THE AI VISIBILITY INDEX

Toyota Sacramento Metro AI Visibility Index

Comparing 20 Toyota 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
37
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 Roseville Toyota Rental 64 73 85 90 70 0
#2 Elk Grove Auto Mall 60 73 70 90 70 0
#3 Roseville Automall 52 65 85 90 0 0
#4 Auburn Toyota 51 60 85 90 0 0
#5 The Folsom Auto Mall 49 80 20 90 70 0
#6 Thompsons Chrysler Dodge Jeep Ram 48 60 85 75 0 0
#7 Hanlees Davis Toyota 48 60 85 75 0 0
#8 Folsom Lake Toyota 48 60 85 75 0 0
#9 Lodi Toyota 48 80 20 90 65 0
#10 Thompsons Toyota 48 60 85 75 0 0
#11 Maita Toyota 41 72 35 90 0 0
#12 Roseville Toyota 38 60 35 90 0 0
#13 Rancho Toyota-Ford Recycling 37 65 0 90 45 0
#14 Yuba City 18 53 0 40 0 0
#15 Maita Automotive Group 18 53 0 40 0 0
#16 Maita Toyota 18 53 0 40 0 0
#17 Toyota Town 17 45 0 40 0 0
#18 Thompsons Family of Dealerships 17 45 0 40 0 0
#19 Elk Grove Toyota 17 45 0 40 0 0
#20 Roseville Car Group 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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