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THE AI VISIBILITY INDEX

Ford/Lincoln Jackson Ms Metro AI Visibility Index

Comparing 30 Ford/Lincoln dealerships on how well AI models can discover and recommend them

Last updated: 2026-03-04

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Highest Score
68
Median Score
51
Average Score
53
Lowest Score
18

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 Kirk Brothers Ford of Vicksburg 68 73 100 90 75 0
#2 Kirk Brothers Chevrolet of Vicksburg 66 73 92 90 75 0
#3 Triple M Motors 65 73 85 90 75 0
#4 Kirk Brothers Lincoln Of Vicksburg 65 73 85 90 75 0
#5 Gray-Daniels Chevrolet 65 73 85 90 80 0
#6 Phil Moore Buick GMC 65 73 85 90 75 0
#7 Fowler GMC 65 73 85 90 75 0
#8 Gray-Daniels Automotive Family 62 73 70 90 80 0
#9 CIA Autoplex 54 80 35 90 75 0
#10 Womack's Select 53 80 35 90 70 0
#11 J & J Auto Brokers 53 80 35 90 70 0
#12 Ridgeland Auto World 53 80 35 90 70 0
#13 Bob Boyte Honda 51 80 20 90 80 0
#14 Cannon Toyota of Vicksburg 51 80 20 90 80 0
#15 Cannon Nissan of Jackson 51 80 20 90 80 0
#16 Mac Haik Ford 51 80 20 90 80 0
#17 Cannon GMC of Vicksburg 51 80 20 90 80 0
#18 Hallmark Used Car Supercenter 50 80 20 90 75 0
#19 Mac Haik Chrysler Dodge Jeep Ram Flowood 50 80 20 90 75 0
#20 Mac Haik Chrysler Dodge Jeep RAM Jackson 50 80 20 90 75 0
#21 Hallmark Hyundai North 50 80 20 90 75 0
#22 Direct Auto CDJR 50 80 20 90 75 0
#23 Gray-Daniels Toyota 49 65 75 90 0 0
#24 Gray-Daniels Nissan North 49 65 75 90 0 0
#25 Herrin-Gear Chevrolet 48 60 85 75 0 0
#26 Gray-Daniels Ford Lincoln 48 60 85 75 0 0
#27 Herrin Gear INFINITI 48 60 85 75 0 0
#28 Patty Peck Honda 48 60 85 75 0 0
#29 Select Auto Sales 46 80 10 90 65 0
#30 Byrider Jackson 18 53 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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