Writing
Four variables, in order
Audience, offer, creative, and conversion. Test each one before the spend is allowed to scale.
Contents
The hand is built in data. These are the four variables stumble tests, in the order they have to hold.
Audience
Find the people most likely to act, then keep refining. A broad reach number is not a target.
Offer
Make the value exchange clear enough to move now. If the offer is muddy, more traffic only makes the leak louder.
Creative
Test the message, hook, and format before scaling spend. Creative has one job: earn attention, create intent, and lower the cost of the next customer.
Conversion
Remove friction between the click, the inquiry, and the sale. A strong ad into a broken path wastes the test.