★ 4 tests after the factory · 0 invented benchmarks

Retail readiness for a first delivery

The factory passed. The retailer has not seen it yet.

OTIF, MABD, chargebacks and the planogram are the four tests a first delivery meets between the container and the shelf, and not one of them is about the product. This page states what each test checks, in the order they usually fail, and what each one costs when it does.

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Everything on this page happens after the device exists. The factory has built it, the inspection has passed, and the question changes from "is it any good" to "will the retailer accept it" — which is decided by four documents, two dates and one shelf. None of that is about the product, and all of it is deducted from your invoice when it goes wrong.

This is the page we could not link to before. Our sourcing guides explain what a first order costs and how a factory is verified; our test method explains how a device is measured. The last mile — the part between the container and the shelf — was missing, and it is the part that turns a profitable first order into a chargeback.

What "retail-ready" actually means

A device is retail-ready when four different departments inside the retailer can each act on it without emailing you: buying can raise a purchase order that matches your carton configuration, logistics can scan an advance ship notice and book a dock slot, merchandising can drop it into a bay, and finance can match your invoice to the receipt. Each of those is a separate test, run by a different team, and each one has its own failure mode.

The standard definition of a perfect order in supply-chain literature is the useful one here: delivered on time, complete, damage-free, and with the correct documentation [Simchi-Levi, Kaminsky & Simchi-Levi, 2000]. Note that three of those four are not about the product at all. A supplier that measures itself only on quality is measuring the one dimension the retailer already assumes.

What follows is the four tests in the order they usually fail: the date (MABD), the completeness of the delivery (OTIF), the paperwork (chargebacks), and the shelf geometry (planogram). Each section states what the retailer checks, and what it costs when the check fails.

OTIF: two percentages that multiply, not add

OTIF — on time in full — is the vendor metric that decides whether a second order happens. It is two conditions in the same delivery: inside the receiving window, and every unit on the purchase order present. A shipment that arrives on the right morning with 92% of the order is a miss on both halves, because the retailer cannot fill a shelf with most of an order.

The arithmetic is the part suppliers underestimate. Two rates of 95% do not average to 95%; they multiply to 90.25%. Two rates of 98% give 96.04%. Two rates of 90% give 81%, which is a vendor review. Because the score is taken per purchase order and per line rather than per unit, one missing carton on a ten-line PO fails the whole order — the metric is deliberately unforgiving.

The arithmetic is a multiplication, which is why two numbers that look good produce one that does not.

OTIF is a product, not an average

95% on time × 95% in full 90.3%
98% on time × 98% in full 96.0%
90% on time × 90% in full 81.0%

Two 95% rates make a 90.3% perfect-order rate. OTIF is never the average of its two halves.

OTIF is a product, not an average. Arithmetic, not a survey: if an order arrives on time 95% of the time and complete 95% of the time, it arrives on time and complete 90.25% of the time. A partial delivery that lands on the right day is not OTIF, because the retailer cannot fill the shelf with half an order. That is why a supplier reporting "95% on time" and "95% in full" on its own dashboard still receives a worse vendor score than it expected.

What actually moves the number is rarely production speed. It is the buffer at the port and the appointment slot, because those are the two legs where a delay is absorbed rather than passed on. A factory that ships a week early into a rolled booking has bought nothing; a factory that ships on time into a confirmed slot has bought a week.

MABD: the date belongs to the warehouse, not to your plan

MABD — must arrive by date — is printed on the purchase order, and it is a receiving date at a named distribution centre. It is not your ship date, and it is not the ex-factory date. The distance between those three dates is the whole subject of this section: every day between the factory gate and the dock is a day the retailer has already spent in its own planning.

Work backwards and the legs are unglamorous and fixed: production after sample approval, ocean transit, port and customs and drayage, then the appointment and receipt. On the assumptions below that is 75 days from purchase order to a received pallet — so a MABD 60 days out is not a scheduling problem, it is a freight decision, and the honest answer is air freight or a different promise.

The date that matters sits at the end of this sum, and each leg eats the buffer of the next.

The legs between the purchase order and the retailer's dock

Production (after sample approval) 30 days
Ocean transit 30 days
Port, customs and drayage 10 days
DC appointment and receipt 5 days

75 days in total on these assumptions: a MABD 60 days out cannot be met by sea, and no amount of hurrying in the factory changes that.

