United States

• Deep Creek (Appomattox River tributary), Virginia
• Deep Creek (Great Salt Lake), Idaho and Utah
• Deep Creek (Mahantango Creek tributary), Pennsylvania
• Deep Creek (Mojave River tributary), California
• Deep Creek (Pine Creek tributary), Pennsylvania
• Deep Creek (Soque River tributary), Georgia
• Deep Creek (Texas), a tributary of the Colorado River
• Deep Creek (Washington), a tributary of the Spokane River
• Deep River (Indiana), a tributary of the Little Calumet River
• Deep River (Iowa), a minor tributary of the English River
• Deep River (North Carolina)
• Deep River (Washington), a minor tributary of the Columbia River
• Deep Voll Brook, New Jersey, also known as Deep Brook

Elsewhere

• Deep Creek (Bahamas)
• Deep Creek (Melbourne, Victoria), Australia, a tributary of the Maribyrnong River
• Deep River (Western Australia)

Films

• The Deep (unfinished film), a 1970 unfinished film directed by Orson Welles
• The Deep (1977 film), based on the novel by Peter Benchley, starring Robert Shaw, Jacqueline Bisset and Nick Nolte
• The Deep (2012 film), an Icelandic film
• The Deep (TV serial), a British drama
• The Deep (TV series), a Canadian animated series
• Deep (2005 film)
• Deep (2014 film)
• Deep (2017 film)
• Deep (2021 film), a Thai mystery film

Literature

• The Deep (Crowley novel), a 1975 short novel by John Crowley
• The Deep (Dunmore novel), a 2007 children's novel by Helen Dunmore
• "The Deep" (short story), a 1952 science fiction story by Isaac Asimov
• The Deep (novella), a 2019 fantasy story by Rivers Solomon with 3 others
• The Deep, a 1976 novel by Peter Benchley
• The Deep, a 2015 horror novel by Craig Davidson writing as Nick Cutter
• The Deep, a 1961 detective novel by Mickey Spillane
• The Deep: Here Be Dragons , graphic novels which spawned an animated series
• The Deep (Katsu novel), a 2020 horror novel by Alma Katsu

Music

Television

• The Deep (TV serial), a 2010 British television drama serial broadcast on BBC One
• The Deep (TV series), a 2015 animated series from Australia and Canada, based on the graphic novels of Tom Taylor and James Brouwer
• Siren (TV series), a 2018–2020 American TV series, titled The Deep as a TV pilot, that aired on Freeform
• "The Deep" (CSI: NY episode), a 2007 episode of the television series CSI: NY
• "The Deep" (The War Between the Land and the Sea), an episode of The War Between the Land and the Sea

Other uses in arts and entertainment

• The Deep (painting), a 1953 work by Jackson Pollock
• The Deep, an imaginary virtual reality universe in Sergei Lukyanenko's science fiction novels
• The Deep, a character in The Boys media
• Doctor Deep, the adult version of Doctor Eggman, from New Yoke City, in Sonic Prime