Start with one category and one use case. For shoes, prioritize internal length, profile and size basis; for bags, dimensions, interior and hardware; for accessories, scale, finish and pack count; for electronics, exact model, compatibility, included parts and shipping restrictions.
A long generic checklist can still miss the decisive detail. Build a short evidence brief for the category you are actually comparing.
Choose the category lens before opening many products
A search for wholesale products from China can return footwear, bags, eyewear, phone cases and earphones on the same page. That is useful for discovery but weak for comparison. Pick one product type and describe the decision it must support. “A crossbody bag that fits a small tablet” is more workable than “bags.” “A wireless earbud for a named phone and region” is more workable than “electronics.”
The category lens tells you which photos, measurements and written fields deserve attention. It also prevents a visually attractive listing from winning when it cannot answer the use case.
Category rule: keep no more than three decisive evidence fields in the first pass. Expand the brief only when those fields align and the product still fits the intended use.
Wholesale shoes: fit, structure and carton effects
- Record the exact model or product code and whether multiple colorways share the same page.
- Separate foot length, insole length and internal shoe length. Keep the sizing system named.
- Inspect side profile, toe shape, heel, outsole, stitching and the corresponding option.
- Ask whether boxes are included because wholesale sneakers with boxes can change carton volume and shipping cost.
- For running shoes, basketball shoes, slides or leather shoes, add the evidence specific to intended use rather than relying on appearance.
A size label is not a universal conversion. Compare the measurement method with a known shoe and preserve uncertainty where the page does not explain it.
Wholesale bags: outside dimensions are only the beginning
- Record width, height and depth with a note about where each point is measured.
- Inspect opening width, lining, interior dividers, closure, strap range, attachment points and hardware finish.
- Check whether a tote, backpack or crossbody bag is photographed empty, filled or supported by inserts.
- Name the object that must fit and compare its dimensions with the usable opening and interior, not only the exterior.
- Record individual packaging, shape protection and packed carton plan for structured bags.
Accessories: small dimensions create large misunderstandings
For wholesale sunglasses and eyewear, record frame width, lens dimensions, bridge, temple length, material claim and included case. For wholesale belts, keep total length separate from the usable hole range. For hats and caps, note the adjustment method and inner circumference. Jewelry pages need dimensions, finish, closure and pieces per pack. Phone cases need exact device compatibility, cutouts and bundle contents.
Close-up images can reveal finish and attachment details, but lighting can change color and scale. Ask for a ruler or named measurement rather than estimating from a hand or background object.
Electronics: compatibility comes before catalog variety
A wholesale electronics page should identify the exact model, connector, voltage or charging input, wireless standard where relevant, included parts, language or region limits and any battery information that affects transport. Wireless earbuds and smartwatches may look similar while using different controls, apps or charging cases.
Ask for functional evidence tied to the named model, but do not interpret a short demonstration as a warranty of long-term performance or compliance. Product certification, battery transport, destination regulations and warranty terms belong to the responsible seller, carrier and market; a catalog thumbnail cannot answer them.
Worked example: two wholesale crossbody bag pages
Page A provides eight photos, an external size of 24 × 16 × 7 cm and a low visible unit price. Page B has four photos, a slightly higher price and a diagram showing a 21 cm opening, two interior sections and a strap range. Your use case is carrying a 22 cm-wide tablet.
Page A is not automatically the better result because it has more photos or a lower number. Its opening and interior remain unknown. Page B already shows that the 21 cm opening may be too narrow. The useful next step for Page A is a single question about usable opening and interior width; Page B can be removed for this use case without more messages.
Create a short category handoff
A good handoff lets another reader understand why one detail matters. Keep the product link, selected option, use case, three required evidence fields, visible gaps and current decision. Do not paste a full generic questionnaire. For shoes the decisive field may be internal length; for a bag it may be usable opening; for earphones it may be device compatibility.
If the category changes, start a new brief. Reusing the old questions saves seconds but can hide the new product’s actual risk.
