Rooftop Signal

AI Visibility for Dealers

Kia Boston Metro AI Visibility Index

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

Last updated: 2026-03-04

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Highest Score
61
Median Score
48
Average Score
36
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 Gervais Kia 61 80 70 90 65 0
#2 Prestige Auto Mart 60 70 85 90 45 0
#3 Nashua Kia 58 75 100 90 0 0
#4 Commonwealth Kia 58 75 100 90 0 0
#5 Wagner Kia of Shrewsbury 50 80 27 90 65 0
#6 Kia North Danvers 49 80 20 90 70 0
#7 Herb Chambers Kia of Burlington 49 80 20 90 70 0
#8 Tasca Kia Johnston 48 60 85 75 0 0
#9 McGovern Kia 48 80 20 90 65 0
#10 Bald Hill Kia 48 80 20 90 65 0
#11 Lev Kia of Framingham 48 80 20 90 65 0
#12 McFarland Kia 48 80 20 90 65 0
#13 Pride Kia of Lynn 48 60 85 75 0 0
#14 Kia of Attleboro 48 80 20 90 65 0
#15 Kia Parts Fast 42 68 45 90 0 0
#16 Prescott Kia B 38 75 20 90 0 0
#17 Ron Bouchard Kia 17 45 0 40 0 0
#18 Route 44 Auto Gallery 17 45 0 40 0 0
#19 Quirk Kia Manchester 17 45 0 40 0 0
#20 Courtesy Mitsubishi 17 45 0 40 0 0
#21 Tasca Automotive Group 17 45 0 40 0 0
#22 Quirk Kia Marshfield 17 45 0 40 0 0
#23 Quirk Kia 17 45 0 40 0 0
#24 Quirk Kia Manchester 17 45 0 40 0 0
#25 Mastria Kia 17 45 0 40 0 0
#26 CarMart 17 45 0 40 0 0
#27 Dan O'Brien Auto Group 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.

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