This document provides guidance for city mayors and administrators on embracing citizen-driven innovation to address urban challenges through a collaborative approach known as Living Labs. It outlines the concept of Living Labs, which engage citizens and stakeholders in the co-creation of new services and solutions. The guidebook then walks through the main steps for launching citizen-driven innovation initiatives, from getting started and building a strategy to co-designing solutions, ensuring sustainability, and joining forces with other cities.