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The South African economy nobody measures
Intelligence ยท Published July 2025

The biggest economy in the country isn't on the chart.

Close to 58 percent of everyone on earth who works, works informally. Not at the edge of the economy. As the economy. Across sub-Saharan Africa the figure runs toward nine in ten. And still our budgets, our credit models and our market-entry decks treat the formal payslip as the default and everything else as a temporary condition people are waiting to grow out of. They are not waiting. They are trading, this morning, in a market our instruments were built not to see.

0%
Of everyone on earth who worksWorks informally โ€” and in sub-Saharan Africa, the figure runs toward nine in ten.
Figure 01
How this argument is built
01What this means02Informalemployment03Informal sector04Township economy05Stokvel flows06Shadow economy
Key takeaways
01

Close to 58 percent of everyone on earth who works, works informally; across sub-Saharan Africa the figure runs toward nine in ten. This is the economy, and our instruments were built to miss it.

02

The deepest customer loyalty and the fastest growth on the continent sit in the layers a diligence deck cannot price. What the payslip model treats as temporary is where most people already trade.

03

Stack an economy by how clearly each layer is measured and a pattern appears: visibility falls exactly as you descend toward the activity that carries the most people.

04

Budgets, credit models and market entry decks that take the formal payslip as the default are optimising the layer they can see and abandoning the one that runs underneath it.

In brief

More than one in four working South Africans earns a living in the economy our headline numbers treat as a rounding error. That economy is not only large. It is growing faster, and holding more loyalty, than the one we count.

The blind spot is not bad data. It is built into the instrument. Whoever learns to read this market first inherits demand no competitor has priced; everyone else keeps planning around a hole in the middle of the page.

The measurement gap ยท informal employment, % of the workforce read across โ†’
0%20%40%60%80%100% South Africa~28%Sub-Saharan Africa~90%
Counted by official labour data Off the books, on the streets, in the group chats Source: ILO & Stats SA, 2025/26
Keep reading
The question this brief answers

If most of the world's workers are informal, why does the largest economy in most countries go unmeasured?

Argument in briefThe largest economy in most countries โ€” informal work โ€” sits off every official chart. Because we measure the wrong object, we misread the labour market, mis-price credit, and design policy for an economy that is not the real one.

Informal EconomyMeasurementLabourReading time 16 minCategory Intelligence
The footnote that runs the country

We treat the informal economy as a waiting room. For most of the planet, it is the main hall.

Start with the number that should reframe everything. Roughly two billion people, close to 58 percent of everyone on earth who works, work informally. Not at the margins of the economy. As the economy.1

In sub-Saharan Africa the figure climbs toward nine in ten workers.2 Yet our instincts, our policies and our pitch decks still treat the formal payslip as the default and everything else as a temporary condition people are waiting to graduate out of. The data says the opposite. Informality is not the absence of an economy. It is the presence of a different one.

South Africa sits inside this story with its own twist. Of the 17.1 million people Stats SA counted as employed at the end of 2025, the formal sector held 72 percent. The informal sector was the second largest source of work at 21.4 percent, with a further 6.6 percent in private households.3 Put plainly, more than one in four working South Africans earns a living in the part of the economy our headline statistics treat as a rounding note.

Reported On that 21.4 percent โ€บ
Stats SA, Quarterly Labour Force Survey, Q4 2025. The 21.4 percent informal sector share was calculated under a refined 21st ICLS definition adopted in 2025. Stats SA itself cautions that the figure is not directly comparable with earlier quarters. We did not just measure the informal economy. We changed the ruler mid measurement. Source 3

And here is the first crack in the instrument: that 21.4 percent was calculated under a brand new definition adopted in 2025. Stats SA itself cautions that the figure cannot be compared with last year's.3 We did not just measure the informal economy. We changed the ruler mid-measurement.

South Africa ยท who works where
17.1 million employed, Q4 2025
Formal sector72.0%
Informal sector21.4%
Private households6.6%

The teal and gold together are the 28 percent of South African work that lives, by design, outside the formal record. Stats SA, QLFS Q4 2025

A statistic is a decision about what deserves to be counted. We decided wrong.
Diagelo ยท Intelligence Brief No. 02
Two briefs, one blind spot

This brief is about what the economy produces and official measurement cannot see: the output, employment and loyalty that never reach a national account. It reads the flow of goods and labour.

