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. 387 of 558 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.terryautogroup.com/sticker/{VIN}.pdf
Status by VIN
https://ai.terryautogroup.com/sticker/{VIN}.json (make, model, year, status)
Per vehicle
the window_sticker.monroney_url field in https://ai.terryautogroup.com/v/{VIN}.json
MCP tool
get_window_sticker(vin)
curl
curl -o sticker.pdf https://ai.terryautogroup.com/sticker/KMHRC8A32LU039204.pdf
VehicleVINSticker
2020 Hyundai Venue DenimKMHRC8A32LU039204PDF json
2017 Toyota Corolla LE5YFBURHE5HP714709PDF json
2011 Toyota Sienna LE Mobility Auto Access5TDKK3DC0BS133544PDF json
2023 Nissan Murano SL5N1AZ2CS2PC131518PDF json
2022 Lincoln Corsair Reserve5LMCJ2DH9NUL05396PDF json
2008 Kia Spectra EXKNAFE121885557578PDF json
2019 Subaru WRX STiJF1VA2R69K9802234PDF json
2022 Toyota Corolla LEJTDEPMAE8N3016827PDF json
2024 Subaru Crosstrek Sport4S4GUHF6XR3703464PDF json
2025 Subaru Outback Limited4S4BTANCXS3153572PDF json

Prices checked against inventory data from .