Data / Window stickers
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. 571 of 609 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.castlekiamchenry.com/sticker/{VIN}.pdfStatus by VIN
https://ai.castlekiamchenry.com/sticker/{VIN}.json (make, model, year, status)Per vehicle
the
window_sticker.monroney_url field in https://ai.castlekiamchenry.com/v/{VIN}.jsonMCP tool
get_window_sticker(vin)curl -o sticker.pdf https://ai.castlekiamchenry.com/sticker/JTEAAAAH8MJ005454.pdf| Vehicle | VIN | Sticker |
|---|---|---|
| 2021 Toyota Venza XLE | JTEAAAAH8MJ005454 | PDF json |
| 2025 Subaru WRX Premium | JF1VBAH67S9809238 | PDF json |
| 2021 Subaru WRX Limited | JF1VA1P65M8808361 | PDF json |
| 2024 Toyota Tacoma SR | 3TYJDAHN4RT003500 | PDF json |
| 2021 Toyota Highlander XLE | 5TDGZRBH7MS098720 | PDF json |
| 2021 Toyota RAV4 Adventure | 2T3J1RFV6MW149460 | PDF json |
| 2025 Subaru Outback Premium | 4S4BTAFC9S3302357 | PDF json |
| 2025 Subaru Outback Onyx Edition | 4S4BTALC5S3301761 | PDF json |
| 2025 Subaru Outback Premium | 4S4BTADC8S3336826 | PDF json |
| 2024 Subaru Outback Touring | 4S4BTAPC5R3140512 | PDF json |