Rooftop Signal

AI Visibility for Dealers

Ford/Lincoln Knoxville Metro AI Visibility Index

Comparing 22 Ford/Lincoln dealerships on how well AI models can discover and recommend them

Last updated: 2026-03-04

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Highest Score
65
Median Score
51
Average Score
45
Lowest Score
15

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 Rocky Top Ford 65 73 85 90 75 0
#2 Mountain Ford 65 73 85 90 75 0
#3 Lenoir City Ford 65 73 85 90 80 0
#4 Jacky Jones Ford of Sweetwater 65 73 85 90 75 0
#5 Jacky Jones Lincoln Of Sweetwater 62 73 70 90 80 0
#6 Tim Short Ford of LaFollette 58 75 100 90 0 0
#7 Tim Short Ford of LaFollette 58 75 100 90 0 0
#8 Ted Russell Ford 55 60 100 90 0 0
#9 Auto Solutions 54 80 35 90 75 0
#10 Gary Yeomans Ford Knoxville 52 60 100 75 0 0
#11 Ray Varner Ford 51 75 72 90 0 0
#12 Cherokee Auto Sales 51 75 75 90 0 0
#13 Twin City Auto Center 51 80 20 90 80 0
#14 Cumberland Ford 50 80 20 90 75 0
#15 Ted Russell Lincoln 50 80 20 90 75 0
#16 Viles 32 45 20 90 0 0
#17 Harper FIAT 32 45 20 90 0 0
#18 Twin City 21 57 0 50 0 0
#19 Morristown Ford 17 45 0 40 0 0
#20 Rusty Wallace Ford 17 45 0 40 0 0
#22 Walt Williams 15 45 10 20 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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