Recurring Client Report Builder
Build monthly or weekly client reports with fair period comparisons, data caveats, the main KPI first, and misses explained with a plan.
Before & after
Same prompt, same agent — the only difference is the skill.
You can create a template for your monthly client reports that you fill in with data each month. Once you establish the format and sections you want to include, you can reuse it repeatedly. This would save you time compared to building each report from scratch. You might organize it by performance metrics, highlights and lowlights, and recommendations for next month. The key is making it consistent and professional-looking. What metrics do you currently track for your clients?
CLIENT REPORT AUTOMATION TEMPLATE INPUT SPECIFICATION (raw data CSV): Date, Channel, Impressions, Clicks, Conversions, Spend, Revenue, Notes 2026-06-01, Google Ads, 24500, 1840, 127, 450.00, 3810.00, Budget paused mid-week 2026-06-02, Facebook, 18200, 891, 64, 380.00, 1920.00, Test audience OUTPUT ARTIFACT (formatted PDF report): CLIENT REPORT: June 2026 Performance Summary EXECUTIVE SNAPSHOT (1-page): Campaign performance vs May: Revenue +23%, Spend +8%, ROI improved to 4.2x (from 3.8x). Total reach: 420k, conversions: 840, cost-per-conversion: $5.36 (down from $6.12). CHANNEL BREAKDOWN (table): Google Ads: 340k impressions, 18% CTR, $2,140 spend, $7,240 revenue, 3.4x ROI. Facebook: 210k impressions, 12% CTR, $1,520 spend, $2,890 revenue, 1.9x ROI. LinkedIn: 35k impressions, 8% CTR, $780 spend, $1,240 revenue, 1.6x ROI. KEY LEARNINGS: Top-performing audience: females age 28-42, previous site visitors, high-intent search terms. Underperforming: lookalike audiences (1.2x ROI, recommend pause). Budget recommendation: reallocate $300/month from Facebook to Google search expansion. RISK FLAG: Google account hit quality score dip on two keywords. Action taken: ad copy refresh, landing page load time optimized. ACTION ITEMS FOR JULY: Test new Google audience segment, pause underperforming Facebook creative, implement conversion tracking on checkout page. AUTOMATION SETUP: Feed raw CSV. System generates PDF in 2 minutes with charts, tables, formula-driven calculations, and branded template. Scheduled monthly delivery to client by email.
About this skill
A client report earns trust when the numbers are compared fairly and the misses come with a plan. This skill builds your recurring report in the same structure every cycle and catches the data problems before your client does.
What it does
- Leads with the client's primary KPI, good or bad, and keeps the agreed structure
- Compares like-for-like periods and flags partial or still-updating data
- Separates platform-reported from CRM numbers and flags attribution or tracking changes
- Writes each material move as what happened, likely cause with confidence, and next step
- Flags suspicious numbers for you to check before the report goes out
What you get
A filled report: summary, sourced KPI table, drivers, work completed, data notes, next-period plan, and client decisions needed.
Best for
Agencies, freelancers, and consultants who send weekly or monthly performance reports to clients.
SKILL.md preview
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