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THE AI VISIBILITY INDEX

Ford/Lincoln San Diego 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
64
Median Score
48
Average Score
41
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 North County Ford 64 73 85 90 70 0
#2 North County Ford 64 73 85 90 70 0
#3 Mossy Ford 64 73 100 90 45 0
#4 Marvin K. Brown Auto Center 63 73 85 90 65 0
#5 Sedano Lincoln 63 73 85 90 65 0
#6 Hertz Car Sales Kearny Mesa 62 80 70 90 70 0
#7 East County Pre-Owned Superstore 60 70 85 90 50 0
#8 Siry Auto 60 70 85 90 45 0
#9 Perry Ford 53 53 100 90 0 0
#10 Encinitas Ford 52 72 80 90 0 0
#11 New Cars 52 80 35 90 65 0
#12 Mossy AutoMotive Group 50 80 25 90 70 0
#13 Aaron Ford of Escondido 49 80 20 90 70 0
#14 Aaron Ford of Poway 49 80 20 90 70 0
#15 Kearny Mesa Kia 48 60 85 75 0 0
#16 Sedano Ford 48 60 85 75 0 0
#17 Courtesy Chevrolet Center 48 60 85 75 0 0
#18 Ken Grody Ford Carlsbad 48 60 85 75 0 0
#19 Kearny Mesa Ford 48 60 85 75 0 0
#20 Ford Surman Tijuana 38 60 35 90 0 0
#21 So Cal Performance 20 60 0 40 0 0
#22 Siry Motors 20 45 0 55 0 0
#23 Chula Vista Auto 17 45 0 40 0 0
#25 El Cajon Ford 17 45 0 40 0 0
#26 Total Cars 17 45 0 40 0 0
#27 Santana Auto Group 17 45 0 40 0 0
#28 Mossy Ford 17 45 0 40 0 0
#29 Chula Vista Ford 17 45 0 40 0 0
#30 Kearny Mesa Ford 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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