On marketing: testing hooks before ad spend

Before ads, we posted five tweet hooks about the same offer—problem-first, outcome-first, contrarian, story, question. Organic engagement picked a winner. That hook became ad primary text and landing hero. Saved budget on creative that would have flopped. Social is a cheap copy lab if you treat replies as data. Don't guess headlines in an ads manager. Test in public first.