M10.L5 · Analytics & Experiments
Reporting upwards: dashboards a boss actually reads
What you'll be able to doProduce a one-page dashboard specification and monthly report template that a non-marketing decision-maker can act on in five minutes.
This lesson's exercise completes the Module 10 Project.
Learn
Invisible work gets cut
Your work is invisible until it is reported — and over-reported work looks like hiding. The person who approves your budget does not want fourteen charts. They want three numbers, a trend, and what you're doing about it. Report well and marketing conversations end in decisions; report badly and they end in shrugs, and the budget shrinks by shrug.
For the accidental marketer this is not a nice-to-have. Reporting upwards is the lesson that most directly protects your job, because the person deciding whether "the marketing thing" continues will never see your work — only your page about it.
Start from their questions, not your data
A report is not a tour of your dashboard. Your boss has three questions, and they are always the same:
Are we on target? · What changed, and why? · What do you need from me?
Every widget, every sentence, exists to answer one of those. This is the same decision test as M10.L1, applied to reporting: if a number answers no question the audience actually has, it comes off the page — however proud of it you are. That is how vanity metrics sneak back in: not as KPIs, but as decoration on reports.
The five-slot dashboard
One page. Five slots. Nothing else.
- KPI vs target — the 2–4 numbers from your KPI tree, each beside its target. Big type.
- Trend — twelve months of the primary KPI as a line. Trends carry meaning single numbers can't; your M1.L6 baseline is the line's starting point.
- Best and worst — the top performer and the biggest problem, named. One of each; symmetry is the honesty.
- One experiment or learning — what you tested or observed (M10.L4's design, or its Plan B verdict), and what it taught.
- One decision needed — the ask. If nothing is needed: "no decision needed this month" — written, so the slot never silently disappears.
Annotations are the dashboard's memory. Every anomaly gets a dated, written cause on the chart itself. Ostara's chart carries "consent banner changed — measured sessions fell a third; orders unchanged" on the banner date, and "seasonal trough, recurs yearly" every January, because the pack's 34%-of-revenue November–December makes every January look like a catastrophe to anyone without the annotation. Tomas's first annotation: "Easter fortnight — bookings dip, school holidays, recovers unaided." Six months later nobody remembers causes; annotated charts do.
Cadence: weekly glance for you, monthly report for the boss, quarterly review for strategy. Never daily for decision-makers — daily numbers wobble (M10.L4 told you why), and a boss watching wobble learns either panic or contempt.
Situation → Cause → Action → Ask
The monthly report is four short paragraphs, in this order. Here is Lena's first one, now canon — sent to Storkflow's two founders:
Situation. Trials 41 against a target of 55; trial→paid steady at 22%. New MRR added this month: 9 firms. Cause. The gap to target is top-of-funnel: landing-page sessions grew, but Google Ads still delivers a trial at ≈€382 against our €340 target. The signup question says over half our trials start with colleagues or the trade show — channels the click reports can't see. Action. Ads stay pointed at the landing page; the welcome sequence keeps running; next month I'll test the intake-study CTA on the two top forum threads. Ask. Approve keeping the €400/month search spend one more quarter. If the landing page hasn't reached the 3.8% break-even conversion rate by then, I'll cut it myself.
Three minutes to read. And notice what it contains: a miss, reported at full size, with a deadline she imposed on herself. The founders approved — the first Storkflow marketing decision made on a page of numbers rather than a feeling.
How to report a failure
The ads number is a failure — €382 against a €340 target. Watch what Lena did with it, because this is the skill:
- Same prominence as a win. Not in a footnote, not averaged into a blend. Second sentence of the report.
- Cause attached. Not "underperformed" — why: cost per trial versus target, and what would have to change.
- Action and threshold attached. A failure plus a decision rule reads as control. A failure alone reads as confession; a hidden failure, later discovered, reads as the end of your credibility. You are the person who tells the boss bad news early and calibrated — that reputation is worth more than any single result.
The other two honesty rules, standing: show measured vs modelled where it matters ("measured sessions", per M10.L2's banner footnote), and never change a metric's definition without a footnote — a redefined number that improves is indistinguishable from a lie.
The spec outlives the tool
Write the dashboard as a specification — each widget's question, metric, visual, source, refresh — before choosing software. Looker Studio, a spreadsheet, your ESP's own screens: the tool is the last decision, not the first. Tomas's dashboard is a paper page written each Sunday — Check-up bookings from Tally, new patients and their stated source from the front desk, capacity at both clinics, review count. Audience: himself and the team. It satisfies every rule in this lesson at a cost of €0, and it would survive the death of every analytics vendor on earth.
One last thing before you build yours. Open your Module 1 funnel baseline — the page with the estimate boxes ticked and a hypothesis at the bottom. You now have measured numbers for most of it, and a verdict on the leak you predicted. Annotating that page with what measurement actually found is the final act of this module, and for most students the most satisfying moment in the Program so far: the fog you started in, dated and disproven, in your own handwriting.
Do
Exercise 10.5.1 — Your dashboard spec and first report
Specify your dashboard and write the skeleton of your first monthly report — real numbers where you have them, "TBD" where you don't.
