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THE AI VISIBILITY INDEX

Honda/Acura Boston Metro AI Visibility Index

Comparing 39 Honda/Acura dealerships on how well AI models can discover and recommend them

Last updated: 2026-03-03

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Highest Score
65
Median Score
48
Average Score
47
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 Bettencourt's Honda-Suzuki 65 73 100 90 50 0
#2 Canobie Lake Honda 64 73 100 90 45 0
#3 Balise Honda of North Attleboro 63 73 85 90 65 0
#4 Atamian Honda 61 73 85 90 50 0
#5 Colonial Honda of Dartmouth 60 73 85 90 45 0
#6 Silko Honda 58 75 100 90 0 0
#7 Commonwealth Honda 58 75 100 90 0 0
#8 AutoFair Honda 57 72 100 90 0 0
#9 Parkway Honda 54 75 85 90 0 0
#10 Cambridge Honda 50 80 27 90 65 0
#11 Herb Chambers Honda of Burlington 49 80 20 90 70 0
#12 Honda North 49 80 20 90 70 0
#13 Herb Chambers Honda of Seekonk 49 80 20 90 70 0
#14 Lundgren Honda of Auburn 49 65 75 90 0 0
#15 Herb Chambers Honda 49 80 20 90 70 0
#16 Ocean Honda 48 60 85 75 0 0
#17 Nucar Honda of Norwood 48 60 85 75 0 0
#18 Nucar Honda of Westford 48 60 85 75 0 0
#19 Bernardi Honda in Natick 48 80 20 90 65 0
#20 Ron Bouchard Honda 48 60 85 75 0 0
#21 McGovern Honda 48 80 20 90 65 0
#22 Peters Honda of Nashua 48 60 85 75 0 0
#23 Honda Westborough 48 80 20 90 65 0
#24 Honda Westborough 48 80 20 90 65 0
#25 Kelly Honda 48 60 85 75 0 0
#26 Ocean Honda of Brockton 48 60 85 75 0 0
#27 Tufankjian Honda of Plymouth 48 80 20 90 65 0
#28 Honda Village 48 80 20 90 65 0
#29 Honda Stratham 48 80 20 90 65 0
#30 Grieco Honda 48 60 85 75 0 0
#31 Honda Stratham 48 80 20 90 65 0
#32 Auto Country 47 80 20 90 55 0
#33 Peters of Nashua 47 68 65 90 0 0
#34 Honda Parts Wholesale Direct 45 68 55 90 0 0
#35 LBJ Independent Honda/Acura Specialists 38 75 20 90 0 0
#36 Route 128 Honda 27 60 0 75 0 0
#37 Prime Automotive Group 24 30 0 90 0 0
#38 Ron Bouchard Auto Stores 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.

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