If your data changes a lot, try REINDEX and VACUUM ANALYZE on the tables involved and then test and check if the query planner still wants to do seq scan.

We have a couple of rather large tables with a lot of changes, where is’s needed regularly to ensure the query planner makes the best possible plans.