How to Run a Monthly Analytics Review (Template Included)

By Emily Redmond, Data Analyst at Emilytics · April 2026

TL;DR: Monthly analytics reviews should be 60 minutes, with pre-read, five sections, and documented decisions. Use this template to keep yours focused.

Why Monthly Analytics Reviews Matter

Most teams skip formal monthly reviews or run them as data dumps—everyone sits in a room while an analyst reads a spreadsheet.

Done right, a monthly review is a decision-making meeting. You look back, identify patterns, make calls, and move forward.

The Monthly Analytics Review Template

Pre-Meeting (1 week before)

Send a "pre-read" to all participants 3–4 days before the meeting. Include:

• Headline findings (2–3 key metrics)
• Month vs. plan (are we on track?)
• Top opportunities (what should we focus on?)
• Questions for the team (what do you want to explore?)

This gives people context before the meeting. Meeting time is for discussion, not data education.

Meeting Structure (60 minutes)

Section 1: Status (10 minutes)

Start with business outcomes:

• Revenue (actual vs. plan)
• Customer count (actual vs. plan)
• Growth rate (actual vs. plan)

Use green/yellow/red. Green = on track, yellow = watch, red = problem.

Ask: "Are we winning or losing this month?"

Section 2: What Worked (15 minutes)

Highlight 2–3 wins with context:

"Content strategy is working: organic traffic up 18%, average session duration up 14%. We published 8 guides, 3 ranked top 3 in first week. This suggests long-form content is the right format."

Include one metric per win. Specific data beats vague praise.

Ask: "Should we double down on this?"

Section 3: What Didn't (10 minutes)

Be honest about gaps:

"Email performance is struggling: open rate down to 18% (from 22% last month). Click rate down to 2.1%. Likely due to list fatigue (we increased send frequency last month). We need to audit the list and refocus on quality over quantity."

Frame as learning, not failure.

Ask: "What should we change?"

Section 4: Deep Dives (15 minutes)

Spend 5 minutes each on 2–3 deeper questions:

Example deep dive 1: "Where is our highest churn coming from?"

• Show churn by segment
• Identify highest-risk cohort
• Discuss interventions

Example deep dive 2: "Which paid channels are most efficient?"

• Show ROAS or CAC by channel
• Identify winners and losers
• Decide where to scale

Example deep dive 3: "What's our biggest bottleneck in the customer journey?"

• Show funnel
• Identify biggest drop-off
• Decide on test

Section 5: Decisions & Actions (10 minutes)

End with clarity on what happens next:

Write these down. Share them. Hold people accountable.

Pre-Meeting Checklist (What to Prepare)

1 week before:

• Gather data from GA4, Google Search Console, CRM, etc.
• Calculate key metrics and compare to plan
• Create 2–3 visualizations for deep dives
• Draft pre-read document

3 days before:

• Send pre-read to participants
• Ask for questions or areas they want to explore
• Adjust agenda based on feedback

1 day before:

• Test all tools (Looker Studio, spreadsheets, etc.)
• Print handouts or have links ready
• Review agenda with any co-presenters

Monthly Review Template (Written Document)

Create a Google Doc template and reuse it each month:

MONTHLY ANALYTICS REVIEW — [MONTH]
[Date]

EXECUTIVE SUMMARY
[2–3 sentence snapshot]

KEY METRICS
[Table: Metric | Target | Actual | Status | Variance]

REVENUE ANALYSIS
[What drove revenue this month? Are we on track?]

TRAFFIC & AUDIENCE
[Where did traffic come from? Is it quality traffic?]

CONVERSION & ENGAGEMENT
[Are people converting? Are they engaged?]

WHAT WORKED
[2–3 wins with data]

WHAT DIDN'T
[1–2 gaps with hypothesis]

DEEP DIVES
[2–3 areas of investigation]

DECISIONS & ACTIONS
[Table: Decision | Owner | Deadline]

QUESTIONS FOR NEXT MONTH
[1–2 things to investigate next]

This template ensures consistency month-to-month.

💡 Emily's take: I've run maybe 100 monthly reviews. The best ones follow structure ruthlessly. Pre-read, five sections, written decisions, deadline. The worst ones? No structure. People ramble. Nothing gets decided. By the end of 60 minutes, nobody knows what happened. Use a template. It sounds rigid, but it's liberating.

Who Should Attend

Core attendees (always):

• Yourself (analyst/reporting lead)
• Department head or exec sponsor
• One person from each key team (marketing, product, sales, etc.)

Optional attendees:

• Board member or investor (quarterly reviews)
• Customer success lead (for churn discussions)
• Finance lead (for revenue reconciliation)

Keep it to 5–8 people. More people = less decision-making.

Tips for Running a Great Review

1. Start on time, end on time.

60 minutes means 60 minutes. When you start late, you don't finish. When you don't finish, no decisions get made.

2. Come with visualizations, not raw data.

Nobody wants to see a spreadsheet with 500 rows. Show a chart. Show a trend. Make the story visual.

3. Invite debate.

"I think churn is about list fatigue. What do you think?" Good reviews have disagreement. That's where insights come from.

4. Make decisions in the room.

Don't say "we'll decide next week." Decide now. "Should we double down on this channel?" Yes or no. Move forward.

5. Document everything.

Write down decisions, owners, and deadlines. Email them within 24 hours. No decision without an owner and deadline = decision that won't happen.

Frequently Asked Questions

Q: Should we do monthly or quarterly reviews?

A: Monthly. Quarterly is too infrequent for most businesses. Plus, monthly builds momentum. You see trends faster.

Q: What if we had a bad month?

A: Still do the review. Learning from bad months is where the real insights come from. "Why did conversion drop?" is a more valuable question than "our metrics were great."

Q: Should we invite clients or investors?

A: Monthly reviews are internal. Client/investor updates are separate and quarterly. Monthly is for your team to be honest.

Q: How do we handle disagreements about what the data means?

A: That's healthy. Note the disagreement and design an experiment. "You think feature X is the driver, I think it's list quality. Let's test both and resolve next month."

Q: Should we review historical data or only current month?

A: Both. Status is current month. Trends are last 3 months. Strategy is last 12 months. Show all three.

The Bottom Line

Monthly reviews are where data becomes decision. They're the difference between reporting and action.

Use this template. Invite the right people. Come with data. Make decisions. Document them. Hold people accountable.

If your reviews currently take 2 hours and nothing gets decided, you're doing it wrong. Tighten it up. 60 minutes should be plenty.

For more on monthly reporting, see monthly analytics reports or data storytelling framework.

Emily Redmond is a data analyst at Emilytics — AI analytics agent watching your GA4, Search Console, and Bing data around the clock. 8 years experience. Say hi →