Line-review prep, private label strategy, shelf economics, and the operational details that separate brands that land on the planogram from brands that get passed over.
Margin is vanity. GMROI is the real metric — and if you walk into a line review without the math on your SKU vs. the incumbent, the buyer already knows something you don't.
Read post →ACES tells a retailer what your part fits. PIES tells them what it is. Together they decide whether your line gets catalog placement, search coverage, and shelf space — or not. A plain-English tour for founders new to the aftermarket data stack.
Read post →A buyer-ready checklist covering the six things every retail category manager is looking for before they walk into the room — and the three things that will get your line cut before you sit down.
Read post →Most automotive categories aren't a question of either/or. The real decision is where in the good-better-best ladder each program lives — and who owns the shelf position.
Read post →A dollar doesn't sound like much, but at 1.2M units across a national footprint, that dollar is the difference between a category reset and a contract renewal. Here's the math.
Read post →Walmart, AutoZone, and O'Reilly all expect different flavors of EDI. Here's what your 850s, 856s, and 810s actually need to look like — and the chargebacks waiting if they don't.
Read post →The best SKUs aren't better versions of the ones already on shelf — they're answers to questions the category manager hasn't asked yet. How to read a planogram for opportunities.
Read post →We publish category thinking for automotive retail buyers and brands. Weekly cadence, zero fluff.
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