The reporting problem agencies actually have
Most agency reporting time is not spent writing — it is spent logging into platforms, exporting data, pasting into spreadsheets, and re-formatting numbers. That work produces no insight. It is pure data assembly.
MCP Ads eliminates the assembly step. Claude pulls live data from all connected platforms in a single conversation, so the analyst can jump straight to interpretation.
The core reporting prompt
After connecting Google Ads, Meta Ads, and GA4, use this as your weekly starting prompt:
"Prepare a client report for [client name] covering the last 7 days. Include: total spend across Google and Meta, cost per lead broken down by platform and campaign, week-over-week change in key metrics, top 3 performing campaigns, anything that needs attention, and recommended actions for next week."
- Pull spend and performance from Google Ads and Meta Ads
- Compare CPL week-over-week and month-over-month
- Flag any campaign with deteriorating performance
- Summarize top-performing creative and audience
- Write a 3-sentence executive summary for the client
Structuring reports for different clients
Ecommerce clients want ROAS, revenue, and cost per purchase. Lead gen clients want CPL, lead volume, and qualified lead rate. Brand clients want reach, frequency, and engagement rate. Tell Claude the client type and target metrics — it will structure the report accordingly.
Saving time across multiple accounts
If you manage 10+ accounts, the time save is multiplicative. Each report goes from 45–60 minutes to 5–10 minutes of prompt + review. That is 7–8 hours per week back on a typical account load.
