“No action is required from you, and there is no change to the current price of your Prime membership.”
Starting January 29, Prime members who already pay $139 a year get ads unless they pay another $2.99 a month. Amazon calls that no change to the price. It is a price increase for anyone who wants the product they bought. The default is opt-in to ads, so every member who ignores the email pays with their attention instead.