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Field guide · updated 2026-10-26

Spreadsheet Kakobuy: read the row, not the title

A spreadsheet is only as good as the four decisions it helps you make: which shelf, which variant, which evidence, which parcel. This page walks all four, then explains every column you will meet in 307 rows.

Written from 48 QC sets and a catalogue that gets re-checked weekly. Open the current index to follow along with real rows.

Four steps from shelf to priced parcel

Pick a shelf, not a keyword

Keyword search only works if you and the seller use the same words. A shelf does not care about vocabulary: open shoes, sort by price, and scan forty rows. That is usually faster than guessing whether the listing says "trainers", "sneakers" or "casual shoes".

Rule: three words or fewer in the search box. More words means fewer results, not better ones.

Open the row and read the variants

A row is a pointer, not a product. The product page holds the real information: which colours exist, which sizes are purchasable, and whether the seller has restocked since the snapshot. If the size you want is greyed out, the row is useless to you regardless of price.

Trap: a row priced at $19 that only has size 45 left is not a $19 find.

Check the evidence, not the description

Look for a QC set, a tape measure, and a seller with history. If none exists, ask the agent for photos before approving the parcel — this is the only moment where a rejection costs domestic freight instead of international freight.

Trap: "with QC photos" in a site title usually means a minority of rows, not all of them.

Price the parcel before you price the item

Two $30 items can differ by $20 in freight once weight and volume are counted. Run the estimator with the packed dimensions, then decide whether the find is still a find. This is the step almost nobody does, and the one that changes the total most.

Rule: if freight is more than 25% of the goods value, reconsider the item, the line, or the quantity.

What each column is really telling you

Eight columns, eight ways to be misled: the image hides material, the title is marketing, the price is a snapshot, the SPU is the only stable key, the options decide the real cost, the QC flag says whether evidence exists, the category hides miscategorised rows, and the weight never includes volume.

Eight columns, eight ways to be misled. This is the anatomy of a row, in the order it should be read.

Column
What it holds
Read it for
Where it lies
Image
Seller photo, usually of a sample
Read for: Is it the same batch as the QC set?
Trap: Studio lighting hides material quality
Title
Seller-written, keyword stuffed
Read for: Do two words describe the item?
Trap: Titles are marketing, not specification
Price (CNY/USD)
Item price only, no freight
Read for: Is the USD figure the seller’s or a conversion?
Trap: A 3% conversion spread is common
SPU number
Stable seller-side identifier
Read for: Does it match the URL?
Trap: Titles change; SPUs do not
Category
Shelf assignment
Read for: Is it in the shelf you expected?
Trap: Miscategorised rows hide from shelf filters
Options
Colours, sizes, bundles
Read for: Are the options you want purchasable?
Trap: Cheapest option is often the worst one
QC flag
Whether a photo set exists
Read for: Is the set complete or one angle?
Trap: Partial sets are worse than none — they imply coverage
Weight
Estimated shipping weight
Read for: Does the estimate match the category norm?
Trap: Volumetric weight is not in this column

Three traps that turn a $19 find into a $45 mistake

  1. The variant trap. The cheap price belongs to the worst colourway or an unsellable size. Always confirm the option you want before you celebrate the price.
  2. The volumetric trap. That $19 puffer bills at 3–4 kg because it is mostly air. The item is cheap; the parcel is not.
  3. The snapshot trap. The row says $19 because it was $19 three weeks ago. The product page is the only price that exists.
A row that survives all three traps is what we call a "clean row". Most rows in a random spreadsheet are not.

Two rows that survive the traps

Both resolve, both have purchasable options, both sit inside the normal price band for their shelf.

Where to go next

Ready to practise on real rows? The index is open, no account needed.
Open spreadsheet

Row-reading questions

What does a spreadsheet Kakobuy row actually contain?

At minimum: an image, a title, a price and a link. Good rows add the SPU number, the category, the option set and a QC flag. Everything else — freight, customs, seller history — is what separates a usable index from a list of links.

Why is my row cheaper on the sheet than on the product page?

Because the sheet is a snapshot and the product page is live. Sellers change prices, remove options and swap batches. The sheet tells you the row exists; the product page tells you what it costs right now.

How do I read the CNY to USD conversion in a row?

Treat it as an estimate, not a rate. A row showing $19.40 for ¥138 implies roughly 7.1 CNY per USD; the platform will add its own conversion and any card fee at payment. Budget 2–4% above the sheet number.

What if a row has no QC flag at all?

Assume no QC set exists. Ask the agent for photos when the item reaches the warehouse, and expect a small fee. Never approve a parcel on the assumption that photos will appear later.

Should I use the sheet or the site search?

Site search when you know the item or the SPU; the sheet when you are browsing. They read the same snapshot here, which is why a result is a row you can open — not a link that may already be dead.

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Open the Kakobuy spreadsheet