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THE AI VISIBILITY INDEX

Ford/Lincoln Atlanta Metro AI Visibility Index

Comparing 46 Ford/Lincoln dealerships on how well AI models can discover and recommend them

Last updated: 2026-03-04

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Highest Score
69
Median Score
51
Average Score
47
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 Lithia Springs Ford 69 73 100 90 80 0
#2 Wade Ford 67 73 92 90 80 0
#3 Pugmire Ford of Bremen 65 73 85 90 80 0
#4 Hardy Family Ford 65 73 85 90 80 0
#5 Pugmire Lincoln of Marietta 65 73 85 90 75 0
#6 Courtesy Ford Atlanta 65 73 85 90 80 0
#7 Pugmire Ford of Carrollton 65 73 85 90 80 0
#8 Allan Vigil Lincoln 65 73 85 90 75 0
#9 Pugmire Ford of Cartersville 65 73 85 90 80 0
#10 Mike Fitzpatrick Ford 65 73 85 90 75 0
#11 Greene Ford Company 65 73 85 90 75 0
#12 Allan Vigil Ford 65 73 85 90 80 0
#13 Angela Krause Lincoln 58 75 100 90 0 0
#14 Angela Krause Ford 58 75 100 90 0 0
#15 Kyle at Krause Family Ford 58 75 100 90 0 0
#16 AutoNation Toyota Mall of Georgia 58 80 50 90 80 0
#17 Big O Used Cars & Trucks 53 80 35 90 70 0
#18 Akins Ford 52 65 85 90 0 0
#19 L & M Auto Brokers 52 80 35 90 65 0
#20 Kia Mall of Georgia 51 80 20 90 80 0
#21 Jim Ellis Buick GMC Mall of GA 51 60 85 90 0 0
#22 Hennessy Ford Atlanta 51 80 20 90 80 0
#23 JIM Ellis Automotive Group 51 80 20 90 80 0
#24 Don Rich Ford Co 50 80 20 90 75 0
#25 Legacy Ford of McDonough 50 80 20 90 75 0
#26 Speedway Ford 50 80 20 90 75 0
#27 Hennessy Lincoln Atlanta 50 80 20 90 75 0
#28 Covington Ford 50 80 20 90 75 0
#29 Peach State Ford Trk Sls 49 80 20 90 70 0
#30 Five Star Ford Stone Mountain 48 60 85 75 0 0
#31 ALM Ford Marietta 48 60 85 75 0 0
#32 Jim Ellis Ford Sandy Springs 48 60 85 75 0 0
#33 Loganville Ford 48 60 85 75 0 0
#34 Group 1 Ford of Kennesaw 48 60 85 75 0 0
#35 Gwinnett Place Ford 35 65 0 50 80 0
#36 Mall of Georgia Ford 35 65 0 50 80 0
#37 ALM Mall of Georgia 21 57 0 50 0 0
#38 Grand Motorcars 20 53 0 50 0 0
#39 Classic Luxury Motors 20 60 0 40 0 0
#40 CarMax 17 45 0 40 0 0
#41 Shottenkirk Ford Jasper 17 45 0 40 0 0
#42 Billy Howell Ford 17 45 0 40 0 0
#43 Stivers Ford South Fayetteville 17 45 0 40 0 0
#44 Stivers Ford South 17 45 0 40 0 0
#45 Two Brothers 17 45 0 40 0 0
#46 Georgia Ford Fleet Sales 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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