AI Visibility Index

Comparing 34 Ford/Lincoln dealerships on how well AI models can discover and recommend them

Last updated: 2026-03-04

View on Map →
Highest Score
67
Median Score
48
Average Score
50
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 Heritage Valley Ford 67 73 100 90 65 0
#2 Monaco Ford of Niantic 64 73 85 90 70 0
#3 Monaco Ford 64 73 85 90 70 0
#4 Monaco Ford 64 73 85 90 70 0
#5 Lombard Ford 63 73 85 90 65 0
#6 Balise Ford of Wilbraham 63 73 85 90 65 0
#7 Torrington Ford 63 73 85 90 65 0
#8 Dowling Ford 63 73 85 90 65 0
#9 Bob Thomas Ford 63 73 85 90 65 0
#10 Lamoureux Ford 58 75 100 90 0 0
#11 North East Ford 57 72 100 90 0 0
#12 Whaling City Ford 52 80 35 90 65 0
#13 Hoffman Ford 49 80 20 90 70 0
#14 Gengras Ford 49 80 20 90 70 0
#15 Stevens Ford 49 75 65 90 0 0
#16 Sarat Ford 49 80 20 90 70 0
#17 Ray Seraphin Ford 48 80 20 90 65 0
#18 Shaker's Family Ford 48 60 85 75 0 0
#19 Family Ford of Enfield 48 80 20 90 65 0
#20 Colonial Ford 48 80 20 90 65 0
#21 Lucas Ford 48 80 20 90 65 0
#22 Columbia Ford KIA 48 80 20 90 65 0
#23 Litchfield Ford 48 60 85 75 0 0
#24 Mitchell Selig Ford 48 80 20 90 65 0
#25 Grieco Ford of Branford 48 60 85 75 0 0
#26 Park City Ford 48 80 20 90 65 0
#27 Ford of Northampton 48 80 20 90 65 0
#28 Valenti Ford 48 80 20 90 65 0
#29 Whaling City Ford 47 80 20 90 55 0
#30 Ford's Auto 44 73 25 90 35 0
#31 Saybrook Ford 30 65 0 40 65 0
#32 Girard Ford 27 60 0 75 0 0
#33 Marcotte Ford Sales 27 60 0 75 0 0
#34 Tasca Ford 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.