FREE GUIDE 8 CHAPTERS ~15 MIN READ

OpenClaw Analytics & Reporting

Your business numbers, delivered to your inbox every morning — no dashboards, no spreadsheets, no effort

By the time you finish this guide, you will have three automated reports running: a daily dashboard at 7 AM, a weekly comparison every Monday, and a monthly business review on the 1st. All delivered to your inbox. Free. No tech degree.

Before We Get Started

Here is everything you need to follow this guide:

  • An OpenClaw account — free at openclaw.com
  • A connected email provider (see our Email Automation guide)
  • A Google Sheets or Airtable account for your data
  • A credit card — NOT needed for the free tier
  • A data science degree — also NOT needed

If you can read an email, you can use automated reports. The reports come to you. You do not go to them.

What This Costs (Spoiler: Nothing to Start)

OpenClaw's free tier supports automated reports with Google Sheets as your data source. No credit card. Here is the full breakdown:

FeatureFree TierPro ($19/month)Business ($49/month)
Scheduled reports1 daily + 1 weeklyUnlimitedUnlimited
Data sourcesGoogle SheetsSheets + AirtableSheets + Airtable + webhooks
Threshold alerts2 activeUnlimitedUnlimited + Slack/SMS
AI summariesNoYes (weekly)Yes (daily + weekly + monthly)
Report recipients1 email5 emailsUnlimited + team distribution
Historical data30 days90 daysUnlimited
FREE WITH LIMITS

OpenClaw is free with limits — 1 daily report, 1 weekly report, and 2 threshold alerts. That is enough to cover the essentials for any solo business or small team.

Upgrade when you need monthly reports, AI summaries, or reports sent to your team.

Bottom line: Start free. Get your daily and weekly reports running. See how knowing your numbers changes your decisions. Upgrade when you need more.

How This Guide Works

Every chapter follows the same simple framework: WHAT, HOW, and WHEN. First, we explain what the topic is and why it matters. Then, we show you exactly how to do it. Finally, we tell you when to use it.

By the end of all 8 chapters, you will be able to: connect your data sources, build a daily dashboard email, create weekly and monthly performance reports, set up threshold alerts that ping you when numbers go off track, and know which metrics actually matter for your business.

What's Inside

  1. Why Most Business Owners Fly Blind (And How to Stop)
  2. Connect Your Data Sources
  3. Build a Daily Dashboard Email
  4. Build a Weekly Performance Report
  5. Build a Monthly Business Review
  6. Threshold Alerts (Get Pinged When Something Breaks)
  7. Which Numbers Actually Matter
  8. Troubleshooting + Quick-Start Action Plan
Chapter 1

Why Most Business Owners Fly Blind (And How to Stop)

What This Is

Two coffee shop owners open on the same street, same month, same rent. A year later, one is thriving and the other is closing. The difference is not the coffee. The difference is that one owner looked at her numbers every single day, and the other owner looked at them never.

Lisa, the owner who made it, had a simple system. Every morning at 7 AM, she got an email with five numbers: yesterday's revenue, number of transactions, average order size, new loyalty signups, and inventory alerts. She read it while drinking her first cup. It took 30 seconds.

How Numbers Turn Into Decisions

When Lisa noticed average order size dropping three days in a row, she added a "would you like a pastry with that?" prompt for her staff. Order size went back up the next week.

When she saw loyalty signups spike on Tuesdays, she dug in and realized that was the day her friendliest barista worked the register. She scheduled that barista for Tuesday through Saturday. Signups went up 40 percent.

None of these decisions required a business degree. They just required seeing the numbers. That is what reporting does. It turns invisible patterns into obvious actions.

The Other Owner

Tom had the same data available. Same point-of-sale system. Same loyalty program. He just never looked at it. He was too busy running the shop. He only checked his bank account once a month, and by then it was too late to fix the trends that were slowly sinking his business.

Pro Tip: You do not need to become a data analyst. You need 30 seconds a day reading 5 numbers. That is it. The report does the hard part. You just read and react.

What You Will Build

By the end of this guide, you will have three automated reports running:

  1. A daily dashboard email with your top 3–5 numbers, delivered at 7 AM
  2. A weekly performance report that compares this week to last week
  3. A monthly business review with trends and patterns over 30 days

Plus, you will have threshold alerts that ping you when something breaks or goes off track.

