Client reporting is the highest-ROI automation I have implemented across all 12 clients. Here is why.
The Problem
A marketing agency with 10 clients spends 5 hours per client per week on reports. That is 50 hours per week, or $3,750 at $75/hour. Just for reports.
The Solution
- Export analytics data as CSV (Google Analytics, social media, ad platforms)
- Feed CSV + report template to Claude API
- Claude generates: executive summary, key metrics table, trend analysis, recommendations
- Output: formatted PDF ready to send to client
Time Comparison
| Step | Manual | Automated |
|---|---|---|
| Data collection | 45 min | 2 min |
| Analysis | 90 min | 30 sec |
| Writing | 60 min | 30 sec |
| Formatting | 45 min | 1 min |
| Total | 4 hrs | 4 min |
At 10 clients: 40 hours to 40 minutes. That is $2,925/week in recovered capacity.
Complete report automation blueprint: wedgemethod.gumroad.com/l/ai-automation-playbook-smb
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