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THE AI VISIBILITY INDEX

Best Car Dealerships in McAllen Metro

Comparing 69 car dealerships on how well AI models can discover and recommend them

Last updated: 2026-03-04

The highest-scoring car dealerships in McAllen Metro for AI visibility are Brownsville Honda (65), Sames McAllen Ford (58) and World Cars (58). The median score is 48 across 69 car dealerships measured on 2026-03-04. Each score combines discoverability, content quality, technical health and information currency, measured by an automated crawl of each business's public website.

Highest Score
65
Median Score
48
Average Score
41
Lowest Score
17
Rank Dealer Name Overall Discoverability Content Quality Technical Health Information Currency
#1 Brownsville Honda 65 73 85 90 75
#2 Sames McAllen Ford 58 75 100 90 0
#3 World Cars 58 80 75 90 35
#4 Cardenas Autogroup 56 65 100 90 0
#5 Drivenci Motors 56 80 65 90 40
#6 Ed Payne Chrysler Dodge Jeep RAM 55 60 100 90 0
#7 Autos C & R 54 80 35 90 75
#8 J P Motors 54 75 85 90 0
#9 Payne Edinburg Chrysler Dodge Jeep RAM 54 68 90 90 0
#10 Charlie Clark Mission 53 75 80 90 0
#11 Charlie Clark Nissan Brownsville 53 75 80 90 0
#12 Marvel Deals 53 80 35 90 70
#13 Ramos Auto Sales 53 80 35 90 70
#14 Tejeda's Auto Credit 53 80 35 90 70
#15 Auto Depot 52 80 35 90 65
#16 Payne Chevrolet Buick GMC 52 60 90 90 0
#17 Payne Pre-Owned Weslaco 52 60 90 90 0
#18 Payne Preowned Edinburg 52 60 90 90 0
#19 Payne Rio Grande City Ford 52 60 90 90 0
#20 Strikker Motors 52 80 35 90 65
#21 Bert Ogden Hyundai 51 60 85 90 0
#22 Charlie Clark Hyundai 51 80 20 90 80
#23 Genesis of Harlingen 51 60 85 90 0
#24 Payne Rio Chrysler Dodge Jeep Ram 51 80 20 90 80
#25 South Texas Buick-GMC 51 80 20 90 80
#26 Toyota of Pharr 51 80 20 90 80
#27 Acura of the Rio Grande Valley 50 80 20 90 75
#28 Leo Motors 50 68 75 90 0
#29 J B 49 68 70 90 0
#30 Bert Ogden Auto Outlet 48 60 85 75 0
#31 Bert Ogden Buick GMC 48 60 85 75 0
#32 Bert Ogden Cadillac 48 60 85 75 0
#33 Bert Ogden CDJR 48 60 85 75 0
#34 Bert Ogden Chevrolet 48 60 85 75 0
#35 Bert Ogden Harlingen Kia 48 60 85 75 0
#36 Bert Ogden Infiniti 48 60 85 75 0
#37 Bert Ogden McAllen Nissan 48 60 85 75 0
#38 Bert Ogden Mission Auto Outlet 48 60 85 75 0
#39 Bert Ogden Mission Kia 48 60 85 75 0
#40 Bert Ogden Mission Mazda 48 60 85 75 0
#41 BMW Of Pharr 48 60 85 75 0
#42 Boggus Tipton 48 60 85 75 0
#43 Burns Motors 48 60 85 75 0
#44 Fiesta Chevrolet 48 60 85 75 0
#45 Fiesta Nissan 48 60 85 75 0
#46 Mercedes-Benz of Harlingen A Bert Ogden Dealership 48 60 85 75 0
#47 Tipotex Chevrolet 48 60 85 75 0
#48 Elliff Motors Harlingen 31 57 10 90 0
#49 Weslaco Auto Center 28 65 0 40 50
#50 Trevinos Auto Mart 21 57 0 50 0
#51 Chico Auto Sales 20 60 0 40 0
#52 Mid Valley Motors, LLC. 20 60 0 40 0
#53 Barrett Auto Gallery 17 45 0 40 0
#54 Bert Ogden Maserati 17 45 0 40 0
#55 Bert Ogden Toyota 17 45 0 40 0
#56 Booz Auto Sales 17 45 0 40 0
#57 Burnsmotorsmission 17 45 0 40 0
#58 Camargo Motors 17 45 0 40 0
#59 CXL Motors 17 45 0 40 0
#60 Linares Auto Center 17 45 0 40 0
#61 McAllen Motorcars 17 45 0 40 0
#62 Paradise Motors 17 45 0 40 0
#63 Payne PreOwned McColl 17 45 0 40 0
#64 Payne Weslaco Ford 17 45 0 40 0
#65 RGValley Auto Credit 17 45 0 40 0
#66 Signature Select By Bert Ogden 17 45 0 40 0
#67 Tipton Motor Sales 17 45 0 40 0
#68 Tipton Used Car Center Brownsville 17 45 0 40 0
#69 Weslaco Automart 17 45 0 40 0

Rankings merged into this page

CDJR McAllen 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.

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