Amazon private label product research - a checklist before you spend anything
Most private label mistakes are made before the first unit is ordered. Run every product idea through this checklist before you pay a supplier.
Open your product's reviews. Open the customer questions section. Open your support inbox. Nearly every phrase you need to sell the product is sitting in there, in the words real buyers actually use.
Most sellers write listings the other way round (from the spec sheet outwards) and then wonder why the listing reads like a manual and converts like one.
Those recurring concerns are your bullet points. Not your features: the concerns. A bullet that says “Fits standard UK door frames up to 82cm, no drilling” beats “Premium adjustable design” every time, because one of them answers the question that was stopping the purchase.
A useful test: read each bullet and ask “would a competitor write the exact same sentence?” If yes, it is not doing any work.
Brand, product, then the one or two attributes people actually search and filter by: size, quantity, colour, compatibility. Not every keyword you can think of. Stuffed titles get truncated on mobile, which is where most of your traffic is, and the truncation cuts the useful part.
One concern each. Lead with the answer, not the feature. Front-load the first four or five words, because that is all anyone reads on a phone.
This is where the objections that need a picture get handled. Size confusion needs a scale diagram. Quality doubt needs a close-up of the join or the stitching. A comparison table across your own range stops people bouncing to a competitor to compare.
If you change one thing, change image two. Everyone gets the white-background hero right because Amazon requires it. Image two is the one that either shows the product in use, at a recognisable scale, in a real room, or does not. On a homeware client, replacing a white-background repeat with a single in-room shot moved conversion more than the entire copy rewrite did.
Amazon takes time to reindex and your session data needs volume before it means anything. Change everything at once, wait two weeks, then compare. Changing one bullet a day tells you nothing at all.
Most private label mistakes are made before the first unit is ordered. Run every product idea through this checklist before you pay a supplier.
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