Authored synthetic example — no live AI
Should we repeat the promotion?
A fictional operator sees higher bundle sales. A small comparison shows why sales alone cannot answer whether to repeat the promotion. Everything below is invented to explain the method; it is not a client result or a forecast.
No account, business records or contact details needed. Inspect three source cards, change an assumption, then take away the next question. Nothing you select here is sent or saved.
S1 · Fictional sales record
100 bundles sold at $8 each; product cost is $5 per bundle.
S2 · Fictional setup record
Promotion setup cost is $120. A $100 vendor allowance is mentioned but has no confirmation.
S3 · Comparison assumption
Without the bundle, an unknown number of these customers would buy other products contributing $4 each.
What could change the answer?
A mention of funding is not evidence that it was earned. Revenue from a bundle may also replace revenue from other products.
Illustrative incremental contribution
-$20
S1: $300 product contribution
S2: −$120 setup + $0 allowance
S3: −$200 alternative contribution
Interpretation to check
Under these assumptions, higher bundle sales do not justify repeating unchanged. Revise the offer or resolve the evidence gap first.
Still unknown
Actual substitution, staff effort, waste, longer-term customer effects and other costs. This limited comparison is not net profit or causal evidence.
A useful next action
Confirm the allowance and compare the displaced purchases before deciding. If your team’s reports already answer those questions, use them. Otherwise, a small comparison may be enough; new software is only one option.
What participation would involve
For an actual scoped review, a decision maker and operating reviewer would agree the question, provide authorized records and check definitions. This example requires none of that and makes no finding about your business.
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