Its companion, Africa's Hidden Capital Markets, maps the other half: how capital is raised, allocated and priced outside formal markets. One follows the flow of output, the other the flow of funds. Read together, they close the gap the dashboard leaves open.

Reading the economy by depth

Stack the economy by how clearly each layer shows up in official measurement. Then watch what happens to growth and loyalty as you go down.

This is the idea the rest of the brief rests on. Order the economy's layers from the most visible to measurement at the top, the formal payslip counted to the cent, down to the least visible at the bottom, the creator invoicing a foreign client from a bedroom. Now read two channels off each layer at once: how brightly it shows up on the national dashboard, and how much vitality, growth and loyalty, it actually carries. The two channels do not move together. They lean in opposite directions.

โ†“ Read the stack from the top down. The left column, how brightly each layer registers in measurement, thins as the right column, how fast it is growing and how much loyalty it holds, thickens. Where the two cross is the whole argument.

Measurement signal 95โ€‰โ–ธโ€‰6ย โ†
โ†’ Market vitality 30โ€‰โ–ธโ€‰93
95
30
Formal payslips & VAT
80
40
Registered merchants & card spend
35
60
Informal sector enterprise
20
78
Township commerce & trust
12
85
Stokvel & rotating finance
6
93
Creator & gig frontier
Surface ยท fully counted The measurement line Deep ยท barely counted
What the two columns show

As a layer of the economy becomes harder to measure, it tends to become more important, not less. The brightest part of the dashboard sits over the most inert part of the market. The darkest part sits over the fastest growth and the deepest loyalty.

Visibility and vitality scores are a Diagelo composite, built from the measurement methods and sector signals cited throughout this brief: official coverage on one channel, reported growth and loyalty on the other. They are illustrative of direction and order, not precise magnitudes. The data they summarise is real and sourced below.

Not one blind spot. Several.

Informality is not one economy hiding in the dark. It is several, moving through instruments built for someone else.

Before mapping anything, one piece of housekeeping, because it is where most analysis quietly goes wrong. The word informal is carrying far too much weight. Underneath it sit several different things that happen to share a label, and the moment they are blurred into one number, the number lies. So here is what the term is actually hiding.

01

Informal employment

labour
Who earns outside standard formal arrangements, by job type.Shows where livelihoods actually sit.
02

Informal sector

enterprise
Unregistered and non-VAT businesses and self-employment.Reveals activity beyond tax and POS systems.
03

Township economy

place
Place-based commerce, transport, food, retail and social finance.Shows demand density and local market structure.
04

Stokvel flows

finance
Rotating savings, pooled buying power and trust-based credit.Reveals liquidity, discipline and social capital.
05

Shadow economy

uncertainty
Activity omitted from or hidden from official measures.Shows the scale of measurement uncertainty.

These are not five neat tiers; they overlap, bleed into one another, and refuse to line up cleanly. That is rather the point. A figure that captures one of them gets quoted as if it captured all five, and a market gets miscounted in the gap between the definitions. Hold the distinctions loosely, but do hold them.

Four economies hiding in plain sight

When people picture the informal economy they picture a street vendor. That image is a generation out of date.

The under-measured economy now runs across four very different terrains, each with its own logic, its own rails, and its own gap in the official record. Tap through them.

โ†’ Open all four. The figure is the headline; the line beneath it, what the dashboard misses, is the one that costs money.

Figure 02
$556bnglobal gig market, 2024

The newest and least-measured terrain is digital. The global gig economy was worth about US$556.7 billion in 2024 and is projected to more than triple. South African creators and freelancers plug into it directly, though the country still trails peers like Kenya and Nigeria in online gig work.

What the dashboard missesOfficial data sees almost nothing cleanly. It misses foreign-currency micro-exports, platform dependency, irregular but real income and new youth income pathways.

โ€œA laptop, a fibre line and a foreign client. The whole transaction can happen without a single South African statistic ever noticing.โ€

Why the instrument keeps lying

Ask three credible institutions how big the informal economy is, and you will get three answers that disagree by a factor of six.

