What to try first
Work backward from the goal as well as forward from the starting word. Think of a valid word one move from POOP, then see whether you can connect that word to the beginning in fewer moves.
Poople
Change one letter at a time to turn the starting word into POOP, using a valid word at every step.
The game loads from its creator’s site.