Completion search is an important component of the editing workflow on wikidata. We should collect comments and recommendations of the community to optimize the current ranking algorithm.
The recommendation are currently collected in this page: https://www.wikidata.org/wiki/Wikidata:Suggester_ranking_input
See also T193701 for how the various signals were optimized last time.