Finding weak ad spend before the budget freeze
Once the budget is locked, a finding becomes a note for next year. What is genuinely achievable in the weeks before the numbers are set.
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By Joris van Huët, Founder & CEOUpdated 3 min read
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Once the budget is locked, a finding is a note for the following cycle. The weeks before the freeze are the only window where a read changes an allocation rather than documenting one.
What fits before the freeze
| Weeks out | What is achievable | What it can change |
|---|---|---|
| Six or more | A read plus a short holdout on one channel | The channel split |
| Two to four | A read, and the claim ratio | Weightings, and the framing of the plan |
| Under two | The claim ratio | The conversation, not the numbers |
| After the freeze | Everything | Next year |
The six-week version
A causal read to narrow the field, then a geo holdout on the single channel where the read and the platform reporting disagree most. That produces one properly evidenced number in time for the plan, which is worth more than a table of unresolved estimates.
Holdouts need a pre-period, so six weeks is close to the minimum. The last day to start a holdout covers the same arithmetic for the peak calendar.
The two-to-four week version
A read on a window with real spend variation in it, plus the claim ratio. That is enough to argue for a different weighting and to explain why the plan should not be built directly on platform-reported returns.
The read is €99 once on a Google Analytics export, refundable within 30 days, no questions asked, returning per channel what it caused next to what last-click gave it, a data-health score rather than a confidence interval, and a next step.
The under-two-week version
Just the claim ratio. Twenty minutes, no tooling, and it reframes how the room reads the platform numbers it is about to allocate against. It will not change the split this year and it often changes how next year's process is designed, which is the larger win. Method in the claim ratio.
The one thing to secure in the plan itself
Permission to hold one channel steady for a measurement window during the year. It costs nothing at planning time and it is nearly impossible to get later, because by then the money is committed and any pause looks like a cut.
That single line in the plan is what makes next year's read resolvable, and almost nobody asks for it.
Check before you plan a window
Your analytics retention setting governs how far back you can read, and it expires quietly. Confirm it covers the period you intend to analyse before building the plan around it, as covered in the two-month retention trap.
The honest note
The freeze is a real deadline and it is the only one here. Everything else can be done afterwards, and doing the read afterwards is still worth it, because next year's plan starts sooner than it feels.
Related answers
Frequently asked questions
How long before a budget freeze should I run a read?
Six weeks or more if you also want a holdout on one channel, since holdouts need a pre-period. Two to four weeks is enough for a read plus the claim ratio, which can still change weightings and framing.What if the budget is already locked?
Run the claim ratio anyway. It will not change this year's split, but it usually changes how next year's planning process is designed, which is the larger win over a two-year horizon.What should I ask for in the plan itself?
Permission to hold one channel steady for a measurement window during the year. It costs nothing at planning time and is nearly impossible to obtain later, when any pause on committed money looks like a cut.
Go deeper: Causal attribution, explained.
Sixty-second versions of these ideas: Causality Engine on YouTube Shorts.
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Keep reading
Terms in this article
- Ad SpendAd Spend is the total amount invested in advertising campaigns. It is measured against Return on Ad Spend (ROAS) to evaluate campaign effectiveness.
- AnalyticsAnalytics is the systematic computational analysis of data. It reveals customer behavior and measures campaign performance.
- AttributionAttribution identifies user actions that contribute to a desired outcome and assigns value to each. It reveals which marketing touchpoints drive conversions.
- Black FridayBlack Friday is the day after Thanksgiving in the United States. It marks the start of the Christmas shopping season and is a major sales event for retailers.
- ClickClick is the action a user takes to interact with a digital advertisement, redirecting them to a website or landing page. Clicks are a fundamental metric for measuring ad engagement and a primary input for click-based attribution models.
- Confidence IntervalConfidence Interval is a statistical range of values that likely contains the true value of a metric. In marketing analytics, it quantifies uncertainty around estimates, indicating the precision of an outcome or causal effect.
- Google AnalyticsGoogle Analytics is a web analytics service that tracks and reports website traffic.
- Holdout TestA holdout test is an experiment that keeps a random part of an audience from seeing a campaign and compares its results with those of the part that could see it. The held-out part is the control group, so the gap in outcomes estimates what the campaign added.