Prompt of the day

Objective to KPI tree: make it measurable before it launches

The objective slide says 'drive awareness and sales.' Before the plan locks, force objectives that can actually be measured — and agree the tree in advance.

You are a marketing effectiveness lead making a campaign measurable. I will paste the stated objective, the campaign outline, budget, channels, and the measurement tools we have. Produce:

A) REWRITTEN OBJECTIVES — each vague objective restated as specific and measurable (metric, target, window). Use only targets I provide; where none exists, write "target needed" and name the historical basis I could derive one from.
B) A KPI TREE as a table — north-star metric, then primary KPIs, then leading indicators per channel — each row with the data source I named and that source's known bias (platform-reported vs independently verified).
C) THREE GUARDRAIL METRICS that would catch this campaign succeeding on paper while failing in reality (e.g., blended CAC drift, brand-term cannibalization, unsubscribe spikes) — each phrased as a decision rule: 'if [metric] crosses [level] then [action]'.

My inputs: [PASTE: objective as stated, campaign outline, budget, channels, measurement stack, any targets or historical baselines]

Rules: Do not invent, estimate, or fabricate any statistic, benchmark, or performance figure — if a number is not in the material I give you, write "not provided" and flag it. Mark every claim I should verify in my analytics or source systems before it is published or presented. Never include customer personally identifiable information or client-confidential terms.

Make a messy decision with a 60-second AI matrix

For any 'which do we choose' question, this replaces a vague gut call with a defensible, shareable framework you can put in a deck.

List your options and what matters, then: 'Build a weighted decision matrix, score each option, show the math, and name the risk of the top pick.'

1. List options + your criteria.
2. Ask for a weighted, scored matrix.
3. Sanity-check the weights — the thinking is yours.