Yes. Even where there was no arrest and no charges, repeated police responses for domestic violence can affect a custody case. Judges look at patterns.
Common defenses include the absence of any injuries, the absence of charges, and the timing of the reports relative to a custody battle.
Gather the reports early. Responding to a narrative you have not read is far harder than correcting one you have.