When to Use This

If you run a business and do not currently receive a daily email with your key numbers, this guide is for you. It does not matter if you are a solo freelancer or a 100-person company. Everyone needs to see their numbers.

Chapter 1 Complete

  • I understand why regular reporting matters
  • I know the 3 reports I will build (daily, weekly, monthly)
  • I am ready to connect my data sources
Chapter 2

Connect Your Data Sources

What This Is

Before OpenClaw can report on your numbers, it needs access to where those numbers live. For most businesses, that is one or more of these three places: Google Sheets, Airtable, or a webhook from your website or payment system.

Google Sheets FREE FOREVER

Google Sheets is the most common data source because almost every tool can export to it. Your email marketing tool, your payment processor, your website analytics — most of them can write data to a Google Sheet automatically.

1

Connect Google Sheets

In OpenClaw, go to Settings then Connections. Find the Google Sheets card and click Connect. Sign in with your Google account. Click Allow.

What you will see: A green checkmark next to Google Sheets.

Pro Tip: Create a dedicated Google account just for your business data. Something like yourbusiness.data@gmail.com. This keeps your business spreadsheets separate from your personal Google Drive.

Set Up Your Master Data Sheet

Create a new Google Sheet called "Business Dashboard Data." Add these three tabs:

Tab 1: Daily Numbers

DateRevenueTransactionsNew LeadsWebsite VisitsSupport Tickets
2026-04-11$1,2451873422
2026-04-12$9801452981

Tab 2: Weekly Summary

Week StartingTotal RevenueTotal LeadsConversion RateAvg Order Value
2026-04-07$6,890344.2%$68.90

Tab 3: Monthly Summary

MonthRevenueLeadsCustomersChurnMRR
March 2026$28,450142383$4,200

You can fill these in manually at first, or set up other automations to populate them automatically.

Airtable

Airtable is like a spreadsheet with superpowers. It is great if you need to track more complex data like project status, customer records, or inventory.

1

Connect Airtable

In OpenClaw, go to Settings then Connections. Find the Airtable card and click Connect. Go to airtable.com/account, create a personal access token named "OpenClaw" with read access. Paste the token into OpenClaw.

What you will see: A green checkmark next to Airtable.

Webhooks (For Everything Else)

A webhook is a way for one tool to send data to another tool automatically. Stripe (payments), Shopify (orders), Mailchimp (email signups), Typeform (form submissions), and hundreds more support webhooks.

1

Create a webhook trigger

In OpenClaw, create a new automation. For the trigger, choose Webhook. OpenClaw gives you a unique URL. Copy that URL and paste it into the "Webhook URL" field of whatever tool you want to connect (Stripe, Shopify, etc.).

2

Route the data to your sheet

Add an Add Row to Google Sheet action. Map the webhook data (amount, customer name, product, date) to the right columns. Now your data sheet fills in automatically.

What you will see: New rows appearing in your Google Sheet every time someone pays, signs up, or submits a form.

Quick Win: An enterprise finance department at a 300-person company connected Stripe webhooks to a Google Sheet and eliminated 4 hours of manual data entry per week. The sheet updates itself in real time.

When to Use This

You only need to connect your data sources once. Come back to this chapter if you add a new data source or need to reconnect after a permission change.

Chapter 2 Complete

  • Connected Google Sheets (or Airtable) to OpenClaw
  • Created my Business Dashboard Data spreadsheet
  • I understand how webhooks can auto-fill my sheet
Chapter 3

Build a Daily Dashboard Email

What This Is

Every morning at 7 AM, you will receive an email with your most important business numbers. Revenue, leads, website visits, support tickets — whatever matters to you. You read it in 30 seconds. You know exactly where your business stands before you start your day.

How to Do It

1

Create a new automation

In OpenClaw, click New Automation. Name it "Daily Dashboard Email."

2

Set the trigger to Heartbeat

Choose Heartbeat as the trigger. Set it to run every day at 6:55 AM (5 minutes before you want the email to arrive).

3

Read yesterday's data

Add a Read Google Sheet Row action. Point it to your "Business Dashboard Data" spreadsheet, Tab 1 (Daily Numbers). Tell it to read the row where the Date column matches yesterday's date.

