Google brings Meridian marketing mix modeling into Analytics 360

Google is expanding its measurement capabilities with new integrations between Google Analytics 360, Meridian and predictive AI reporting tools as announced today at Google Marketing Live 2026.

Driving the news. Meridian, Google’s open-source marketing mix modeling platform, will be integrated directly into Google Analytics 360.

The integration is designed to help advertisers:

• Unify first-party and cross-channel data
• Measure incremental performance
• Forecast campaign outcomes
• Optimize media mix investments

Google is also introducing Qualified Future Conversions (QFCs), a predictive reporting metric powered by Gemini.

QFCs connect current ad activity with future sales signals such as branded search behavior.

How it works. Meridian combines first-party data, media signals and cross-channel performance metrics inside Google Analytics 360 to model incremental impact and forecast outcomes. Qualified Future Conversions uses Gemini-powered predictive signals to estimate how current ad engagement may influence future purchasing behavior.

Over time, Google plans to integrate QFC insights directly into Meridian to improve predictive modeling accuracy.

The updates are part of Google’s broader push to simplify measurement and improve ROI forecasting in an increasingly fragmented media environment.

Why we care. Measurement and attribution continue to grow more difficult as customer journeys become less linear and privacy restrictions expand.

Google’s latest updates show the company investing heavily in predictive modeling, incrementality and AI-assisted forecasting to help advertisers better understand long-term performance.

The combination of Meridian and QFCs could also help marketers make stronger budgeting decisions by linking current campaign activity to future business outcomes.

What to watch. Predictive measurement and incrementality modeling are becoming more important as attribution grows more fragmented. Advertisers will likely test whether Meridian and QFCs provide more actionable forecasting compared to existing attribution and MMM solutions.

Availability. Meridian integrations are coming to Google Analytics 360 globally across all languages. QFCs are currently available in a restricted global pilot with broader beta access expected later this year.

Dig deeper. More Google Marketing Live 2026 news from today:

• Google tests new conversational ad formats in AI Mode and Search
• Google launches AI Performance Insights and Conversational Attributes in Merchant Center
• Google expands Direct Offers with AI-generated bundles, native checkout and travel deals
• Google expands Demand Gen with YouTube creator tools
• Google upgrades Asset Studio with Gemini-powered creative generation and video tools
• Google expands Universal Commerce Protocol and launches new agentic shopping tools
• Google launches Ask Advisor across Ads, Analytics and Merchant Center

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