Methods for enriching the searchability of a transaction are provided. Methods may include receiving a raw transactional data feed at a preference rules engine. The raw transactional data feed may be associated with a transaction. Methods may include transmitting a request, from the preference rules engine to a data warehouse, for enriched transaction detail associated with a transaction identification number. The transaction identification number may be associated with the transaction. The request may include the transaction identification number. Methods may include receiving, at the preference rules engine, the transaction identification number with enriched transaction detail from the data warehouse. Methods may include appending, at the preference rules engine, the enriched transaction detail to the raw transactional data feed, thereby creating a revised transaction. Methods may include transmitting the revised transaction to a database. Methods may include transmitting the revised transaction from the database to a secondary database.