Pick how small to go and see the new size before you download. Best for scans and photo-heavy PDFs. The pages become pictures, so their text can't be selected afterwards.
Drop a PDF here, or
Your file stays on your computer - nothing is uploaded.
The pages are redrawn as pictures, which is what makes them smaller. Text on them can't be selected or searched afterwards, and links stop working. Keep your original.