This is not incompetence, and it pays to be precise about why. National accounts, survey estimates and shadow-economy models are not aimed at the same object; each catches a different slice and is structurally blind to the rest. But there is a harder dynamic underneath, and it is the part most write-ups skate past. Measurement follows money. The parts of the economy that attract formal capital throw off the records that make them easier still to measure, while the parts that run on cash and trust stay dark precisely because nothing official is watching them. Legibility compounds. So the gap is a trap that deepens on its own, not a fixed blind spot you close by widening the lens. Drag the slider and watch the same country redraw itself.

Figure 03
24.4%
World Economics survey
Quarterly Informal Economy Survey, about 24.4% of GDP.

The narrow national-accounts view sees the informal sector as a small slice of value added. World Economics' survey method lifts it to roughly a quarter of GDP.10 Run Schneider's MIMIC model across sub-Saharan Africa and the shadow economy averages closer to 38 percent.11 Same activity. Three rulers. The gap between them is not noise. It is the size and shape of our blind spot.

The executive error

Most organisations do not ignore this economy. Their instruments are trained not to see it.

The blind spot is architecture, not carelessness. Corporate dashboards privilege the signals the formal system emits, card spend, payslips, registered merchants, and discount everything that moves on cash, trust and the group chat. What the system cannot read, it treats as if it does not exist.

โ†’ Hover or tap any line to see what the miss actually costs.
Your dashboard reads
The market also runs on
Payslips
Income rhythms
โ†’Underwrite the rhythm, not the payslip.
POS data
WhatsApp orders
โ†’Demand you cannot see on a terminal is still demand.
Card spend
Cash velocity
โ†’Cash turns faster than any card you can track.
Registered merchants
Trading networks
โ†’The network is the merchant.
Credit-bureau files
Social repayment histories
โ†’Trust repays long before any bureau file does.
Store loyalty
Neighbourhood trust
โ†’Loyalty here is a person, not a points card.
Static segments
Seasonal obligations
โ†’The calendar, not the segment, sets the spend.
What the gap costs

When the instrument cannot see the right column, demand is underestimated, creditworthiness is mispriced, distribution is misdesigned and loyalty is misread. The result is not bad measurement. It is bad decisions.

You cannot fund, tax, serve or partner with an economy you have refused to measure.
Diagelo ยท Intelligence Brief No. 02
What this is worth to you

The future economy already exists. We are simply not measuring it properly.

That sentence sounds soft. It is a balance-sheet problem. Every organisation building a South African plan on official figures alone is steering by an instrument that omits the part of the market with the deepest loyalty, the fastest growth, and the least competition for those who learn to read it.

The spaza-registration drive of late 2024 into 2025 is the tell, though I want to be honest about how much weight it can bear. Of roughly 50,000 applications, about 19,000 were approved; afterwards, 41 percent of township residents reportedly said they trusted spazas more.9 That last figure comes from a single drive readout, not a longitudinal study, and I would not stake a thesis on the exact number. What is harder to wave away is the direction. A market that grows more trusted as it is counted is not a market waiting to be formalised before it becomes real. It is real now, and trust, not registration, is its currency. The firms that win here will be the ones who measured it first.

Not a conclusion

What this means

An instrument that cannot see most of the economy is not a neutral problem. It hands an advantage to whoever fixes it first, and quietly taxes everyone who does not. The same finding reads differently depending on where you sit.

For investors

The deepest loyalty and the fastest growth on the continent sit in the layers your diligence deck cannot price.

Treat the measurement gap as an information edge, not a risk to be avoided. The logic is uncomfortable but clean: a market no model can see is also a market no competitor has cornered. Township commerce alone is widely put near R900 billion a year, with credible analysts reaching past a trillion, and informal retail is reportedly outgrowing the listed grocers it is supposed to sit beneath. None of that resolves cleanly on a screen built from listed comparables and bureau data, which is precisely why the entry multiples have not been bid up.

The work, then, is to build the instrument the market lacks. Underwrite the rotating-savings group as the credit institution it already is. Price demand from cash velocity and trading networks, not card spend. The firms that compound here will be the ones that measured the place before it was fashionable to, not the ones that arrive once the data has caught up and the margin has gone.

