NoSQL databases (MongoDB, Cassandra, DynamoDB) store flexible schemas—key–value, document, column, graph—ideal for heterogeneous scraped data. ETL flow:
Extract pages via Proxied rotating proxies.
Parse into JSON documents.
Insert straight into a NoSQL collection without rigid columns.
This agility speeds iteration when target sites change layout or add new fields.