Category: Analytics

A broken tracking implementation is one of the more insidious problems in marketing analytics, because it doesn’t announce itself the way a website outage does — conversion numbers simply drop, quietly, and without an active habit of...

Most recurring marketing reports accumulate metrics over time and rarely remove any — a slide or dashboard section added months or years ago for a reason nobody quite remembers, still dutifully updated every reporting cycle despite no...

Marketing teams often default to one measurement format — usually a dashboard, sometimes a recurring report — applied uniformly to every kind of data need, when in practice dashboards, reports, and alerts each serve a genuinely distinct...

Marketing analytics work often gets absorbed informally into a generalist marketer’s role until it becomes a genuine bottleneck — reports built inconsistently, analysis requests queuing up behind other priorities, decisions made on incomplete data because nobody has...

Genuine competitor performance data — their actual conversion rates, their actual customer acquisition cost — is almost never directly available, which leads many businesses to assume competitive benchmarking is impossible without expensive market research. In practice, a...

Marketing has become genuinely data-rich, and much of that data still gets analyzed in a spreadsheet rather than a dedicated business intelligence platform, particularly for small and mid-size teams — which makes genuine spreadsheet fluency a disproportionately...

A technically accurate chart full of correct data can still fail completely at its actual job if the audience walks away without understanding what decision it’s meant to inform — data storytelling is the discipline of presenting...

Marketing forecasting gets treated as either impossible (too many variables, too much uncertainty) or as requiring sophisticated predictive modeling most teams don’t have resources for — the practical reality sits between these extremes, since simple, well-constructed models...

Return on ad spend has become the default headline metric for paid advertising performance, and it’s also one of the more easily manipulated or misinterpreted numbers in marketing reporting — a campaign can show an impressive ROAS...

SEO reporting frequently stops at rankings and clicks — genuinely useful, easily available metrics — without connecting either to actual revenue impact, leaving stakeholders holding a report full of rank positions and traffic numbers with no clear...