Have a look at the Pinout guides, and you should get in the habit of reading datasheets. They usually will have reference designs for the power delivery (pins like vcc, vsys, etc). Also most gpio pins will have multiple functions depending on the use case, and some pins may have more or different features. Sounds like with your particular setup, you'll just need basic digital pins, but if you wanted to add features like RGB backlights or an analog input of some kind like for volume control, you may need to take advantage of either a high speed data pin (for the LEDs) or an ADC pin for the analog sensing.
https://datasheets.raspberrypi.com/pico/Pico-R3-A4-Pinout.pdf
