Pages tagged "attribution"

3 pages tagged with attribution. ← all tags

• Marketing Analytics in 2026 — The Cookieless Stack Cookie deprecation broke last-click attribution. MMM adoption surged 212% since 2023. Data clean rooms + AI-driven attribution + incrementality testing now constitute the operating stack. The 2026 reality is dual-model: multi-touch for tactics, MMM for strategy, AI reconciles. Plus LTV/CAC cohort analysis as the capital-efficiency layer underneath.
• Incrementality Testing — The Causal Layer Under Marketing Attribution Incrementality testing measures the *causal* contribution of a marketing channel — what would happen if you turned the campaign off. Distinct from attribution, which is correlational. The three main test designs are geo-holdout, audience-split, and time-based. When MMM and incrementality disagree, incrementality wins. The 2026 best practice: fewer tests that materially change decisions, not more tests.
• Marketing Mix Modeling — Top-Down Statistical Attribution Marketing Mix Modeling (MMM) estimates the contribution of every marketing channel to revenue using aggregate spend and outcome data — no cookies, no pixels, no user tracking. Adoption surged 212% since 2023 because cookie deprecation broke last-click; MMM doesn't need tracking. Google's Meridian (2024) and Meta's Robyn democratized what was a six-figure consulting engagement.