BJP general secretary Bhupender Yadav said this would be the second meeting of all party chief ministers with PM Modi since he came to power in 2014.
A similar exercise was held last August.
With the next set of assembly elections due later this year and PM Modi and Shah already toning up the organisational machinery for the 2019 Lok Sabha polls, they are keen to ensure that their governance agenda continue to be part of the public discourse and not be overshadowed by other factors.
Only recently in his address to party leaders in the BJP national executive meet, PM Modi had spoken about the need for India to take a "long jump" to make rapid progress while Shah had asserted that the saffron party was yet to reach it peak.
All the BJP chief ministers along with their counterparts from other states will be in the national capital on Sunday to take part in the Niti Aayog meeting.