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Solutions · Retailers & buyers

Buy it right, before the season decides for you.

Buying is a series of commitments made months early on incomplete information, and every one of them shows up later as either sell-through or markdown. This is the evidence layer under those calls.

Start freeSee real output
desks this covers, each with its own brief
4
specialists the work is split across
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studios it runs through
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The one job this page is about

Read the trade every week against the buy you already committed.

How often it comes round
Every Monday, all year - on a buy placed nine months earlier.
Skip it once
You learn the curve was wrong from your own sell-through, which is six weeks after the markdown could have been avoided.

The curve

The middle sold in three weeks. The ends are the markdown.

A size curve is a shape, and the expensive mistake is a symmetrical buy against a customer who is not symmetrical.

XS
S
M
L
XL
XXL
BoughtSold at full priceThe gap is the markdown.

The shape of the mistake, not a benchmark: a symmetrical buy against demand that is not. No units or totals - yours is computed from your own sell-through.

Where a buy goes wrong

Three decisions, and what each one is usually missing.

None of these is a data problem. The number exists; the context around it does not.

The open-to-buy is set before the range is resolved, so the money is allocated against a plan and spent against a line sheet. The two are reconciled after the fact, if at all.

The reconciliation is the deliverable nobody schedules, which is why it is done in a spreadsheet the week before the review.

Last season's sell-through is the only evidence in the room, and it describes what you bought rather than what the customer wanted. A style that sold out at week three was under-bought, and the report reads it as a success.

Sold-out is ambiguous. Full-price sell-through against the buy depth is the number that separates a hit from a shortage.

Markdown is treated as an outcome rather than a decision, so it is analysed at the end of the season instead of being priced into the commitment at the start.

A buy is really two numbers: what you expect to sell at full price, and what you have already agreed to lose.

What is on the sheet

A buy is a set of these, committed months early.

Four registers committed in one appointment, each carrying its own sell-through risk.

  1. A taupe tailored trouser suit shot full length on a warm seamless ground - rendered by McLeuker AI

    01The line-up

  2. A cream belted shirt-dress photographed full length on a plain studio sweep - rendered by McLeuker AI

    02The PDP shot

  3. A camel coat over a black roll-neck crossing a New York street past a laundromat - rendered by McLeuker AI

    03How it is actually worn

  4. A cream silk shirt, folded cashmere, gold hoops and a fragrance bottle arranged top-down on linen - rendered by McLeuker AI

    04The material story

The problem

What this actually costs you.

You commit the buy nine months before you learn if it was right.

Every unit is bought on a forecast, and the correction is a markdown.

What we do

The trend is scored on its own curve, so you commit against a slope and a date.

  • Quantified trend forecast
  • Trend velocity and search signals
  • Multi-angle research sweep

The competitor dropped the price and you found out from your own sell-through.

They have had weeks of it, and you react into a price they already set.

What we do

Assortment and price are diffed over time, so a ladder move surfaces as a change.

  • Competitor price and assortment tracking
  • Multi-retailer price check
  • Watchlist and alerts

The weekly trade read is rebuilt by hand every Monday.

The same pull, joins and deck each week, late the moment it is finished.

What we do

The reads behind markdown and replenishment arrive as a document, on a schedule.

  • Scheduled runs
  • Spreadsheets
  • Everything packaged together

How retailers & buyers use it

One ask each. The real file back.

Every document below opens. None of them is a mockup.

Pre-Season Buy Plan - Halvard & Vane AW, produced by McLeuker AIExcel

Buying

Plan the pre-season buy against the open-to-buy.

Open the excel
Size Curve & Grading - Halden Rowe RTW, produced by McLeuker AIExcel

Merchandising

Set the size curve and the allocation across doors.

Open the excel
In-Season Trade Report - Lune the Label Wk14, produced by McLeuker AIExcel

Trading

Read the week and decide markdown or replenishment.

Open the excel
OTB & Markdown Planner, produced by McLeuker AIExcel

Planning

Model the markdown before it is taken, not after.

Open the excel

What you open

The studios behind it.

A market analysis report the platform researched and rendered

Deep Research

Source-cited research reports

The opening slide of a board pack built from one brief

Reports (PDF, PPTX, Word, Excel)

Board-ready decks and documents

An editorial look from a collection generated out of one brief

Fashion Collection

One brief → looks, film, lookbook, ZIP

All 11 products

Categories they trade in

  • Fashion
  • Beauty
  • Skincare
  • Lifestyle
  • Sustainability

Other company types

  • Fashion brands
  • Luxury houses
  • E-commerce & DTC
  • Manufacturers & suppliers
  • Marketplaces & resale

What actually runs

Reading a market and planning a buy are different jobs, so they are not handed to the same seat. One system, 102 tools and 222 playbooks behind it.

  • Quantified trend forecast

  • Trend velocity and search signals

  • Multi-angle research sweep

  • Competitor price and assortment tracking

  • Multi-retailer price check

  • Watchlist and alerts

  • Scheduled runs

  • Spreadsheets

  • Everything packaged together

Handed to

  • Buyer / Merchandiser
  • Retail Ops Analyst
  • Finance Analyst
  • Brand Analyst

Get started

One brief in. Deliverable out.

Start with the question a retailers & buyer actually has, and leave with the file.

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