Sena answers each of them from recorded purchase across the whole category, drawn from real-world data.
Category management in retail is the joint discipline a retailer runs with its suppliers, working one category at a time through definition, role, range, space, price, and review. Three properties of the evidence available to both parties stall it in the same three places.
The retailer holds its own scan data, and the supplier holds its shipments. A category plan argued from two datasets settles on whichever party brought more of it.
Category roles carry over from the previous cycle because reassigning one calls for evidence about the shopper trip. The role then drives range and space for another year.
Reviews run against the period that closed. The range that underperformed has been on the shelf for two quarters by the time the number arrives.
Sena is the decision AI with access to real-world data. It records what shoppers bought across every item in the category and every outlet type, including the accounts outside the reporting set, and asks those shoppers what would move them, so both parties in a review work on one dataset.
Purchase is recorded at the till across the whole category, so the retailer and the supplier read the same figures.
Basket and trip evidence settle whether a category builds the trip or grows the basket, market by market.
Signal arrives when the question is asked, so a range decision reads current purchase over a closed quarter.
Category management in retail treats a group of related products as one business unit, run jointly by the retailer and its suppliers.
| Step | The question it answers | Where the evidence comes from |
|---|---|---|
| 1 Definition | Which items shoppers treat as one category. | What else the basket carried. |
| 2 Role | What the category does for the trip. | Trip and basket evidence per market. |
| 3 Assessment | Where the category stands. | Purchase across the whole set. |
| 4 Measures | What success is. | Agreed between both parties. |
| 5 Strategy | How the category grows. | The role, applied. |
| 6 Tactics | Range, space, price, promotion. | The assessment, applied. |
| 7 Implementation | The plan in the market. | Outlet execution. |
| 8 Review | Whether it worked. | Measured purchase, per market. |
Steps 1, 2, and 3 are the three that rest on evidence from outside the business, and they are the three that set everything after them. A category defined at the wrong boundary produces a correct answer to the wrong question at every step that follows.
Retail category management is the same discipline named from the retailer's side. The retailer runs it across every category in the store, and each supplier runs it for the one or two categories it competes in. The retailer holds breadth: every category, every outlet it operates, one dataset. The supplier holds depth: one category, and whatever evidence it brought about the shoppers who buy it elsewhere.
The gap is the outlets outside both files. Independent trade, informal outlets, and competing chains sit outside both.
Three of the eight run on evidence most parties in the room hold zero access to.
The reporting hierarchy draws the category, and the shopper draws it somewhere else. The basket settles which one is real.
Whether a category builds the trip, defends it, or grows the basket depends on what else that shopper bought that day.
Standing per market calls for purchase across every outlet type, including the ones outside the reporting set.
Four collected inputs carry those three steps, market by market.
| Input | What it answers |
|---|---|
| Receipts | What shoppers bought across the category and what else the trip carried. |
| Store captures | What each outlet carried and listed, including the independent trade. |
| Geo-verified photos | The shelf the shopper met, placed and timed. |
| Stated preference | What would move a shopper, so the read reaches past what was carried. |
The team's own numbers form a separate row. Scan data, shipment history, planograms, and range review files join through 250+ integrations, so both parties' reporting and external purchase read in one place.
Three questions sit outside a retailer's scan file and a supplier's shipment file alike.
Real people share what they buy and prefer, under explicit consent. Sena captures it directly at the source, so every figure traces back to where it came from whenever a number comes under question.
Trip evidence and stated preference come from the same shoppers, and every figure holds its market and its outlet type.
Receipts separate a cut that moves volume within the range from one that loses the trip.
Baskets holding one item from the category identify the shoppers a cut sends elsewhere.
Outlets outside the reporting accounts carry their own read, market by market.
Category management in retail built on two internal files can describe the accounts that report and struggles to settle a category boundary. Sena captures real-world signals from the shelf photographed in an independent outlet through to the receipt showing what else the trip carried.
Covers every outlet type as well as every item, so a trip that went elsewhere arrives with its destination.
Reads the shelf as it stood, off images captured in real outlets, so the range on paper meets the range in the market.
Signal arrives from the consumer network under explicit consent. What would shift a shopper's choice is reported by that shopper.
Scan data, shipment history, planograms, and review files join over 250+ integrations, so both parties' reporting meets external purchase.
Market and capture date travel with each figure, so a category plan opens onto the trips underneath it.
Historic planograms, review files, and category assessments load in, reaching back across every scanned cycle.
Four teams sit in the same review, and each one needs a different cut of it before they can act.
The eight steps. Needs definition and role settled on shopper evidence.
The review meeting. Needs figures the retailer accepts as neutral.
Range and space across every category. Needs one comparable read.
The trip. Needs the basket contents behind each category capture.
The same eight steps, run against whatever each industry treats as one category.
Category role and range per market, with the independent trade covered.
Own-label share at the counter, with the substituting shopper named.
Boundaries set by drinking occasion, drawn from the whole basket.
Category definition across tiers, with the trade-up path attached.
One mechanism, applied per market and per category. Each step is documented, which is what carries a category plan through a retailer review.
Receipts across the category return what shoppers bought and what else the trip carried, dated, per outlet type.
Sena fixes the category boundary and the role from that evidence, so steps 1 to 3 rest on measured purchase.
Purchase dated to the week measures the plan while it runs, so step 8 arrives inside the cycle.
Most retail category management runs on a retailer's scan file and a supplier's shipment file, which together cover the accounts that report and hold zero rows for the outlets outside them. Sena covers the category around both.
| Capability area | Typical setup | Sena |
|---|---|---|
| The dataset | Two internal files, reconciled in the meeting. | Purchase across every item and outlet type at the till. |
| Category boundary | Inherited from the reporting hierarchy. | Set at the line basket evidence shows. |
| Category role | Carried over from the previous cycle. | Settled from trip and basket evidence, per market. |
| The independent trade | Estimated. | Recorded in the outlet, with the capture dated. |
| A delisting | Volume removed from the line. | The item that receives the switchers, or the trip lost. |
| Review timing | After the period closes. | Purchase dated to the week inside the cycle. |
| Evidence in the meeting | Each party's own numbers. | One dataset, with the underlying records held by the provider. |
Three moments in a review where external purchase decides the outcome.
Show whether a proposed delisting moves volume inside the range or sends the trip elsewhere.
Settle what the category does for the trip from basket evidence, market by market.
Capture what outlets outside the reporting accounts carried and charged.
An agreed process settles how the category gets run. The four decisions below are what a category team runs around it.
Every category decision Sena answers, in one place
The software the team buys
Covers the software a category team evaluates before the process starts.
Explore category management 02Which items the category carries
Carries the range decision the eight-step process arrives at.
Explore assortment optimization 03The space each item receives
Covers the space step, where the process reaches the shelf itself.
Explore shelf space optimization 04Where the category grows
Sets the growth plan the eight-step process is aimed at.
Explore category growth strategyThe walkthrough takes one category in one market, redraws its boundary from basket evidence, and tests a proposed delisting against where the volume goes while the team watches.
Name the category and the markets it sells in, and we will bring one dataset to the review.