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Installed Options and Cab & Bed Type filters no always accuate

Sometimes when searching by installed options or the cab & bed type filters, trucks/cars are excluded or included when they shouldn’t be, and you have to reference the window sticker or dealer website to confirm. Was searching trucks with certain packages; some that show up on other sites do not populate on Visor. Same issue with cab & bed type, some are labeled incorrectly as short box but are standard box when compared to their window sticker.

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  • Jordan Copeland

    •

    Jul 24, 2025

    Hi @Cole Smith I am seeing it quite a bit on Chevy 1500 and GMC 1500

  • Cole Smith

    Team•

    Jul 23, 2025

    Hey @Jordan Copeland - Thanks for this feedback! Right now, installed options are not entirely deterministic. Overall, we’ve found that the accuracy is very good in its current state, but certain makes and models suffer more than others.

    We are currently putting a ton of effort into certifying the accuracy of more listings directly from window stickers. In the near future, you may see a “Window Sticker verified” badge on a listing to indicate that we have made sure that the specifications are 100% accurate.

    Is there a certain make/model that you found to have significant inaccuracies?