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hey there Im Fiona and Im a software engineer and Etsy search experience team and Im going to talk about search ranking today so when we generally talk about search ranking we always talk about optimizing to meet the needs of the searcher in terms of like precision and recall and things like that but I think we often forget about the ways in which were also serving the search E and by searching I mean the people who create the data that were searching across so my talk today is that approaches to ranking to create a fair system to incentivize like good citizenship when your data providers are like aware of the algorithm that you have and respond to it in competitive ways so Im going to talk about some techniques that worked at HPD but I think a lot of learnings generalized to any competitive search environment and at the top its a bit of a bit of like a philosophical talk but about how ranking fits into our company values so im going to say somewhat high level and try to cover