To give a push / To give a boost / To encourage
Literally 'to give a push'. Figuratively means giving someone the encouragement or help they need to get started or move forward.
Sometimes you just need someone to give you a push.
He gave her the boost she needed to take the leap.
—Why did you try it? —Because a friend gave me a push.