From records to a measured move
Put a boundary around the next decision.
A short operating history can narrow the choice without pretending
to remove uncertainty.
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01 / Evidence
Bring the evidence together.
Start with comparable observations. This illustrative four-week
snapshot is evidence to inspect, not proof of causation.
Illustrative channel snapshot
| Channel |
Spend |
Conversions |
| Paid search |
$12,400 |
372 |
| Paid social |
$9,800 |
196 |
| Referrals |
$4,600 |
138 |
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02 / Checks
Test what the history supports.
Before moving budget, inspect the conditions behind the apparent
difference.
- Coverage
- Enough comparable periods and complete channel records.
- Response shape
- Evidence of diminishing returns at the current spend.
- Timing
- Seasonality or campaign changes where they are relevant.
- Uncertainty
- A range that reflects how little history is available.
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03 / Boundary
Set the decision boundary.
Turn the result into a small, reversible test rather than a
permanent allocation.
Reallocate up to 10% from paid social to paid
search.
- Recheck window
- 30 days
- Stop or revise
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If blended acquisition cost rises, conversion quality
falls, or the difference disappears.