Used by 1,200+ builders worldwide

Turn AI Agents Into
Your Business Engine

OpenClaw is a personal AI orchestrator that runs 24/7 on your machine. This guide shows you exactly how to launch, automate, and monetize a real business β€” from your laptop, with no team and no VC funding needed.

$0
Startup cost
~2h
Time to first agent
8+
Business models inside
24/7
Runs while you sleep
openclaw β€” zsh
❯ openclaw start
βœ“ OpenClaw v1.4.2 starting…
βœ“ Loading SOUL.md β€” Henry (Orchestrator)
βœ“ Active agents: @Researcher @Coder @Action
βœ“ Cron jobs loaded: real_estate_monitor (every 4h)
βœ“ Telegram bot connected β†’ @HenryAI_bot
# Monitoring real estate marketplace for new listings…
πŸ“¬ 3 new listings found β†’ digest sent to Telegram
❯ _

Why 90% of Business Ideas Die Before Launch

Every year, millions of people have a great idea. They spend weeks planning, building, and setting up. Then they hit the complexity wall β€” and quit.

⏰

Setup takes weeks, not hours

APIs, databases, hosting, automation β€” each requires a specialist and weeks of research before a single dollar is earned.

πŸ’Έ

Tools are expensive and fragmented

Zapier ($49/mo) + Make ($29/mo) + n8n (self-hosted headache) + OpenAI API + hosting = $200+/mo before revenue.

🀯

No persistent context or memory

ChatGPT forgets you. Generic AI tools can't be configured for YOUR specific business niche, data sources, and workflows.

90%
of startups fail in year 1
$200+
avg monthly tool cost before first sale
3mo
average setup time for automation stack
68%
quit at "technical complexity" stage
The real barrier isn't the idea. It's the 47-step setup process between "I have an idea" and "I have a running, revenue-generating system."

OpenClaw: Your Personal Business OS

One command. Your entire AI-powered business stack β€” agents, memory, automation, integrations β€” configured to your exact niche.

Agents that know your business β€” not generic chatbots

Configure specialized agents with a SOUL.md file. Each agent has its own personality, role, memory, and access to your data. They remember context between sessions and learn your preferences over time.

@Researcher Scans market data sources, commodity prices, Reddit, HackerNews
@Coder Builds scripts, APIs, dashboards autonomously
@Action Sends Telegram alerts, manages databases, triggers webhooks
# SOUL.md β€” @Researcher Agent
name: Researcher
role: Senior Market Intelligence Analyst
focus:
- Real estate market (Major European cities)
- Energy prices (Europe-wide)
- Competitor intelligence
memory: persistent (SQLite)
style: concise, data-first, no fluff
# Active since: 2024-10-01
βœ“ 847 data points collected

Set it and forget it β€” automation that runs 24/7

Schedule any agent task with cron syntax. Monitor real estate listings every 4 hours. Check energy prices daily. Send weekly summaries to Telegram. All without touching a cloud service.

cron (every 4h)
β†’
@Researcher
β†’
Data Marketplace API
β†’
SQLite DB
β†’
πŸ“± Telegram
# ORCHESTRATOR.md β€” Cron Config
 
schedule:
real_estate_monitor:
cron: "0 */4 * * *"
agent: @Researcher
task: Scan new listings, alert if <€3,000/mΒ²
 
market_digest:
cron: "0 8 * * 1" # Mon 8am
agent: @Researcher
deliver: telegram, email

Plug-in skills for every business need

Install pre-built skills from ClawHub: web scraping, Stripe payments, database management, content creation, trading APIs, and more. Share and monetize your own skills.

🌐
web-reader
Scrape any website
πŸ’³
stripe-payments
Accept payments
πŸ“Š
sqlite-db
Persistent storage
πŸ“±
telegram-bot
Instant alerts
# Install skills via ClawHub CLI
 
$ clawhub install web-reader
βœ“ web-reader@2.1.0 installed
 
$ clawhub install telegram-bot
βœ“ telegram-bot@1.4.1 installed
 
$ clawhub install stripe-payments
βœ“ stripe-payments@3.0.2 installed
 
$ clawhub search trading
β†’ xtb-api, binance-bot, alpaca-trading…

Pick Your Business. OpenClaw Runs It.

Each model is validated, executable with OpenClaw, and can reach profitability within 30-90 days.

Digital Products
πŸ“š

Digital Product Business

Create AI-assisted guides, templates, mini-courses, and toolkits. Use @ContentWriter to draft, @Coder to format, @Action to publish to Gumroad/Lemon Squeezy automatically.