The legs between the purchase order and the retailer's dock. Stated assumptions, not industry averages: 30 days of production after sample approval, 30 days of ocean transit, 10 days of port, customs and drayage to the distribution centre, and 5 more before the receiving appointment is complete. Change one leg and the total moves — that is the exercise. The MABD on the purchase order is a receiving date at a named warehouse, not a ship date and not an ex-factory date, and the buffer that protects it has to live in the leg you do not control: the port, not the production line.

Two practical traps sit inside that calendar. The first is working days: a factory calendar that closes for Spring Festival or National Day does not appear in a transit time, and a 30-day production run placed in late January is not a 30-day run. The second is that the buffer people add is almost always added to production, because that is the leg they can see. The leg that slips is the port, so that is where the days have to go — and the way to buy them is a booking made before the goods are ready, not a promise from a forwarder.

Chargebacks: how a delivery becomes a deduction

A chargeback is a deduction a retailer takes from your invoice for a compliance failure, and the defining feature is that you usually discover it at payment rather than at delivery. The goods arrived, the shelf is full, and the remittance advice is 8% short with a reason code next to it. Nothing was rejected; something was non-compliant.

Four causes cover most of it on a first order: no advance ship notice, or one whose contents do not match what arrived; a pallet label the warehouse cannot scan; a carton count that disagrees with the purchase order; and a missed receiving window. The advance ship notice and the pallet label are both standards work — the ASN is an EDI transaction and the pallet label carries an SSCC, the serial shipping container code defined in the GS1 system (see the Wikipedia entry 《Electronic data interchange》 for the transaction family). Getting them right is a one-off engineering cost; getting them wrong is a recurring one.

None of these lines appears on the factory quotation, and all three come out of the same invoice.

How one delivery becomes a deduction

Short ship: 4% of a $12,000 PO never invoiced $480
Ship-notice error: $200 $200
Pallet non-compliance: $75 $75
Total exposure on that PO (6.3%) $755

Three documentation failures and one quantity failure: $755 on $12,000 — 6.3%, and not one of them is a product defect.

How one delivery becomes a deduction. A worked example, not a rate card: on a $12,000 purchase order, shipping 96% of the units ($480 never invoiced), one ship-notice error at $200 and one non-compliant pallet at $75. The per-incident rates are the published ranges this site already quotes on the brands page — label $50-150 a carton, ship notice $100-300 a shipment, pallet $50-100 — taken at their midpoint so the arithmetic can be checked. A retailer does not "pay less": it deducts the difference from the invoice, and you find out at payment rather than at delivery. Substitute the rates from your own vendor agreement; the structure does not change — quantity, compliance and administration, each with its own reason code.

The defence is documentary and has to be built at dispatch: the signed bill of lading, the proof of delivery with the receiving stamp and time, the appointment confirmation number, and photographs of the pallet labels taken before the truck left. With those four a deduction is a claim you can win; without them it is an opinion. This is the same discipline our supplier scorecard applies one step earlier, to the factory rather than the retailer.

Planogram: the shelf decides your packaging

A planogram is the drawing that says where each product sits on a bay: how many facings, how deep, at what height. It is produced by the retailer's merchandising team from the pack dimensions you supply, which means your carton is an input to a drawing you never see. The Wikipedia entry 《Planogram》 describes the format and its shelf-space logic; what matters commercially is that the drawing is made once and then governs every replenishment for a year.

Three numbers decide whether your pack survives it. Width against the shelf run, because a pack 2 mm too wide loses a facing across the whole run. Height against the shelf gap, including any header card. And case pack against facings times depth — if a store cannot refill a bay from whole cases, the shelf either runs empty between deliveries or the staff stop bothering, and both outcomes show up as a sales velocity below the category average.

The requirement that catches private-label brands last is shelf-ready packaging. A growing share of grocery and mass retailers ask for a case that can go from the pallet to the shelf without a knife: a perforated or tear-away front, a display face printed on the case itself, and the product standing in the case rather than lying in it.

It changes the carton board, the print run and the pack count at the same time, so it has to be decided with the artwork and not after it. A supplier who has run shelf-ready packs for other clients will price it in one line; one who has not will quote a standard carton and let the buyer discover the problem at item setup.

