The film features the voices of Scott Bakula and Jasmine Guy, and was the directorial debut of former Disney animator Mark Dindal. It is also notable for its musical numbers, written by Randy Newman, and for Gene Kelly's contributions as choreographer. Cats Don't Dance was Kelly's final film project. The movie is dedicated to him.
One night thereafter Danny learns from the studio's mascot Mammoth that all of the other animals who came to Hollywood sharing Danny's ambitions are resigned to the supporting cast, while the humans assume central roles. Danny therefore organizes an impromptu dance session in an alley so as to remind the animals of their reason for coming to Hollywood. Here he convinces Sawyer, with some difficulty, to resume her former practice of dancing and begins to make a plan for the advancement of their positions. During this dance session, Darla Dimple hears the animals' music from afar in the studio and realizes that their talent may outstrip her own.
Taking the animals as a threat to her stardom, Darla invites Danny to her mansion and offers to call studio boss L.B. Mammoth to arrange a chance for Danny and his friends to perform for him. Danny accepts this offer openly and enlists the assistance of all the animals. Darla, rather than allow them the opportunity instead floods the sound stage, destroying a nearby press release and blaming the animals for it. The animals are summarily expelled from the studio and told that they will "never nibble kibble in Hollywood again". Defeated, Danny prepares to retrun to Kokomo, but soon changes his mind and conspires with his friend Pudge to demonstrate the animals' skill.
Danny therefore sneaks into the studio and invites all of the animals to the premiere of Darla's film. After the film's (and a fairly intense confrontation between Max and Danny atop Grauman's Chinese Theater), Danny addresses the audience, informing them that he and his friends will sing and dance as requested, Danny says, by Ms. Darla Dimple. At this, the animals perform a spectacular song and dance scene. Darla's outrageous attempts to stop them result only in enhancement to their performance and in pain to herself. The production number is a resounding success; Darla, trying to prove that she is the true star, recklessly screams at Danny through a microphone "I should have drowned you all when I flooded the stage!", exposing her activities and character. Darla is then tipped down a trap door and Max sent flying away on a balloon made to resemble her. L.B. and the director Flanagan apologize for the mistakes they have made. The animals are given starring roles from then on, creating a number of amusing parodies of classic films. After the movie poster parodies, it is revealed that Darla has lost her fame and has become a grumpy janitor.
Cats Don't Dance was released to fair reviews (it has a 67% 'fresh' rating on Rotten Tomatoes) and became a casualty of the Turner/Time Warner merger: it received a traditional theatrical release in 1997 but without fanfare and did not draw an audience, perhaps due to minimal advertising, a lack of promotional merchandise (only two book adaptations and a set of toys from Subway) and having only one theatrical trailer prepared. It was also overshadowed by the overlapping releases of Disney's Hercules and the "Star Wars" special edition. Its total domestic theatrical gross was a mere $3,566,637, making it a huge box office bomb in contrast with its $60 million production budget.
The film did win Best Animated Feature at the 1997 Annie Awards.
Despite its box-office failure, the film has a devoted cult following today, thanks to video and DVD releases and occasional TV airings on The Disney Channel and Cartoon Network.
Before the end credits of the film, many parody posters of famous movies starring the animals are shown. They include Singin' in the Rain, Casablanca, The Mask, Teenage Mutant Ninja Turtles, The Witches of Eastwick, Grumpy Old Men, Superman, Beetlejuice, Twister, Batman and Robin and Free Willy.
The film saw its first DVD release on September 2, 2002, as a bare-bones 4:3 panned DVD with virtually no bonus features. The most recent release was a re-release of the same DVD, but bundled with Quest for Camelot, which was released on May 2, 2006.
In July 2008, Cats Don't Dance was released on DVD in widescreen in Germany, Spain, and the Benelux countries.