Where Mobile Money Agents Are Everywhere — Agent Density Rankings 2026
Mobile money is often described as “banking without branches.” But that description misses a crucial piece of infrastructure: the agent network. Agents — local shopkeepers, kiosk operators, and small business owners who enable cash-in/cash-out transactions — are the human backbone of mobile money systems. Without them, a mobile wallet is just a number on a phone screen.
Across the 58 economies with available data from the IMF Financial Access Survey, the density of mobile money agents varies by more than three orders of magnitude — from one agent for every six adults in Nigeria to fewer than 8 agents per 100,000 adults in Mauritania.
This report ranks 58 economies by mobile money agent density and explores the relationship between agent networks, mobile money adoption, and broader financial inclusion.
The Global Rankings: Agent Density
The table below shows mobile money agents per 100,000 adults — the standard metric for comparing agent network penetration across countries of different sizes.
| Rank | Country | Agents per 100,000 adults | Year |
|---|---|---|---|
| 1 | Nigeria | 17,665.9 | 2022 |
| 2 | Thailand | 5,068.8 | 2024 |
| 3 | Zambia | 4,675.8 | 2024 |
| 4 | Ghana | 4,241.2 | 2024 |
| 5 | Eswatini | 3,987.5 | 2024 |
| 6 | Benin | 3,844.5 | 2024 |
| 7 | Malawi | 3,828.5 | 2024 |
| 8 | Tanzania | 3,744.6 | 2024 |
| 9 | Uganda | 3,238.9 | 2024 |
| 10 | Lesotho | 3,140.6 | 2024 |
| 11 | Guinea-Bissau | 2,769.6 | 2024 |
| 12 | Guinea | 2,733.0 | 2024 |
| 13 | Senegal | 2,608.6 | 2024 |
| 14 | Rwanda | 2,521.0 | 2024 |
| 15 | Côte d’Ivoire | 2,248.5 | 2024 |
| 16 | Liberia | 2,008.0 | 2023 |
| 17 | Nepal | 1,691.5 | 2024 |
| 18 | Mozambique | 1,638.3 | 2024 |
| 19 | Albania | 1,592.1 | 2024 |
| 20 | Bangladesh | 1,463.3 | 2024 |
Source: IMF Financial Access Survey, indicator FA57N.PHTADLT_NUM. Values are per 100,000 adults. See full methodology for definitions and dataset construction.
The Full Picture
- Number of economies with data: 58
- Highest density: Nigeria — 17,665.9 per 100,000 adults (2022)
- Lowest density: Mauritania — 7.8 per 100,000 adults (2021)
- Median density: 542.7 per 100,000 adults (Guyana, 2024)
At the bottom of the rankings, agent networks are thin or nascent. Tunisia (9.6 per 100,000 adults, 2023), Turkiye (11.4, 2024), and Vietnam (15.3, 2024) all register agent densities below 20 per 100,000 adults — a stark contrast to the leaders.
The African Dominance
Of the top 20 economies by agent density, 18 are in Sub-Saharan Africa. The two exceptions are Thailand (2nd, 5,068.8) and Nepal (17th, 1,691.5). This geographic concentration mirrors the pattern seen in other mobile money metrics, such as transaction value as a share of GDP and mobile money account adoption.
Africa’s dominance in agent density is not accidental. Mobile money took root first and deepest in markets where traditional banking infrastructure was sparse. When there are few bank branches to reach, mobile money agents fill the gap — often at a fraction of the cost. For a deeper look at how agent networks extend financial access beyond traditional banking, see our article on how mobile money agents compare to bank branches.
Nigeria: The Outlier
Nigeria’s agent density of 17,665.9 per 100,000 adults is more than three times that of the second-ranked country. In practical terms, this means roughly one mobile money agent for every six adults in the country.
Nigeria’s mobile money ecosystem has grown explosively. Despite having only 63.3% account ownership (2024 Global Findex), the agent network has become one of the densest financial infrastructure networks in the world. By comparison, Nigeria’s bank branch density of 26.6 per 100,000 adults is roughly 1/664th of its agent density.
That ratio — 664 agents for every bank branch — captures the scale of the infrastructure shift. For an analysis of how this compares to other countries, see our piece on bank branches vs. mobile money agents.
