World Data Lab
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Demography

Demographics are king.

Track the evolution of the consumer class through 2040+ by age, gender, generation and spending group - across 190+ countries and 9,000+ cities.

8B

Consumers modelled

100+

Demographic breaks

5

Generations tracked

4

Income tiers

Sub-national demography

India is big and growing quickly - but Mumbai doesn't spend like Delhi.

National demographic averages hide the growth. We show you how age structure, income and spending patterns differ city by city - the level at which category and market decisions are actually made.

Granularity

350-meter hexagons. Forecast to 2040 and beyond.

We create insights by breaking down current population and spending across 190+ countries into 350-meter hexagons - the smallest reliable unit of consumer geography. Understanding the "who" behind every hexagon makes our insights actionable and quantifiable for our clients.

350m hexagons

Sub-national resolution the level at which decisions are made.

Globally harmonized

One methodology across every country, every year.

Forward looking

Population and spending projected to 2040.

Quantified

Every trend expressed as a number you can plan against.

Client applications

How our clients use our demography data

Teams at World Data Lab clients use our data to build a deeper understanding of market trends, consumer behaviour and competitive dynamics - enabling strategic, data-driven decisions that drive growth and innovation in their industries.

Enter new markets

Size demand before committing capex, sales headcount or shelf space.

Target the right cohort

Isolate the age, income and generation combinations that will actually convert.

Prioritise cities

Rank cities by future consumer class growth, not last year's GDP.

Download

Download our demography slides

Uncover the key demographic shifts shaping the next decade of consumer demand - and use them to sharpen your next business decision.

  • Consumer class growth by region, 2024 - 2040
  • Generational balance shift: Boomers to Gen Z to Gen Alpha
  • Fastest-growing cities by spending power
  • Income tier migration by country

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Model the world's consumer class

Access demographic projections for 190+ countries and 9,000+ cities through 2040.