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cscnstormIndependent field notes

Seven questions before save

CNStorm Spreadsheet Checklist Before Saving a Find

A row does not need to answer everything. It does need enough relevant detail to justify the next click.

Reviewed by cnstormUpdated August 1, 2026

Quick answer

Count evidence, not enthusiasm

Give one point for each check the row genuinely passes. Six or seven points makes it a strong shortlist candidate; four or five means research more; three or fewer means the row is probably creating more uncertainty than value.

The working checklist

Seven points to check

  • The title, thumbnail, and destination should describe the same product family.

  • Useful angles depend on the category; one flattering overview is rarely enough.

  • A size label without a method or measurements is weak evidence.

  • Judge price only after comparing the visible details, options, and omissions.

  • Consider the item, packaging, and uncertainty in any early estimate.

  • Descriptive information should carry more weight than popularity language.

  • State the reason in one sentence. If you cannot, the row is not ready.

Score your row

What the total means

A score guides the next action. It is not a product rating, seller review, or guarantee.

6–7Strong shortlist candidate
4–5Research more
2–3Weak row
0–1Remove for now

QC should answer the category

QC photos by product type

A photo set is useful only when it helps resolve the exact uncertainty you have.

Shoes and sneakers

Look for both sides, toe shape, heel, sole, tongue, labels, stitching, and a size reference where available. Check that every view appears to show the same pair.

Clothing

Look for front and back, seams, collar or hood, cuffs, print or embroidery, hardware, and actual garment measurements. Neutral lighting helps with color.

Bags and accessories

Look for scale, interior, closures, strap anchors, edge finish, hardware, and included pieces. Close-ups should be sharp enough to inspect.

QC photos can reduce uncertainty, but they cannot guarantee material, durability, seller behavior, or the final item received.

Two rows, two outcomes

Good row and weak row examples

These are editorial examples, not real product reviews.

Good row example

“Heavy zip hoodie — measurements shown”

The row is placed under hoodies, links to a matching page, includes chest and length measurements, shows zipper and seam close-ups, and notes an estimated weight with a clear caveat.

Why save it: the fit, construction, source, and weight can all be compared with another hoodie.

Weak row example

“Best one — must buy”

The category is unclear, the thumbnail is the only image, the destination title differs, sizing is absent, and the low price is the only concrete detail.

Why remove it: the label creates urgency but gives no usable comparison evidence.

One-sentence save rule

Save the row only when you can name the evidence

Try this structure: “I am keeping this row because the category is clear, the measurements match my comparison, the QC views cover the important details, and the estimated weight still fits my plan.”

You do not need every clause. You do need something more specific than “it looks good.”