Retail & CX metrics glossary
Trade marketing is how a brand competes inside someone else's store. Here is how to run it by the numbers.
Trade marketing is the discipline through which a manufacturer competes at the point of sale: making sure its products are present, visible, correctly priced and actively supported inside a store it does not own. Where consumer marketing builds demand before the shopper arrives, trade marketing decides what happens in the last three meters — assortment, planogram, point-of-sale material, promotions, field teams and the commercial relationship with the retailer — all in service of one number: sell-out.
In practice, trade sits between sales and marketing. It allocates trade funds, designs channel promotions, manages merchandisers and promoters, negotiates execution with each banner and audits whether what was agreed actually happened on the shelf. This page covers the four pillars of the discipline, the metrics that separate a real trade program from a spray-and-pray budget, a working ROI calculator, honest execution benchmarks — and the structural blind spot that every shelf audit shares.
Trade marketing
Trade ROI = ((incremental sales × margin) − action cost) ÷ action cost × 100
incremental sales = sell-out attributable to the action, above the measured baseline · margin = gross margin percentage on the incremental sales · action cost = total cost of the action: funding, material, people and discounts
Trade action ROI calculator
A supplier runs an end-cap promotion in 40 stores for one month. Incremental sell-out attributed to the action — sales above the pre-action baseline in those stores — is $180,000 at a 30% margin, so incremental profit is $54,000. The action cost $20,000 in funding, material and promoter hours. Action ROI = (($54,000 − $20,000) ÷ $20,000) × 100 = 170%. A healthy return — provided the baseline was measured honestly, not assumed.
What good trade execution looks like
There is no universal target, but consumer-goods execution programs converge on a few working thresholds:
| Out-of-stock at the shelf | < 5% |
|---|---|
| Planogram compliance | > 90% |
| Healthy trade action ROI | 150–400% |
| Share of shelf | ≈ share of market |
Thresholds compiled from common practice in consumer-goods execution programs — treat as orientation, not law. The right number depends on category, channel and, above all, on how baseline and incremental are measured.
The four pillars of trade marketing
Execution: the product is in the right stores, in the agreed assortment, in the agreed position on the planogram, replenished and shoppable. Everything else in trade is theater if execution fails — a promotion for a product that is not on the shelf is a discount on nothing. Visibility: point-of-sale material, secondary placements, end caps and displays that make the brand impossible to miss inside a cluttered store.
Price and promotion: the price is right versus the category and the agreed promotional calendar actually runs — funded by trade budget and measured against a baseline, not against wishful thinking. People: promoters, merchandisers and the training of the retailer's own staff, because in many categories a human being stands between the shopper and the product. The four pillars only pay when they move the same number: sell-out, the sale to the final shopper.
How to measure trade marketing
The trade metrics that matter form a short chain. Incremental sell-out is the north star: sales above baseline in the stores and weeks the action touched, ideally compared against control stores. Share of shelf tracks whether your space matches your market position. Out-of-stock rate tells you how often perfect plans die at the shelf. Action ROI closes the loop: incremental margin against everything the action cost.
The discipline lives or dies on baseline honesty. Comparing a promotion week against the previous week flatters every action; comparing against the same stores' measured baseline — or against control stores that did not run the action — is what separates trade marketing from trade spending. A program that cannot say which actions returned more than they cost is not a program; it is a negotiation habit.
The blind spot: trade audits the shelf, not the conversation
Every trade audit answers the same class of question: is the product present, priced, faced and visible? What no audit answers is what happens when a shopper asks for help. In categories sold through assisted service — consumer electronics, telecom, pharma counters, appliances — the seller's recommendation decides the sale. A product that is in stock, correctly priced, perfectly planogrammed and never offered by the seller is flawless execution with zero result.
That gap explains a pattern every trade manager knows: two stores with identical audit scores and completely different sell-out for the same SKU. The difference is not on the shelf; it is in the conversation — whether the seller knows the product, believes in it, and brings it up. Shelf metrics cannot see this layer, which is precisely why it is where the largest unmeasured share of trade performance hides.
Trade audits the shelf. We measure the conversation.
Cognifyze captures the in-person sales interaction itself — with consent, and without identifying any individual shopper — and turns it into the execution metric no shelf audit can produce: whether your product was actually offered, how it was pitched, which competitor was recommended instead, and which objection killed the sale. It is the sell-out pillar the audit sheet never had.
In measured deployments, making the interaction visible moved same-store conversion from 51.5% to 79.5% (+28pp, p<0.001), with 383% ROI and payback in 1.4 months.
Find out whether your brand is being offered at the counter — book an executive diagnostic.
Related metrics and guides
Trade marketing — frequently asked questions
What is trade marketing?
Trade marketing is the discipline through which a manufacturer wins at the point of sale: securing presence, visibility, correct pricing and active support for its products inside the retailer's store. It manages trade funds, promotions, field teams and the relationship with each retail banner, and its success metric is sell-out — sales to the final shopper.
What is the difference between trade marketing and consumer marketing?
Consumer marketing builds demand before the store: brand, media, positioning. Trade marketing converts that demand inside the store: assortment, shelf position, promotion, point-of-sale material and people. One creates the intention to buy; the other makes sure the intention survives the last three meters.
Which metrics matter most in trade marketing?
Four cover most of the discipline: incremental sell-out (sales above baseline attributable to an action), share of shelf versus share of market, out-of-stock rate at the shelf, and action ROI. Everything else — compliance scores, photo audits, visit counts — is an input to those four, not a result.
What is a good ROI for a trade action?
Programs with honest baselines typically treat 150–400% as a healthy range for individual actions; below roughly 100% the action returned less margin than it cost. The number is extremely sensitive to how incremental sales are attributed — a flattering baseline can make any action look brilliant.
Why do stores with perfect audit scores still underperform on sell-out?
Because the audit measures the shelf, not the sale. In assisted-selling categories the seller's recommendation decides the outcome, and a product that is present and priced but never offered converts nothing. When execution scores are high and sell-out is not, the gap is almost always in the conversation — the one layer traditional trade measurement cannot see.