Most guides to the sugargoo spreadsheet treat shopping as free time. It is not. Every hour spent on the sheet is an hour not spent on something else. This guide reframes shopping as a time-resource problem and gives you a framework for maximizing return per hour.
The cost-per-hour reframe
Every hour you spend shopping has an implicit cost: whatever else you would have done with that time. Some hours produce a shipped parcel of items you wear for years — extremely high ROI. Some hours produce a screenshot folder you never open again — extremely low ROI. The framework separates the two.
The four shopping activities ranked by ROI
Highest ROI: QC review of shortlisted items
Time spent inspecting QC photos of items you have already shortlisted directly prevents reject-rate regressions and 30-day retire cycles. Every minute here has near-linear payback. Prioritize.
High ROI: seller research on candidates
Reading community threads about specific sellers on your shortlist compounds — you build a mental model of factory-level quality that saves you decisions later. Second highest ROI activity.
Moderate ROI: discovery browsing in green-tier categories
Casual browsing of categories where you buy regularly surfaces occasional useful additions. Diminishing returns fast — after 20 minutes per session, ROI drops sharply.
Low ROI: discovery browsing in categories you never buy from
Scrolling shoes when you never buy shoes is entertainment, not shopping. Time cost is real; return is zero.
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The weekly hour budget
- Active shoppers (4+ parcels/year): 90 minutes per week.
- Regular shoppers (2-3 parcels/year): 45 minutes per week.
- Restockers (1 parcel/year): 15 minutes per week.
- Grail chasers: hour spent when a specific item is on shortlist; zero otherwise.
Any hour count above these ranges is over-engagement.
The four-week audit
Set a timer for the next four weekly sessions and track:
- Minutes spent browsing.
- Minutes spent on QC review.
- Items shortlisted.
- Items eventually shipped.
- Items in rotation after 30 days.
After four weeks, compute:
- Browse-to-cart ratio: shortlisted ÷ browsed minutes. Above 1 item per 10 minutes is healthy.
- Cart-to-ship ratio: shipped ÷ shortlisted. Above 40% is healthy.
- Ship-to-worn ratio: in-rotation ÷ shipped. Above 70% is healthy.
Any ratio below the threshold flags where your time is being wasted.
How to cut low-ROI time
Three specific cuts:
- Category focus. Only browse categories you actually buy from. Ignore the rest.
- Timer discipline. Hard 20-minute discovery cap per session.
- QC-first ordering. If time is short, skip discovery and spend the hour on QC of your existing shortlist.
The weekly schedule that maximizes ROI
Sunday morning, 90 minutes total, structured:
- 0-20 minutes: discovery in your active categories.
- 20-60 minutes: QC review of shortlist survivors.
- 60-75 minutes: seller research on any new-to-you factory.
- 75-90 minutes: cart submission, parcel decisions, coupon check.
Every minute has a job. Hour cost matches parcel outcome.
Signs of over-engagement
- Checking the sheet daily.
- Screenshot folder over 200 items.
- Cart-to-ship ratio under 20%.
- Time on sheet exceeds time worn.
Any two of these together means you are treating shopping as entertainment. Reset with a week off.
The compound of disciplined hours
A buyer who spends 90 minutes per week disciplined ships as many parcels per year as a buyer who spends 5 unstructured hours per week. Same output, less time spent. The delta becomes 200+ hours per year — enough to learn a language, read 30 books, or actually wear the items you own.
Related reading
Match the framework to your archetype (see the anti-patterns guide) and time your ships with the 2-parcel-per-quarter framework.
Return to our sugargoo Spreadsheet homepage for the full library of guides and the latest sheets.
Frequently asked questions
Why cost-per-hour rather than cost-per-item?
Because time is the scarce resource. Item cost varies by taste. Time spent shopping ends up displacing everything else in your calendar. The right frame optimizes for time first, cost second.
What is a realistic hour budget for shopping?
One to two hours per week for active shoppers. Half an hour per week for restockers. Anything over three hours is over-engagement and starts producing worse decisions from decision fatigue.
Is browsing the sheet without buying wasted time?
Not entirely, but nearly. Discovery browsing has diminishing returns fast. After 20 minutes per session, additional browsing rarely surfaces anything actionable.
What is the highest-ROI shopping activity?
QC review of shortlisted items. Every minute spent here directly correlates with lower reject rates and higher 30-day wear frequency. Prioritize QC time above browsing time.
How do I audit my own shopping hours?
Set a timer for the next four weekly sessions. Track: minutes spent, items shortlisted, items shipped, items in rotation after 30 days. The ratio tells you what to cut and what to double down on.
What is a red-flag hour count?
Over 5 hours per week. At that point browsing has become entertainment, not shopping. Cut back to two structured hours.
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