Rooftop Signal

AI Visibility for Dealers

Ford/Lincoln Kansas City Metro AI Visibility Index

Comparing 42 Ford/Lincoln 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
49
Average Score
47
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 Robert Brogden's Olathe Buick GMC 64 73 85 90 70 0
#2 Thoroughbred Ford of Platte City 64 73 85 90 70 0
#3 Shawnee Mission Ford 64 73 85 90 70 0
#4 Bob Allen Ford 64 73 85 90 70 0
#5 Thoroughbred Ford 64 73 85 90 70 0
#6 Dennis Sneed Ford 63 73 85 90 65 0
#7 Morris Smith Ford of Leavenworth Service and 63 73 85 90 65 0
#8 Roberts-Robinson Chevrolet GMC 63 73 85 90 65 0
#9 Olathe Lincoln 58 75 100 90 0 0
#10 Smithville Ford 58 75 100 90 0 0
#12 Blue Springs Ford 58 75 100 90 0 0
#14 Metro Ford 58 75 100 90 0 0
#15 Bob Allen Ford 58 75 100 90 0 0
#16 Gary Crossley Ford 52 72 80 90 0 0
#17 Rob Sight Ford 50 60 92 75 0 0
#18 Rob Sight Ford 50 60 92 75 0 0
#20 Louisburg Ford 49 80 20 90 70 0
#21 Northtowne Lincoln 49 80 20 90 70 0
#22 Reed Ford of Harrisonville 48 60 85 75 0 0
#23 Midway Ford Truck Center 48 80 20 90 65 0
#24 Victory Ford 48 80 20 90 65 0
#25 Hoflander Ford, Inc. 48 80 20 90 60 0
#26 Chuck Anderson Ford 48 80 20 90 65 0
#27 Max Ford of Richmond 48 80 20 90 65 0
#28 Noller Ford of Lawrence 48 60 85 75 0 0
#29 Victory Chevrolet GMC 48 60 85 75 0 0
#30 Randy Curnow Chevrolet GMC 48 80 20 90 65 0
#31 Bill George's Car City 47 60 70 90 0 0
#32 Blue Springs Ford 45 68 55 90 0 0
#33 Olathe Fleet Solutions 43 45 65 90 0 0
#34 Ford Kansas City Assembly Plant 38 60 35 90 0 0
#35 Anderson Ford of St. Joseph 34 45 70 40 0 0
#36 Mobile 10 20 60 0 40 0 0
#37 5 Star Motors 20 60 0 40 0 0
#38 Greenway Ford 17 45 0 40 0 0
#39 Reed Buick GMC of Kansas City 17 45 0 40 0 0
#40 Davidson Motors 17 45 0 40 0 0
#41 Bob Sight Ford 17 45 0 40 0 0
#42 Victory Chevrolet of Smithville 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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