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. 840 of 862 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://www.charlieobaugh.com/ai/sticker/{VIN}.pdfStatus by VIN
https://www.charlieobaugh.com/ai/sticker/{VIN}.json (make, model, year, status)Per vehicle
the
window_sticker.monroney_url field in https://www.charlieobaugh.com/ai/v/{VIN}.jsonMCP tool
get_window_sticker(vin)curl -o sticker.pdf https://www.charlieobaugh.com/ai/sticker/KNDCT3LE6P5039363.pdf| Vehicle | VIN | Sticker |
|---|---|---|
| 2023 Kia Niro SX Touring | KNDCT3LE6P5039363 | PDF json |
| 2008 Hyundai Elantra GLS | KMHDU46D58U549541 | PDF json |
| 2023 Kia Sportage X-Pro Prestige | 5XYK7CAF3PG133641 | PDF json |
| 2023 Chevrolet TrailBlazer ACTIV | KL79MSSL3PB082719 | PDF json |
| 2022 Mitsubishi Eclipse Cross LE | JA4ATVAA1NZ012543 | PDF json |
| 2015 Subaru Forester 2.5i Premium | JF2SJADC0FH433555 | PDF json |
| 2023 Subaru Forester Limited | JF2SKANC8PH544139 | PDF json |
| 2025 Hyundai Elantra SEL Convenience | KMHLS4DG3SU941424 | PDF json |
| 2023 Buick Encore GX Essence | KL4MMGSL5PB005726 | PDF json |
| 2024 Subaru Impreza 2.5RS | JF1GUHJC4R8333770 | PDF json |