CPG Terms Explained, a series by Cyril Ovely

CPG Terms Explained: A Domain Guide for Engineers, Architects, and Curious Minds

When engineers join our technical team, they're brilliant at software but most have never worked in CPG. They don't know what ACV means, why a planogram matters, or what happens when a trade promotion goes wrong. So I started writing these explanations. This series is the result.
45
Deep-Dive Articles
190+
Terms Defined
7
Functional Areas
5
Regions Covered

CPG runs on a dense, borrowed vocabulary. The same shelf can be measured as ACV, distribution points, or facings depending on who you ask, and the same metric changes its name as you cross from the US to India to New Zealand. For anyone building software for the industry, or stepping into it for the first time, that terminology is the real barrier, not the technology.

So this series treats the vocabulary as a system, not a list. Each entry defines a term the way a practitioner uses it, grounds it in a real scenario with numbers, and, where it helps, shows how the concept maps to a data model or system design. Everything is organized into seven functional pillars, so you can start where your work does and follow the threads from there.

Who this series is for

Engineers & Architects

Building software for CPG and need to understand the domain you're modeling.

Product & Data Teams

PMs and analysts who need domain language to interpret data and model business rules.

Students & Career Changers

New to CPG and want a comprehensive, practical guide to the industry's terminology.

Explore by functional area

Each pillar covers a functional area of CPG operations. Start with the area most relevant to your work, or browse the complete A-Z index.

Distribution & Route to Market

How products get from factory to shelf. ACV, TDP, DSD, Modern Trade, Traditional Trade, and the metrics that measure distribution reach.

10 articles ACV, TDP, DSD, RTM, ND

Store Execution & Merchandising

How products appear on shelf. Planograms, out of stocks, share of shelf, and the Perfect Store framework that ties it all together.

9 articles Planogram, OOS, OSA, SOS, Perfect Store

Trade Promotion & Commercial

The money layer. Trade spend, promotions, pricing strategies, and the frameworks for measuring whether your trade investment actually works.

13 articles Trade Spend, ROTS, TPR, EDLP, JBP

Data, Measurement & Analytics

How the industry measures performance. Nielsen data, velocity, market share, SKUs, and the syndicated data ecosystem.

8 articles Nielsen, Velocity, Market Share, SKU

Supply Chain & Inventory

Getting products from factory to warehouse to store. OTIF, fill rates, replenishment, and the metrics that keep the supply chain flowing.

3 articles OTIF, Stock Replenishment

Product, Pricing & Packaging

Product master data, cost structures, and pricing. COGS, gross margin, GTINs, and the economics behind every SKU.

5 articles COGS, Gross Margin, GTIN/EAN

Digital & E Commerce

The online shelf. Digital shelf optimization, D2C, omnichannel strategy, and how CPG brands compete in e commerce.

4 articles Digital Shelf, D2C

A-Z Complete Index

All 190+ terms in one page, alphabetically organized. Quick definitions with links to full articles for key terms.

190+ terms Browse everything

Product code deep dives

Longer explainers on the identification codes behind every CPG product: barcodes, SKUs, and the UPC, EAN, and GTIN system that ties them together.

How barcodes work

What a barcode actually encodes, from the first 1974 scan to UPC, EAN, and QR codes, and where CPG teams scan them.

How SKU coding systems work

A SKU is a company's own product code, and no two companies build them the same way. How SKU systems work across categories.

SKU vs UPC vs EAN vs barcode

Five product code ideas people mix up, in one comparison table and one product journey, and how they fit together in CPG.

UPC, EAN, and GTIN explained

UPC, EAN, and GTIN are one global numbering system managed by GS1. How the digits work, what prefixes mean, and check digits.

What makes this different

There are other CPG glossaries online. Most are dry, one paragraph definitions written for business audiences. This series is different in three ways:

  • Real world examples with numbers. Every article includes a scenario showing how the term works in practice, with actual calculations and tables. Not just abstract definitions.
  • Technical bridges. Where relevant, each article notes how the domain concept maps to software, data models, or system design. Because this series is written for people who build things.
  • Global perspective. Terms are tagged by region (US, UK, India, NZ/AU) because the same concept often goes by different names in different markets. No US centric bias.

Where to start

Recent articles

New articles are published regularly. If there's a term you want covered, reach out on LinkedIn or Medium.

Lighthouse for CPG

Turn CPG terminology into executed retail reality

Lighthouse connects the ideas in this series, distribution, execution, trade, and supply, into one system your commercial teams act on at the store and SKU level.

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Cyril Ovely
Co-Founder and CTO, Vxceed

Cyril is the Co-Founder and CTO at Vxceed. With over two decades of experience in engineering and entrepreneurship, he focuses on building scalable SaaS solutions that transform demand chain execution and help businesses operate with greater agility in evolving markets.