how do i integrate this in every search including in client desktop?

SearchNode creates custom-built search solutions; thus, it means that SearchNodes search engineers are implementing it. The client's only task is to communicate desired ranking rules with SearchNode product manager and provide data export. The implementation usually takes about 3-6 weeks. The clients need only to implement 1 line of JS code and Voilà! We are live delivering your users' incredible search experience and driving conversions. And after that, a team of SearchNode engineers and a client starts a continuous improvement process, to make the search experience even better.