Rooftop Signal

AI Visibility for Dealers

Volkswagen Tampa Metro AI Visibility Index

Comparing 17 Volkswagen dealerships on how well AI models can discover and recommend them

Last updated: 2026-03-04

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Highest Score
62
Median Score
46
Average Score
42
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 Bert Smith Volkswagen 62 95 100 90 0 0
#2 Lakeland Volkswagen 62 95 100 90 0 0
#3 Kuhn Volkswagen 55 80 85 90 0 0
#4 Rare & Unique VW Restoration 54 88 75 90 0 0
#5 Volkswagen of New Port Richey 54 38 75 90 65 0
#6 Lokey Volkswagen 52 80 85 75 0 0
#10 Bob Boast Volkswagen 45 65 20 90 65 0
#12 Sunset Volkswagen of Sarasota 45 65 20 90 65 0
#14 Volkswagen of North Tampa 31 80 0 75 0 0
#15 Volkswagen of Wesley Chapel 15 38 0 40 0 0
#16 Volkswagen Brandon 14 30 0 40 0 0
#17 Lakeland Volkswagen 13 25 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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