Best for
- Teams that want a narrative operating note instead of another dashboard
- Marketing leaders who need a weekly view before planning the next week
- Teams trying to separate real performance movement from routine variance
Turn a week of performance data and campaign context into a short Friday memo that distinguishes results from noise, documents unresolved questions, and leaves the team with named decisions for Monday.
A concise Friday performance memo with verified movements, context, unresolved diagnostics, owner-assigned actions, and a record of what the team decided.
Quick view
Check the audience, core tools, and access before you start the detailed steps.
Best for
Core tools
3 tools used across the workflow.
Access
Preview the open steps, then unlock the remaining implementation details and prompts.
Why this works
A weekly memo creates discipline around interpretation because the writer must choose what actually matters. Claude Cowork can compress the data and context quickly, while a fixed evidence and uncertainty structure prevents it from turning ordinary variance into a confident story.
Expected results
Reading time
About five minutes
The memo is deliberately constrained so leaders get decisions and uncertainty without a weekly reporting deck.
Finding quality
A small set of material movements
Materiality thresholds protect the memo from routine dashboard noise.
Action continuity
Open items carry into Monday planning
The memo becomes an operating artifact rather than a weekly commentary exercise.
Step-by-step workflow
The first 2 steps are open. Pro unlocks the remaining steps, copy-paste prompts, pro tips, tool-by-tool setup guidance, and implementation details.
30 min
30 min
Define exactly which dates, targets, and prior periods the Friday memo will use and record any incomplete reporting windows. Put the KPI table, campaign calendar, and known tracking incidents into the weekly source packet. Reconcile headline website numbers to GA4 and any business outcomes to their authoritative source before commentary begins. Mark missing inputs as warnings rather than filling them with estimates.
A frozen weekly source packet with known data-quality notes.
Friday data may still be incomplete for late-arriving conversions. Label the window honestly instead of treating the newest number as final.
30-45 min
30-45 min
Use Claude Cowork to compare the week against targets and recent ranges, then flag movements that exceed the team’s materiality thresholds. Require actual values, source, magnitude, confidence, and the campaign or operational context that could matter. Review the list manually and remove vanity changes or tiny-volume percentage swings. The gate is a maximum of roughly five findings that a leader would care about even without a chart.
A small reviewed list of material weekly changes.
If everything is “notable,” nothing is. Set a high bar for what earns space in the memo.
ROLE
You are a senior B2B marketing operator working on Generate a Friday marketing performance memo that explains what changed and what to do next.
OBJECTIVE
Identify material weekly movements.
INPUTS
{{weekly_kpi_table}}
{{targets_and_ranges}}
{{campaign_calendar}}
{{tracking_incidents}}
OUTPUT
Return material changes with current value, comparison value, source, magnitude, context, confidence, and reason the item matters.
GUARDRAILS
Do not turn low-volume percentage changes into major findings. Treat incomplete windows and tracking issues as uncertainty.
Do not invent customer facts, performance data, quotes, or approvals.
UNCERTAINTY
Mark missing evidence, conflicting sources, and assumptions explicitly instead of guessing.
HUMAN REVIEW
A named human owner must approve any published claim, spend change, customer-facing copy, or system-of-record update.Pro workflow preview
Previewing 2 of 6 steps
Get the remaining 4 steps, copy-paste prompts, pro tips, tool-by-tool setup guidance, and ongoing workflow and prompt releases.
$9/month
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