In 2017, the joint discovery of gravitational waves and electromagnetic counterparts from a binary neutron star merger offered a detailed view of this event, with implications for cosmology, with an independent estimate of the Hubble constant. However, no new, confirmed multi-messenger detection have been made to date. My talk will focus on the enrichment of gravitational wave alerts, to increase their accuracy, and build a well characterized multi-messenger sample. It will provide a better modeling on the binary neutron star mergers, with a better estimation of the systematic errors. It will advance precision cosmology using GWs as bright sirens.