What Avinash Kaushik’s insight-to-action framework and Edward Tufte’s clarity principles mean for reporting that founders actually use.
Most reporting dies quietly. It gets built, it gets sent, and it gets ignored, because it is dense with numbers and empty of a decision. The purpose of analytics is not to prove that work happened. It is to tell a founder what to do next.
Data without action is decoration
Avinash Kaushik, Digital Marketing Evangelist at Google and author of Web Analytics 2.0, has spent his career arguing against what he calls vanity reporting, metrics that look impressive but do not connect to a decision.
His insight-to-action discipline insists every reported number should answer a follow-up question: so what should change because of this. A report that cannot answer that question is not doing its job, regardless of how much data it contains.
Clarity is a design discipline
Edward Tufte’s foundational work on data visualisation makes a related but distinct point: the way information is presented determines whether it can be understood at all.
His core principle, maximise the information conveyed per unit of ink, and never let decoration obscure the data, explains why most dashboards fail even when the underlying numbers are accurate. Complexity in presentation is not rigour. It is often a failure to do the harder work of simplifying.
What this means in practice
Reporting should be built backwards from the decision it needs to support, not forwards from whatever data happens to be available. A small number of well-chosen metrics, presented clearly, with a stated recommendation, will change behaviour more reliably than a comprehensive dashboard nobody has time to interpret.
| THE PRINCIPLE – Avinash Kaushik, Digital Marketing Evangelist, Google Every reported number should answer a follow-up question: so what should change because of this. A number that cannot answer that question is not doing its job. |
Frequently asked questions
Why do so many marketing reports get ignored?
Because they present data without a connected recommendation. A founder or leadership team without marketing expertise cannot be expected to translate a dense dashboard into a decision on their own.
What makes a good marketing report?
A small number of relevant metrics, presented clearly, each tied to a stated recommendation or decision, not a comprehensive export of everything that can be measured.
How often should performance be reported and reviewed?
On a cadence tied to how quickly the business can act on it, usually monthly for strategic decisions, with a lighter-touch check on key metrics more frequently.
wfc.
