Paltrow /ˈpɑːltroʊ/ is a surname. Notable people with the surname include:
- Bruce Weigert Paltrow (1943–2002) American actor
- Gwyneth Paltrow (born 1972) American actress
- Jake Paltrow (born 1975) American film director
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