Measurement worksheet

Advertising budget decision meeting worksheet

Published July 3, 2026. Updated July 4, 2026. Status: evergreen worksheet.

Use this worksheet when a campaign readout, attribution report, MMM, lift test, brand study, or attention dashboard is being used to justify a renewal, budget shift, scale, cut, repair, or stronger test.

The worksheet turns a meeting into an evidence record. It does not decide whether a campaign worked by itself. It makes the requested action, evidence rung, included rows, excluded rows, threshold, uncertainty, and next test visible before the recommendation is written.

Editorial desk scene showing mixed campaign reports organized around one central budget decision worksheet before a meeting.
A budget meeting usually starts with too many signals and one decision to make. The worksheet forces the team to name the action first so the evidence can be judged against that action instead of against a vague sense that the campaign looked good or bad.
Use the evidence ladder Choose the next method
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1. Decision context

Action under consideration

2. Evidence rung

Select the highest rung the evidence clears. If a critical evidence lane is weaker, use the weaker rung for the final recommendation.

Evidence ladder board showing campaign report cards feeding into stronger or weaker budget action choices.
The evidence rung is the meeting's speed limit. Delivery and response evidence can justify repair or cautious renewal, but bigger budget actions need stronger comparison evidence before the recommendation moves up the ladder.

3. Rows used and rows excluded

Worksheet review board separating included rows, excluded rows, threshold markers, and uncertainty ranges before a decision.
Rows, thresholds, and uncertainty belong in the same view. If excluded rows, immature outcomes, or a low-end estimate would change the decision, the meeting record should show that before the final sentence is approved.

4. Method and limit check

Evidence sourceCan support nowNeeds more beforeLimit to write down
Attribution reportTracking, path, and timing diagnosis.Budget lift or channel incrementality.Pre-existing demand and unobserved touches are not resolved.
Campaign readoutDelivery fit, response quality, renewal with caveats, or next-test planning.Broad causal impact language.Observed response depends on reporting grain and comparison quality.
Brand studySurveyed awareness, recall, favorability, or consideration movement.Sales, profit, or pipeline claims.Sample source, balance, wording, and outcome relevance govern the decision.
Attention metricExposure-quality and creative diagnostics.Business impact or universal value scoring.Attention is not the same as incremental outcome change.
Lift or geo testBounded causal readout inside the assigned population, market, outcome, and window.Generalizing to every future audience, season, or spend level.Leakage, balance, compliance, and uncertainty still matter.
MMMPlanning ranges and scenario discussion when controls, priors, calibration, and uncertainty are visible.Treating modeled contribution as settled causal truth.Calibration and sensitivity determine how much budget language the model earns.

5. Threshold and uncertainty

6. Meeting closeout

Final budget action board with checked evidence cards, uncertainty range, and repair, retest, or renewal action icons.
The closeout should leave one bounded action, not a stronger story than the evidence earned. A useful meeting record says what to do now, what language is allowed, and what must be measured before the next larger budget move.
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Downgrade rules

If the meeting findsDowngrade toBetter next action
The recommendation depends on attributed conversions without a comparison group.Observed response evidence.Renew cautiously, repair tracking, or plan a holdout.
The strongest result is a small slice without minimum delivery or quality thresholds.Directional comparison or weaker.Retest with minimum cells and fixed slice rules.
A model rank changes materially when priors, exclusions, or calibration anchors change.Directional planning evidence.Use ranges, name assumptions, and require sensitivity review.
A survey result lacks sample source, balance, question wording, or uncertainty.Weak survey evidence.Request method detail before budget language relies on the result.
Outcome rows are still immature or missing buyer-side status.Preliminary observed response.Close the status window before final renewal language.

Pair with

Use this worksheet after the advertising budget decision evidence ladder sets the evidence rung. Pair it with the measurement method selector before choosing a design, the next measurement method guide when the final action needs stronger evidence, the campaign evidence triage tree when the first weak lane is unclear, the uncertainty interval checklist when a threshold needs a range, and the campaign renewal memo template when the meeting result needs final action language.

Keep reading

Choose the next measurement check

Move from this page into method choice, baseline review, and uncertainty language before the evidence is overread.

Method choicePick the evidence designChoose between MMM, lift tests, geo tests, brand studies, attention metrics, and attribution reports. Baseline checkName the comparisonCheck prior-period, matched, holdout, and modeled baselines before observed response becomes lift. UncertaintyBound the conclusionRead intervals, thresholds, noisy slices, and decision language before calling a result meaningful.