What actually changed with AI-generated ad creative
Generation speed improved enormously. The bottleneck moved, it didn't disappear.
AI tools have genuinely cut the time to produce a first-draft ad variant from hours to minutes — a real increase in testing capacity within the same media budget.
What hasn't changed is knowing which audience, message, and funnel stage a given variant is meant to serve. Generating variants faster without that hypothesis just produces more untested noise, faster.
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