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THE AI VISIBILITY INDEX

Volkswagen Cape Coral Metro AI Visibility Index

Comparing 40 Volkswagen dealerships on how well AI models can discover and recommend them

Last updated: 2026-03-04

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Highest Score
66
Median Score
47
Average Score
38
Lowest Score
16

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 Naples Motorsports 66 77 85 90 80 0
#2 Fort Myers Genesis 65 73 85 90 80 0
#3 Bentley Naples 65 73 85 90 75 0
#4 DeVoe Cadillac 65 73 85 90 75 0
#5 Volkswagen of Fort Myers 63 80 70 90 80 0
#6 Auto Europa Naples 58 80 70 90 45 0
#7 Debold German Auto 58 80 70 90 45 0
#8 Naples Luxury Imports 56 73 70 90 45 0
#10 King Auto Firm 52 68 85 90 0 0
#11 Mercedes-Benz of Bonita Springs 51 60 85 90 0 0
#12 Norm Reeves Volkswagen Superstore Port Charlotte 51 60 85 90 0 0
#15 Fort Myers Mitsubishi 50 80 20 90 75 0
#18 Kia of Port Charlotte 48 60 85 75 0 0
#19 Honda of Fort Myers 48 60 85 75 0 0
#20 Lotus of Naples 47 80 25 90 50 0
#21 Mint Motors 47 60 70 90 0 0
#22 Imports Unlimited of Naples 39 75 25 90 0 0
#23 GP Elite Motors 39 75 27 90 0 0
#24 CORR Motorsports 35 75 10 90 0 0
#25 CarLux Fort Myers 33 62 0 50 75 0
#26 Primary Auto Mall 27 65 0 40 40 0
#27 CarLink Fort Myers 21 57 0 50 0 0
#28 Volkswagen of Naples 18 53 0 40 0 0
#29 AutoQuest Motorsports 17 45 0 40 0 0
#30 Estero Bay Chevrolet 17 45 0 40 0 0
#31 Naples Auto Collection 17 45 0 40 0 0
#32 Autohaus of Naples 17 45 0 40 0 0
#33 Black Horse Motors 17 45 0 40 0 0
#34 Lexus of Fort Myers 17 45 0 40 0 0
#35 Nissan of Cape Coral 17 45 0 40 0 0
#36 Ferrari of Naples 17 45 0 40 0 0
#37 Crystal Motor Cars 17 45 0 40 0 0
#38 Gulf Coast Motorworks 17 45 0 40 0 0
#39 Auto Outlet 16 30 0 50 0 0
#40 Fort Myers Auto Park 16 30 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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