Test one meaningful variable
When the audience, offer, format and message all change at once, the result cannot teach the next decision. Build test families around a clear hypothesis.
Keep distinctive assets stable
Typography, colour, tone and recurring visual devices help audiences connect separate impressions. Experiment inside the system instead of rebuilding the identity every week.
Read commercial signals together
A low-cost click can still be expensive if the landing journey attracts the wrong intent. Evaluate creative with lead quality, conversion and customer context.
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