βœ“ No inventory  βœ“ Instant delivery  βœ“ 90% margin
πŸ’° $500 – $5,000/mo
Automation Agency
βš™οΈ

Service Automation Agency

Sell automation services to SMBs: web scraping, data pipelines, lead generation, report automation. Build once, deliver as a service. Charge $500-2000/project or $200+/mo retainer.

βœ“ High value  βœ“ Recurring revenue  βœ“ Low competition
πŸ’° $2,000 – $15,000/mo
Content Network
🎬

Content Creator Network

Auto-summarize YouTube channels, Reddit threads, newsletters. Curate niche content digests. Monetize via newsletter ads, Substack paid tiers, or affiliate links embedded in digests.

βœ“ Fully automated  βœ“ Scalable  βœ“ Passive after setup
πŸ’° $300 – $3,000/mo
SaaS
πŸ”§

SaaS Micro-App

Build a niche tool: energy price tracker, real estate alert app, job board monitor, stock screener. Use @Coder to build the backend, cron for data, Stripe for subscriptions. Launch in weeks.

βœ“ Recurring MRR  βœ“ Defensible niche  βœ“ Sellable asset
πŸ’° $1,000 – $20,000/mo
Trading Bot
πŸ“ˆ

Arbitrage & Trading Signals

Monitor real estate deals for arbitrage, stock screening signals, commodity price gaps. Package as a premium Telegram channel or paid dashboard. Use XTB/Binance APIs for live data.

βœ“ High demand  βœ“ Data advantage  βœ“ Premium pricing
πŸ’° $500 – $8,000/mo
E-commerce
πŸ›οΈ

E-commerce + Inventory Agent

Monitor supplier prices, track competitor listings, auto-update your Shopify prices. @Action manages reordering triggers. Build a price intelligence layer that gives you unfair advantage.

βœ“ Competitive edge  βœ“ Margin protection  βœ“ Scale with AI
πŸ’° $1,000 – $10,000/mo
Consulting
🀝

AI Consulting Agency

Help local businesses adopt AI workflows. Use OpenClaw to build custom agents for restaurants, law firms, real estate agencies. Charge $1,500-5,000/setup + monthly maintenance retainer.

βœ“ High ticket  βœ“ Relationship-based  βœ“ Growing demand
πŸ’° $3,000 – $25,000/mo
Publishing
✍️

Publishing & Blog Network

Run 3-5 niche blogs with AI-assisted content. @Researcher finds trending topics, @ContentWriter drafts posts, @Action publishes and promotes. Monetize via ads, affiliates, and info products.

βœ“ Compound SEO value  βœ“ Multiple revenue streams  βœ“ Sellable
πŸ’° $500 – $6,000/mo

From Zero to Running Business in 5 Steps

No prior technical knowledge required. Each step has commands you can copy-paste.

1

Install OpenClaw

One npm command. Works on Mac, Linux, Windows WSL. Node.js 18+ required.

npm install -g openclaw
openclaw init
openclaw gateway start
2

Create Your First Agent

Define your agent's personality, skills, and focus area in SOUL.md. Takes 15 minutes.

mkdir -p workspace/agents/researcher
nano SOUL.md
# Add: name, role, focus, memory config
openclaw agent create researcher
3

Configure Data Sources

Install the web-reader skill and point your agent at the data sources that matter for your business.

clawhub install web-reader
clawhub install sqlite-db
# Configure in TOOLS.md:
sources:
  - https://realestateapi.example.com/...
  - https://energyprices.example.com/
4

Set Up Automations

Schedule tasks with cron. Connect Telegram for instant alerts. Configure webhooks for external triggers.

clawhub install telegram-bot
# ORCHESTRATOR.md cron section:
monitor:
  cron: "0 */4 * * *"
  agent: @Researcher
  notify: telegram
5

Monetize

Connect Gumroad or Stripe. Set pricing. Launch. Your agents continue generating value while you focus on growth.

clawhub install stripe-payments
# Agent auto-delivers product after payment
payment_webhook: "https://..."
deliver_via: email + telegram
βœ“ Revenue: $127 today πŸŽ‰

⚑ Quick Start Checklist

πŸ—‚ File Structure

~/.openclaw/workspace/
β”œβ”€β”€ SOUL.md        # Agent identity
β”œβ”€β”€ ORCHESTRATOR.md # Cron + routing
β”œβ”€β”€ TOOLS.md       # API keys, config
β”œβ”€β”€ USER.md        # Your business profile
β”œβ”€β”€ memory/        # Daily logs
β”‚   └── 2025-03-13.md
β”œβ”€β”€ skills/        # Installed skills
β”‚   β”œβ”€β”€ web-reader/
β”‚   └── telegram-bot/
└── data/
    └── business.db # SQLite
πŸ’‘ Pro tip: Start with the simplest version. Monitor one data source. Send one alert. Then add complexity week by week. Most profitable OpenClaw setups started as a single cron job.

