Rooftop Signal

AI Visibility for Dealers

Honda/Acura Knoxville Metro AI Visibility Index

Comparing 39 Honda/Acura 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
48
Average Score
41
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 Rusty Wallace Nissan 65 73 85 90 80 0
#2 Rusty Wallace Kia Alcoa 65 73 85 90 80 0
#3 Rusty Wallace Hyundai 65 73 85 90 75 0
#4 Rusty Wallace Hyundai Morristown 65 73 85 90 75 0
#5 Armenia Motors 60 65 90 90 45 0
#6 Right Price Auto TN Sevierville Used Car Buying Center 59 65 85 90 45 0
#7 Honda Hart's Cycle Sales 58 73 77 90 45 0
#8 Airport Honda 58 75 100 90 0 0
#9 Karns Motor Co 52 80 35 90 65 0
#10 Sevierville Auto Brokers 52 80 35 90 65 0
#11 Reeder Chevrolet 51 80 20 90 80 0
#12 Twin City Dealerships 51 80 20 90 80 0
#13 Ted Russell Nissan 51 80 20 90 80 0
#14 Honda Morristown 51 60 85 90 0 0
#15 Ole Ben Franklin Motors 51 60 85 90 0 0
#16 AutoNation Honda West Knoxville 51 80 20 90 80 0
#17 Ray Varner Ford 50 80 20 90 75 0
#18 Volunteer Auto Group East Maryville 50 80 20 90 75 0
#19 Easy Auto of Knoxville 49 75 65 90 0 0
#20 Rusty Wallace Honda 48 60 85 75 0 0
#21 Rusty Wallace GMC Kia 48 80 20 90 65 0
#22 Rusty Wallace Kia of Knoxville 48 60 85 75 0 0
#23 Ole Ben Franklin Motors Alcoa 48 60 85 75 0 0
#24 Imports & More By Randy McNabb 47 60 70 90 0 0
#25 Fox Toyota 46 65 60 90 0 0
#26 RC Motor Co 30 60 0 90 0 0
#27 Import Auto Sales of Knoxville 26 65 0 40 35 0
#28 Morristown Nissan 21 57 0 50 0 0
#29 Mountain Motorsports Sevierville 21 57 0 50 0 0
#30 Lakeway Auto 21 57 0 50 0 0
#31 Oak Ridge Nissan 21 57 0 50 0 0
#32 Farris Motor Company 21 57 0 50 0 0
#33 Curtis Wright Motors 20 60 0 40 0 0
#34 Toyota Knoxville 18 53 0 40 0 0
#35 Harper Acura 17 45 0 40 0 0
#36 Redmond CDJR 17 45 0 40 0 0
#37 Fast Track Motors 17 45 0 40 0 0
#38 Ole Ben Franklin Mitsubishi 17 45 0 40 0 0
#39 Affordable Autos 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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