Zillow’s knowledge graph turns messy real‑estate data into searchable, context‑rich listings
Zillow built a knowledge graph that stitches together listings, neighborhoods, schools and other home data into a unified network. The graph lets them normalize vocabularies, enrich unstructured text and power search features that surface more relevant homes. The post walks through ontology design, extraction pipelines and real‑world product use cases.