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THE AI VISIBILITY INDEX

Ford/Lincoln Los Angeles Metro AI Visibility Index

Comparing 54 Ford/Lincoln dealerships on how well AI models can discover and recommend them

Last updated: 2026-02-27

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Highest Score
73
Median Score
49
Average Score
47
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
#2 South Bay Ford 73 93 100 90 80 0
#4 Vista Ford Lincoln 69 93 85 90 80 0
#5 Karplus Warehouse 69 93 85 90 80 0
#6 Diamond Ford 65 73 85 90 80 0
#7 Huntington Beach Ford 65 73 85 90 80 0
#8 Star Ford 62 95 100 90 0 0
#9 Performance Ford 62 95 100 90 0 0
#10 Airport Marina Ford 62 95 100 90 0 0
#11 California Motors Direct - Santa Ana 60 70 85 90 50 0
#12 Fritts Ford 58 75 100 90 0 0
#13 Hemborg Ford 57 72 100 90 0 0
#14 Diamond Ford 53 73 35 90 80 0
#15 Theodore Robins Ford 52 72 80 90 0 0
#16 Price Ford of Simi Valley 52 72 80 90 0 0
#17 Ford Pre-Owned Vehicles 51 80 20 90 80 0
#18 Lincoln South Coast 50 80 20 90 75 0
#19 Galpin Motors 50 57 85 90 0 0
#20 Tuttle-Click Lincoln Irvine 50 80 20 90 75 0
#21 DCH Ford of Thousand Oaks 50 80 20 90 75 0
#22 Chino Hills Ford 50 80 20 90 75 0
#23 Puente Hills Ford 49 45 100 75 0 0
#24 Colley Ford 49 57 80 90 0 0
#25 Galpin Lincoln 49 57 80 90 0 0
#26 Galpin Ford 49 57 80 90 0 0
#27 Galpin Ford 49 57 80 90 0 0
#28 Citrus Motors Ford 48 60 85 75 0 0
#29 Sunrise Ford 48 60 85 75 0 0
#30 Envision Ford of Duarte | Sales Showroom 48 65 20 90 80 0
#31 AutoNation Ford Tustin 48 80 10 90 80 0
#32 Tuttle-Click Ford Irvine 48 60 85 75 0 0
#33 AutoNation Ford Valencia 48 80 10 90 80 0
#34 Santa Margarita Ford 48 60 85 75 0 0
#35 BP Ford of Long Beach 47 65 20 90 75 0
#36 Norm Reeves Ford Superstore 47 45 92 75 0 0
#37 Santa Monica Ford 47 60 20 90 80 0
#38 Ford of Downtown LA 46 60 20 90 75 0
#39 Ford of Montebello 46 60 20 90 75 0
#40 Sunrise Ford of North Hollywood 45 45 85 75 0 0
#41 AutoNation Ford Torrance 45 65 10 90 80 0
#42 Ken Grody Ford Buena Park 45 45 85 75 0 0
#43 Caruso Ford 45 45 85 75 0 0
#44 Villa Ford of Orange 45 45 85 75 0 0
#45 Mustangs & Fast Fords Oc 43 80 15 90 35 0
#46 Ford® 41 75 35 90 0 0
#47 Fairway Ford 21 30 0 75 0 0
#48 Fullerton Ford 21 30 0 75 0 0
#49 Central Ford 21 30 0 75 0 0
#50 Sunrise Ford of North Hollywood 20 25 0 75 0 0
#53 Ford of Upland 17 45 0 40 0 0
#54 Tustin 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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