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How to Automate Client Reporting with AI (Save 5 Hours Per Client Per Week)

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

  1. Export analytics data as CSV (Google Analytics, social media, ad platforms)
  2. Feed CSV + report template to Claude API
  3. Claude generates: executive summary, key metrics table, trend analysis, recommendations
  4. 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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