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THE AI VISIBILITY INDEX

Ford/Lincoln Minneapolis Metro AI Visibility Index

Comparing 46 Ford/Lincoln dealerships on how well AI models can discover and recommend them

Last updated: 2026-03-03

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Highest Score
64
Median Score
48
Average Score
47
Lowest Score
16

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 Freeway Ford 64 73 85 90 70 0
#2 Superior-Brookdale Ford 63 73 85 90 65 0
#3 Superior Ford Plymouth MN 63 73 85 90 65 0
#4 Holt Motors 63 73 85 90 65 0
#5 Hayford Ford 63 73 85 90 65 0
#6 Midway Ford 63 73 85 90 65 0
#7 House Ford 63 73 85 90 65 0
#8 Lupient Ford 63 73 85 90 65 0
#9 Lundeen Brothers 63 73 85 90 65 0
#10 Wolf Motors 63 73 85 90 65 0
#11 Johnson Ford of New Richmond 63 73 85 90 65 0
#12 Johnson Motors 60 73 70 90 70 0
#13 Mathison Motors 59 65 70 90 70 0
#14 Morrie's Buffalo Ford 58 75 100 90 0 0
#15 Lincoln of Bloomington 58 75 100 90 0 0
#16 Anderson & Koch Ford 58 75 100 90 0 0
#17 Ford Dealer in Minneapolis, MN 58 75 100 90 0 0
#18 Service - Apple Ford White Bear Lake 52 60 100 75 0 0
#19 Koppy Motors 52 80 35 90 65 0
#20 Freeway Motors of Rogers 51 80 35 90 55 0
#21 New Brighton Ford 49 80 20 90 70 0
#22 Inver Grove Ford 49 80 20 90 70 0
#23 Hastings Automotive 48 60 85 75 0 0
#24 Morrie's Forest Lake Chevrolet 48 60 85 75 0 0
#25 Jeff Belzer Ford 48 60 85 75 0 0
#26 Ellsworth Ford 48 80 20 90 65 0
#27 White Bear Lincoln 48 80 20 90 65 0
#28 Jeff Belzer Chevrolet 48 60 85 75 0 0
#29 Forest Lake Ford 48 60 85 75 0 0
#30 Cornerstone Ford Chrysler Dodge Jeep Ram 48 60 85 75 0 0
#31 Northfield Ford 48 60 85 75 0 0
#32 Hudson Ford 48 60 85 75 0 0
#33 R C Bliss 48 80 20 90 60 0
#34 Cornerstone Chevrolet 48 60 85 75 0 0
#35 North Country Ford 48 60 85 75 0 0
#36 Apple Ford Parts Center of White Bear Lake 45 68 55 90 0 0
#37 Apple Ford Pro Elite Commercial Center 40 68 35 90 0 0
#38 North Country Lincoln 38 75 20 90 0 0
#39 Fury Motors Stillwater 17 45 0 40 0 0
#40 Fury Motors Saint Paul 17 45 0 40 0 0
#41 Fury Ford Waconia 17 45 0 40 0 0
#42 Transwest Ford of Minneapolis 17 45 0 40 0 0
#43 Service - Apple Ford Apple Valley 17 45 0 40 0 0
#44 Metropolitan Ford 17 45 0 40 0 0
#45 Service - Apple Ford Shakopee 17 45 0 40 0 0
#46 Bloomington Ford 16 30 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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