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THE AI VISIBILITY INDEX

Ford/Lincoln San Antonio Metro AI Visibility Index

Comparing 26 Ford/Lincoln dealerships on how well AI models can discover and recommend them

Last updated: 2026-03-04

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Highest Score
64
Median Score
63
Average Score
52
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 Ford West Pro Shop 64 73 85 90 70 0
#2 Cecil Atkission Ford 64 73 85 90 70 0
#3 Bluebonnet Ford 64 73 85 90 70 0
#4 Ford of Pleasanton 64 73 85 90 70 0
#5 North Park Lincoln 64 73 85 90 70 0
#6 Ford of Boerne 64 73 85 90 70 0
#7 Jordan Ford 64 73 85 90 70 0
#8 Red McCombs Ford 64 73 85 90 70 0
#9 Griffith Ford San Marcos 63 73 85 90 65 0
#10 Griffith Ford San Marcos 63 73 85 90 65 0
#11 Griffith Ford Seguin 63 73 85 90 65 0
#12 Jordan Motorcars San Antonio 63 73 85 90 65 0
#13 North Park Lincoln at Dominion 63 73 85 90 65 0
#14 Bluebonnet Lincoln 63 73 85 90 65 0
#15 Gunn Honda 61 73 85 90 50 0
#16 Red McCombs Drive Away Motors West 60 73 70 90 70 0
#17 Chaparral Pre-Owned Center 57 72 100 90 0 0
#18 Chaparral Ford 52 72 80 90 0 0
#19 Caraway Ford 48 80 20 90 60 0
#20 Northside Ford 48 60 85 75 0 0
#21 Cavender Grande Ford 48 60 85 75 0 0
#22 Jordan Commercial and Fleet Sales Center 40 68 35 90 0 0
#23 Luckor Auto 20 60 0 40 0 0
#24 Chevyford Motorplex 20 60 0 40 0 0
#25 Ancira Ford 17 45 0 40 0 0
#26 Southway Ford Pre-Owned Center 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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