Businesses Built with OpenClaw

These aren't hypotheticals. These are real use cases from the OpenClaw community.

🏠
Case 1: Real Estate Monitor
Property Investor Β· European City Β· Running 6 months
Live

A property investor monitors a real estate marketplace for investment opportunities across their target city. The @Researcher agent scrapes new listings every 4 hours, filters by price/mΒ², runs a quick ROI calculation, and sends a Telegram digest.

telegram β€” digest
πŸ“Š Real Estate Digest β€” 13.3.2025 08:00
─────────────────────────────
🏠 Downtown, 2BR, 52m²
Price: €185,000 (€3,558/mΒ²)
Est. rent: €980/mo β†’ ROI: 6.3%
⭐ BELOW MARKET β€” Investigate
─────────────────────────────
3 new listings, 1 flagged. 847 total tracked.
Business angle: The investor is packaging this as a B2C SaaS β€” "Smart Property Alerts" β€” charging €19/mo for property investors who want automatic deal-flow analysis across any European market.
πŸ“–
Case 2: OpenClaw Guide β€” Gumroad Launch
Community member Β· Digital product Β· $0 ad spend
Sold

An OpenClaw user built a comprehensive PDF guide ("How to Set Up OpenClaw From Scratch") using agents to research, write, and format content. Published on Gumroad in 72 hours. First sale within 48 hours of launch.

Launch Workflow
1 @Researcher outlines guide structure from HN + Reddit threads
2 @Coder generates HTML/PDF with embedded screenshots
3 @Action uploads to Gumroad, sets price $9.99, triggers promo tweet
βœ“ Sale notification via Telegram β†’ Gumroad auto-delivers PDF
Key insight: The entire guide was researched, written, designed, and published using OpenClaw agents. Total human time: ~4 hours of review and editing.
⚑
Case 3: Market Price Alert SaaS
B2B monitoring Β· European SMBs Β· Pilot stage
Pilot

A commodities professional uses OpenClaw to monitor electricity, natural gas, and commodity spot prices. Alerts fire when prices cross pre-set thresholds. Building a B2B SaaS for business buyers and traders.

energy-monitor β€” alert
⚑ MARKET ALERT β€” 13.3.2025 14:23
Spot electricity: ↑ 187 EUR/MWh
Threshold: 150 EUR/MWh EXCEEDED
Natural Gas: 34.2 EUR/MWh (normal)
Carbon Credits: 62.4 EUR/t (normal)
Recommendation: Consider hedging 30-day forward
πŸ“± Alert sent to 3 subscribers
Revenue model: €59/mo per company for real-time alerts + weekly market briefing. Target: 50 corporate clients = €2,950 MRR with zero infrastructure cost.
πŸ“°
Case 4: Content Aggregation Network
AI/Tech niche Β· Newsletter + Substack Β· Growing
Growing

Daily automated digest from r/MachineLearning, HackerNews, AI Twitter/X, and YouTube AI channels. @Researcher scrapes + summarizes. @ContentWriter formats into a clean newsletter. Sent via Substack.

Daily Automated Pipeline
β–Ά HackerNews top 20
β–Ά Reddit r/ML, r/AIdev
β–Ά YouTube AI channels
β–Ά AI newsletters & blogs
β†’ AI summary + curation β†’ Substack email β†’ Paid subscribers
Monetization path: Free tier (weekly digest) β†’ Paid tier $9/mo (daily + search access) β†’ Sponsor placement once 1,000+ subscribers.

Under the Hood

How OpenClaw actually works β€” for the technically curious.