Write these down — in your plan document, or on the worksheet at the end of this lesson.
| What to write | Guidance |
|---|---|
| Your audience | Self · manager · owner · client · investor — and name the actual person or role. Reports are written to someone |
| Your widgets, 3–6 | For each: the question it answers · the metric · the visual (number + target / line / bar / table) · the source · the refresh (daily / weekly / monthly). If the question is empty or "nice to know", the widget comes off the page |
| The report narrative | Four paragraphs — Situation / Cause / Action / Ask, each 20–80 words. The Ask must contain a decision or resource request; "FYI" is not an ask |
| Cadence per audience | Weekly (self) · monthly (decision-maker) · quarterly (strategy). Daily-to-boss teaches panic or contempt — don't |
| Two honesty commitments | Write them out: "I will annotate anomalies with dated causes" and "I will report misses at equal prominence to wins" |
| The baseline revisit | 40–120 words. Reopen your M1.L6 baseline beside your measured numbers: was your leak hypothesis right? What did measurement change? |
When it's written, sketch the dashboard from your widget rows with your M10.L1 KPI targets beside each number, and put your M1.L6 baseline next to your current measured funnel so the differences show.
Where this goes: Measurement §5 — Reporting — of your Marketing Plan. Together with your L1–L4 artefacts, this completes the Module 10 Project below.
Check
Rubric
Mark your own work against these criteria.
| Criterion | 8–10 | 5–7 | 1–4 |
|---|---|---|---|
| Three-minute readability | A stranger could state the situation and the ask after one read | Readable but padded | A dashboard tour in prose |
| Tied to the KPI tree | Every number traces to M10.L1; no vanity smuggled back | Mostly KPIs, one decorative guest | Metrics chosen to flatter the month |
| Concrete ask | A decision or resource, with a threshold | An ask, but vague ("more support") | No ask — the boss is trained to skim |
| Failure handling | Miss at full size, cause and action attached | Miss present but softened | Misses absent or blended away |
Pass: 5+ on every criterion. Distinction: 8+ on all four.
Quiz — 4 questions
1. The single best test of a dashboard widget is:
- a) It uses the newest chart type
- b) It answers a question the audience actually has ✔
- c) It updates in real time
- d) It shows as many metrics as possible
Why: the M10.L1 decision test, applied to reporting. A widget answering no question is decoration — and decoration is where vanity metrics hide after you've banned them from your KPIs.
2. Ostara's January revenue always looks like a collapse after the November–December peak. The best dashboard practice is:
- a) Exclude January from all charts
- b) Switch the chart to a metric January doesn't affect
- c) Annotate the chart: "seasonal trough, recurs yearly" — dated, on the chart itself ✔
- d) Only report February onwards
Why: annotations are the dashboard's memory. The dip is real and explainable; hiding it destroys trust when it's found, and unexplained it triggers a panic every single year.
3. Lena's report shows Google Ads delivering a trial at €382 against a €340 target. How should this appear?
- a) In an appendix, after the wins
- b) Averaged with organic into one blended cost per trial
- c) At the same prominence as the wins, with the cause and her decision threshold attached ✔
- d) Omitted until the number improves
Why: a miss with a cause and a self-imposed deadline reads as control and buys credibility. A blended average is how failing channels hide — you learned that arithmetic in M9. A hidden miss, discovered later, costs more than the miss.
4. What belongs at the top of a monthly report to a non-marketing owner?
- a) A list of everything marketing did this month
- b) KPI vs target — are we on track — followed by what changed and the ask ✔
- c) The full attribution methodology
- d) Screenshots of the analytics tool
Why: their first question is "are we on target?", so it's answered first. Activity lists answer a question nobody asked; methodology belongs in the appendix — available, not leading.
Advance
Module 10 complete. In Module 1 you built a funnel from estimates and a hypothesis. You now own the instruments: KPIs that survive Goodhart, tracking you can defend, attribution that admits its limits, tests you can actually afford, and a page your boss reads to the end. Most working marketers never get this far.
Next: Module 11 — AI in marketing, ethics, privacy and law. Four lessons. You've built the machine; now the rules for running it — what AI should and shouldn't do in your marketing, and what the law already says about the data your new dashboard runs on.
Mark your own work
| Good | Not yet | |
|---|---|---|
| Audience named | A person or role, with their three questions | "Stakeholders" |
| Five slots, one page | Every widget answers a question | Fourteen charts, real-time everything |
| The ask exists | A decision, a resource, or "none needed" — written | The report ends with a chart |
| Misses at full size | Your worst number is as prominent as your best | A quietly excellent month, every month |
| Baseline revisited | M1.L6 annotated with measured reality | The baseline left as a museum piece |
Worksheet
THE SCHOOL OF NET MARKETING
Lesson 10.5 — The one-page report
WHO READS THIS: ______________________ (person or role)
Their questions: Are we on target? What changed? What do
you need from me?
THE FIVE SLOTS
1. KPI vs target: ____________ now ______ / ______
____________ now ______ / ______
2. Trend (12 months of the primary KPI — starts at
your Module 1 baseline)
3. Best: _______________ Worst: ________________
4. Experiment / learning: _______________________
5. Decision needed: _____________________________
(or write: "no decision needed this month")
THE FOUR PARAGRAPHS (20–80 words each)
SITUATION Are we on target? ______________________
CAUSE Why? ___________________________________
ACTION What I'm doing: ________________________
ASK What I need decided: ___________________
HONESTY RULES — tick to commit
☐ Anomalies annotated, dated, on the chart
☐ Misses reported at the same size as wins
☐ "Measured" labelled where data is partial
☐ No metric redefined without a footnote
BEFORE YOU FINISH
☐ Reopen your Lesson 1.6 funnel baseline.
Write the measured numbers beside the estimates.
Was your leak hypothesis right? ☐ yes ☐ no
Either answer is progress — that was the point.
Next: Module 11 — AI, ethics, privacy & law.
theschoolofnetmarketing.com/learn/ai-marketing-operating-system