Rooftop Signal

AI Visibility for Dealers

Jaguar/Land Rover Los Angeles Metro AI Visibility Index

Comparing 20 Jaguar/Land Rover dealerships on how well AI models can discover and recommend them

Last updated: 2026-03-02

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Highest Score
59
Median Score
51
Average Score
49
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 Land Rover South Bay 59 80 55 90 75 0
#2 Land Rover Woodland Hills 59 80 55 90 75 0
#3 Land Rover Van Nuys 57 72 100 90 0 0
#4 Galpin Jaguar 52 72 80 90 0 0
#5 Land Rover Los Angeles 51 60 85 90 0 0
#6 Jaguar Los Angeles 51 60 85 90 0 0
#7 Land Rover Pasadena 51 60 85 90 0 0
#8 Land Rover Santa Monica 51 60 85 90 0 0
#9 Jaguar Newport Beach 51 60 85 90 0 0
#10 Land Rover Cerritos 51 60 85 90 0 0
#11 Land Rover Newport Beach 51 60 85 90 0 0
#12 Land Rover Thousand Oaks 50 80 20 90 75 0
#13 Jaguar Mission Viejo 48 60 85 75 0 0
#14 Land Rover Anaheim Hills 48 60 85 75 0 0
#15 Penske Land Rover Puente Hills 48 60 85 75 0 0
#16 Jaguar Riverside 48 60 85 75 0 0
#17 Land Rover Riverside 48 60 85 75 0 0
#18 Jaguar Anaheim Hills 48 60 85 75 0 0
#19 Land Rover Mission Viejo 48 60 85 75 0 0
#20 Jaguar Cerritos 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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