Shah, an MLA from Narnapura in Ahmedabad, will arrive tomorrow morning, while Kovind would land at the city airport in the evening, said a state BJP release.
Kovind will be given a grand welcome by BJP leaders upon his arrival. Shah would receive Kovind at the airport, said the release.
Both would then hold a meeting with BJP MLAs at 'Swarnim Sankul' (state secretariat) in Gandhinagar before leaving for New Delhi, it said.
The opposition's presidential nominee, Meira Kumar, had visited Gujarat on June 22 to launch her election campaign from Mahatma Gandhi's Sabarmati Ashram.
The electoral college for presidential poll comprises all elected MPs and MLAs.