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A Small Agency Cut Monthly Client Reports From 45 Minutes to 10 With Claude

Create & Grow Media drafts monthly client reports in Claude from Analytics, Search Console and Ads exports, cutting each from 45 to 10 minutes across 6 clients. With ChatGPT for data work and Canva AI for graphics, the founder estimates 10+ hours saved a week.

Who this is about: Small Australian digital marketing agency (Create & Grow Media, 6 clients)

Get the prompt

What it takes

Cost
Free planClaude: Free plan. Pro is $20 a month billed monthly ($17 a month billed yearly), and Max starts at $100 a month. Team seats are $25 a month billed monthly.Price checked Oct 24, 2026 on claude.com. Prices change; check before you buy.
Setup time
Under an hourOur estimate from the source, for one business.
Skill needed
No codeApps and settings only.

Explain it simply

Every month, a small marketing agency has to tell each client how their website and ads did. Instead of writing each report by hand, the team gives Claude, an AI chatbot, the numbers along with the client's goals, and it writes a first draft in plain English. The team adds its own comments, so each report takes about 10 minutes instead of 45.

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What was done

Each month the team exports data from Google Analytics, Search Console and Ads and gives it to Claude with a prompt template that includes the client's goals and last month's benchmarks. Claude returns a structured report with insights, recommendations and plain-English explanations, and the team adds its own commentary.

ChatGPT handles large CSV exports and ad copy variations, and Canva AI resizes one design for every social format using each client's brand kit.

How it went

Client reports went from 45 to 10 minutes per client. A 1,500-word blog post takes about 90 minutes instead of 4–5 hours, and ad copy for a full campaign about 15 minutes instead of an hour.

  • The founder estimates Claude saves 4–5 hours a week, ChatGPT 2–3 and Canva 2–3. Those add up to 8–11 hours; the post calls it 10+.
  • The time figures are the founder's own estimates, published on the agency's course site, which sells an AI course based on these workflows.
  • People keep research, fact-checking, strategy and client relationships, every draft is edited, and the post warns against putting sensitive client data into AI tools.

Prompt

PromptWritten by our editors from the source
"You are preparing the monthly marketing report for [client].
Client goals: [goals]. Last month's benchmarks: [numbers].
Attached: Google Analytics, Search Console and Ads exports for [month].
Write a structured report: 1) headline results vs goals and last month,
2) what changed and why (plain English), 3) top 3 recommendations,
4) anything that needs the client's input. Don't invent numbers; if data is
missing, say so."

Then: review, add your own commentary, send.

Our version; the post describes its template but doesn't publish it.

Business fit

Who this helps, and how:

  • Agencies and freelancers: feed each client's monthly exports and goals into one reusable prompt and spend your time on the commentary.

    Agencies
  • Retail store owners: turn your point-of-sale and website exports into a plain-English monthly summary of what changed.

    Local & service
  • Startup founders and e-commerce sellers: have AI summarize Search Console and ads exports into the three things to act on this month.

    Shopify & ecommerce
  • Independent contractors (barbers, bartenders, consultants): send clients a short monthly results report without building it by hand.

    Agencies

Related

Similar tools

Other tools for this job, and how they differ. Chosen by our editors, never paid for.

  • Looker Studio

    Google's dashboard tool; pick it for live dashboards from Analytics, Search Console and Ads instead of monthly write-ups.

  • AgencyAnalytics

    White-label client reporting built for agencies, with automated scheduled reports.

  • Whatagraph

    Pulls marketing data from many sources into scheduled client reports.

“Strong evidence” (grade B) means: The person who did the work describes the setup and results in detail. How we grade. Spotted a mistake? Suggest a correction.