Rooftop Signal

AI Visibility for Dealers

GM Knoxville Metro AI Visibility Index

Comparing 25 GM dealerships on how well AI models can discover and recommend them

Last updated: 2026-03-04

View on Map →
Highest Score
65
Median Score
50
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 Beaty Chevrolet 65 73 85 90 80 0
#2 Edde Chevrolet Company 65 73 85 90 75 0
#3 West Chevrolet 65 73 85 90 80 0
#4 Tarr Chevrolet 65 73 85 90 75 0
#5 Cadillac of Knoxville 65 73 85 90 80 0
#6 Morristown Chevrolet 65 73 85 90 80 0
#7 Twin City Buick GMC 60 73 85 90 45 0
#8 Harper Maserati 58 75 100 90 0 0
#9 Quality Auto Sales 54 80 35 90 75 0
#10 Sexton Automotive of Oak Ridge 53 75 80 90 0 0
#11 Volunteer Chevrolet 50 80 20 90 75 0
#12 Stinnett Chevrolet Buick 50 80 20 90 75 0
#13 GMC at Rusty Wallace GMC 50 80 20 90 75 0
#14 Smoky Mountain 49 75 65 90 0 0
#15 Redmond Chevrolet 48 60 85 75 0 0
#16 Bright Motor Company 48 75 60 90 0 0
#17 Rusty Wallace Chevrolet 48 60 85 75 0 0
#18 Graham Motor Company 39 65 35 90 0 0
#19 Cars 4 U 21 57 0 50 0 0
#20 Knoxville Wholesale 20 60 0 40 0 0
#21 Smoky Mountain Traders 19 45 0 50 0 0
#22 Danny England Motors 17 45 0 40 0 0
#23 Union Motors 17 45 0 40 0 0
#24 David Bales Automotive 17 45 0 40 0 0
#25 Rice Buick-GMC 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.