The listing is not the end of the paperwork, it is the start of a different one. Once the item is live the retailer replenishes from your stock feed rather than from a conversation: a per-SKU, per-warehouse statement of what is available and when, refreshed often enough that the buyer’s system is not ordering into a hole.

When a line goes to backorder the feed has to say so in the same file, in the same format — a backorder communicated by email is a backorder the replenishment run will never see. And the number your account is actually measured on is the replenishment lead time: the days from an order line being raised to the goods being received, which is not your production lead time, and is the one that decides whether the bay runs empty.

None of these five is a design opinion — each one decides whether the product fits the furniture.

Five checks before the artwork is final

Pack width divides the shelf run 1 check
Case pack divides facings × depth 1 check
Shelf-edge label data supplied 1 check
Planogram image per bay supplied 1 check
Master carton dimensions published to the DC 1 check

Five checks that are cheap on a screen and expensive on a pallet.

Five checks before the artwork is final. A checklist, not a measurement: every line is a yes-or-no check that can be run before the artwork is printed. Pack width against the shelf run decides how many facings there are; case pack against facings-per-depth decides whether the store can replenish without opening a case and breaking it; shelf-edge label data and the planogram image are what the retailer needs to set the item up; and the master carton dimensions are what the distribution centre needs to reserve space. Failing the last one is invisible until the pallet arrives and there is nowhere to put it.

None of this is a design opinion, and none of it needs a prototype to test: it needs the pack drawing and the planogram template, both of which a supplier should ask for before the artwork is final. A private-label SKU whose packaging was designed without them is a SKU that gets relisted, not listed.

The sequence, in the order that fails least

Prepared backwards from the MABD, with the paperwork in front. The order matters because the two cheapest things to fix — the item setup and the barcode — are also the two that stop everything downstream when they are wrong, and they are the two most often left until the container is booked.

The failure mode is always the same shape: the end of the chain is compressed to protect the beginning. Artwork approval runs late, so booking, labelling and the appointment get squeezed into the last week — and the cost arrives as a chargeback, weeks later, in a currency the buyer never modelled. What happens after the pallet is received — the sell-through figure, the reorder point, the deduction on a repeat order and the cash gap — is on the second order. And if the review decides the item leaves the range instead, the calendar of that exit and what the unsold stock is worth are on what a delisting costs.

Two documents decide whether the last inspection is worth what it costs, and neither of them is a certificate. The first is the inspection brief: it names the approved golden sample the inspector compares against, splits defects into critical, major and minor with an AQL level for each class, and gives the inspector authority to hold the container on a critical non-conformity.

Without it the inspector is judging from memory and the report is a lottery with your deposit on the table. The second is the retained sample — a signed, dated unit held by you and by the plant for the life of the order. It is what a chargeback argument is settled against six months later, when nobody remembers which carton was approved, and it is the cheapest insurance in this whole sequence.

What we can and cannot tell you about your route to shelf

We can measure the device, and we publish every field the factory declares in the catalogue specification index — which is the same data behind the counts on this site. We can tell you what a purchase order, an advance ship notice and a pallet label require, and we can review a pack drawing against a planogram template. What we cannot do is run your EDI integration, see your retailer's vendor scorecard, or negotiate your rate card: those belong to your account, and any agency that claims otherwise is selling you a phone call.

If you are choosing the route rather than executing it, start with OEM and private label for what each manufacturing route commits you to, and for brands and distributors for what the bench can and cannot evidence about your device. If the question is the first order itself, the startup guide sets out the sequence before this one — factory verification and deposit — and MOQ pricing decoded explains the arithmetic behind the quote you are about to compare.

This page is published by the SirenPicks independent review desk, which tests devices and takes no payment for a placement, a ranking or a score. Nothing here is a rate card for any retailer: the mechanics are documented, the numbers are yours to substitute.

