Bringing the informal economy into the AI era

Ginger combines local contributors with AI to gather market intelligence, reach new audiences and drive sales.

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Modern businesses are built for data-rich markets.

Customers are found online, behaviour is measured, and growth is optimised from a dashboard.

The dashboard world

A campaign launches.

A crowded market street in Lagos seen from above

But not every important market works this way.

Today, much of the market in the world's fastest-growing economies remains invisible.

03 · 04

People move markets.

The visibility problem

Businesses can't see where products are available, what competitors are charging, or where the next opportunity is emerging. Often, the data simply doesn't exist.

The activation problem

Visibility is only half of it. Here, discovery travels through people. Trust is local. Word of mouth shapes what customers try, buy and believe.

05 Introducing Ginger

A new way into these markets.

Give Ginger an objective. We turn it into missions for local contributors with the right location, profile and connections, and bring back verified results.

Map where our product is stocked across Lagos.
Reach students on three campuses.
Benchmark competitor pricing in Nairobi.
06

Visibility through people.

When the information doesn't exist, Ginger puts real people in the right place to collect it. Thousands of local observations become a current view of the market.

  • Product availability and pricing
  • Brand and competitor visibility
  • Customer experience on the ground
See what conventional data cannot show.
07

Activation through people.

When digital ads can't reach or convert the right customers, Ginger activates the people who can. One trusted recommendation becomes thousands of targeted conversations.

  • Referrals and sign-ups through real social circles
  • Merchant and retailer onboarding in person
  • Local creators and community connectors
Reach through trust. Activate through relationships.
08

Coordinated, targeted, measurable.

Every mission has a clear objective. Every action is linked to evidence. Every result is verified before it reaches you, and before anyone gets paid.

Targeted activity. Verified outcomes.
Mission→Action on the ground→Verified result
09

Both sides of the market, in one view.

Businesses gain visibility where data is missing, and reach where digital channels fall short. They can understand the market, act through the people who shape it, and measure what happened next.

Greater visibility.More targeted reach.Measurable outcomes.
10 Why it matters

Data infrastructure for the informal economy.

Every verified observation adds to something bigger. Ginger is building the data infrastructure that brings the informal economy into the AI-powered economy: the grey parts of the map, lit up and made legible to the systems businesses now run on.

11

Infrastructure businesses can use. Opportunity people can earn from.

Contributors are paid for every successfully completed mission. Local knowledge, human relationships and the ability to act, turned into something a business can plan on.

Partner with us
Partner with us

Tell us what you need to know, or who you need to reach.

We'll come back within two working days with how we'd run it, where we have contributors, and what it would cost.

Or email hello@gingeram.com

Join the network

Ginger is currently in private beta.

We're accepting new members in batches. Leave your contact details and we'll let you know when the next batch opens.