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The Equation, Defined for Ecommerce
We use the 4th Law of value for Ecommerce as physical transportation of goods:
Vl4,t = k · Pt · γt
We redefined these in marketplace terms:
| Symbol | General Meaning | Ecommerce Meaning |
|---|---|---|
| Vl4,t | Exchangeable value realized at time t | Platform fee revenue actually captured at time t |
| k | Fair Exchange Coefficient | Take rate — Shopee’s commission + service/payment fee (%), fixed by policy |
| Pt | Consolidated Price / economic output | Throughput-capable GMV — units of deliverable inventory × unit price (not just listed stock) |
| γt | Circulation Coefficient | Demand-to-fulfillment ratio = Demandt ÷ Effective Supplyt, where Effective Supply = warehouse stock actually reachable by logistics |
With the saturation correction for γ > 1 (since demand beyond logistics capacity can’t convert to real revenue, only to lost sales):
γ′t = γt for γt ≤ 1 γ′t = 1 + α·tanh(γt − 1) for γt > 1
The practical revenue formula becomes Vl4,t = k · Pt · γ′t, and the gap between the raw and capped version is the revenue leakage caused by logistics blockage.
Example Data Table
Assumptions: k = 5%, unit price = ₱350, α = 0.6
| Scenario | Demand (units/day) | Effective Supply (units/day) | γt | γ′t (capped) | Pt (₱) | Naive Revenue (₱) | Effective Revenue (₱) | Leakage (₱) | Diagnosis |
|---|---|---|---|---|---|---|---|---|---|
| A — Dead stock | 100 | 800 | 0.13 | 0.13 | 280,000 | 1,750 | 1,750 | 0 | Severe undercirculation |
| B — Slow mover | 300 | 700 | 0.43 | 0.43 | 245,000 | 5,250 | 5,250 | 0 | Undercirculation |
| C — Healthy | 480 | 500 | 0.96 | 0.96 | 175,000 | 8,400 | 8,400 | 0 | Balanced flow |
| D — Tight but okay | 550 | 500 | 1.10 | 1.06 | 175,000 | 9,625 | 9,275 | 350 | Balanced (edge) |
| E — Viral spike | 1,200 | 500 | 2.40 | 1.84 | 175,000 | 21,000 | 16,100 | 4,900 | Overcirculation |
| F — Full blockage | 1,500 | 300 | 5.00 | 1.98 | 105,000 | 26,250 | 10,395 | 15,855 | Severe overcirculation |
Reading the table:
- A & B (γ < 0.85): goods aren’t moving — candidates for flash sales, ad boosts, or seller markdown incentives.
- C (γ ≈ 1): the target zone — hold current allocation.
- D is a soft warning — γ just past 1, leakage still small but worth watching.
- E & F (γ » 1): demand is real but logistics can’t deliver it — this is where courier/warehouse capacity fixes recover the most revenue per peso invested, since leakage in scenario F (₱15,855) dwarfs anything undercirculation loses.
Section 1
Trade Model
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