Rooftop Signal

AI Visibility for Dealers

Ford/Lincoln Sacramento Metro AI Visibility Index

Comparing 21 Ford/Lincoln dealerships on how well AI models can discover and recommend them

Last updated: 2026-03-04

View on Map →
Highest Score
66
Median Score
49
Average Score
43
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 DuPratt Ford Auburn 66 73 92 90 70 0
#2 DuPratt Ford Dixon Sales Showroom 64 73 85 90 70 0
#3 DuPratt Ford Dixon 64 73 85 90 70 0
#4 Dow Lewis Motors 63 73 85 90 65 0
#5 Geweke Ford 63 73 85 90 65 0
#6 Used Truck Dealer in Auburn, CA 54 75 85 90 0 0
#7 Future Ford of Roseville 53 72 85 90 0 0
#8 Future Ford of Sacramento Fleet & Commercial 52 72 80 90 0 0
#9 Sacramento Ford Pros 51 75 75 90 0 0
#10 Future Lincoln of Roseville 49 80 20 90 70 0
#11 Big Valley Ford 49 80 20 90 70 0
#12 Folsom Lake Ford, Inc. 49 80 20 90 70 0
#13 Elk Grove Ford 48 80 20 90 65 0
#14 Quality Automotive Ford Specialist 36 60 25 90 0 0
#15 Harrold Ford 35 45 35 90 0 0
#16 Ford Buy Sell 21 30 0 75 0 0
#17 Frank Ford Company 19 45 0 50 0 0
#18 Ford Pro Commercial Center 17 45 0 40 0 0
#19 Woodland Ford 17 45 0 40 0 0
#20 Woodland Ford 17 45 0 40 0 0
#21 Future Fleet Center of Roseville 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.

Not your dealership listed here? Contact us to claim your listing or request a free audit.