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THE AI VISIBILITY INDEX

Ford/Lincoln Austin Metro AI Visibility Index

Comparing 32 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
53
Average Score
46
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 Leif Johnson Ford of Manor 68 73 100 90 70 0
#2 Leif Johnson Ford of Buda 66 73 92 90 70 0
#3 Leif Johnson Ford Truck City 66 73 92 90 70 0
#4 Leif Johnson SuperStore 66 73 92 90 70 0
#5 Covert Lincoln 64 73 85 90 70 0
#6 Mac Haik 64 73 85 90 70 0
#7 Covert Ford 64 73 85 90 70 0
#8 Johnson Sewell Lincoln 63 73 85 90 65 0
#9 Johnson Sewell Ford 63 73 85 90 65 0
#10 Johnson Sewell Ford 63 73 85 90 65 0
#11 Riata Ford 62 58 90 90 70 0
#12 Long Motors South 61 77 85 90 45 0
#13 Cecil Atkission CDJR 58 75 100 90 0 0
#14 Leif Johnson Ford 58 58 75 90 70 0
#15 Sames Bastrop Ford, Inc. 58 75 100 90 0 0
#16 Covert Ford of Hutto 53 60 92 90 0 0
#17 Covert Buick GMC Bee Cave 51 60 85 90 0 0
#18 Lockhart Motor Company 48 80 20 90 60 0
#19 Group 1 Ford of South Austin 48 60 85 75 0 0
#20 Leif Johnson Used Superstore Central 48 45 85 90 0 0
#21 Rockdale Country Ford 48 80 20 90 65 0
#22 Mac Haik Ford Lincoln 48 80 20 90 60 0
#23 Austin Rising Fast Motor Cars 48 80 20 90 60 0
#24 Nyle Maxwell PreOwned SuperCenter 18 53 0 40 0 0
#25 Nyle Maxwell CDJR of Taylor 18 53 0 40 0 0
#26 Maxwell Ford 17 45 0 40 0 0
#27 Auto Exchange 17 45 0 40 0 0
#28 Mac Haik Ford Lincoln 17 45 0 40 0 0
#29 Covert Buick GMC 17 45 0 40 0 0
#30 Mac Haik Dodge Chrysler Jeep Ram 17 45 0 40 0 0
#31 Covert CDJR Bee Cave 17 45 0 40 0 0
#32 Covert Auto Group 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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