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. 842 of 858 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.charlieobaugh.com/sticker/{VIN}.pdfStatus by VIN
https://ai.charlieobaugh.com/sticker/{VIN}.json (make, model, year, status)Per vehicle
the
window_sticker.monroney_url field in https://ai.charlieobaugh.com/v/{VIN}.jsonMCP tool
get_window_sticker(vin)curl -o sticker.pdf https://ai.charlieobaugh.com/sticker/JF2SKANC8PH544139.pdf| Vehicle | VIN | Sticker |
|---|---|---|
| 2023 Subaru Forester Limited | JF2SKANC8PH544139 | PDF json |
| 2018 Subaru Forester 2.5i Premium | JF2SJAGC5JH564548 | PDF json |
| 2025 Hyundai Elantra SEL Convenience | KMHLS4DG3SU941424 | PDF json |
| 2023 Buick Encore GX Essence | KL4MMGSL5PB005726 | PDF json |
| 2020 Toyota 4Runner Base Grade | JTEBU5JR5L5773122 | PDF json |
| 2024 Subaru Impreza 2.5RS | JF1GUHJC4R8333770 | PDF json |
| 2022 Hyundai Palisade Limited | KM8R54HE2NU388618 | PDF json |
| 2024 Subaru WRX Premium | JF1VBAH64R9801253 | PDF json |
| 2024 Kia EV9 GT-Line | KNDAEFS52R6034632 | PDF json |
| 2026 Kia Carnival SX Prestige | KNDNE5K31T6582980 | PDF json |