Agent Density vs. Account Adoption
A common assumption is that more agents drive higher mobile money account adoption. The data shows a more nuanced picture.
Kenya, the global leader in mobile money account adoption (87.5% of adults, 2024 Findex), ranks only 24th in agent density at 1,069.2 per 100,000 adults. Meanwhile, Thailand ranks 2nd in agent density (5,068.8) but has a mobile money account adoption rate of only 21.8%.
The relationship is not linear because agent networks operate differently across markets. In mature mobile money markets like Kenya, the agent network is already built out and optimized for transaction throughput rather than raw coverage. In emerging markets like Thailand, agents are being deployed ahead of demand to build the infrastructure.
For a broader comparison of mobile money and bank-based financial access, see our report on banks vs. mobile money account ownership.
What Agent Density Tells Us
Agent density is a measure of infrastructure reach — how accessible mobile money is in physical terms. It matters for three reasons:
- Last-mile access. In rural areas where bank branches are scarce, agents are often the only form of financial service point within walking distance.
- Cash-in/cash-out liquidity. A dense agent network means users can convert between cash and digital money more easily, reducing the friction that limits mobile money usage.
- Trust and familiarity. When agents are visible in everyday commercial spaces — shops, markets, gas stations — mobile money becomes a normalized part of economic life.
The rural-account-ownership-gap remains one of the biggest challenges in financial inclusion, and agent density is one of the most practical tools for closing it.
Bottom of the Rankings
At the other end of the spectrum, 15 economies register fewer than 100 agents per 100,000 adults:
| Rank | Country | Agents per 100,000 adults | Year |
|---|---|---|---|
| 44 | Samoa | 130.4 | 2024 |
| 45 | Seychelles | 119.4 | 2024 |
| 46 | Honduras | 104.2 | 2024 |
| 47 | Jordan | 81.2 | 2024 |
| 48 | Angola | 80.7 | 2024 |
| 49 | Namibia | 80.6 | 2024 |
| 50 | Philippines | 66.4 | 2021 |
| 51 | South Africa | 58.5 | 2024 |
| 52 | Libya | 51.0 | 2022 |
| 53 | Iraq | 50.8 | 2022 |
| 54 | Bahamas | 42.5 | 2024 |
| 55 | Vietnam | 15.3 | 2024 |
| 56 | Turkiye | 11.4 | 2024 |
| 57 | Tunisia | 9.6 | 2023 |
| 58 | Mauritania | 7.8 | 2021 |
Several of these countries are upper-middle-income economies with well-developed banking systems — South Africa, Vietnam, and Turkiye all have bank branch densities above 10 per 100,000 adults. In these markets, mobile money agents compete with an existing physical banking infrastructure, reducing the need for dense agent networks.
For the Philippines (66.4 agents per 100,000 adults, 2021 data), the low agent density is notable given the country’s 89.9% mobile money transaction value to GDP. This suggests that the Philippines’ mobile money ecosystem relies on a relatively thin agent network handling high-value flows — a model quite different from the high-density, small-transaction model of West Africa.
Conclusion
Mobile money agent density reveals one of the most dramatic infrastructure divides in global finance. In Nigeria, there is one agent for every six adults; in Mauritania, there is one for every 13,000. This gap mirrors the broader divide in digital payment adoption and reflects the different roles that mobile money plays in different markets.
Agent density does not tell the whole story — transaction volume, account adoption, and the quality of financial services all matter — but it is a powerful measure of how deeply mobile money has embedded itself into the physical economy. In the markets where agent density is highest, mobile money is not an alternative to banking; it is the infrastructure of everyday finance.
Sources & Method
Data on mobile money agents comes from the IMF Financial Access Survey (indicator FA57N.PHTADLT_NUM — mobile money agents per 100,000 adults). Data coverage includes 58 economies with observations between 2020 and 2024. The most recent available year is cited for each country. Account ownership and mobile money account adoption data come from the World Bank Global Findex Database 2024 wave. Bank branch density data are from the World Bank World Development Indicators (indicator FB.CBK.BRCH.P5).
For full details on how these indicators are constructed and cross-checked, see the methodology page.