Most discussions about making money with AI agents stay abstract. “Build an agent service.” “Charge for automation.” That doesn’t tell you what to build or who to sell it to.
Here are five specific setups that people are currently running for paying clients, along with realistic pricing and where to find the customers.
1. The morning executive briefing — $99/month
What it is: OpenClaw runs a morning briefing cron job that pulls together relevant news, emails flagged as urgent, the day’s calendar summary, and any outstanding tasks. It delivers a formatted Telegram or Slack message by 7am.
Who buys it: founders, senior managers, and professionals who feel overwhelmed by information first thing in the morning. They don’t want to configure it themselves. They want it to work.
How to build it: Set up a cron job using OpenClaw’s scheduler with a model like Gemini Flash (cheap and fast for summarisation tasks). Connect to Gmail via IMAP, pull the day’s calendar from Google Calendar, run a web search for the client’s company/industry, and format the output into a clean briefing.
Where to find clients: LinkedIn. Search for “VP” or “Director” titles at companies with 10-50 employees. DM them with a one-line pitch: “I run a morning AI briefing service for busy execs. Takes 5 minutes to set up. $99/month. Want to see a sample?” Expect a 5-10% response rate.
Margin: OpenClaw costs on a briefing like this run around $0.05-0.15 per day. At $99/month with near-zero overhead, margins are 95%+.
2. Email triage and draft replies — $149/month
What it is: OpenClaw monitors a client’s inbox, categorises incoming emails by urgency and type, drafts reply suggestions for common email types, and sends a daily digest of what needs attention. The client reviews and approves before anything sends.
Who buys it: consultants, freelancers, and small business owners who get 50-100 emails a day and spend half their morning on inbox zero.
How to build it: IMAP integration plus a classification prompt that sorts emails into: urgent/reply needed today, FYI only, newsletter/promotional, needs scheduling, other. For reply drafts, store a sample of the client’s past emails and use them as tone reference for the drafts. Nothing sends automatically.
Where to find clients: ProductHunt, Indie Hackers, and solo founder communities on X. These are people who know AI tools exist but don’t have time to set them up. Offer a two-week free trial. The service sells itself once they see the drafts.
3. Competitor monitoring for SaaS companies — $299/month
What it is: OpenClaw runs a weekly (or daily) scan across a client’s competitor websites, social profiles, job boards, and review sites. It summarises what changed: new features announced, pricing changes, new hires in product roles, negative reviews spiking. Delivered as a Slack digest.
Who buys it: SaaS product managers and founders who want competitive intelligence without paying $500/month for a dedicated tool like Crayon or Klue.
How to build it: Build a skills-based setup that scrapes competitor pricing pages, pulls recent posts from their X/LinkedIn, monitors Glassdoor and G2 for review trends, and checks job boards for hiring signals. Run weekly via cron, summarise changes against last week’s snapshot.
Where to find clients: Cold email to SaaS founders. Offer the first competitive analysis report for free. The output quality usually closes the deal.
4. Social content pipeline for agencies — $399/month
What it is: OpenClaw takes a weekly brief (topic, tone, target audience) and produces a full week of social content: five LinkedIn posts, five X posts, three short-form video scripts, and a newsletter outline. The agency edits and publishes.
Who buys it: small marketing agencies and brand studios that manage social for clients but don’t want to hire another content writer.
How to build it: Prompt pipeline with a research step (web search for trending topics in the niche), a content generation step using a capable model like Sonnet or GPT-4o, and an output formatter that drops everything into a Google Doc template. The agency gets a link every Monday morning.
Where to find clients: Cold DM agency owners on LinkedIn. Frame it as a way for them to take on more clients without hiring. At $399/month, if it saves one hour of a junior writer’s time per day, the ROI is obvious.
5. Customer support agent for small e-commerce — $499/month
What it is: An OpenClaw agent that monitors a support inbox, classifies tickets, answers common questions automatically (shipping status, return policy, product info), escalates complex issues to a human, and tracks response times.
Who buys it: Shopify store owners doing £50k-500k/year in revenue who can’t afford a full-time support person but are getting buried in repetitive tickets.
How to build it: Connect to the support inbox via IMAP. Give the agent access to the FAQ doc, return policy, and order lookup via Shopify’s API. Use a classification step first (can this be auto-answered?), then a drafting step, then a send/escalate decision. Human review required for anything outside the training set.
Where to find clients: Shopify communities on Facebook and Reddit. Post a before/after: “I set this up for a client last month. They were spending 3 hours a day on support. Now it’s 20 minutes of review.” That kind of specific post generates inbound.
How to get started
Pick the setup that matches the clients you can most easily reach. You don’t need a polished product to close your first client. A working OpenClaw config, a Loom demo video, and a clear one-sentence value proposition is enough to get a yes at $99-199/month.
Once you have three clients on the same setup, you have a productised service. Document the setup, create a delivery process, and start marketing it properly.