Rooftop Signal

AI Visibility for Dealers

Porsche Seattle Metro AI Visibility Index

Comparing 24 Porsche dealerships on how well AI models can discover and recommend them

Last updated: 2026-03-12

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Highest Score
69
Median Score
46
Average Score
40
Lowest Score
13

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 69 93 85 90 75 0
#2 Porsche Seattle North 69 93 85 90 75 0
#3 Park Place 67 93 77 90 80 0
#4 Lamborghini Seattle 67 90 85 90 65 0
#5 Giordano's Vintage Motors 61 90 70 90 50 0
#6 Seattle Finest Motors 60 70 85 90 50 0
#7 CarNet 56 88 85 90 0 0
#8 Spec German 55 95 75 90 0 0
#9 Columbia Valley Luxury Cars 54 95 70 90 0 0
#10 Dobson Stuttgart 54 75 85 90 0 0
#11 Precision Motorworks 49 78 65 90 0 0
#12 Mercedes-Benz of Bellevue 48 65 20 90 80 0
#13 Lexus Of Bellevue 48 65 20 90 80 0
#14 Porsche Tacoma 47 65 20 90 75 0
#15 Sports Cars International 47 65 20 90 75 0
#16 Rolls-Royce Motor Cars Seattle 46 65 20 90 70 0
#17 McLaren Seattle 46 65 20 90 70 0
#18 Bentley Seattle 46 65 20 90 70 0
#19 Auto Connections of Bellevue 40 80 25 90 0 0
#20 Cats Exotics 33 67 10 90 0 0
#21 Authentic Motorcars NW 33 65 10 90 0 0
#22 Auto Quest 22 63 0 50 0 0
#23 Landmark Motors 22 63 0 50 0 0
#24 West State Motorsport 16 25 0 55 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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