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THE AI VISIBILITY INDEX

Best Car Dealerships in Houston Metro

Comparing 83 car dealerships on how well AI models can discover and recommend them

Last updated: 2026-03-09

The highest-scoring car dealerships in Houston Metro for AI visibility are Porsche North Houston (69), Porsche Sugar Land (69) and Russell & Smith Mazda (69). The median score is 52 across 83 car dealerships measured on 2026-03-09. Each score combines discoverability, content quality, technical health and information currency, measured by an automated crawl of each business's public website.

Highest Score
69
Median Score
52
Average Score
53
Lowest Score
12
Rank Dealer Name Overall Discoverability Content Quality Technical Health Information Currency
#1 Porsche North Houston 69 93 85 90 80
#2 Porsche Sugar Land 69 93 85 90 75
#3 Russell & Smith Mazda 69 93 85 90 80
#4 Archer Volkswagen 68 93 85 90 70
#5 Bayway Cadillac 68 93 85 90 70
#6 Bayway Cadillac Southwest 68 93 85 90 70
#7 DeMontrond Buick GMC 68 93 85 90 70
#8 Finnegan Chevrolet Buick GMC 68 93 85 90 70
#9 Gay Buick GMC 68 93 85 90 70
#10 Tom Peacock Cadillac 68 93 85 90 70
#11 Volkswagen Cypress 68 93 85 90 70
#12 Volkswagen of Clear Lake 68 93 85 90 70
#13 Classic Buick GMC Galveston 67 93 85 90 65
#14 Classic Cadillac Galveston 67 93 85 90 65
#15 DeMontrond Volkswagen of Houston 67 93 85 90 65
#16 Don Davis Buick GMC 67 93 85 90 65
#17 Mike Calvert Toyota 65 73 85 90 80
#18 Rent a Toyota of Humble 65 73 85 90 80
#19 AutoNation USA Katy 63 80 70 90 80
#20 Jaguar Houston Central 62 80 70 90 75
#21 Jeff Haas Mazda 62 95 100 90 0
#22 John Eagle Acura 62 95 100 90 0
#23 Parkway Family Mazda 62 95 100 90 0
#24 Team Gillman Acura 62 95 100 90 0
#25 Team Gillman Mazda 62 95 100 90 0
#26 Team Gillman Volkswagen 62 95 100 90 0
#27 Land Rover Houston North 61 80 62 90 80
#28 Mac Haik Toyota 61 73 85 90 50
#29 Land Rover Houston Central 59 80 55 90 80
#30 Land Rover Southwest Houston 59 80 55 90 80
#31 Land Rover West Houston 59 80 55 90 75
#32 Momentum Volkswagen of Upper Kirby 59 65 70 90 70
#33 Toyo Auto Center 59 70 85 90 40
#34 AutoNation Toyota Gulf Freeway 58 80 50 90 80
#35 Gulf Coast Toyota 58 75 100 90 0
#36 Jaguar Houston North 58 80 55 90 70
#37 Toyota Lift of Houston 58 80 70 90 45
#38 Jaguar Southwest Houston 57 80 55 90 65
#39 Central Houston Cadillac 56 65 62 90 65
#40 West Houston Volkswagen 55 80 85 90 0
#41 Big Star Buick GMC 52 80 85 75 0
#42 Greenway Mazda 52 80 85 75 0
#43 Group 1 Buick GMC North 52 80 85 75 0
#44 Group 1 Buick GMC South 52 80 85 75 0
#45 Group 1 GMC Southwest 52 80 85 75 0
#46 Group 1 GMC Southwest 52 80 85 75 0
#47 Martin Chevrolet GMC 52 80 85 75 0
#48 Ron Carter Chevrolet GMC in Alvin 52 80 85 75 0
#49 Sewell Cadillac Collision Center of Houston 52 80 85 75 0
#50 Sewell Cadillac of Houston 52 80 85 75 0
#51 Sterling McCall Acura Sugar Land 52 80 85 75 0
#52 Texan GMC Buick 52 80 85 75 0
#53 Classic Toyota Galveston 50 80 20 90 75
#54 Gulf States Toyota Vehicle Processing Center 50 75 70 90 0
#55 Gullo Mazda of Conroe 50 70 85 75 0
#56 Land Rover Clear Lake Sales Center 50 80 20 90 75
#57 Gulf States Toyota 49 75 65 90 0
#58 Jaguar Clear Lake Sales Center 49 80 20 90 70
#59 AutoSavvy Houston Northwest 48 60 85 75 0
#60 Fred Haas Toyota Country 48 60 85 75 0
#61 Fred Haas Toyota World 48 60 85 75 0
#62 Group 1 Toyota Fort Bend 48 60 85 75 0
#63 Group 1 Toyota Southwest Houston 48 60 85 75 0
#64 Gullo Toyota of Conroe 48 60 85 75 0
#65 Vmc Autogroup Porsche 48 90 25 90 40
#66 AutoNation Acura Gulf Freeway 47 65 20 90 75
#67 Sterling McCall Acura 47 80 65 75 0
#68 Don McGill Toyota 46 65 60 90 0
#69 Toyota of Katy 46 65 60 90 0
#70 DeMontrond Volkswagen of Conroe 45 65 20 90 65
#71 Gulf Coast Chevrolet Buick GMC 45 65 20 90 65
#72 Wiesner Buick GMC 45 65 20 90 65
#73 Ron Craft Cadillac 39 45 10 90 65
#74 Joe Myers Mazda 35 65 0 50 80
#75 Joe Myers Toyota 35 65 0 50 80
#76 Toyota Tsusho America 35 75 10 90 0
#77 Exotic Cars of Houston 29 25 25 90 0
#78 Classic Buick GMC 21 55 0 50 0
#79 DeMontrond Mazda 15 38 0 40 0
#80 Big Star Cadillac 14 30 0 40 0
#81 Clear Lake Mazda 14 30 0 40 0
#82 Martin Chevrolet GMC 14 30 0 40 0
#83 The Post Oak Collection, The Woodlands 12 10 0 50 0

Rankings merged into this page

GM Houston Metro AI Visibility Index
Honda/Acura Houston Metro AI Visibility Index
Jaguar/Land Rover Houston Metro AI Visibility Index
Mazda Houston Metro AI Visibility Index
Porsche Houston Metro AI Visibility Index
Toyota Houston Metro AI Visibility Index
Volkswagen Houston Metro AI Visibility Index

Methodology

AI visibility scores measure how well a business 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 business offers?
  • Technical Health: Does your website work well with AI systems?
  • Information Currency: Is your online information up to date?

A business measured in more than one ranking appears once here, carrying its highest measured score. Businesses with no measurement for a dimension show a dash rather than a zero.

Not listed, or think a score is wrong? Contact us to claim your listing or request a free audit.