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Product criteria checklist for Amazon private label

Clear seven pass or fail gates, demand, a fixable rating gap, unit economics, a durable box, legal room, a second purchase, and affordable acquisition cost.
·6 min read
Private LabelProduct ResearchCompetitor AnalysisFees
Joel Turcotte Gaucher

Joel Turcotte Gaucher

Founder

Flapen cover for Product criteria checklist for Amazon private label: a Flapen operator planning a launch budget with a printed timeline and a calculator

A private label candidate has to clear seven gates before you buy it: proven demand, a rating gap you can fix in manufacturing, unit economics that survive the full cost stack, a cheap and durable box, clear legal room, a second purchase in the category, and an acquisition cost your margin can carry.

The short version

  • Write the criteria down before you open a research tool. A standard built after you have fallen for a product is not a standard, it is a rationalization.
  • Every gate is pass or fail. Seven yes answers, or the candidate goes back on the pile.
  • Cost stack before excitement. Fees, freight, storage, and returns take more of the price than almost every first time seller assumes.
  • The advertising gate is the one beginners skip. A product can look profitable in a spreadsheet and lose money the moment it needs paid traffic.
  • Six out of seven is a rejection. The gate you waived is reliably the one that ends up costing you the production run.

Seven gates, and what passing actually looks like

  1. Demand is already proven. Somebody sells this today, in volume, at a price you can live with. You pass this gate when you can name the ten listings that own the main search term, describe their price band, and state about how deep the category runs in annual revenue. You are not hunting for an idea nobody has had. You are hunting for a market that already pays, served by people who can be beaten.

  2. There is a rating gap you can close inside the factory. The leaders sit somewhere between 3.9 and 4.3 and their one and two star reviews repeat a complaint that a manufacturing decision fixes. Passing means you have read at least fifty negative reviews yourself, tagged the complaints, and found the one that shows up often enough to be structural rather than personal. Differentiation comes from competitor negative reviews and the rating gap, never from invention.

  3. The unit economics survive the full cost stack. Not the landed cost. The whole stack, written out line by line before you quote anybody.

Cost line Where the estimate usually goes wrong
Landed unit cost Quoted ex works, so freight, duty, and inspection arrive as a surprise later
Referral fee Charged on the sale price, not on what is left after your costs
Fulfillment fee Driven by dimensional weight, which makes packaging design a margin decision
Storage Cheap until it is not, and it punishes anything that moves slowly
Returns and damage A category level rate you should have read out of the reviews already
Coupons and promotions Rarely modeled in advance, almost always used in practice
Advertising The largest variable line in year one, and the one that decides the answer
  1. The box is cheap to move and hard to break. Small, light, no batteries, nothing ingestible, no glass on a first attempt. Passing means you have checked the dimensional weight tier your packaging falls into and confirmed that shaving a centimeter would not drop you into a cheaper one. Freight and fulfillment are decided by geometry, and geometry is decided months before you sell anything.

  2. The legal room is clear. No patent covering the mechanism you intend to copy, no gated category you have no route into, no single brand owning the search term. Passing means you have run an actual patent search on the feature that makes your version better, and you know what the category requires in the way of certification or documentation. Finding out after the stock lands is the single most expensive way to learn this.

  3. There is a second purchase in the category. Write down the next three things the same buyer needs. If the list is empty, you have found a product rather than a brand, and your cost of acquiring each customer never gets spread across a catalog. This gate rejects a lot of otherwise attractive candidates, and it should.

  4. The acquisition cost fits inside the margin at every stage. This is the gate that fails quietly, months later, so it gets its own section.

What the advertising gate actually asks

The question is not whether you can afford advertising. It is whether your margin can carry the number at the two moments that matter, because the target is not one number for the life of the product.

At launch you are buying position and data, so the target is deliberately aggressive and the campaign is expected to run at a loss. At maturity the same product should be efficient, with paid traffic supporting organic rank rather than carrying it. Any candidate whose margin only works at the mature number is a product you cannot afford to launch, and any candidate that only works at the launch number is a product you can never make profitable.

That distinction is also the cleanest test to put to anyone who wants to run your account. Ask for the launch target and the maturity target as two separate figures. If you get one number for both, or a vague answer about industry averages, the person answering does not manage advertising by product stage, which means they will either strangle your launch or subsidize a mature product forever. My team at Flapen runs targets that move with the stage of each product, and every seller I know who ignores this ends up paying for it in one direction or the other.

What most agencies will not tell you

A checklist this strict rejects nearly everything, and rejection is commercially inconvenient for the person selling you a service. It is much easier to tell a new client that their chosen product is workable and start billing than to say the candidate fails gate three and you should go back a step. Nobody says this out loud, but the incentive is real and you should account for it.

The second thing: most published criteria lists are built from what is easy to measure. Price band, review count, estimated monthly revenue, weight. Those are inputs, not gates. The four factors that actually decide the outcome are the rating gap, the buildability of your fix, the legal room, and the acquisition cost, and none of the four comes out of a tool export. They come from reading, searching, quoting a supplier, and doing arithmetic you would rather not do.

If you want a shortlist run against these gates before a purchase order goes out, the written audit at Flapen is free.

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