
POV Beauty's performance scaled with volume, not intent. Holding revenue flat took thousands of sends a month, and the trend was already softening. List-based targeting reached shoppers with no purchase signal, discounting did the conversion work, and list fatigue capped how far the program could be pushed.
1 email = 100,000 customers












Agent reasoningshopper 1
Agent reasoningshopper 2From launch, Relvino's cart-abandonment series sent 2X fewer emails than the brand's prior monthly volume while holding a comparable revenue run rate, without increasing any offers. The reduction came from targeting, not throttling: instead of emailing every customer, agents identified the high-priority targets and calculated a probability of conversion for each, contacting only the customers worth contacting.
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