Featured in WWD A Retail Industry Whitepaper by Merchmix
EDUCATIONAL GUIDE

What is Assortment Planning?

The process of deciding which products to offer, in what breadth and depth, across stores and channels, so the range matches local demand without breaking the budget.

A plain-English guide to assortment planning: breadth vs depth, store clustering, and reconciling the range to open-to-buy.

10 min readLast updated 20 July 2026
THE BASICS

Assortment planning, in one sentence

Assortment planning is the process of deciding which products a retailer will offer in each store, cluster and channel for a season: how many options, at what depth, and how the mix varies by location, so the range meets local customer demand while staying inside financial and open-to-buy targets.

Every season a retailer has a finite amount of money and space, and a near-infinite number of products it could carry. Assortment planning is how that money and space get turned into a specific, deliberate list of choices: this many dresses, in these styles, at these price points, in this depth, sent to these stores. Done well, it puts the right products in front of the right customers and keeps stock working hard. Done badly, it spreads the budget too thin, over-buys the wrong options, and leaves best-sellers out of stock while slow lines pile up in the stockroom.

It sits between two other disciplines. Above it, merchandise financial planning sets the seasonal budget, margin and intake. Below it, buying and allocation execute the plan. Assortment planning is the bridge that converts a financial target into an actual product mix.

TERMINOLOGY

Range planning vs assortment planning

The two terms are often used interchangeably, but they answer different questions.

TermQuestion it answersOutput
Range planningWhat products will we develop or buy this season?The full set of styles, options and price points for the season.
Assortment planningWho gets what, and how much?The deployment of that range across stores, clusters and channels, at a planned depth.
Option / choice planningHow many distinct choices per category?An option count per category, balanced to budget and space.

In short: range planning is what do we make; assortment planning is who receives it and in what quantity. A single range can produce many different assortments: a flagship store and a small regional store draw from the same range but get very different assortments.

THE CORE TRADE-OFF

Breadth and depth

Every assortment decision is a balance between two levers:

Breadth

Number of options / choices

Depth

Units bought per option

Breadth is variety: how many distinct choices a customer can pick from in a category. Depth is commitment: how many units you buy of each option. With a fixed budget, the two trade off directly: a wider assortment means less depth per option, and a deeper assortment means fewer options. Carry too much breadth and you spread thin, dilute availability and raise markdown risk; carry too little and you look narrow and miss customers. The art of assortment planning is finding the breadth-and-depth mix that maximises sell-through against the money available.

The right balance differs by category role. Core, continuity lines (basic tees, staple denim) reward depth: they sell predictably and rarely mark down. Fashion and trend lines reward breadth: you want more options to test newness, but shallow, so a miss is cheap.

SEE IT IN NUMBERS

A worked assortment

Here is a simplified womenswear season, showing how a category budget resolves into options and depth. The buy value is reconciled to the open-to-buy set in merchandise financial planning.

CategoryRoleOptionsAvg depth (units)Total unitsBuy value
Core topsContinuity121,80021,600£216k
Fashion topsTrend4032012,800£154k
DressesTrend2845012,600£214k
DenimCore101,50015,000£180k
Total9062,000£764k

Read across and the strategy is visible: core categories carry few options at high depth (12 core tops absorbing £216k), while fashion categories carry many options at low depth (40 fashion tops testing newness at 320 units each). The option count controls breadth; the depth column controls commitment. If the £764k buy value overshoots the open-to-buy, the planner pulls options or depth until it reconciles, which is the heart of the discipline.

LOCALISATION

Store clustering and grading

A national assortment sent identically to every store wastes money. A large flagship and a small regional store have different space, footfall and customer profiles, so they should receive different assortments. Store clustering (also called grading) groups stores with similar characteristics so each group gets an assortment sized to its potential.

ClusterProfileOptions carriedDepth index
Grade A: FlagshipHigh footfall, large space90 (full range)130
Grade B: CoreMid-size, steady demand65100
Grade C: CompactSmall space, edited need4070

Clustering turns one plan into several localised ones: the flagship gets the full 90-option range at high depth, while the compact store gets an edited 40 options at lower depth. This lifts availability where demand is strong and cuts overstock where it is weak, which is the single biggest efficiency lever in assortment planning, and the one hardest to run in a spreadsheet at scale.

HOW IT RUNS

The assortment planning process

1

Set the financial frame.

Take the seasonal budget, margin and open-to-buy from merchandise financial planning. This caps total options, units and buy value.

2

Define category architecture and roles.

Decide how the budget splits across categories and label each as core, fashion or continuity, which drives the breadth and depth mix.

