GA4 Retention May Have Eaten Your Black Friday 2025 Data: Unless someone changed the retention setting before January, the session-level detail from last year's peak has expired from Explorations. What survives, what does not, and the one file that never expires.
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Channel comparison
Platform-reported vs. causal contribution
Platform-reported numbers double-count assists; causal inference reveals reality
GA4 keeps event-level and user-level data for two months by default. The setting can be raised to 14 months for a standard property, but raising it does not restore rows already deleted. Black Friday 2025 ended ten months ago. If nobody changed the setting before late January 2026, the session-level detail from last year's peak has expired from Explorations, and no vendor can bring it back.
Octalysis calls this an Evanescent Opportunity: a thing that was available and quietly stopped being available, with the loss felt only afterwards. Most brands feel it in October, when someone tries to build last year's Cyber Week funnel in an Exploration and gets a thresholded, partial, or empty result.
What retention controls, and what it does not
The retention setting governs the data behind Explorations: funnels, path analysis, segment overlap, user explorer, cohort tables. Those need event-level rows, and event-level rows older than the window are deleted. The standard reports are built from aggregated tables and keep showing last year's sessions, revenue and channel groups regardless of the setting.
So the aggregated answer survives: how much revenue GA4 attributed to each default channel group on 28 November 2025. The new question does not: which sequence of channels the buyers who came back on Cyber Monday had touched in the two weeks before. If you did not ask it while the rows existed, the rows are gone.
The setting to check today, and the date to remember
Admin, Data settings, Data retention. Two options for a standard property: 2 months or 14 months. Set it to 14 months now and the events from Cyber Week 2026 stay available until late January 2028, which covers the whole of next year's planning window and the Black Friday 2027 comparison. It cannot recover anything already deleted.
The Price of Being Found notes a related finding from its publisher's own warehouse: the analytics history available for the coverage analysis was eleven months, which the authors treat as a finding about how long anybody's measurement memory actually is. Two months is shorter than that.
The file that does not expire
There is one artefact of last year's peak that no retention setting touches: an export you made. A GA4 export to CSV, or the raw event tables in BigQuery if the link was on, lives in your own storage under your own rules. You don't own your attribution data makes the wider case; this is the narrow, dated version of it. The export is also the input to a causal attribution read, which estimates per-channel incremental contribution with intervals from the data you hold rather than from the platform's memory of it.
If you exported Cyber Week 2025 at the time, you still have the option the retention setting removed. If you did not, export Cyber Week 2026 in the first week of December, before any of this repeats.
Why this is a Black Friday problem specifically
Peak weeks are when the interesting questions live. The rest of the year, the difference between a 2-month and a 14-month window is academic; nobody rebuilds a quiet March funnel in October. Cyber Week is the one period a brand wants to interrogate a year later, with a new hypothesis, and it is precisely the period that a default setting makes unavailable exactly when the next one is being planned.
What to do this week
- If you own the budget: open the retention setting and read it. If it says 2 months, change it, and write the date down somewhere that survives staff changes.
- If you have to defend the number: check whether a BigQuery link or a dated CSV export of November 2025 exists anywhere in the company. If it does, it is your only route to a like-for-like Cyber Week comparison, and the input to the read you would otherwise be estimating from memory.
The Black Friday 2026 calendar lists the other three deadlines. Two of them are still open.
GA4 retention options as documented for standard properties on 9 September 2026. The eleven-month warehouse observation is from The Price of Being Found (Edition 2.10), Chapter 8.
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Key Terms in This Article
Analytics
Analytics is the systematic computational analysis of data. It reveals customer behavior and measures campaign performance.
Attribution
Attribution identifies user actions that contribute to a desired outcome and assigns value to each. It reveals which marketing touchpoints drive conversions.
Black Friday
Black 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.
Causal Attribution
Causal Attribution uses causal inference to determine which marketing touchpoints genuinely cause conversions, not just correlate with them.
Cyber Monday
Cyber Monday is the Monday after Thanksgiving, known for significant online shopping deals. It consistently ranks as one of the largest e-commerce sales days of the year.
Revenue
Revenue is the total income generated by the sale of goods or services related to a company's primary operations.
Session
A Session is a group of user interactions with your website within a given timeframe. It can include multiple page views, events, and transactions.
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Frequently Asked Questions
How long does GA4 keep data by default?
Event-level and user-level data is retained for 2 months by default in a standard GA4 property. The setting can be changed to 14 months. The retention period affects Explorations; the standard aggregated reports are not affected by it.
Can I recover GA4 data that has already expired?
No. Raising the retention setting keeps data collected after the change for longer, but rows that have already been deleted under the previous window are gone. The only copies that survive are exports you made, such as a CSV export or the BigQuery event tables if the link was enabled at the time.
Does GA4 data retention affect my Black Friday revenue reports?
The standard reports, including revenue by default channel group for past dates, keep working because they use aggregated tables. What expires is the ability to build new Explorations, such as funnels, path analyses or cohorts, on last year's event-level data.