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.
The marketing ROI formula is straightforward: subtract your marketing costs from the revenue generated, divide by those costs, and multiply by 100 to get a percentage. What makes it complicated is not the maths. It is deciding what counts as marketing cost, what counts as attributable revenue, and over what time period you are measuring….
Adobe Analytics competitors range from enterprise-grade platforms like Google Analytics 4 and Mixpanel to mid-market tools like Amplitude, Heap, and Piwik PRO. The right alternative depends on what Adobe is actually costing you, whether that’s licensing fees, implementation complexity, the internal expertise required to get anything useful out of it, or all three. Adobe Analytics…
Multi-touch attribution vendors promise to show you exactly which marketing touchpoints are driving revenue. The reality is more complicated. These platforms offer a genuine improvement over last-click thinking, but they also carry assumptions, limitations, and commercial incentives that most buyers never fully scrutinise before signing a contract. This article covers the main players in the…
Predictive behavioral analytics uses historical data, statistical modeling, and machine learning to forecast how users are likely to behave in the future, whether that is converting, churning, clicking, or abandoning. When it works well, it gives marketing teams a meaningful head start on decisions that would otherwise be reactive. When it is oversold, it becomes…
The Gartner Magic Quadrant for Analytics and Business Intelligence Platforms 2025 positions vendors across two axes, execution and vision, placing them into four quadrants: Leaders, Challengers, Visionaries, and Niche Players. The report is widely used by procurement teams and IT leaders to shortlist analytics platforms, but it measures vendor capability in aggregate, not fit for…
Attribution modelling is the practice of assigning credit to the marketing touchpoints that contribute to a conversion. At its simplest, it answers the question: which channels and interactions drove this sale? In practice, it is one of the most contested, imperfect, and commercially consequential decisions a marketing team makes. Every attribution model is a set…
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