Zanatta is a surname. Notable people with the surname include:
- Dario Zanatta, Canadian soccer player
- Gustavo Zanatta, Mexican politician
- Ivano Zanatta, Canadian ice hockey coach
- Luca Zanatta, Italian ice hockey player
- Marino Zanatta, Italian basketball player
- Michela Zanatta, Italian runner
- Néstor Zanatta, Argentine footballer
- Sergio Zanatta, Canadian soccer player
- Stefano Zanatta, Italian cyclist
