Your dashboard is full.
GMV. Sold count. Watchers. Units. Fees. Refunds. Pack times. Bin counts. Someone always has another chart.
Here’s the owner problem: most of those numbers describe activity. Only a few change a Monday decision.
If a metric doesn’t help you buy, hire, cut, fix a path, or kill a format — it doesn’t belong on the weekly scorecard. It can live in a deeper report. It shouldn’t own your week.
This guide is the owner’s scorecard for live-selling businesses: five areas, the traps that fool you, and a decision principle you can run every week.
The Decision Principle
Activity tells you what happened. A problem metric tells you where it hurts. A decision metric tells you what to do next.
Weekly scorecard rule: if it doesn’t change a decision, it doesn’t belong here.
Mark every number you track as Recorded, Estimated, Unknown, or N/A. Blank is not zero. Don’t invent neatness.
1. Show Economics
Question: After the costs this show caused, what did it leave behind?
| Watch | Why It Matters | Decision It Supports |
|---|---|---|
| Show contribution $ (and %) | Leftover after COGS, fees, giveaways, labor, fulfillment, attributable refunds — not company net profit | Repeat / redesign / kill the format |
| Contribution per on-air hour | Loud nights can be expensive hours | Airtime and streamer coaching |
| Top / bottom SKUs by contribution (not only GMV) | Sold-count heroes can be thin | Buy / don’t buy; mix |
Go deeper: Your Biggest Show Isn’t Always Your Best Show · Live Show Profit Calculator
2. Inventory Health
Question: Is capital coming back — or sitting in bins?
| Watch | Why It Matters | Decision It Supports |
|---|---|---|
| Money stuck in top families (rough) | Cash you already spent | Hold / cut / move before next PO |
| Turns gut-check on heroes + cousins | Fast on camera, slow on shelf | Restock depth |
| Physical vs available-to-sell gaps | Oversell and cancels | Count / put-away / stop selling blind |
Go deeper: Your Best Seller Might Be Your Worst Inventory Decision · Sold Out on Camera. Still Somewhere in the Warehouse.
3. Fulfillment Flow
Question: Is work moving — or is everyone just busy?
| Watch | Why It Matters | Decision It Supports |
|---|---|---|
| Waiting work between stations (count or age) | Busy ≠ moving | Reassign; fix handoff |
| Deadline / cutoff risk | Missed scans and late ships | Same-day priorities |
| Follow-one-order clock time vs active time (sample) | Thrash vs true shortage | Hire vs fix path |
Go deeper: Before You Hire Another Packer, Follow One Order · Warehouse Manager Guide · Warehouse Staffing Calculator
4. Accuracy And Customer Impact
Question: Where do defects and refunds actually start?
| Watch | Why It Matters | Decision It Supports |
|---|---|---|
| Refund / defect cases by cause bucket (confirmed vs suspected) | Rate alone can’t tell you what to fix | Attack the right pile |
| Short-pack / wrong-item share of tickets | Floor process vs claims your records can’t support | Count-before-seal vs evidence habits |
| Rework hours on tickets (rough) | Refund $ is not the only cost | Process vs support templates |
Go deeper: Your Refund Rate Is a Symptom. Find the Leak. · The Refund Started Before the Customer Opened the Box · Refund & Rework Cost Calculator
5. Team And Management Rhythm
Question: Does the week have a cadence — or only firefighting?
| Watch | Why It Matters | Decision It Supports |
|---|---|---|
| Huddle happened? Priorities named? (Y/N) | Rhythm beats heroics | Manager support |
| Oldest exception age | Piles that run on memory | Owner + next step |
| One weekly path fix completed (Y/N) | Improvement or noise | Keep or change the fix habit |
Go deeper: Warehouse Manager Guide · Your Warehouse Shouldn’t Run on Memory.
The numbers that look important — but can fool you
- GMV / sold count — activity. Can rise while contribution falls.
- Watcher count / chat energy — attention. Not leftover money.
- Units per hour without complexity — a bundle-heavy hour is not a single-SKU hour.
- “Refund rate” alone — a symptom. Doesn’t name the leak.
- Label printed = shipped — not the same as scanned on the platform’s clock.
- Inventory “on hand” without available-to-sell — the sheet can lie while the aisle is empty (or full of unpickable stock).
- Everyone looks busy — waiting and searching wear the same face as packing.
How To Run The Weekly Scorecard
- Pick five numbers — one from an area that hurt lately, not forty from every dashboard.
- Mark each Recorded / Estimated / Unknown / N/A.
- For each: what decision does this change this week? If none, drop it.
- Write one action (buy, hold, hire, fix path, kill format, attack refund bucket).
- Revisit next Monday. Same five until the decision changes.
Fill it in on screen: the Owner Metrics Scorecard — educational, no score out of a hundred, no invented red/amber/green thresholds.
Bottom Line
Growth that only adds dashboard noise is just busier.
Watch the numbers that change Monday. Make every show — and every week — worth the work.
Part of SaleTrail Campus: practical guides for Whatnot and TikTok Shop sellers.
Open The Owner Metrics Scorecard
An interactive page for working through the five areas, marking each figure as recorded, estimated, unknown or not applicable.
Open The Printable WorksheetPut the week on one page.
A blank weekly workbook across the five areas: show economics, inventory health, fulfillment flow, accuracy, and team rhythm.
- One blank page per area, with a source column (Recorded / Estimated / Unknown / N/A)
- A page for choosing the few figures that change a decision
- A short page on reading your own numbers without fooling yourself
- No score, no target range, no benchmark
Blank workbook only. It sets no score, no target range and no benchmark. You record your own figures and compare against your own previous weeks.
Email required. The guide and the on-screen scorecard stay open to everyone.