SEM tracking is the process of measuring paid search performance across clicks, conversions, costs, and revenue, connecting ad spend to business outcomes at a granular level. Done well, it tells you which campaigns, keywords, and match types are generating returns. Done poorly, it produces a dashboard full of numbers that look impressive and mean very…
The best tools for monitoring AI Overviews right now are a combination of dedicated AI search trackers and established SEO platforms that have added AI Overview detection to their feature sets. The short list includes SE Ranking, Semrush, BrightEdge, Authoritas, Ahrefs, Moz Pro, and Google Search Console used in combination. None of them gives you…
A digital marketing report is a structured summary of marketing performance data across channels, campaigns, and time periods, designed to inform decisions rather than document activity. The best ones answer a specific business question. Most don’t. After two decades of running agencies and reviewing performance data across hundreds of client accounts, I’ve seen more reports…
Marketing attribution is the attempt to assign credit for a conversion to the marketing touchpoints that preceded it. The challenge is that this sounds more tractable than it is. Real buying decisions involve multiple channels, long time horizons, and human behaviour that no model fully captures, which means every attribution system is an approximation at…
Self-serve TV advertising platforms have made it possible for mid-market brands to run connected TV and linear campaigns without a media agency sitting in the middle. The measurement these platforms provide, however, is a different matter. Most of it is directionally useful, structurally limited, and far more optimistic than the underlying reality warrants. Understanding what…
Incremental revenue is the revenue your marketing activity generates that would not have existed without it. Not total revenue attributed to a channel. Not last-click conversions. The actual, additional business created by a specific campaign, channel, or spend decision, measured against what would have happened anyway. That distinction sounds simple. In practice, almost no marketing…
Healthcare marketing analytics operates under constraints that most measurement frameworks were never designed to handle. Privacy regulations, long patient decision cycles, offline conversion points, and the fundamental sensitivity of health-related data create a measurement environment that is genuinely different from retail, finance, or B2B software. The standard playbook does not transfer cleanly. That does not…
TV advertising analytics is the practice of measuring the business impact of television campaigns, connecting on-screen exposure to downstream outcomes like website visits, search lift, sales, and brand consideration. It has never been straightforward, and anyone who tells you otherwise is selling something. Unlike paid search, where a click produces a clean, timestamped data point,…
Digital marketing analytics is the practice of collecting, measuring, and interpreting data from your online marketing activity to understand what is driving business outcomes and what is not. Done well, it gives you a clear line of sight between marketing spend and commercial results. Done badly, it produces dashboards full of numbers that make everyone…
Unified marketing measurement is the practice of combining data from multiple channels, models, and methodologies into a single, coherent view of how marketing activity contributes to business outcomes. Done properly, it replaces the fragmented, channel-siloed reporting that most marketing teams still rely on with something closer to an honest picture of what is actually working….
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