At least one processor may ingest transaction data of a user logged into a user account of a personal financial management (PFM) system. The transaction data may include descriptions of a plurality of transactions made using an account of the user. The at least one processor may scan the descriptions to identify, for each of the plurality of transactions, text indicative of at least one data provider. The at least one processor may compare the text with known data provider information to identify at least one data provider involved with at least one of the plurality of transactions. The at least one processor may link the user account to the at least one data provider identified by the comparing. The linking may cause data processed by the at least one data provider to be processed by the PFM system.
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