All industries
Consumer Packaged Goods
Win the shelf, plan demand, grow the brand.
% of global GDPestimate
~5%of GDP (no clean global CPG value-added series)
Estimate · 2024
Market size
$2.3Tmarket
Zion Market Research · 2024
Sector growth (CAGR)
4.1%CAGR to 2030
Zion / Grand View Research · 2024
AI-adoption
71%of CPG firms adopting AI in >=1 function
McKinsey (CPG) · 2024
Functions
Select a function to highlight its specific problem use cases.
Function2 use cases
Trade & Revenue Growth Mgmt
Trade promotion spend is a black hole
A huge share of trade spend is unmeasured and unprofitable, but hard to reallocate.
Pain Rate~59%McKinsey · 2023Money Bleed / yrestimate$1T+global CPG trade-spend poolReachestimateGlobalretail partnersRecoverable Upside10-20%McKinsey · 2023Data & tech stack
Trade-promo & sales dataBaseline / lift signalsRetailer scan dataData warehouseTPO platformAnalytical models
Promo-lift / uplift modelingTrade-spend optimizationCannibalization analysisROI attributionCausal inferencePrice-pack architecture is sub-optimal
Prices and pack sizes don't reflect elasticity, eroding margin amid input-cost inflation.
Pain Rateestimate~40%of SKUs mis-priced vs elasticityMoney Bleed / yrestimate$120Bmargin left on tableReachestimateGlobalSKUsRecoverable Upside4-7%McKinsey · 2023Data & tech stack
Price & volume historyElasticity signalsCost / margin dataData warehousePricing engineAnalytical models
Price-elasticity modelingPrice-pack optimizationDemand modelingRevenue-growth optimizationScenario simulation