NoSQL

NoSQL databases are used by most of the new web startups.
MongoDB, Cassandra, CouchDB fulfill startup database needs.
But the reality is that in most cases an hybrid architecture would be better. A relational database like MySQL is a strong guaranty for some part of the data.