3

Plan breadth.

Set an option (choice) count per category that fits the budget and available space.

4

Plan depth.

Assign planned units per option, weighting depth toward core lines and keeping fashion shallow.

5

Cluster and localise.

Group stores and size each cluster's assortment to its selling potential.

6

Reconcile to OTB.

Check the total buy value against open-to-buy and adjust options or depth until it balances.

7

Hand off and trade.

Pass the plan to buying and allocation, then track it in-season on the WSSI, editing as options and clusters over- or under-perform.

See assortment planning connected to your buy

Plan breadth, depth and store clusters against live open-to-buy in one place.

Book a Demo
WHERE IT BREAKS

Why assortment planning goes wrong

It lives in spreadsheets disconnected from the budget.

When the assortment is not reconciled live to open-to-buy, teams commit buys that overshoot the plan and discover it too late.

One assortment for every store.

Without clustering, strong stores run out of best-sellers while weak stores drown in stock: the same range, wrongly deployed.

Breadth creep.

Every buyer wants more options; without a hard choice count the assortment widens, depth thins, availability drops and markdowns rise.

No in-season feedback loop.

The plan is set once and never revisited, so early sell-through signals from the WSSI never feed back into repeat buys or edits.

Planning, buying and allocation in separate tools.

The assortment plan, the purchase orders and the store allocation do not talk, so intent is lost in translation between systems.

IN MERCHMIX

Assortment planning in Merchmix

Merchmix runs assortment and range planning as a connected part of the platform rather than a standalone spreadsheet. Breadth and depth are planned against live open-to-buy, so the buy value reconciles to the financial plan as you build it. Store clustering and grading localise the assortment automatically, and the plan flows straight into allocation and replenishment, while the WSSI feeds in-season performance back so you can edit options and depth against real demand.

The result is a single thread from budget to option to store: assortment decisions that stay inside the money, respect local demand, and reach the shop floor without being re-keyed between tools.

Merchmix Range Board showing assortment and range planning by option, with commercial detail and store distribution before the buy

Related links

What is a WSSI?

How the weekly plan tracks stock and intake. Read the guide

What is Open to Buy?

The budget your assortment spends. Read the guide

Allocation & Replenishment

How the assortment reaches each store. Read the guide

FAQ

Frequently Asked Questions

What is assortment planning?+
Assortment planning is the process of deciding which products a retailer will offer in each store, cluster and channel for a season: how many options (breadth), how many units per option (depth), and how the mix varies by location, so the range meets local customer demand while staying inside merchandise financial and open-to-buy targets.
What is the difference between range planning and assortment planning?+
Range planning decides the total set of products you will develop or buy for a season. Assortment planning decides how that range is deployed: which options go to which stores or clusters, and at what depth. Range planning is 'what do we make'; assortment planning is 'who gets what, and how much'.
What is breadth versus depth in an assortment?+
Breadth is the number of distinct choices or options in a category (variety). Depth is the number of units bought per option (inventory commitment). A wide, shallow assortment carries many options in low quantities; a narrow, deep assortment carries fewer options in high quantities. Balancing the two against the open-to-buy budget is the core assortment decision.
How does assortment planning relate to open-to-buy and WSSI?+
Merchandise financial planning and open-to-buy set the money available; assortment planning spends it as options and units; the WSSI then tracks how that plan trades week by week. A good assortment plan is reconciled to open-to-buy before commitment and feeds intake into the WSSI.
What is store clustering in assortment planning?+
Store clustering (or grading) groups stores with similar demand, size, climate or customer profile so each group receives an assortment sized to its potential. It replaces a single national assortment with localised assortments, improving availability in strong stores and reducing overstock in weak ones.
Can you do assortment planning in Excel?+
Yes, many teams start in Excel, but it breaks down at scale: reconciling breadth and depth to open-to-buy, clustering hundreds of stores, and keeping the plan in sync with buying and allocation becomes slow and error-prone. Purpose-built assortment planning connects the plan to financials, clustering and allocation in one place.
When should assortment planning happen?+
Assortment planning runs after the merchandise financial plan sets the seasonal budget and category architecture, and before buying commits. It should be revisited in-season as trade data and the WSSI show which options and clusters are over- or under-performing.
What outputs does an assortment plan produce?+
An assortment plan produces an option (choice) count by category, a planned depth per option, a total unit and value buy reconciled to open-to-buy, and a store-cluster grid showing which options each group of stores receives: the brief that buying and allocation then execute against.

Assortment planning, connected end to end

From open-to-buy to store clusters to allocation: one plan, one source of truth.

Book a Demo