Agent Configuration (SOUL.md)

~/.openclaw/workspace/SOUL.md
# SOUL.md β€” Agent Identity File

## Core Identity
Name: Henry
Role: Master Orchestrator & Business Intelligence

## Capabilities
- Web scraping via web-reader skill
- Real-time data monitoring (cron)
- Telegram notifications (@HenryAI_bot)
- SQLite database management
- PDF/HTML report generation

## Data Sources
- sreality.cz (real estate)
- oenergetice.cz (energy prices)
- XTB API (trading signals)

## Rules
- Always cite data sources
- Flag anomalies >2Οƒ from baseline
- Never send alerts 23:00-07:00 CET
- Store all findings in business.db

Cron Scheduling (ORCHESTRATOR.md)

~/.openclaw/workspace/ORCHESTRATOR.md
# ORCHESTRATOR.md β€” Scheduling & Routing

## Cron Jobs

real_estate_monitor:
  cron: "0 */4 * * *"   # every 4h
  agent: @Researcher
  task: Scan sreality.cz for new listings
  filter: price_per_m2 < 80000 CZK
  notify: telegram

energy_weekly:
  cron: "0 8 * * 1"    # Monday 8am
  agent: @Researcher
  task: Generate weekly energy briefing
  deliver: [telegram, email, pdf]

health_check:
  cron: "*/30 * * * *"  # every 30m
  agent: @Action
  task: Check system status, log metrics

Telegram Bot Integration

telegram-bot skill config
# Setup via @BotFather on Telegram
# 1. /newbot β†’ get BOT_TOKEN
# 2. Get your CHAT_ID
# 3. Add to TOOLS.md:

telegram:
  bot_token: "7234xxx:AAFxxx"
  chat_id:   -1001234567890
  mode:      markdown

# Agent sends alert like this:
@Action: Send Telegram message:
  "🏠 New listing below threshold!
  Price: 1.89M CZK (36k/mΒ²)
  ROI est.: 7.9%/yr
  πŸ”— https://sreality.cz/..."

# Result: instant push notification on phone

Database Setup (SQLite)

SQLite schema example
-- business.db β€” auto-created by agents

CREATE TABLE listings (
  id         INTEGER PRIMARY KEY,
  url        TEXT,
  price      INTEGER,
  size_m2    REAL,
  price_m2   REAL,
  location   TEXT,
  found_at   DATETIME DEFAULT CURRENT_TIMESTAMP,
  alerted    BOOLEAN DEFAULT FALSE
);

CREATE TABLE energy_prices (
  date       DATE,
  electricity REAL, -- EUR/MWh
  gas        REAL, -- EUR/MWh
  co2        REAL  -- EUR/t
);

-- Agents query via natural language:
-- "Find all listings below 50k CZK/mΒ²"
-- β†’ auto-generates + executes SQL
Architecture note: OpenClaw runs entirely on your local machine. No cloud required. Your data stays private. The Gateway process manages agent sessions, cron jobs, and skill communication via a local HTTP API. Models are called via your API key (Anthropic, OpenAI, or local Ollama).

How to Get Paid

Four battle-tested revenue models β€” pick one, master it, then stack others.

πŸ“¦
Digital Products
$4.99
– $49.99 per sale
  • Guides & PDF reports
  • Notion templates
  • Mini-courses (Gumroad)
  • Prompt packs
  • Agent config bundles
Best for: Fastest path to first dollar. Build once, sell forever. No customer support needed for lower tiers.
Start Here β†’
🏷️
White-Label Services
$500
– $5,000 per project
  • Custom agent setup
  • Business automation builds
  • White-label monitoring tools
  • Training & onboarding
  • Ongoing retainer ($200+/mo)
Best for: Fastest path to high ticket. 3-5 clients/mo = $2,000-$15,000 revenue with minimal infrastructure.
Explore β†’
πŸ”Œ
API / Data Sales
$0.001
– $1 per API call
  • Scraped datasets (CSV/JSON)
  • Real-time data feeds
  • Historical price databases
  • Lead generation lists
  • Market intelligence reports
Best for: Scale play. Once agents are collecting data continuously, the dataset itself becomes valuable. Sell to developers, researchers, businesses.
Advanced β†’

πŸ’‘ Revenue Scenario Calculator

Conservative (Month 3)
$650 MRR
1 digital product ($199) +
10 alert subscribers Γ— $19 ($190) +
1 small project ($250) +
misc affiliates ($11)
Realistic (Month 6)
$3,200 MRR
3 products recurring ($600) +
50 subscribers Γ— $29 ($1,450) +
2 retainer clients Γ— $550 ($1,100) +
data sales ($50)
Ambitious (Month 12)
$12,000 MRR
Product library ($2,000) +
200 subscribers Γ— $29 ($5,800) +
3 agency clients Γ— $1,200 ($3,600) +
API/data ($600)

