Find and vet ICP leads and plan outreach
I went through 148 replies, the Clawverse gallery, and community writeups. Task: I went through 148 replies, the Clawverse gallery, and community writeups. Here are 85+ real use cases people are building with OpenClaw β from overnight coding to grocery ordering to 10-agent teams. I went through 148 replies to Lenny's tweet, the Clawverse gallery, and Brandon Wang's writeup. Here's every use case I found. Some of these are practical. Some are unhinged. One person gave their agent $1,000 and told it to start a business. Another built a meme battle arena where the agent fought itself for an entire night. I studied engineering in school but spent my whole career as a founder, growth person, and PM. I've been running OpenClaw for about a month now with an agent named Alfred on my MacBook Air. I'm nowhere near most of these people. But scrolling through what everyone's building gave me a pretty clear picture of where this is all going. So here's the list. 85+ use cases, organized by category, with attribution to the people who shared them. The Big Themes Four patterns kept showing up across almost every reply: Always-on agents. Most power users run OpenClaw 24/7 on a Mac Mini, VPS, or Raspberry Pi. The agent isn't something you open and close. It's running. Messaging as the interface. Telegram and WhatsApp dominate. Not apps. Not dashboards. You text your agent like you'd text a friend. Overnight work. Assign tasks before bed. Wake up to results. Probably the single most common pattern I found. Multi-agent teams. Several people run 4-10 specialized agents that coordinate through shared databases. One person has ten. π’ Business & Sales (12) Lead capture and outreach at scale. Agent accesses CRM, LinkedIn Sales Navigator, HunterIO, and BrightData. Finds profiles matching your ICP, vets them, organizes them, and plans cold outreach campaigns. β @ashtilawat Automated bidding workflow. Client sends bid β agent reviews specs β identifies top vendors by trust score β sends for approval β emails vendors β collects costs β calculates margins. Full pipeline. β @CryptoBababooey Prospect research before sales calls. Fetches info on potential clients and predicts how your product suits their pain points. Simple, but saves real time. β @PostLabMP Booking a meeting with a multi-trillion dollar company. Agent scanned opportunities, crafted an outreach angle, and landed a speaking opportunity plus an in-person meeting. β @ericosiu 24/7 sales outreach team. Preparing data, doing research, writing email, sending email, flagging out-of-office replies and unsubscribes, helping the sales team close. β @krishlogy Running a physical therapy company. Using OpenClaw to manage the whole business. Not a lot of detail shared, but the fact that it's a physical business stood out. β @DNormandin1234 Running a nonprofit. Supercharged assistant for building out a nonprofit organization. β @tim_niemeyer_ Managing 4 agency workspaces. Four Slack workspaces, four calendars, four email accounts β all managed through one agent with a unified to-do list. β @skippermissions CRM migration. Migrated 1,500 contacts, 200 proposals, and metadata between CRMs using headless browsing and custom scripts. Saved hundreds of hours. β @BadBrainCode Client website management via Telegram. Client requests a change β voice message to OpenClaw β coding agent spins up β pushes test branch β sends preview link β client approves β deploys. Support emails also auto-generate change reports. β @ad_astra999 eBay operations management. Ship-by-date tracking, message management, hotel reservation tracking with cancel-by dates. β @ssimonvii Product decision intelligence across 29 stores. Agent pulls data from 29 retail stores, runs full product comparisons, pricing intelligence, and cross-store match analysis. Processes 40TB of data. β @BwcDeals π» Coding & Dev (11) Building a complete product in 36 hours via Telegram. Built Pagedrop from idea to deployment while doing normal weekend activities. Agent handled architecture, domain purchase, infrastructure, landing page, GitHub OAuth, and payments. All via text messages. β @jlehman_ Overnight autonomous app building. Team of agents reads Reddit posts for trends, then autonomously builds apps overnight. User wakes up and decides whether to ship. Running on a Mac Studio with local models. β @AlexFinn; tools: OpenClaw. Human role: The original post does not say how a person stayed involved.; limitations: Prerequisites include access to CRM, LinkedIn Sales Navigator, HunterIO, and BrightData APIs. The source does not state specific limitations or costs for this workflow. Integration uncertainty exists regarding API rate limits and data privacy compliance. Human approval is mandatory before sending any messages to avoid spam or reputational damage..
Tools
Published on Agent Work Atlas:
Overview
I went through 148 replies, the Clawverse gallery, and community writeups.
