Cutting 'AI agents' from his landing page dropped Meta CPA by 70%
tyler_agg · x · 2026-10-21
A software founder recounts a customer-acquisition lesson: early on, Meta CPA was around $350 and the product demo converted well, but the site headline led with tech — "powered by AI agents trained on X, Y and Z." Talking to customers revealed that line was repelling them, because to most people "AI agents" sounds like work: managing them, learning to prompt, picking a model.
He removed the AI-agent language and changed the subheadline to "get X without Y" — press a button, get the result. That single change cut Meta CPA by 70%. He likens it to Apple selling "1,000 songs in your pocket" rather than storage specs, and cites cold-email tool ListKit ripping because it handles the painful domain work for you. The takeaway: sell the benefit, not the feature.
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