They can be found outside of the cell membrane.

Both gram-positive and gram-negative cell walls have peptidoglycan

The cell wall of gram-positive bacteria is more complex than that of gram-negative bacteria.

The gram-negative bacterial cell wall has an outer membrane outside of the peptidoglycan layers.