4

Compose the email

Add a Send Email action. Send it to yourself. Use this template:

Daily Dashboard Template
Subject: Daily Dashboard -- {{date}} Good morning. Here are yesterday's numbers: Revenue: {{revenue}} Transactions: {{transactions}} New Leads: {{new_leads}} Website Visits: {{website_visits}} Support Tickets: {{support_tickets}} Quick take: [OpenClaw fills this in if you add an AI summary step] Have a productive day.
5

Test it

Click Test. Check your inbox. You should see a clean summary email with your numbers from the most recent row in your spreadsheet.

What you will see: An email in your inbox that looks like a personal briefing from your business.

Quick Win: A solo freelance designer set up this exact daily email. On day 3, she noticed website visits dropped to zero. Her hosting had gone down overnight. She fixed it before a single client noticed. Without the report, she would not have checked for days.

When to Use This

Every single day. Read it with your morning coffee. It takes 30 seconds. The goal is not analysis — the goal is awareness. You want to know instantly if something is off so you can fix it before it becomes a problem.

Chapter 3 Complete

  • Built my daily dashboard automation
  • Set it to run at 7 AM every morning
  • Tested and received my first report
Chapter 4

Build a Weekly Performance Report

What This Is

Every Monday morning, you will receive an email that compares this week to last week. Revenue up or down? Leads growing or shrinking? Are you trending in the right direction? This report answers those questions in one glance.

How to Do It

1

Create a new automation

Click New Automation. Name it "Weekly Performance Report."

2

Set the trigger

Choose Heartbeat. Set it to run every Monday at 7:00 AM.

3

Read this week and last week

Add two Read Google Sheet Row actions. One reads this week's row from Tab 2 (Weekly Summary). The other reads last week's row. This gives you both sets of numbers for comparison.

4

Calculate the differences

Add a Math step (or use OpenClaw's built-in formula feature). Calculate: this week's revenue minus last week's revenue. Same for leads, conversion rate, and average order value. Express each as a percentage change.

5

Compose and send

Add a Send Email action with this template:

Weekly Report Template
Subject: Weekly Report -- Week of {{week_start}} Here is how this week compared to last week: This Week Last Week Change Revenue: {{rev_this}} {{rev_last}} {{rev_change}}% Leads: {{leads_this}} {{leads_last}} {{leads_change}}% Conversion: {{conv_this}} {{conv_last}} {{conv_change}}% Avg Order: {{aov_this}} {{aov_last}} {{aov_change}}% Top win this week: [manual or AI-generated] Biggest concern: [manual or AI-generated] Have a great week.

Pro Tip: A medium-sized ecommerce brand sends this weekly report to their entire 8-person team every Monday. Everyone starts the week knowing the same numbers. Meetings are shorter because nobody is guessing.

When to Use This

Every Monday morning. Read it before your first meeting. Share it with your team if you have one. The weekly report is where you spot trends. The daily report catches fires. The weekly report shapes strategy.

Chapter 4 Complete

  • Built my weekly performance report automation
  • Set it to run every Monday at 7 AM
  • It compares this week to last week automatically
Chapter 5

Build a Monthly Business Review

What This Is

On the 1st of every month, you will receive a comprehensive summary of the past 30 days. Total revenue, total leads, customer growth, churn, and month-over-month trends. This is the report you would show an investor, a partner, or yourself when asking "is this business growing?"

How to Do It

1

Create a new automation

Click New Automation. Name it "Monthly Business Review."

2

Set the trigger

Choose Heartbeat. Set it to run on the 1st of every month at 8:00 AM.

3

Read this month and last month

Add two Read Google Sheet Row actions pointing to Tab 3 (Monthly Summary). One reads the current month's row. The other reads the previous month.

4

Calculate trends

Use a Math step to calculate month-over-month changes: revenue growth, lead growth, new customers, churn rate, and MRR change.

5

Compose and send

Add a Send Email action:

Monthly Review Template
Subject: Monthly Business Review -- {{month}} {{year}} MONTHLY SUMMARY Revenue: {{revenue}} ({{rev_change}}% vs last month) New Leads: {{leads}} ({{leads_change}}% vs last month) New Customers: {{customers}} ({{cust_change}}% vs last month) Churn: {{churn}} ({{churn_change}}% vs last month) MRR: {{mrr}} ({{mrr_change}}% vs last month) HIGHLIGHTS - Biggest win: [describe] - Biggest challenge: [describe] - Key decision needed: [describe] NEXT MONTH PRIORITIES 1. [Priority 1] 2. [Priority 2] 3. [Priority 3]

Quick Win: An enterprise department head at a Fortune 500 company forwards this monthly report to her VP. It replaced a 3-hour monthly meeting with a 2-minute email read. The VP loved it so much they asked every department to adopt the same format.

