An official Brazilian plane landed in Orlando, Florida late on Friday, flight tracking website FlightAware showed.
Although Mr Bolsonaro's destination has not been officially confirmed, his security staff were already in place in Florida.
He may also face legal risks from remaining in Brazil as his presidential immunity expires when Mr Lula takes office.
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