How to run monthly client reporting
Client reporting quietly eats a day a month per client: log into four dashboards, screenshot, paste into a deck, and hope the comparison numbers are right. Most of that time is assembly, not analysis. This guide covers a process that keeps the assembly near-zero so the time goes into the part the client is paying for — the interpretation.
Key takeaways
- Connect each client's data sources once; don't rebuild the report from screenshots every month.
- "Previous period" must mean the equal-length window immediately before your range — not a first-half/second-half split.
- Rankings (top pages, posts, products) should reflect the exact range you picked, not a frozen last-sync list.
- Say what the data doesn't cover — missing history or a disconnected source — instead of showing a confident wrong number.
Connect sources once, per client
The reusable part of a report is the connection, not the layout. Google Analytics 4, a client's Instagram Business account with its linked Facebook Page, and Shopify each connect per client through OAuth. A nightly sync keeps them current, and a per-client "sync now" pulls just that client when you need a fresh number before a call. Once connected, the month-end job is "pick a range," not "gather everything again."
Get the comparison maths right
The number clients react to is the delta, so the delta has to be honest. The comparison should be your selected range against the equal-length window immediately before it — a 28-day report compares to the prior 28 days. Splitting a single range in half and comparing the halves is a common shortcut that produces misleading swings. Rate metrics — engagement rate, average session duration — must be averaged as rates, never summed.
Make rankings respect the range
"Top pages" for a one-month report and a twelve-month report should be different lists. That only works if the breakdown is stored as a daily series and aggregated for the dates you chose, rather than cached at last sync. The same applies to top posts and top products. If your tool shows the same ranking regardless of range, it is showing you a snapshot, not an answer.
Decide what the client actually sees
A good monthly report is a short, consistent set of KPIs with the previous-period delta, two or three trend lines, and the range-aware rankings — plus a plain-language note on what changed and why. Delivering it as a live link the client can open in their portal, rather than a rebuilt deck, removes the last manual step. Every block should show when it last synced and how far back its data goes.
Common questions
How far back does history go on the first sync?
Roughly twelve months. GA4 and Shopify backfill in one pass; Meta is walked in 30-day windows to fit its insight limits. After that, daily snapshots accrue and are never pruned, so longer ranges keep getting more complete.
Can I send the report as a branded PDF?
Today the report is a live view — an internal tab and a client-portal page. A branded PDF export is on the roadmap.
What if a client only has one data source?
That's fine. Each source renders independently and the report only shows what's connected.
See how ThodaLogic Ops does this
Client reporting — part of one workspace for clients, content, approvals, invoicing and client reporting.
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