When to Use This

The 1st of every month. Use it for personal reflection, team alignment, or investor updates. This is your "state of the business" snapshot. If you only build one report from this guide, make it this one.

Chapter 5 Complete

  • Built my monthly business review automation
  • Set it to run on the 1st of every month
  • It compares this month to last month automatically
Chapter 6

Threshold Alerts (Get Pinged When Something Breaks)

What This Is

An individual Etsy seller named Grace woke up one morning to find her daily report showing zero orders. Her Etsy listing had been accidentally deactivated. Without the alert, she might not have noticed for days. With it, she fixed the problem in 10 minutes and lost just one morning of sales instead of a full week.

Threshold alerts are like smoke detectors for your business. They watch your numbers and ping you when something drops below (or spikes above) your safe range.

How to Set Up a Threshold Alert

1

Create a new automation

Click New Automation. Name it "Alert — Revenue Drop."

2

Set the trigger

Choose Heartbeat. Set it to run every day at 9:00 AM (after your daily data has been updated).

3

Read yesterday's number

Add a Read Google Sheet Row action. Pull yesterday's revenue (or whatever metric you want to watch).

4

Add a Filter

Add a Filter step. Set it to: "Only continue if Revenue is less than $500" (or whatever your minimum acceptable number is).

5

Send the alert

Add a Send Email action. Send it to yourself with a clear subject line like "ALERT: Revenue dropped below $500 yesterday."

Common Alerts to Set Up

AlertConditionWhy It Matters
Revenue dropDaily revenue below [your floor]Catches payment issues, listing problems, traffic drops
Zero ordersTransactions = 0Something is broken (checkout, listings, website down)
Support spikeTickets above [your ceiling]Product issue, shipping delay, or bug
Traffic dropWebsite visits below 50% of averageSEO penalty, ad account paused, server issue
Churn spikeMonthly churn above [threshold]Product-market fit issue, competitor move, pricing problem

Do not over-alert. Start with 2 alerts. Revenue drop and zero orders are the most important. Add more only if you find yourself wishing you had been warned about something sooner. Too many alerts leads to alert fatigue, and you start ignoring all of them.

When to Use This

Set up your first 2 alerts right after building your daily report. They run in the background and only bother you when something needs attention. If you never get an alert, that is great — it means your business is running within its safe range.

Chapter 6 Complete

  • Set up a revenue drop alert
  • Set up a zero-orders alert
  • I understand threshold alerts and will not over-alert
Chapter 7

Which Numbers Actually Matter

What This Is

Not all numbers are created equal. Tracking 50 metrics is worse than tracking 5 of the right ones. This chapter helps you pick the 3–5 numbers that actually move the needle for your specific business type.

The 5 Numbers Every Business Should Track

#MetricWhat It Tells YouHow Often
1RevenueHow much money came inDaily
2New Leads / SignupsAre new people finding you?Daily
3Conversion RateOf the people who found you, how many bought?Weekly
4Average Order ValueHow much does each customer spend?Weekly
5Customer ChurnHow many people are leaving?Monthly

Numbers by Business Type

Business TypeTop 3 MetricsWhy
Ecommerce (individual seller)Revenue, orders, average order valueVolume and basket size drive profit
SaaS / Subscription (small startup)MRR, churn, new signupsRecurring revenue and retention are everything
Service business (medium, 10-50 people)Revenue, utilization rate, customer satisfactionBillable hours and client happiness drive growth
Enterprise departmentBudget vs. actual, project velocity, headcount efficiencyDoing more with the same resources
Local retail / restaurantDaily revenue, foot traffic, average ticketDaily cash flow is king

Pro Tip: If you are not sure which numbers matter most, ask yourself: "If I could only look at one number per day, which one would tell me the most about whether my business is healthy?" Start there. Add more later.

