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. 227 of 237 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.prestonhood.agentreadydealer.com/sticker/{VIN}.pdf
Status by VIN
https://ai.prestonhood.agentreadydealer.com/sticker/{VIN}.json (make, model, year, status)
Per vehicle
the window_sticker.monroney_url field in https://ai.prestonhood.agentreadydealer.com/v/{VIN}.json
MCP tool
get_window_sticker(vin)
curl
curl -o sticker.pdf https://ai.prestonhood.agentreadydealer.com/sticker/3N1CN7AP8FL811773.pdf
VehicleVINSticker
2015 Nissan Versa SV3N1CN7AP8FL811773PDF json
2021 Chevrolet Equinox LT3GNAXKEV1MS121691PDF json
2026 Chevrolet Trax 2RSKL77LJEP6TC251610PDF json
2026 Chevrolet Trax ACTIVKL77LKEP6TC241746PDF json
2026 Chevrolet Trax 2RSKL77LJEP2TC266881PDF json
2027 Chevrolet Equinox RS3GNARLEG0VL184133PDF json
2022 Nissan Altima SL FWD1N4BL4EV7NN409625PDF json
2019 Chevrolet Trax LT3GNCJLSB3KL157139PDF json
2020 Nissan Rogue Sport SV FWD Xtronic CVTJN1BJ1CV1LW544059PDF json
2017 Jeep New Compass Latitude FWD3C4NJCBB4HT694032PDF json

Prices checked against inventory data from .