For founders

Build for income that is irregular but real, and for trust the bureau never wrote down.

The household that pools through a stokvel, repays on social trust and earns across three uneven channels is creditworthy in ways no bureau file will ever show. That is a product brief, not a hard-luck story. Design around how money actually moves, the WhatsApp order, the cash float, the month-end obligation to the group, not the rails the formal system happens to emit.

And resist the urge to formalise your customer before you serve them. The spaza-registration drive cuts both ways: registration has its uses, but the thing that earns custom here is trust, not a certificate. Build the trust into the product, and formalisation becomes a feature you can offer, not a gate you make people climb.

And, more briefly, for everyone else

Governments

You cannot tax, protect or plan for what you refuse to measure. Fund the instrument before the next formalisation drive: count the informal sector as a first-class economy, not a residual line.

Citizens

The stokvel, the spaza account, the income invoiced in dollars are not the waiting room before the real economy. For most of us, they are it. Ask why instruments paid for with public money still cannot see the work that feeds your street.

Universities

The richest unsolved measurement problem on the continent is sitting in plain sight. The methods that finally read this economy will be exported, not imported.

Ecosystem builders

Stop convening the formal economy and calling it the economy. Taxi ranks, trader associations and rotating-savings groups already move value. They are infrastructure. Build with them, not around them.

The opportunity is hidden by measurement, not by size. It stays out of view because the instruments are wrong.

If a plan for South Africa ends where the official statistics end, it ends too early. The conversation worth having is about the 28 percent the dashboard cannot see, and the markets hiding inside it.

Start the conversation ย โ†’
hello@diagelo.africa ย ยทย  Johannesburg
The receipts

Sources & further reading

Every figure above is drawn from published data. Where estimates differ, we have said so on purpose, because the disagreement is the point.

  1. International Labour Organization, Women and Men in the Informal Economy: A Statistical Update (2023), via the ILO and WIEGO statistical picture. Roughly 2 billion workers, about 58 percent of global employment, are informally employed. wiego.org
  2. International Labour Organization, World Employment and Social Trends 2026. Informal employment reaches around 90 percent of workers in sub-Saharan Africa. ilostat.ilo.org
  3. Statistics South Africa, Quarterly Labour Force Survey, Q4 2025, and commentary on how informality shapes employment. Formal 72.0%, informal sector 21.4%, households 6.6% of 17.1 million employed, under refined 21st ICLS definitions not comparable with earlier quarters. statssa.gov.za
  4. Statistics South Africa, Survey of Employers and the Self-employed (SESE) 2023. About 1.9 million South Africans ran non-VAT-registered businesses in 2023, up from 1.5 million a decade earlier; 88.9% of owners were Black African. statssa.gov.za
  5. National Stokvel Association of South Africa (NASASA), via EWN and IOL, 2025. More than 11 million members across over 800,000 stokvels, collecting an estimated R50 billion a year. ewn.co.za
  6. 27four, Lemok Agency and others, 2025/26, reported via IOL and BusinessTech. The township economy is widely valued near R900 billion a year, with some analysts estimating up to R1.1 trillion. iol.co.za
  7. BusinessTech, 2026, on informal retail. Informal retail turnover is estimated near R190 billion a year, with the sector reported to be outperforming major formal grocery chains. businesstech.co.za
  8. JobLeads, Online Labour Observatory & WEF, via ITWeb, 2025. The global gig economy was about US$556.7 billion in 2024; South Africa's online gig sector trails peers such as Kenya and Nigeria. itweb.co.za
  9. The Media Online, 2025, on the spaza registration drive. Of 49,915 applications, 19,386 were approved; 41 percent of township residents reported greater trust in spazas afterwards. themediaonline.co.za
  10. World Economics, Quarterly Informal Economy Survey, 2025. South Africa's informal economy estimated at about 24.4 percent of GDP. worldeconomics.com
  11. Schneider, F. (2010), "New Estimates for the Shadow Economies all over the World," International Economic Journal 24(4); and Medina, L. & Schneider, F. (2018), "Shadow Economies Around the World," IMF Working Paper WP/18/17. Sub-Saharan Africa's shadow economy averages roughly 37.6 percent of official GDP. imf.org