World Data Lab

Trusted by global brands

DeloitteMarsHenkelBrown-FormanBoltonCabotUberTapestryCoca-ColaColgateSpotifyStarbucksDeloitteMarsHenkelBrown-FormanBoltonCabotUberTapestryCoca-ColaColgateSpotifyStarbucks

Live query

/spending/personal-care/BR/2030

+42%

vs 2024

USD 38B

Category

12 cities

Above avg

Why we built it

Why we built World Data Intelligence

One platform to compare markets, explore cities, and project categories, with the granularity strategy teams actually need.

  • Total spending and category-specific data
  • Over 9,000 cities
  • All ages and generations
  • All spending groups
  • Through to 2040
Get access

190+

Countries

9,000+

Cities

200+

Categories

100+

Demographic breaks

2040

Projections through

Insights in action

Our latest thinking

World Consumer Outlook

Outlook

World Consumer Outlook

  • Quarterly flagship
  • Global spending shifts
  • Through 2040
Read
Beauty in the Eyes of the Spender

Report

Beauty in the Eyes of the Spender

  • Personal care
  • Segment sizing
  • 9,000+ cities
Read
Chart of the Week

Chart

Chart of the Week

  • One data story
  • Every week
  • Free to explore
Read
Spending Longer and Living More

Report

Spending Longer and Living More

  • Silver Generation
  • Longevity economy
  • 2040 view
Read
The X Factor

Webinar

The X Factor

  • Gen X spend
  • Global trends
  • Category shifts
Read
Global consumers represented as an abstract data network

Customer story

Beauty, sized properly

A global cosmetics leader was underestimating the lower-middle-class beauty segment across emerging markets.

Challenge

The strategy team was sizing beauty demand from national averages, missing sub-national opportunity.

Solution

World Data Lab provided city-level spending across 200+ categories and 4 income tiers.

Result

A repositioned portfolio unlocked a USD 1.4B lower-middle-class segment across LatAm and Asia.

"World Data Lab provides a single source of truth for the global middle class. "

Asmita Dubey

Chief Digital and Marketing Officer, L'Oreal

FAQ

Questions, answered

World Data Lab is a data company that provides consumer spending projections across 190+ countries, 9,000+ cities and 200+ categories, forecasting demographics and spending patterns through 2040.

World Data Lab harmonises official government, UN and central bank statistics into a single global methodology covering 99.5% of the world population, and refreshes projections at least four times per year.

Global brands such as Coca-Cola, Colgate-Palmolive, Uber, EBANX and Mastercard Foundation use World Data Lab to size markets, prioritise cities and understand generational spending shifts.

World Data Lab publishes consumer spending and demographic projections through 2040, updated at least four times a year.

Discover the Future With Data

Get consumer spending projections across 190+ countries, 9,000+ cities and 200+ categories - through 2040.