Workflow
I went through 148 replies, the Clawverse gallery, and community writeups. Here are 85+ real use cases people are building with OpenClaw β from overnight coding to grocery ordering to 10-agent teams. I went through 148 replies to Lenny's tweet, the Clawverse gallery, and Brandon Wang's writeup. Here's every use case I found. Some of these are practical. Some are unhinged. One person gave their agent $1,000 and told it to start a business. Another built a meme battle arena where the agent fought itself for an entire night. I studied engineering in school but spent my whole career as a founder, growth person, and PM. I've been running OpenClaw for about a month now with an agent named Alfred on my MacBook Air. I'm nowhere near most of these people. But scrolling through what everyone's building gave me a pretty clear picture of where this is all going. So here's the list. 85+ use cases, organized by category, with attribution to the people who shared them. The Big Themes Four patterns kept showing up across almost every reply: Always-on agents. Most power users run OpenClaw 24/7 on a Mac Mini, VPS, or Raspberry Pi. The agent isn't something you open and close. It's running. Messaging as the interface. Telegram and WhatsApp dominate. Not apps. Not dashboards. You text your agent like you'd text a friend. Overnight work. Assign tasks before bed. Wake up to results. Probably the single most common pattern I found. Multi-agent teams. Several people run 4-10 specialized agents that coordinate through shared databases. One person has ten. π’ Business & Sales (12) Lead capture and outreach at scale. Agent accesses CRM, LinkedIn Sales Navigator, HunterIO, and BrightData. Finds profiles matching your ICP, vets them, organizes them, and plans cold outreach campaigns. β @ashtilawat Automated bidding workflow. Client sends bid β agent reviews specs β identifies top vendors by trust score β sends for approval β emails vendors β collects costs β calculates margins. Full pipeline. β @CryptoBababooey Prospect research before sales calls. Fetches info on potential clients and predicts how your product suits their pain points. Simple, but saves real time. β @PostLabMP Booking a meeting with a multi-trillion dollar company. Agent scanned opportunities, crafted an outreach angle, and landed a speaking opportunity plus an in-person meeting. β @ericosiu 24/7 sales outreach team. Preparing data, doing research, writing email, sending email, flagging out-of-office replies and unsubscribes, helping the sales team close. β @krishlogy Running a physical therapy company. Using OpenClaw to manage the whole business. Not a lot of detail shared, but the fact that it's a physical business stood out. β @DNormandin1234 Running a nonprofit. Supercharged assistant for building out a nonprofit organization. β @tim_niemeyer_ Managing 4 agency workspaces. Four Slack workspaces, four calendars, four email accounts β all managed through one agent with a unified to-do list. β @skippermissions CRM migration. Migrated 1,500 contacts, 200 proposals, and metadata between CRMs using headless browsing and custom scripts. Saved hundreds of hours. β @BadBrainCode Client website management via Telegram. Client requests a change β voice message to OpenClaw β coding agent spins up β pushes test branch β sends preview link β client approves β deploys. Support emails also auto-generate change reports. β @ad_astra999 eBay operations management. Ship-by-date tracking, message management, hotel reservation tracking with cancel-by dates. β @ssimonvii Product decision intelligence across 29 stores. Agent pulls data from 29 retail stores, runs full product comparisons, pricing intelligence, and cross-store match analysis. Processes 40TB of data. β @BwcDeals π» Coding & Dev (11) Building a complete product in 36 hours via Telegram. Built Pagedrop from idea to deployment while doing normal weekend activities. Agent handled architecture, domain purchase, infrastructure, landing page, GitHub OAuth, and payments. All via text messages. β @jlehman_ Overnight autonomous app building. Team of agents reads Reddit posts for trends, then autonomously builds apps overnight. User wakes up and decides whether to ship. Running on a Mac Studio with local models. β @AlexFinn
Reported result
The source does not provide verified outcomes for this specific ICP lead generation workflow. While other cases mention saving hundreds of hours or 60% time savings, these metrics are not attributed to the lead capture process. A measurable acceptance check would be the number of qualified leads generated per week compared to manual effort.
Human role
The original post does not say how a person stayed involved.
Limitations
Prerequisites include access to CRM, LinkedIn Sales Navigator, HunterIO, and BrightData APIs. The source does not state specific limitations or costs for this workflow. Integration uncertainty exists regarding API rate limits and data privacy compliance. Human approval is mandatory before sending any messages to avoid spam or reputational damage.
Try it
Act as an OpenClaw agent to set up an ICP lead capture workflow. [replaceable inputs: CRM API key, LinkedIn Sales Navigator credentials, HunterIO API key, BrightData API key, target ICP definition, outreach email template]. Steps: 1. Connect to the specified tools. 2. Search for profiles matching the ICP. 3. Vet and organize the leads. 4. Draft a cold outreach campaign plan. 5. Output a CSV of leads and a draft email sequence. 6. Stop and wait for human approval before sending any emails. Measure success by the number of valid leads found. If API keys are missing, ask for them. Do not send any messages without explicit confirmation.
Source reports are not independently verified. Publication date is the catalog publication date, not the original article date.