Sources cited

  • Wikipedia, 《Planogram》 — the shelf-space drawing that governs facings, depth and replenishment.
  • Wikipedia, 《Electronic data interchange》 — the transaction family the advance ship notice belongs to.
  • Simchi-Levi, D., Kaminsky, P. & Simchi-Levi, E., Designing and Managing the Supply Chain: Concepts, Strategies, and Case Studies, McGraw-Hill, 2000.
  • Ayers, J. B. & Odegaard, M. A., Retail Supply Chain Management, CRC Press, 2008.
  • Goldratt, E. M. & Cox, J., The Goal: A Process of Ongoing Improvement, North River Press, 1984.
  • Womack, J. P. & Jones, D. T., Lean Thinking: Banish Waste and Create Wealth in Your Corporation, Simon & Schuster, 1996.
  • 《Vendor-managed inventory》 — Wikipedia. https://en.wikipedia.org/wiki/Vendor-managed_inventory
  • Levy, Michael; Weitz, Barton A.; Grewal, Dhruv (2019). Retailing Management (10th ed.). McGraw-Hill Education, New York.
  • Christopher, Martin (2016). Logistics & Supply Chain Management (5th ed.). Pearson Education, Harlow.

No industry average is quoted on this page. Where a number appears it is either arithmetic on assumptions stated in the figure itself, or a document requirement — never a benchmark we cannot source.

Questions a buyer asks before a first delivery

OTIF, MABD, chargebacks, planograms and the documents that decide whether a first order becomes a second one. Where a figure appears it is arithmetic on stated assumptions, not a benchmark.

What is a case pack, and why does it change my carton cost?

The case pack is how many sellable units go into one master carton, and it is set by the retailer's receiving and shelf-fill rather than by you. A twelve-pack and a six-pack of the same device need different board grades, different pallet counts and a different inner layout, so the packaging cost per unit moves before anyone discusses the print.

Get the number in writing from the buyer before the carton run, because changing it afterwards means a new plate. The second document nobody asks for until it matters is the corrective action report: when a shipment fails OTIF twice, that report is what decides whether the deduction was a one-off or a pattern, and a supplier who cannot produce one is telling you the pattern will repeat.

What sampling plan does a pre-shipment inspection use?

Usually general inspection level II under AQL 2.5 for major defects, which on a 1,000-unit shipment means inspecting 80 pieces and accepting two majors. The number matters less than what is written down: the sampling plan, the defect classification and the photographs all belong in the compliance file you keep per SKU, because the second shipment will be judged against the first one.

Does the form factor change what a retailer will accept?

It changes the packaging and the planogram, and therefore the first-delivery paperwork. A compact shape such as the A0180 single-motor clitoral massager ships in a small carton and is easy to peg, while a rabbit form factor like the A0170 dual-motor rabbit massager needs a larger facing and usually a tray. Both need a scannable GTIN on the retail unit and an SSCC on the pallet; the difference is how many facings the category manager has to give you, and that is a planogram conversation you have before the PO, not after it.

What is OTIF and what actually counts as a failure?

OTIF is on time in full: the delivery has to arrive inside the receiving window and contain every unit on the purchase order. A split shipment that delivers 92% of the order on the correct day is a failure on both counts, not a partial success. Retailers score it per purchase order and per line, so one missing carton fails the whole PO, and the two components multiply — 95% on time and 95% in full is a 90.25% perfect-order rate. See the arithmetic on retail readiness.

What is MABD and who sets it?

MABD is the must-arrive-by date: the last date on which goods can be received at a named distribution centre and still be counted as on time. The retailer sets it on the purchase order; you do not negotiate it after the PO is issued. It is a receiving date, not a ship date, so the working-backwards arithmetic has to start at the dock and include ocean transit, customs, drayage and the appointment slot — a MABD 60 days out cannot be met by sea from China on a 30-day production run.

How much buffer should sit between ex-factory and the MABD?

More than the transit time alone suggests, because the legs you do not control are the ones that slip. On a 30-day ocean leg, a 10-day port/customs/drayage allowance and a 5-day appointment and receipt allowance, the buffer belongs in the port leg — that is where a rolled booking, a customs query or a missed chassis consumes it. Production buffer looks like the safe place to add days and is usually the wrong one: the factory will hold the goods either way, and the container still has to be booked.

What triggers a retail chargeback on a first order?

In practice, four things: no advance ship notice or an ASN that does not match what arrived, a pallet label the warehouse cannot scan (the SSCC and the GS1-128 case labels), a quantity or carton count that disagrees with the PO, and a missed receiving window. None of them is a product defect, and all of them are deducted from your invoice. The reason code on the deduction tells you which one you failed.

