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THE AI VISIBILITY INDEX

GM San Diego Metro AI Visibility Index

Comparing 29 GM dealerships on how well AI models can discover and recommend them

Last updated: 2026-03-04

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Highest Score
66
Median Score
48
Average Score
39
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 Bob Stall Chevrolet 66 73 92 90 70 0
#2 Honor GMC 65 93 85 90 50 0
#3 CBM Motors 60 70 85 90 45 0
#4 Mossy Nissan Chula Vista 53 75 80 90 0 0
#5 Marvin K. Brown Cadillac 53 73 85 90 0 0
#6 Premier Carlsbad Cadillac 52 80 85 75 0 0
#7 Auto Mart 52 75 77 90 0 0
#8 Event Motoring 51 80 35 90 55 0
#9 Bahia Auto Sales 51 80 35 90 60 0
#10 North County Cadillac 49 65 35 90 65 0
#11 Premier Chevrolet of Carlsbad 48 60 85 75 0 0
#13 Kearny Mesa Chevrolet 48 60 85 75 0 0
#14 North County GMC 48 80 20 90 65 0
#15 Premier Buick GMC of Carlsbad 48 60 85 75 0 0
#16 Cumming Chevrolet 48 60 85 75 0 0
#17 Hunt Auto Sales 43 70 20 90 45 0
#18 Quality Chevrolet Commercial Truck 40 68 35 90 0 0
#19 SEMINUEVOS BUICK, GMC y CADILLAC 30 60 0 90 0 0
#20 Chevrolet at Chevrolet Motores De Tijuana 30 60 0 90 0 0
#21 Corvette Specialty by Dave Meyer 20 60 0 40 0 0
#22 OnlyCars 20 60 0 40 0 0
#23 Jamal Auto Sales 20 60 0 40 0 0
#24 Sedano Chevrolet 17 45 0 40 0 0
#25 The Lucky 30 Autogroup 17 45 0 40 0 0
#26 Dr Car 17 45 0 40 0 0
#27 Quality Chevrolet of Escondido 17 45 0 40 0 0
#28 Prestige Auto Source 17 45 0 40 0 0
#29 A2B Auto Sales 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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