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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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The highest-scoring Ford/Lincoln dealerships in San Antonio Metro for AI visibility are Ford West Pro Shop (64), Cecil Atkission Ford (64) and Bluebonnet Ford (64). The median score is 63 across 26 Ford/Lincoln dealerships measured on 2026-03-04. Each score combines discoverability, content quality, technical health and information currency, measured by an automated crawl of each business's public website.

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
#1 Ford West Pro Shop 64 73 85 90 70
#2 Cecil Atkission Ford 64 73 85 90 70
#3 Bluebonnet Ford 64 73 85 90 70
#4 Ford of Pleasanton 64 73 85 90 70
#5 North Park Lincoln 64 73 85 90 70
#6 Ford of Boerne 64 73 85 90 70
#7 Jordan Ford 64 73 85 90 70
#8 Red McCombs Ford 64 73 85 90 70
#9 Griffith Ford San Marcos 63 73 85 90 65
#10 Griffith Ford San Marcos 63 73 85 90 65
#11 Griffith Ford Seguin 63 73 85 90 65
#12 Jordan Motorcars San Antonio 63 73 85 90 65
#13 North Park Lincoln at Dominion 63 73 85 90 65
#14 Bluebonnet Lincoln 63 73 85 90 65
#15 Gunn Honda 61 73 85 90 50
#16 Red McCombs Drive Away Motors West 60 73 70 90 70
#17 Chaparral Pre-Owned Center 57 72 100 90 0
#18 Chaparral Ford 52 72 80 90 0
#19 Caraway Ford 48 80 20 90 60
#20 Northside Ford 48 60 85 75 0
#21 Cavender Grande Ford 48 60 85 75 0
#22 Jordan Commercial and Fleet Sales Center 40 68 35 90 0
#23 Luckor Auto 20 60 0 40 0
#24 Chevyford Motorplex 20 60 0 40 0
#25 Ancira Ford 17 45 0 40 0
#26 Southway Ford Pre-Owned Center 16 30 0 50 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?

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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