Dataset

Window stickers

The factory Monroney (window sticker) for each vehicle, fetched live from the OEM by VIN and served as a PDF from this domain. 22 of 488 vehicles have an OEM Monroney source; a small number of VINs may return a not-available response if the OEM publishes none.

How to query this dataset
PDF by VIN
https://ai.castlevwcars.com/sticker/{VIN}.pdf
Status by VIN
https://ai.castlevwcars.com/sticker/{VIN}.json (make, model, year, status)
Per vehicle
the window_sticker.monroney_url field in https://ai.castlevwcars.com/v/{VIN}.json
MCP tool
get_window_sticker(vin)
curl
curl -o sticker.pdf https://ai.castlevwcars.com/sticker/1FMCU0GXXEUB31131.pdf
VehicleVINSticker
2014 Ford Escape SE1FMCU0GXXEUB31131PDF json
2016 Kia Forte LXKNAFK4A66G5610591PDF json
2015 Kia Optima EX5XXGN4A72FG377505PDF json
2019 Subaru WRX LimitedJF1VA1P68K8819724PDF json
2019 Hyundai Tucson SportKM8J3CAL0KU968757PDF json
2020 Lexus NX NX 300 F SPORTJTJSARDZXL5005925PDF json
2021 Nissan Rogue PlatinumJN8AT3DD1MW311213PDF json
2008 Buick LaCrosse CXL2G4WD582981347260PDF json
2019 Chevrolet Blazer RS3GNKBJRS6KS689378PDF json
2023 Toyota RAV4 LE2T3F1RFV6PC359701PDF json

Prices checked against inventory data from .