Google Just Added Qualified Future Conversions to Analytics 360. The Predictive Metric Is the Real Story.

Google introduced Qualified Future Conversions in Analytics 360. The new metric was announced at Google Marketing Live 2026 on May 20. It uses Gemini to predict which users in a property are likely to convert and reports that probability as a forward-looking metric.

The mechanics are straightforward. GA4's predictive audiences already exist. They give you a list of users with high purchase or churn probability. Qualified Future Conversions takes the same modelling and turns it into a reporting metric you can compare against historical conversions. The metric sits in the standard analytics interface, available to anyone with reporting access.

The shift is from descriptive analytics to predictive analytics inside the same tool. Reports used to tell you what happened. Reports now tell you what is going to happen if behaviour patterns hold.

Most marketing reporting is backward-looking. A team meets on Monday, reviews last week's numbers and makes decisions for the upcoming week. By the time the data points to a problem, the problem is already three weeks deep. Predictive metrics flip that. The signal arrives before the outcome.

For Australian marketing teams, this matters in two practical ways. First, weekly performance reviews can start using probability-of-conversion as a leading indicator. If QFC drops by 15 per cent week on week, the team can investigate without waiting for actual conversion data to confirm. Second, optimisation decisions can be tied to projected outcomes rather than backwards-looking ROAS.

The harder question is trust. Predictive metrics only work if the model is well-calibrated. A QFC metric that consistently over-predicts will lead to misallocated budgets. A metric that under-predicts will leave money on the table. Google has not yet published calibration data. The first six months of running the metric will tell teams whether to bet decisions on it.

There is also a tier story. Qualified Future Conversions launched in Analytics 360, the paid version of GA4. The free version of GA4 does not get the metric. For Australian businesses on free GA4, the analytics gap between paid and free just widened.

If you are on Analytics 360, enable QFC tracking this week. Start collecting data immediately so the model has time to learn your property's patterns before you make decisions off it.

Build a weekly comparison report. QFC predicted last week vs actual conversions this week. The variance is the calibration signal. If the model is consistently off by more than 15 per cent, do not bet decisions on it yet.

Pair QFC with your existing ROAS and CPA reporting. Use it as a leading indicator, not a replacement. Predictive metrics are most useful as early-warning systems, not as primary KPIs.

If you are on free GA4, evaluate whether the gap to Analytics 360 has finally widened enough to justify the upgrade. The pricing has not changed. The feature gap has.

Brief the finance team. Predictive metrics in marketing reports will lead to predictive budget conversations. Make sure the CFO understands how QFC works before it shows up in a planning deck.

GA4 was a descriptive product. With QFC, it is becoming a predictive one. The teams that learn to use the new metric will plan better than the teams that wait.