A preapproval does not have one universal expiration date. Credit reports, income documents, bank statements, and program rules all have freshness requirements, and your finances can change.
If your search lasts more than a few weeks, update your lender before making an offer. New debt, job changes, large deposits, or lower assets can affect the result.