The diffuser turns the oracle’s marking (often a phase flip) into a change in amplitudes. That amplitude change is what increases the probability of measuring the marked result.
Diffuser (Grover)
The “inversion about the mean” operation used in Grover’s algorithm to amplify the marked state’s amplitude.