Tag: KPIs
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The brief is the last moment everything makes sense
What happens after the team hands over the brief The brief is the last moment everything makes sense. The objective is clear. The team sets the budget. And defines the audience. Everyone agrees on what success looks like. And then execution begins, and the document stops being the campaign. Not because anyone ignores it. Because execution is a different environment. Platforms have their own logic. Algorithms have their own priorities. The conditions the brief addressed shift within days, sometimes within hours. And the system running the campaign doesn’t read the brief. It follows its last instruction, at the speed its…
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Decision latency costs more than you think
What decision latency actually is Decision latency is the interval between the moment a signal appears in your campaign data and the moment your system acts on it. In a human-managed process, that interval includes: someone noticing the signal, flagging it, the team reviewing it at the next available checkpoint, agreeing on a response, and implementing the change. At its fastest — a responsive team, a clear signal, no approval friction — that process takes hours. In normal operating conditions, it takes days. In complex organizations with multiple approval layers, it can take a week. The market doesn’t pause while…
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Report gaps: 5 things your campaign hid this week
At 3am, the report and your CPM disagreed Your CPM spiked 28% on two exchanges between midnight and 6am. The platform reported average CPM for the day. Average looked fine. It wasn’t fine. A significant portion of your overnight budget ran at a price that a real-time system would have redirected. The average absorbed the problem and made it invisible. This isn’t a reporting failure. It’s a structural issue. Daily averages are designed to summarise, not to signal. When the signal matters most, in the hours when no one is watching, the summary is all that remains. You paid for…
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Agency KPIs: built to protect them, not you
How agencies design their KPIs No one sat down and decided to design a KPIs framework that would obscure performance. That’s not how these things happen. Agency KPIs emerged the way most professional standards do: organically, over time, shaped by what was possible to measure, what was possible to influence, and what was possible to demonstrate to a client in a quarterly review. The result is a framework that centers variables where human expertise shows and attributes clearly. Reach. Frequency. CPM efficiency. Campaign setup quality. Reporting turnaround. Strategic recommendations delivered. These are real inputs. They reflect genuine work. The problem…