Amazon’s rules changed—and that’s good news if you know how to play the new game. We sat down with Neil Twak, co-founder of Voltage Holdings and Cayman Data, to unpack why algorithm shifts have compressed launch windows to roughly 30 days, how structured data now acts like a prompt into Amazon’s Cosmo engine, and why intent beats keywords for ranking and profitable growth. Neil makes a clear case for relaunching weak ASINs over reviving old reviews, and he explains how to train the algorithm with PPC while optimizing for tacos, not ACOS.

We dig into pricing strategy and brand defensibility in a world of rising fees and policy risk. The winning move is to build in tier two and tier three price bands—$50 to $500—protect at least $12 per-unit profit, target 40 percent ROI, and turn inventory four times a year. That math lets you buy customers aggressively while maintaining healthy margins. Neil also maps a practical channel sequence: capture demand first on Amazon, Walmart, and TikTok Shop, then graduate to Shopify demand creation when your numbers justify the lift. You’ll hear why TikTok’s GMV Max ads preview Amazon’s future, and how display and DSP can send qualified traffic to your DTC store without breaking terms.

Data is the moat. Neil pulls back the curtain on Cayman Data’s intelligence engine that identifies the small set of customer needs driving most of Amazon’s revenue and greenlights product plays that slot into real demand. The big mindset shift: adopt portfolio thinking, validate fast with structured data and lean bundles, then double down only on the SKUs the market proves. If you’re stuck in mid six to low seven figures, the unlock is moving from micro-ops to CEO mode—deploy capital faster, tighten cash cycles, and manage by tacos, ROI, and inventory turns.

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