Can a chargeback be disputed after the money has been deducted?

Yes, and the outcome is decided almost entirely by documents you either kept or did not: the signed bill of lading, the proof of delivery with the receiving stamp and time, the appointment confirmation number, and photographs of the pallet labels taken before the truck left. A dispute without those four is an assertion; with them it is a claim. Build the file at dispatch, not when the deduction appears — by then the driver has gone and the labels are on a pallet in a DC you cannot enter.

What does a planogram require from my packaging?

Three numbers and one division. The pack width has to divide the shelf run into whole facings without wasting the last 40 mm; the pack height has to clear the shelf above it including any header card; and the case pack has to divide facings × depth, or the store cannot replenish a full bay without opening a case and breaking it. A pack that is 2 mm too wide loses a facing across the whole run, which is the difference between a listing and a delisting at review time.

In what order should a first retail delivery be prepared?

Backwards from the MABD, and paperwork first: item setup and barcode validation, then artwork and the shelf-edge data, then the ASN test with the retailer's EDI network, then production, then pre-shipment inspection, then booking. The failure mode is always the same — the end of the chain (booking, labelling, appointment) gets compressed to protect the start (artwork approval), and the cost lands as a chargeback rather than a delay.

Does a private-label SKU need its own barcode and SSCC?

Yes, and they are three different identifiers that are routinely confused: the GTIN on the retail unit (yours, under your own GS1 prefix — never a resold one), the case GTIN on the inner carton, and the SSCC on the pallet label, which is unique per pallet and per shipment rather than per product. A retailer's item setup will reject a resold GTIN, and a warehouse will reject a pallet label whose SSCC repeats a previous shipment.

What is shelf-ready packaging and does my pack need it?

Shelf-ready packaging (SRP) is a case designed to go from the pallet to the shelf without being unpacked: a tear-away or perforated front, a printed display face, and product that stands upright in the case. A growing share of grocery and mass retailers ask for it, and it is usually specified in the packaging or routing guide rather than in the purchase order. It changes the carton board, the print run and the units per case at once, so it has to be settled with the artwork — rebuilding a pack for SRP after the first order costs a new print run and a new item setup, and the planogram may already have been drawn for the old dimensions.

The first delivery went through cleanly. What decides the second order?

Not the first delivery — that only bought you a trial. The second order is decided on sell-through and weeks of cover, which the retailer already has in its own system, and on whether you can fund the order: on a 105-day cash cycle a larger reorder is a treasury decision before it is a purchasing one. The second order works through all four numbers, including the arithmetic of a deduction at scale.

What is a reorder point, and why does my freight decide it?

A reorder point is the stock left when you must release the next order: weekly sales multiplied by your lead time in weeks, plus safety stock. Because the lead time is in it, the number is set by your route rather than by your factory — at 30 units a week, a 75-day sea chain needs 321 units left at the trigger and a 30-day air chain needs 129. Choosing air is not only a freight cost decision; it is 192 units of working capital you do not have to hold. The reorder point figure shows the three routes side by side.

What should be agreed in writing before the first PO?

The rate card, the receiving windows, the appointment system, who pays for the return of a rejected pallet, and the returns basis for a hygiene product. Ask for the vendor compliance manual before you quote, not after you win the listing: it is the document that decides whether the margin you modelled survives. Our supplier scorecard covers the factory side of the same question — what to verify before a deposit rather than before a delivery.

What is the difference between on-time delivery and OTIF?

On-time delivery measures the date; OTIF measures the date and the quantity together. A shipment that arrives inside the window but short of the ordered quantity scores as on-time and fails OTIF, which is the number most retail scorecards are actually built on. If a buyer quotes one figure and not the other, ask which one the deduction is calculated against: at 94% on-time and 91% in-full the OTIF is 85.5%, and that gap is where the chargebacks live. The OTIF section works that arithmetic through.

How is a defect rate calculated on a first delivery?

Defects observed divided by units received, measured at the moment of receipt and against a written definition of "defect". The definition is the whole argument, because a scuffed carton, a unit that will not charge and a unit in the wrong colour are three different rates with three different remedies. Fix the threshold in the purchase order before the run, and require a pre-shipment inspection scored on the same definition: the same fault found at the receiving dock is a return, a credit note and a deduction, while found in the factory it is a replacement off the next pallet.

