The film is based on a one-person show that Moore originally wanted to perform in Midland Theatre in Newark, Ohio on October 7, but management of the Midland Theatre chose not to honor a rental contract.

[8][9][10] He eventually held the show at the Murphy Theatre in Wilmington, Ohio, with the movie based on a recording of that performance over two nights in October.

[15] General showings around the United States started October 19, with the announcement of digital downloads available in the near future.

[18] The Guardian wrote, "TrumpLand is a fascinating document, but undeniably awkward in presentation.

"[19][20] A critic for the WAZ commented that others would not be convinced by the film after the premiere.