Rooftop Signal

AI Visibility for Dealers

BMW/MINI Seattle Metro AI Visibility Index

Comparing 21 BMW/MINI dealerships on how well AI models can discover and recommend them

Last updated: 2026-03-04

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Highest Score
63
Median Score
49
Average Score
43
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 PNW Luxury Cars 63 73 85 90 65 0
#2 Seattle MINI 62 80 85 90 45 0
#3 Scharmach Automotive Group 61 73 85 90 50 0
#4 BMW Northwest Pre-Owned Center 61 73 85 90 50 0
#5 BMW of Lynnwood Service and Auto 60 73 70 90 70 0
#6 BMW of Bellevue 58 80 55 90 70 0
#7 BMW Motorcycles of Seattle 58 75 100 90 0 0
#8 BMW Seattle 51 60 85 90 0 0
#9 Supreme Motors 51 80 35 90 60 0
#10 European Repair Woodinville 50 75 70 90 0 0
#11 Strictly BMW Independent 49 75 65 90 0 0
#12 Mercedes-Benz of Bellevue 49 80 20 90 70 0
#13 Northwest Euro 48 80 20 90 60 0
#14 Bimtech PNW 39 75 25 90 0 0
#15 BMW Motorwerkz 36 75 15 90 0 0
#16 Lynnwood Motoplex 29 58 0 50 50 0
#17 Auto Quest 20 53 0 50 0 0
#18 Qautocenter 20 53 0 50 0 0
#19 Landmark Motors 20 53 0 50 0 0
#20 Definitive Motors 17 45 0 40 0 0
#21 Parts. Bmwnorthwest 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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