Why does a landed cost model matter more than the unit price?

Because the unit price is the smallest number in the file. A landed cost model adds freight, duty, the customs broker, the packaging change, the inspection, the payment reserve and the cost of the cash tied up between deposit and remittance. Two quotes 40 cents apart per unit invert once freight class and duty are in, which is why the comparison to run is the model and not the quote. The catalogue carries the specification half of that comparison and the MOQ guide the arithmetic half.

What does retail-ready packaging change about a first delivery?

It changes the receiving dock, not the shelf. Retail-ready packaging means the shipper opens into a display without a knife, carries the retailer GTIN rather than yours, prints the importer address and the market-language warnings, and has been through a press proof rather than a screen. Each of those is a separate approval and the die line has to be signed off before the carton is printed, so budget the artwork round as a week on the critical path rather than an afternoon: a die drawn for a different case is how a logo lands three millimetres off the trim.

How do I tell a verified supplier from a trading company?

Match four documents to one legal entity: the business licence, the invoice beneficiary, the issuer of the test report and the name on the export declaration. A verified supplier has all four agreeing, while a trading company usually has a licence for an office address and a factory name that belongs to somebody else. Then ask to see the line that makes your part rather than the showroom, because a walkthrough of the assembly cell is the only evidence that the licence and the plant are the same business. The sequence is set out in the startup guide.

Can I check a factory in the China enterprise credit registry before wiring a deposit?

Yes, and it is the cheapest hour in the whole project. The registry is the regulator's public file on a company, searchable by name or by the unified social credit code printed on the licence, and it reports registered capital, business scope, the legal representative and any listing on the abnormal-operations or serious-violation rolls.

Read it against the paperwork you were sent: a licence whose scope does not cover the product, a code that does not match the invoice beneficiary, or an address in a different city from the plant are three different problems and all three show up here first. Take a dated screenshot of the entry you checked, because the file changes and a dispute six months later needs the version you actually saw.

What is a stock feed, and what has to be in it?

A stock feed is the machine-readable statement of what you can supply and when, sent to the retailer on a schedule rather than on request. Four fields make it usable: the SKU identifier the retailer already holds, the quantity available to promise rather than the quantity in your warehouse, the date that quantity becomes shippable, and the case-pack multiple it ships in. A fifth field is what separates a feed from a brochure — the backorder flag, so a line that has run out says so in the same file instead of disappearing from it.

A line that vanishes from a feed does not tell the buying system the product is late; it tells the system the product is gone, and the replenishment run fills the facing with something else. Publish the format once, agree the refresh cadence, and send the same file every time: the retailer's integration is built against your first schema and will break quietly against your second.

How is a replenishment lead time different from my production lead time?

Production lead time starts at sample approval and ends when the goods are ready at the factory. Replenishment lead time starts when the retailer raises an order line and ends when the goods are received at its warehouse, so it contains production, the booking wait, ocean or air transit, customs, drayage and the receiving appointment. On the assumptions used elsewhere on this site that is roughly 75 days against a 30-day production run, which is why a buyer quoting your factory lead time in a range review is quoting the wrong number and will find out in week six. The number that matters commercially is the one the buyer can hold you to, and it is the longer one.

A buyer's yes starts a clock, not a shipment

Sizing the reorder →

Approval is an administrative event before it is a production one: vendor setup, your own GS1 prefix, an EDI connection, liability cover and a routing guide you read in full before the first order rather than after the first chargeback. The reason is that a retailer is not buying a product, it is buying predictability — the same item, in the same carton, with the same scannable label, inside the window it set [Levy, 2019].

Which is why the critical path is technical. EDI integration runs four to eight weeks and overlaps with nothing; a GS1-128 label is refused at the dock over a format difference; and OTIF is scored from the first order, when there is no history to defend you. An ASN sent after the truck reached the DC generates more deductions than almost any other failure — and none of the three appears on a factory quote [Christopher, 2016].

The money is spent before the first incremental unit ships, and part of it recurs annually: EDI subscription, insurance renewal, prefix renewal. The honest calculation is therefore per year, not per launch.