Field notes from the founders
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November 8, 2026Meta, Google, GA4 and Triple Whale each mark their own homework, and tracking adds a second layer of disagreement. Why your numbers will never match Shopify, what that does to your real cost per new customer, and how to stop it paralysing the team.November 8, 2026Every ecommerce analytics tool now has an agent, Polar included. A fair look at what Polar does well, the alternatives worth comparing, and the question that matters more than features: who decides what your team should be asking?November 4, 2026ZyG has raised $118m to run D2C growth for you. Signal over Noise works inside the stack you already own. Which one fits your brand?July 14, 2026The AI dump in Slack is the fifty-slide deck reborn — a context-free monologue nobody reads. Why AI is still single-player, and what multiplayer AI looks like for a D2C team.Julian Aylward · Co-Founder / Chief Data OfficerJune 25, 2026Models don't fix bad inputs, they launder them. Why the frontier has moved from the cleverest prompt to the right, structured context — and what that means for a consumer brand.Julian Aylward · Co-Founder / Chief Data OfficerJune 22, 2026AI didn't dissolve the silos between tools — it quietly rebuilt them between people, invisible inside private chat threads. The pillar post of the series.Julian Aylward · Co-Founder / Chief Data Officer