The Snatchabook by Helen Docherty and Thomas Docherty.
In every house, in every bed, a bedtime book was being read. Then suddenly, all the animals’ story books start disappearing. Is there a book thief? And who could it be? One brave little rabbit sets out to solve the mystery.