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THE AI VISIBILITY INDEX

Hyundai Boston Metro AI Visibility Index

Comparing 32 Hyundai dealerships on how well AI models can discover and recommend them

Last updated: 2026-03-04

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Highest Score
63
Median Score
48
Average Score
41
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 Pride Hyundai of Seekonk 63 73 85 90 65 0
#2 Nashua Hyundai 63 73 85 90 65 0
#3 Genesis of Nashua 58 75 100 90 0 0
#4 Nucar Hyundai of Norwood 51 60 85 90 0 0
#5 McGovern Hyundai of Milford 49 80 20 90 70 0
#6 AutoFair Automotive Group 49 80 20 90 70 0
#7 McGovern Hyundai of Lynn 49 80 20 90 70 0
#8 Herb Chambers Genesis of Auburn 49 80 20 90 70 0
#9 McGovern Hyundai Rt 2 49 80 20 90 70 0
#10 McGovern Hyundai Rt 93 49 80 20 90 70 0
#11 AutoFair Hyundai in Manchester 49 80 20 90 70 0
#12 Herb Chambers Hyundai of Auburn 49 80 20 90 70 0
#13 McGovern Hyundai 49 80 20 90 70 0
#14 Key Hyundai of Salem 49 80 20 90 70 0
#15 MetroWest Hyundai 48 80 20 90 65 0
#16 Kia of Dartmouth 48 80 20 90 65 0
#17 Mirak Hyundai 48 80 20 90 65 0
#18 First Hyundai 48 80 20 90 65 0
#19 Modern Auto Sales 48 80 20 90 65 0
#20 Genesis of Manchester 48 80 20 90 65 0
#21 Genesis of Framingham 48 80 20 90 65 0
#22 Grieco Hyundai 48 60 85 75 0 0
#23 Mastria Hyundai of Plymouth 40 45 65 75 0 0
#24 Village Automotive Group 34 68 10 90 0 0
#25 Route 44 Hyundai 18 53 0 40 0 0
#26 Mastria Hyundai of Plymouth 17 45 0 40 0 0
#27 Route 6 Auto Mall Kia 17 45 0 40 0 0
#28 Empire Hyundai 17 45 0 40 0 0
#29 Genesis of Braintree 17 45 0 40 0 0
#30 Empire Pre-Owned Superstore 17 45 0 40 0 0
#31 Mirak Automotive Group 16 30 0 50 0 0
#32 Quirk Hyundai 14 30 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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