MMasters in Business
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FinanceZeke Faux

Ponzinomics Circular-Value Test

Expose token systems whose only utility is earning more of the same token

Difficulty
Easy
Time to result
~days to results
Steps
6
Confidence
96%

The Ponzinomics Circular-Value Test evaluates whether a token ecosystem creates value outside itself or merely cycles demand among participants. Start by tracing the promised reward to its funding source. If users buy an asset to access an app, use the app to earn a token, and value that token mainly because it buys more access to the same reward process, the economic logic is circular. Apparent yields may persist while new participants contribute money, but the system has no durable external buyer for its rewards. The decisive stress test is to remove new entrants: if token prices, user returns, and product participation all collapse together, recruitment rather than productive activity was supporting the model. The method applies beyond crypto to any closed reward economy offering unusually high returns.

Origin

Extracted from Masters in Business through Zeke Faux's explanation of explicitly “ponzi ish” DeFi structures and apps such as StepN.

Core principles

  • 01Rewards need demand outside the reward system.
  • 02A token cannot justify its own value merely by producing more tokens.
  • 03High yields must come from an identifiable economic source.
  • 04Early returns may be funded by later participants.
  • 05A product that stops working without new entrants is structurally fragile.

How to run it

  1. 1

    Map the Entry Cost

    Document the money, token, NFT, or other asset a participant must acquire before using the product. Identify who receives that initial payment.

    Pro tip Include secondary-market purchases and transaction fees, not just official charges.

    Watch out Gamified or technical language can obscure a straightforward financial buy-in.

  2. 2

    Trace the Reward

    Identify exactly what participants receive and who creates it. Determine whether the reward represents cash flow, ownership, a claim on assets, or another newly issued token.

    Pro tip Translate every reward into plain economic language.

    Watch out Token issuance creates units but does not create corresponding economic value.

  3. 3

    Ask Why the Reward Is Wanted

    Find demand for the reward that does not depend on earning more rewards. If the main answer is that the token enables participation in the same system, mark the loop as circular.

    Pro tip Interview non-participants to test whether external customers exist.

    Watch out Exchange trading is not automatically evidence of end-user demand.

  4. 4

    Locate the Yield Source

    Reconcile promised returns with identifiable revenue. Compare payouts against operating income, fees from genuine customers, and money entering from new participants.

    Pro tip Require numbers that explain the yield rather than accepting claims about community growth.

    Watch out Returns far above prevailing market rates deserve heightened scrutiny.

  5. 5

    Remove New Entrants

    Model what happens if user growth stops for several months. Check whether current participants can still redeem rewards without selling to incoming users.

    Pro tip Run scenarios for flat growth and net withdrawals.

    Watch out A model that survives only under exponential growth is not durable.

  6. 6

    Evaluate Collapse Distribution

    Determine which participants can exit first and who will hold depreciating tokens or entry assets. Pay special attention to insider allocations and preferential purchase prices.

    Pro tip Compare insider cost bases with retail entry prices.

    Watch out Early participants may profit even when the overall structure destroys value.

In the wild

StepN's Virtual Shoe Economy

StepN users bought a virtual shoe and earned Green Satoshi Tokens by walking. The tokens lacked meaningful demand beyond participation in the same ecosystem, while the value of shoes and rewards depended on new users arriving to buy in. When growth faded, token and shoe prices collapsed.

→ The circular-value test reveals that recruitment, not exercise-related economic output, sustained participant returns.

A Loyalty App Stress Test

Imagine an app requiring customers to buy a membership token before earning reward tokens. If rewards can only be spent on additional memberships and the company has no external revenue, freeze user growth in the model. Existing members would need to sell rewards to one another, exposing the absence of an outside funding source.

→ The test identifies circular demand before users mistake token issuance for revenue.

Common mistakes

Treating Token Issuance as Revenue

Creating reward tokens does not fund their redemption. Sustainable payouts require money or value from outside the reward loop.

Extrapolating Early Growth Forever

Rapid recruitment can temporarily support attractive returns, but it cannot demonstrate that the structure works at maturity.

Ignoring Insider Entry Prices

Insiders may remain profitable after a crash because they acquired tokens much more cheaply than later buyers.

Is it for you?

Best for

People evaluating DeFi protocols, play-to-earn games, loyalty tokens, and high-yield investment products.

Not ideal for

Businesses with independently verifiable customer revenue and rewards funded from operating profits.

From the transcript

“Yes, it was very circular”

Zeke Faux · 12:15

“everyone who did step in was dependent on new people wanting to do step in and wanting to buy these shoes because otherwise there was…”

Zeke Faux · 13:37

“The price crashed and shoe prices are way down.”

Zeke Faux · 13:51

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