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THE AI VISIBILITY INDEX

Porsche New York City Metro AI Visibility Index

Comparing 29 Porsche dealerships on how well AI models can discover and recommend them

Last updated: 2026-03-12

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Highest Score
67
Median Score
47
Average Score
43
Lowest Score
14

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 Lamborghini Greenwich 67 90 85 90 65 0
#2 Motorcar Classics 65 97 85 90 45 0
#3 P1 Exotics 64 90 85 90 45 0
#4 Porsche South Shore 59 65 70 90 75 0
#5 McLaren North Jersey 57 100 50 90 45 0
#6 CCS Motors 55 97 35 90 65 0
#7 LuxSport Motor Group 55 97 35 90 65 0
#8 Long Island Exotic Cars 54 95 70 90 0 0
#9 Ray Catena Auto Group 52 80 85 75 0 0
#10 Porsche Huntington 52 80 85 75 0 0
#11 Pepe Auto Group 52 80 85 75 0 0
#12 Paul Miller Auto Group 49 65 27 90 80 0
#13 DeMan Motorsport 48 75 62 90 0 0
#14 Manhattan Motorcars Porsche 48 65 20 90 80 0
#15 Porsche Princeton 48 65 20 90 80 0
#16 Lamborghini Manhattan 47 100 10 90 45 0
#17 Paul Miller Porsche 47 65 20 90 75 0
#18 Manhattan Motorcars Inc (711 11th Avenue Showroom) 47 100 10 90 45 0
#19 Porsche Brooklyn 47 65 20 90 75 0
#20 USA's TOP EXOTIC 41 88 25 90 0 0
#21 Rennwerke Porsche Technicians 40 95 15 90 0 0
#22 Autosport Designs, Inc./Lotus Motorcars Of long Island 39 85 0 50 80 0
#23 Miller Motorcars 39 85 0 50 80 0
#24 Ryan Friedman Motor Cars 39 85 0 50 80 0
#25 TopGear Imports 38 70 25 90 0 0
#26 Hunting Ridge Motors 36 50 35 90 0 0
#27 Porsche Flemington 34 65 0 50 75 0
#28 Flemington Audi Porsche Volkswagen 32 70 0 90 0 0
#29 Porsche Englewood 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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