Vanity Metrics vs. Real Metrics

Vanity MetricReal MetricWhy
Total website visitorsConversion rateTraffic without conversions is just noise
Social media followersEngagement rate100 engaged followers beat 10,000 silent ones
Total email subscribersEmail open rate + click rateA dead list is worthless
Total revenue (all time)Monthly revenue trendDirection matters more than total
When to Use This

Review this chapter when setting up your reports. Pick your 3–5 key metrics. Put those in your daily and weekly reports. Revisit every quarter to see if your focus needs to shift as your business evolves.

Chapter 7 Complete

  • I know the 5 universal business metrics
  • I picked the 3–5 metrics that matter most for my business type
  • I can tell the difference between vanity metrics and real metrics
Chapter 8

Troubleshooting + Quick-Start Action Plan

What This Is

This is your reference chapter. Come back here when something goes wrong or when you need a reminder of what to do next.

Common Problems and Fixes

ProblemLikely CauseFix
Report email not arrivingEmail connection expiredGo to Settings > Connections and reconnect your email provider
Numbers showing as blankData sheet empty for that dateCheck that the date format in your sheet matches what OpenClaw expects (YYYY-MM-DD)
Wrong numbers in reportReading the wrong row or tabDouble-check your Read Google Sheet action points to the right tab and date column
Alert firing every dayThreshold set too highAdjust the filter condition. Use your 30-day average as the baseline, not your best day.
Weekly report comparing wrong weeksWeek-starting date mismatchMake sure your Weekly Summary tab uses the same week-start day (Monday vs. Sunday) as your Heartbeat trigger
Report arrives at wrong timeTime zone settingCheck Settings > General > Time Zone in OpenClaw

Your Quick-Start Action Plan

Today (15 minutes)

  • Create your free OpenClaw account
  • Connect Google Sheets (Chapter 2)
  • Create your Business Dashboard Data spreadsheet with 3 tabs

Tomorrow (15 minutes)

  • Build your daily dashboard email (Chapter 3)
  • Fill in at least 3 days of data in Tab 1
  • Test the automation and check your inbox

This Week (20 minutes)

  • Build your weekly performance report (Chapter 4)
  • Set up 2 threshold alerts (Chapter 6)
  • Choose your 3–5 key metrics (Chapter 7)

End of Month

  • Build your monthly business review (Chapter 5)
  • Review your first month of daily and weekly reports
  • Adjust your key metrics based on what you have learned
  • Share your monthly review with your team or advisor

Action Step: Do the "Today" items right now. Not later. Not tomorrow. Right now. Fifteen minutes is all it takes to start seeing your numbers every morning.

When to Use This

Come back to this action plan every day this week. By the end of the week, you will have a daily dashboard and a weekly report running automatically. By the end of the month, you will have all three reports plus alerts. The business owners who win are the ones who look at their numbers. This guide makes it effortless.

Chapter 8 Complete

  • I know the 6 most common problems and their fixes
  • I have a day-by-day action plan
  • I am ready to build my automated reporting system
Quick Reference

All 3 Reports — The Bookmarkable Cheat Sheet

Bookmark this section. Come back every time you need a quick reminder of your reporting setup.

ReportFrequencyTrigger TimeData SourceKey Numbers
Daily DashboardEvery day6:55 AMTab 1: Daily NumbersRevenue, transactions, leads, visits, tickets
Weekly PerformanceEvery Monday7:00 AMTab 2: Weekly SummaryTotal revenue, leads, conversion, AOV + week-over-week change
Monthly Review1st of month8:00 AMTab 3: Monthly SummaryRevenue, leads, customers, churn, MRR + month-over-month change
AlertTriggerConditionAction
Revenue DropDaily at 9 AMRevenue < [your floor]Email with "ALERT: Revenue below threshold"
Zero OrdersDaily at 9 AMTransactions = 0Email with "ALERT: Zero orders yesterday"
What's Next

What to Do Next

You now have everything you need to build automated business reports with OpenClaw. Here are three ways to keep building:

Our recommendation: When connecting an AI model to OpenClaw, we recommend Claude by Anthropic. It follows instructions precisely, handles structured data well, and takes your privacy seriously. You're welcome to use any AI tool — ChatGPT, Gemini, Perplexity all work great. But if you want our honest pick, try Claude.

claude.ai (web)  ·  iPhone app  ·  Android app

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