Table 2From “Value-based pricing is a capability before it is a number”
Why can value-based pricing fail even when the dashboard looks complete?
Table 2Why can value-based pricing fail even when the dashboard looks complete?
| Diagnostic object | Question | Minimum record | Failure signal |
|---|---|---|---|
| Value event | What changes for the buyer or user? | Named workflow, risk, time, revenue, or service event. | The claim names value without an observable change. |
| Beneficiary and decision | Who authorizes, experiences, and reviews the value? | Role, decision, user, and economic owner. | One role is treated as proof for all others. |
| Baseline and horizon | Compared with what and when? | Prior state, alternative, boundary, and observation period. | The comparison moves after the price is proposed. |
| Price object | Which number is being discussed? | List, invoice, pocket, transaction, or negotiated price. | A concession is relabelled as quantified value. |
| Delivery check | Did the value event occur after purchase? | Owner, date, observation, and disconfirming result. | Expected value is reported as realized value. |
| Evidence | What can this record support? | Source, population, outcome, uncertainty, and decision. | A descriptive signal is used as a causal result. |
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Source: Table from this essay. Sources and interpretation are given in the article.

From the essay
Pricing & revenue architecture
Value-based pricing is a capability before it is a number
A value price needs evidence, translation, negotiation, and delivery checks. The number is an output of that chain, not a substitute for it.
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