The Measurement Manual

Attribution, incrementality and what you can prove to finance

28 pages·PDF·Read in an evening

Most of what a marketing team reports is allocated rather than measured, and this manual separates observed from attributed from incremental, then presents the quarter to finance in four columns.

Executive summary

The problem: Each platform claims the same order under its own window and view-through settings, so the channel totals add up to more than the order ledger, and the figure finance trusts least is the one the marketing budget is argued from.
What it does: Three registers (observed, attributed, incremental), the Evidence Grade for every figure, four experiment designs with the power step, a marketing mix model brief, and the four-column quarter for finance.
Why take it: The budget is decided in the meeting with finance. This lets you say which numbers are proven, which are inferred and which are unknown, before someone else does.

For marketing leaders and analysts who have to defend a number in front of a finance director.

In the first week you will

01Regrade every figure on your dashboard by register and Evidence Grade, and keep the grade written next to it
02Build the reconciliation table and measure the platforms' overclaim against your own order ledger
03Freeze one test design in writing and run the power step before anything launches

Contents of the Dossier

0128-page field manual on attribution, incrementality and marketing mix modelling in plain terms (instant PDF download)
02The Evidence Grade: five grades from asserted to experimental, what each licenses you to claim, and what it costs to move a channel up one
03The three registers, observed, attributed and incremental, and the reconciliation that shows the overclaim without ever merging the numbers
04Four experiment designs with the power step that kills a third of proposed tests, the frozen design document and the nine-line readout
05The marketing mix model brief: what to ask for, what calibration it needs, and the questions a model must not be asked to settle
06The four-column quarter for finance (Spent, Shown, Inferred, Unknown), plus an insight extraction log citing every source

The contents, in full · seven parts

01Part I: The Number Nobody ChecksWhy the connection between spend and sales is supplied by a bookkeeping convention, why no better model on the same observational data repairs it, and the counterfactual question to ask of every line.
02Part II: Three Registers and the Evidence GradeObserved, attributed and incremental as three questions, and the Evidence Grade that scores every figure from asserted to experimental, with what each grade licenses you to claim.
03Part III: Attribution as an Allocation RuleWindows and view-through settings as commercial choices dressed as technical defaults, the reconciliation that puts three definitions side by side, and the overclaim measured against the order ledger.
04Part IV: The Counterfactual and Its PriceRandomised holdouts, geo experiments, switchbacks and observational models with a control group. The power step that ends roughly a third of proposed tests, and the nine lines a finished test must produce.
05Part V: The Model on TopWhat a marketing mix model answers that no experiment can afford to, why adstock and saturation are assumptions rather than findings, and the brief that gets a usable one built.
06Part VI: The Measurement Plan, and the Desk That Runs ItOne row per channel: the decision it informs, the method, the grade it holds, the grade worth reaching, the cadence and the owner. The paired Field Kit is then documented tool by tool.
07Part VII: What You Can DefendThe quarter in four columns for finance (Spent, Shown, Inferred, Unknown), why the fourth column is the credibility of the other three, and the refusal list that keeps a figure in its column.

Almost every number a marketing team reports is an allocation, not a measurement. Attributed conversions divide credit among the channels that happened to be present when an order arrived. They do so completely, instantly and for free, and they say nothing at all about whether the order would have arrived anyway.

Think Like a CMO calls marketing return on investment an efficiency ratio masquerading as an effect measure. This manual finds the same defect one layer down, in the attributed revenue that ratio is built from, and then does the constructive half: separating what you observed from what you allocated from what you caused.

Pairs with

The Measurement Desk runs this manual as installable agent skills. Think Like a CMO argues that the master gauge is broken; this manual builds the replacement. The End of the Click re-anchors the traffic dashboard; this one re-anchors the revenue claim. The Third Wave of Digital Marketing treats incrementality as the honest layer of the retail media funnel. The Analytics Desk decides what gets measured and The Reporting Engine reports it; this pair says what the numbers are worth.

Before you buy

01What format is it?

A PDF, typeset for screen and for print. No app, no reader account, no expiry.

02How long is a manual?

Short on purpose. One subject, one evening, nothing padded to justify a price.

03Who is it written for?

Operators who have to decide something on Monday: marketing and analytics leads, founders, agency practitioners.

04Can I buy them together?

Yes. The Complete Dossier is ten manuals in one checkout, well under the price of the parts.

05How does it arrive?

Instantly. Pay by card and the download link is in your inbox within seconds, and on the confirmation screen.

06Is this a subscription?

No. One payment, lifetime access to your download, every future revision of what you bought included.

07What if it is not useful to me?

Write to info@conclusionmp.com within 14 days of purchase and you get a full refund. No questions, no forms.

Ready when you are

The Measurement Manual, $5.99.

Instant download, one payment, every future revision included. Or take The Complete Dossier, ten items for $29, and this manual works out at $2.90.

Get the manual · $5.99 The Complete Dossier · $29