measurement.no cart, so the metric gets set first.
Most real work doesn't end in a cart. It ends on a shelf, in a store, in a doctor's appointment. That can be measured. What can't be done is inventing the metric at month end.
in three lines
- In consumer goods, retail and health the digital funnel cuts off before the end. That's not a measurement failure, it's the shape of the business.
- The first deliverable of any conversion work isn't a recommendation. It's the definition of what counts as a conversion.
- An intermediate signal is only worth anything if you hold it. One that gets swapped out after a weak month measures nothing, not even that month.
the funnel ends where the pixel doesn't reach
There's an entire category of work the conversion playbook doesn't cover. That playbook was written for e-commerce and subscription software: it assumes a buy button at the end of the journey and assumes that button leaves a record. When the record doesn't exist the whole method collapses, and what usually replaces it is worse than having no method at all.
Two symmetrical mistakes follow. The first is reporting whatever can be counted, impressions, clicks, community, in the tone of someone reporting sales. Nobody lies outright; it's simply left unsaid that none of those figures is a purchase. The second is giving up: accepting that nothing is measurable and falling back on taste, where whoever talks loudest in the meeting wins.
There's a third one, quieter and considerably more expensive: measuring something different every month. When the number picked in January comes in weak in March, it gets replaced by one that looks better. A year later there's no series, no learning and no way to tell whether anything worked.
the definition is the first deliverable
Before touching a campaign there's one deliverable that comes first and almost never gets asked for: writing down what counts as a conversion on this account. It isn't a formality ahead of the work, it is the work. Without it, optimising is decorating.
It's also the deliverable that protects everything downstream. Once the definition exists in writing, every later argument about whether a month went well has a fixed reference point instead of a moving one.
The method is three questions, in this order. First: what would the brand want to happen if the internet didn't exist? It cuts through the noise immediately, because nobody answers clicks. They answer that someone picks the product off the shelf, that someone decides to visit on a Saturday, that someone walks into a medical appointment better informed.
Second: which measurable digital event sits closest to that? Not the one that's easiest to show, the closest one. And third, the uncomfortable one: is that event tracked today? The usual answer is partly. That gap isn't a reason to postpone: it's the first finding of the audit, and often the highest-impact recommendation in the whole engagement.
a signal that predicts, not one that flatters
Picking the intermediate signal is the real technical decision, and not every signal is equal. A good one meets three conditions: it sits close to the behaviour you're trying to cause, it can't be inflated cheaply, and it will still read the same way six months from now.
It helps to treat conversion as a ladder rather than an event. At the bottom sits qualified arrival; then shallow interest, deep interest, the primary conversion, the closest thing to the objective that can still be measured, and at the very top the action that happens off-screen, which almost never gets measured. Choosing a rung partway up is legitimate. Presenting it as if it were the top rung is not.
That produces a reporting rule worth applying everywhere: name the rung. A 12% conversion rate says nothing. That 12% of arrivals completed the tool says something, and can be argued with. In health the logic is identical but the room to move is narrower: no manufactured urgency, no pressure, and no sensitive data going anywhere near a pixel. That work is run by Champe Health, under its own rules.
hold it even when a month comes in weak
A metric only starts earning its keep once it has history. Month one says nothing; month six says a lot. So the real commitment isn't choosing well, it's not redefining halfway through, precisely when the number isn't cooperating. A weak month on the same metric is information. A strong month on a brand-new metric is a change of subject.
The thing to do is agree it up front, in writing: what the number is, who looks at it, how often, and what happens when it drops. An indicator that falls and leaves everyone unsure what to do isn't a KPI, it's an ornament.
And there's one outcome worth saying early: sometimes there's nothing to optimise. If every sale happens in a physical location and there's no digital surface where a person can move forward, inventing an online conversion is inventing a problem. In that case the job is a different one, getting content to land and get consumed, and saying so in month one is worth more than three quarters of decorative metrics.
A conversion that gets redefined every time the month comes in weak isn't measuring the business. It's measuring the mood of the room where the report was presented.
what changes in practice
the measurement plan comes before the content plan
Defining the signal and confirming it actually fires takes days, not weeks, and it decides how everything that follows gets read.
tracking gaps get declared, not papered over
Whatever can't be measured is named in the report, with an owner and a date. The absence is a finding, not a blank space.
paid gets judged on what it actually does
With an offline sale, paid works on presence and memory. Holding it to a direct-response standard condemns it before it starts.
every number states what it's a proxy for
The report spells out the base it's calculated on and the behaviour it approximates. That makes it arguable instead of an act of faith.
questions we get
What if the client still wants a sales figure?
They get what exists: the agreed signal, its trend, and a cross-read against the sales data the client does own, sell-out, footfall, programme sign-ups. Cross-reading is honest. Attributing a sale to a click isn't.
How long before a new metric is useful?
You need more than one full cycle before drawing conclusions. Until then you describe what's happening; you don't decide on it.
Does this work in B2B, where the cycle is long?
Particularly well. When months pass between first contact and contract, the intermediate signal is the only thing that reads inside a quarter.
where this comes from
- LIFT model (WiderFunnel): value proposition, relevance, clarity, urgency, anxiety and distraction as the six conversion factors.
- BJ Fogg's behaviour model: a behaviour happens when motivation, ability and a prompt coincide.
- ResearchXL framework: gathering hypotheses from independent evidence sources rather than auditor intuition.
- Champe Agency internal conversion skills: micro-conversions and diagnostic models.
Sources are cited as text, with outlet and date. We don't link addresses we haven't verified.
and what it takes
The note explains the problem; the services explain the work.
the other notes
running on agents
Plenty gets said about agencies using AI, and very little about how one is actually run. This is the method from the inside: how knowledge is organised, where the human sits, and what breaks when nobody looks after it.
read the note → 05 · August 28, 2026reading year-over-year comparisons
Global CPM is up 32% since 2024 and US inventory is at an all-time high. A campaign can look worse in this year's report without having gotten worse for a single day.
read the note → 04 · August 28, 2026originality and reach
Instagram no longer rewards originality out of principle. It measures it. Reposting loses reach in ways you can verify, the penalty has moved beyond video, and the hashtag no longer makes up for anything. Here is what counts.
read the note → 02 · August 28, 2026meta placement controls
Meta has finished retiring the manual placement selector. What remains are value rules with a hard floor of -90%. Brand safety stops being a list of unchecked boxes and becomes a production decision.
read the note → 01 · August 28, 2026creative volume on meta
Meta split the decision of which ad you see into two stages. The first one reads the creative, not the targeting. That is where creative volume stopped being a production luxury.
read the note →