If you cannot measure it, you are guessing. Marketing analytics, conversion rate optimisation, and funnel architecture turn intuition into evidence and evidence into better decisions.
The gap between good marketers and great ones is usually data literacy. Not dashboards and vanity metrics, but knowing which numbers actually predict outcomes and which ones just make reports look busy.
Measured incrementality testing is the practice of isolating the causal effect of a marketing activity by comparing outcomes between an exposed group and a holdout group that did not see the activity. It answers one question that most marketing dashboards cannot: would those sales have happened anyway, without the ad? Most attribution models tell you…
Enterprise marketing metrics in 2025 are shifting away from activity-based reporting toward measures that connect marketing spend directly to business outcomes. The old dashboard, full of impressions, clicks, and cost-per-click benchmarks, tells you what happened inside your campaigns. It rarely tells you what happened to the business. That gap is where most enterprise marketing performance…
Marketing effectiveness in the digital era is not a measurement problem. It is a framing problem. Most organisations have more data than they can act on, yet fewer genuine insights than they need to make confident decisions about where their media investment is actually working. The shift to digital promised accountability that traditional media never…
The right marketing dashboard for a Series A SaaS company looks nothing like the right dashboard for one approaching IPO. Setting up marketing dashboards and OKRs in various SaaS phases means matching your measurement framework to where the business actually is, not where you hope it will be in 18 months. Get that wrong and…
Direct attribution gives credit to the last touchpoint before conversion. Assisted attribution distributes credit across every touchpoint that contributed along the way. The difference between these two models is not just technical. It determines which channels get budget, which teams get recognition, and which marketing decisions look smart in hindsight. Most businesses default to direct…
A unified data model gives marketing teams a single, consistent framework for measuring performance across every channel, campaign, and platform. Instead of reconciling five different definitions of “conversion” from five different tools, everyone works from the same logic, the same metrics, and the same source of truth. Without it, you don’t have a data problem….
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