Rooftop Signal

AI Visibility for Dealers

Subaru Denver Metro AI Visibility Index

Comparing 26 Subaru dealerships on how well AI models can discover and recommend them

Last updated: 2026-03-04

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Highest Score
68
Median Score
49
Average Score
44
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 Valley Subaru of Longmont 68 73 100 90 70 0
#2 Subaru Specialist of Colorado 63 80 85 90 55 0
#3 Suba Rupair 60 80 85 90 35 0
#4 All Wheel Drive Motors 59 65 85 90 45 0
#5 Japanese Car Connection 58 65 85 90 40 0
#6 Simply Subaru's 56 80 70 90 35 0
#7 Zarooki Motors 56 65 80 90 35 0
#8 Subamotive 54 75 85 90 0 0
#9 Subaru Clinic 54 75 85 90 0 0
#10 Roos Only Subaru Specıalıst 52 80 45 90 45 0
#11 Super Rupair 50 75 70 90 0 0
#12 Subiesmith 49 75 65 90 0 0
#13 AutoNation Subaru West 49 80 20 90 70 0
#14 Mike Shaw Subaru Greeley 49 80 20 90 70 0
#15 AutoNation Subaru Arapahoe 49 80 20 90 70 0
#16 Subie Recycler 49 75 65 90 0 0
#17 The Subie Doctor 48 80 35 90 35 0
#18 Subaru of Loveland 48 80 20 90 65 0
#19 Mike Shaw Subaru 47 80 10 90 70 0
#20 SubaPros 35 60 20 90 0 0
#21 new era subaru 25 50 0 75 0 0
#22 SuperRupair Auto Sales 22 60 0 50 0 0
#23 Groove Subaru 18 53 0 40 0 0
#24 Mike Shaw Subaru 17 45 0 40 0 0
#25 Flatirons Subaru 17 45 0 40 0 0
#26 Deluxe Auto 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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