If you run the CPG side of a sales-led brand — plant-based, clean-label, premium, or conventional — your growth is decided on a four-foot shelf strip in a few thousand stores that your regional reps cannot visit every week. Everything else in the P&L is downstream of what happens there.
After working with dozens of sales and merch leaders, the same five benchmarks keep showing up on the dashboards of the brands whose distribution is actually compounding. None of them are exotic. None of them require a custom build. What separates winners from the rest is how often they look, how they define the denominator, and whether the data lands in front of the right person before the same OOS hits a third store.
Here is what we watch.
1. On-shelf availability — measured at the visit, not at the warehouse
OSA is the most quoted and most lied-about retail-execution number. Most CPG brands report an OSA pulled from a distributor report (which reports shipped units, not shelves stocked) or from a quarterly audit (which ages out in three weeks). Neither survives contact with a Tuesday morning shelf.
What the winners track:
Target: 95%+ on the SKUs in the active planogram, refreshed visit-over-visit. Anything lower is a forecast and will degrade.
2. Share-of-shelf — measured against your planogram, not last month
SOS is where the pricing, the merchandising, and the trade promo all collide on one strip. It is the only retail-execution benchmark that costs you weeks to recover when it slips — rebuild a planogram, you have to wait until the next category reset.
What the winners track:
Target: 95%+ of planogram facings, in every cluster, month-over-month.
3. Planogram compliance — the metric that decides whether SOS even means anything
You cannot report SOS honestly if the planogram your reps are comparing against is not the one in the store. Planogram compliance is the boring foundational benchmark that every winning retail-execution program tracks before they bother with anything fancy.
What the winners track:
Target: 98%+ slot compliance on the categories you actively merchandise; reset cycles inside your category's standard quarter.
4. MAP drift — caught before sell-through, not after the quarter
MAP (minimum advertised price) drift on your SKUs is one of the few retail-execution benchmarks that quietly drains margin without producing an obvious miss in the P&L. By the time a buyer catches it in a margin review, the sell-through has already eroded, and the price stickiness you built into the channel has to be repaired from scratch.
What the winners track:
Target: <1% of stores advertising under MAP on any active SKU; under-DWELL-correction in <5 business days for any flag.
5. PO turn-time — the benchmark that tells you whether execution is closed-loop
PO turn-time is the only benchmark on this list that ties retail execution to the rest of your supply chain. If your OOS recovery is measured in days but your PO turn-time is measured in weeks, you have an execution program that flags the problem and an operational program that does not fix it. The dollars spent on the flag are wasted.
What the winners track:
Target: OOS-to-PO-drafted in <8 hours; PO-drafted-to-accepted in <24 hours; PO-on-dock inside the partner's next regional delivery window.
How these benchmarks fit a real operating cadence
Five benchmarks is the right count for a weekly rhythm. Anything fewer is too thin to surface a problem before it becomes a quarter-end write-down; anything more turns the dashboard into a self-suppressing system, where every problem looks like a 0.4-point miss and none of them get a buyer-review ticket.
The cadence the brands that grow on shelf actually run:
The hardest part of running this cadence is not the instrumentation — it is keeping the data fresh every week, across stores you only visit once a quarter, without turning your reps into data-entry clerks. That is the trade we designed Shelftide around: read the shelf from the phone the rep already carries, route the restock to the partner the retailer already uses, and ship the WBR the morning of the meeting.
The brands whose distribution compounds are the ones who turned these five benchmarks from a quarterly retrospective into a weekly feedback loop. The rest report them on a slide.
— The Shelftide founders