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THE AI VISIBILITY INDEX

Ford/Lincoln Nashville Metro AI Visibility Index

Comparing 43 Ford/Lincoln dealerships on how well AI models can discover and recommend them

Last updated: 2026-03-04

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Highest Score
66
Median Score
52
Average Score
50
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 Jenkins and Wynne Ford 66 73 92 90 70 0
#2 Schedule Auto Service in Nashville, TN 64 73 85 90 70 0
#3 Ford of Murfreesboro 64 73 85 90 70 0
#4 Ford of Murfreesboro 64 73 85 90 70 0
#5 Hunt Ford 64 73 85 90 70 0
#6 Murfreesboro Hyundai 63 73 85 90 65 0
#7 Wyatt Johnson GMC 63 73 85 90 65 0
#8 Kia of Murfreesboro 63 73 85 90 65 0
#9 Beaman Chrysler Dodge Jeep Ram 63 73 85 90 65 0
#10 Reiselman Ford 63 73 85 90 65 0
#11 Reiselman Ford 63 73 85 90 65 0
#12 Hunt Chrysler Center 63 73 85 90 65 0
#13 Wyatt Johnson Auto Credit 62 73 85 90 55 0
#14 Ford of Franklin 61 73 85 90 50 0
#15 Hunt Auto 59 73 70 90 65 0
#16 Nelson Mazda Murfreesboro 58 75 100 90 0 0
#17 Gallatin Chrysler Dodge Jeep Ram 58 75 100 90 0 0
#18 Gallatin Ford 58 75 100 90 0 0
#19 North Lake Bargain Center 56 80 70 90 35 0
#20 Ford of Murfreesboro 55 80 65 90 35 0
#21 Ford of Franklin 55 80 65 90 35 0
#22 Southway Auto Sales 52 80 35 90 65 0
#23 1 Stop Motorsports 51 80 35 90 60 0
#24 International Cars Co. 51 80 35 90 60 0
#25 Ford of Columbia 49 80 20 90 70 0
#26 Chevrolet Buick GMC of Murfreesboro 49 80 20 90 70 0
#27 Tracy Langston Ford 48 80 20 90 65 0
#28 Bates Ford 48 80 20 90 65 0
#30 Mid-Tenn Ford Truck Sales, Inc. 48 80 20 90 65 0
#31 Newton Ford South 48 60 85 75 0 0
#32 Murfreesboro Nissan 48 80 20 90 65 0
#33 Town and Country Ford-Nashville 48 80 20 90 65 0
#34 Lincoln of Franklin 48 80 20 90 65 0
#35 Lyons Ford 48 80 20 90 60 0
#37 Ride and Drive Murfreesboro 43 80 10 90 45 0
#38 Ford Motor Credit 30 60 0 90 0 0
#39 Charlotte Auto Sales 18 60 10 20 0 0
#40 Autoverse 18 60 10 20 0 0
#41 Family First 17 45 0 40 0 0
#42 Two Rivers Ford 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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