disclaimer : I’m not an expert in Sphinx Boosting words One feature that Sphinx is missing , but it’s found in Solr/Lucene is word boosting – a.k.a you want some words which if are found, the document gets a weight boost . in Solr/Lucene you can define this by using ^ operator , like word^x [...]