Rooftop Signal. Free scan
THE AI VISIBILITY INDEX

Subaru Boston Metro AI Visibility Index

Comparing 27 Subaru dealerships on how well AI models can discover and recommend them

Last updated: 2026-03-04

View on Map →
Highest Score
58
Median Score
49
Average Score
45
Lowest Score
17

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 Imperial Subaru 58 80 55 90 70 0
#2 Clay Subaru 49 80 20 90 70 0
#3 Stateline Subaru 49 80 20 90 70 0
#4 Granite Subaru 49 80 20 90 70 0
#5 Patrick Subaru 49 80 20 90 70 0
#6 Cityside Subaru 49 80 20 90 70 0
#7 MetroWest Subaru 49 80 20 90 70 0
#8 McGovern Subaru of Acton 49 80 20 90 70 0
#9 Signal Motorsports 49 68 70 90 0 0
#10 Anchor Auto Group 49 80 20 90 70 0
#11 Mastria Subaru 49 80 20 90 70 0
#12 Subaru of Wakefield 49 80 20 90 70 0
#13 Anchor Subaru 49 80 20 90 70 0
#14 Amherst Subaru 49 80 20 90 70 0
#15 Ira Subaru Manchester 49 80 20 90 70 0
#16 North Reading Subaru 48 80 20 90 65 0
#17 Planet Subaru 48 80 20 90 65 0
#18 AutoFair Subaru 48 80 20 90 65 0
#19 North End Subaru 48 80 20 90 65 0
#20 Exeter Subaru 48 80 20 90 65 0
#21 Mastria Auto Group 48 60 85 75 0 0
#22 Long Subaru 48 80 20 90 65 0
#23 Subaru of New England 47 80 20 90 55 0
#24 Ira Subaru 44 80 0 90 70 0
#25 Patrick Subaru 17 45 0 40 0 0
#26 Quirk Works Subaru 17 45 0 40 0 0
#27 Subaru of Wakefield 17 45 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.

Not your dealership listed here? Contact us to claim your listing or request a free audit.