Practical perspectives on retail analytics, shelf execution, and data strategy for consumer goods teams.
The companion piece to the warning signs: the actual six-step method — data, thresholds, the four verdicts, and the shelf translation that makes cuts stick.
Read moreWhen your shelf share and market share disagree, one of them is telling you what to do next. The four quadrants and the move each one calls for.
Read moreYour distributor's sell-through file is the closest thing to POS you'll get in many channels — if you ask for the right fields, at the right grain, on a schedule.
Read moreThe four calculations that settle most retail arguments — margin vs markup, contribution, GMROI, and velocity per point of distribution — with the honest reasons each one gets misused.
Read moreStores that should carry your product and don't are growth with no new buyer meeting, no slotting fee, and no launch risk. How to find voids, rank them by value, and close them.
Read moreAn empty facing doesn't file a complaint — it just sells nothing, quietly teaches your shopper a substitute, and vanishes from every report that averages by month.
Read moreA store audit that takes thirty minutes doesn't scale, and one that captures opinions doesn't inform. The eight-minute structure that makes field data worth analyzing.
Read moreYour invoices say one thing, the register says another, and the difference is inventory sitting somewhere between you and the shopper. How to read the gap and what it pays to fix.
Read moreLow-velocity SKUs don't just sit on shelves — they actively push out higher-performing products. Learn the warning signs that your portfolio needs rationalization.
Read moreSyndicated data shows market trends. Store-level data shows what's actually happening on your shelves. Here's why the distinction matters for execution teams.
Read moreMost brands accept two-thirds compliance as normal. But every point below 100% is lost revenue. We break down the real cost of imperfect execution.
Read moreYou don't need a $500K analytics platform to make data-driven decisions. Here's how mid-market brands are closing the intelligence gap with the right partner.
Read moreLong onboarding cycles kill momentum. Our 30-day Retail Health Check delivers dashboards, baselines, and growth opportunities before you commit to a full engagement.
Read moreWe map your data sources, build your first live dashboards, establish KPI baselines, and deliver 3–5 specific growth opportunities backed by your own data.
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