What Builders Are Saying

I had the real estate monitor running in an afternoon. Three weeks later it flagged a deal that I bought. That one alert paid for years of API costs.
A
Alex P.
Property Investor Β· Europe
The SOUL.md concept is genius. I gave my agent a persona and it's genuinely consistent. It writes my weekly market briefing in my style β€” clients think I wrote it.
M
Maria T.
Market Analyst Β· EU
Launched my first digital product using OpenClaw agents. Wrote 80% of it, formatted it, uploaded to Gumroad. My role was basically editor and publisher. Made $340 first month.
S
Sarah B.
Solopreneur Β· Berlin
I run an automation agency and use OpenClaw to build client deliverables. Setup time dropped from 3 days to 4 hours per client. That's the business model right there.
T
Tom H.
Automation Agency Owner Β· London
Been using n8n, Make, Zapier for years. OpenClaw is fundamentally different β€” it understands context. The agents actually reason about what to do next. Nothing else does this.
R
Robert M.
Tech Lead Β· Warsaw
My newsletter runs on OpenClaw now. 6am every morning, agent scrapes HN + Reddit, writes summary, formats nicely, sends to 800 subscribers. I haven't manually written an issue in 2 months.
A
Anna P.
Newsletter Creator Β· Amsterdam

Common Questions

Can't find your answer? Join the Discord community β€” active builders help each other daily.

Quick Stats
Setup time ~2 hours
Monthly cost $0 + API fees
Platforms Mac, Linux, WSL
Models Claude, GPT-4, Ollama
Do I need to know how to code?
No. You need to be comfortable with a terminal (running commands) and editing text files. Most configuration is plain English in markdown files. The agents handle the actual code generation when needed. If you can follow a recipe, you can run OpenClaw.
What does OpenClaw cost?
OpenClaw itself is free and open-source. You pay for the AI model API calls (Anthropic Claude: ~$0.003-0.015 per 1K tokens; OpenAI: similar). A typical business monitoring setup costs $5-30/month in API fees. There's no subscription to OpenClaw itself.
Can it run 24/7 without me?
Yes β€” if your machine is on. OpenClaw runs as a local daemon. For true 24/7 without leaving your laptop on, you can run it on a cheap VPS (DigitalOcean Droplet: $4-6/mo) or a Raspberry Pi. The cron scheduler fires jobs regardless of whether you're in a chat session.
Is my data private?
Fully. Everything runs on your machine. The only external calls are: (1) to your AI provider (Anthropic/OpenAI) when the agent processes a request, (2) to websites you tell it to scrape, (3) to Telegram/email for alerts you configure. No OpenClaw server ever sees your data.
How long to start making money?
Realistically: first dollar in 2-4 weeks if you're focused. Case 2 (Gumroad guide) took 72 hours from idea to sale. The limiting factor is usually picking a niche and finding the first customer β€” not the technical setup. Most people overthink the tech and underthink the distribution.
Which AI model should I use?
Claude Sonnet 4 is the default and recommended choice β€” it follows complex instructions reliably and has strong long-context understanding. For cost-sensitive, high-frequency tasks (scraping + parsing), you can route to GPT-4o Mini or Claude Haiku. For private/offline setups, Ollama with Llama 3.1 8B works surprisingly well.
Can I sell skills I build on ClawHub?
Yes. ClawHub supports publishing paid skills. If you build a high-quality skill (e.g., an XTB trading API integration, or a Shopify price manager), you can list it and earn a percentage of sales. This is another revenue stream: build once, sell to the entire OpenClaw community.
What's the difference between OpenClaw and n8n/Make/Zapier?
Those tools are workflow automation β€” they move data between pre-defined nodes. OpenClaw has reasoning agents that decide what to do based on context. Your agent can read a webpage, understand it, decide if it's relevant, write a summary, and send an alert β€” all from one instruction. No rigid flowcharts. Think: n8n automates tasks; OpenClaw runs an employee.

Your business is
one command away

Install OpenClaw, configure your first agent, and have your first automation running today. Free forever. Your data stays on your machine.

Terminal
❯ npm install -g openclaw
+ openclaw@1.4.2
❯ openclaw init
βœ“ Workspace created at ~/.openclaw/workspace
βœ“ Default SOUL.md generated
βœ“ Ready. Type: openclaw chat
❯ openclaw chat
🦞 Hello! I'm your new AI business assistant.
What shall we build today?
⬇️

Download & Install

npm install -g openclaw
Works on Mac, Linux, WSL

πŸ“–

Read the Docs

Full documentation on
clawhub.com/docs

πŸ’¬

Join Community

1,200+ builders sharing
workflows and case studies

πŸ›’

Browse Skills

50+ pre-built skills on
ClawHub marketplace

πŸ“…

Book a Demo

30-min setup call with
an OpenClaw expert

Trusted by builders from
Stripe Linear Notion Vercel YC Alumni Indie Hackers