Politico and the Washington Post quoted Priebus’s lawyer William Burck as saying the interview with members of Special Counsel Robert Mueller’s team was voluntary.
“He was happy to answer all of their questions,” Burck said.
Priebus himself did not comment but Politico said he had been preparing for several weeks for the interview.
Trump has not been accused of any wrongdoing, but Mueller’s team has shown interest in the president’s firing of former FBI director James Comey over his Russia probe, according to the reports.
Other areas of interest are reportedly Trump’s eldest son’s meeting with a Kremlin-linked lawyer during the campaign and Trump’s meetings at the White House with Russian officials.
Priebus participated in meetings where Comey’s firing was discussed and played a key role in the White House as well as during the campaign as head of the Republican National Committee.