Rooftop Signal

AI Visibility for Dealers

Porsche Raleigh Metro AI Visibility Index

Comparing 14 Porsche dealerships on how well AI models can discover and recommend them

Last updated: 2026-03-14

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Highest Score
64
Median Score
38
Average Score
36
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 Rolls-Royce Motor Cars Raleigh 64 93 85 90 45 0
#2 Carolina Exotic Cars 57 90 60 90 40 0
#3 Perfection Motors 52 80 35 90 65 0
#4 K. Watts & Company 49 78 65 90 0 0
#5 Sanford Imports 46 58 20 90 80 0
#6 LeithCars.com 46 58 20 90 80 0
#7 Hanna Imports 46 58 20 90 80 0
#8 Elfer 38 70 25 90 0 0
#9 Road Scholars 38 85 15 90 0 0
#10 Precision Autowerks 37 85 10 90 0 0
#11 Motorcar Investments 34 80 0 90 0 0
#12 Audi Raleigh 32 70 0 90 0 0
#13 Porsche Cary 16 25 0 55 0 0
#14 Modern Classic Motorcars 15 25 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.

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