What can your AI agent do?
LunoGen agents aren't chatbots — they're autonomous assistants that actually do things. Browse real-world examples of agents automating business workflows.
E-Commerce & Sales
Automate orders, payments, and customer operations
Instant Order Alerts via WhatsApp
Shopify webhook triggers the agent, which sends a formatted order summary to your WhatsApp group.
New order just came in! Let me pull the details...
Failed Payment Recovery
Stripe webhook alerts the agent about failed invoices. Agent looks up the customer and drafts a recovery message.
Payment failed for customer cus_Q8x92k. Attempt #2 of 3. Let me fetch their details...
Daily Inventory Report
Scheduled cron job triggers the agent every morning to check stock levels and alert on low inventory.
Running morning inventory scan...
Product Review Monitoring
Agent monitors new reviews, analyzes sentiment, and alerts the team about negative feedback.
Check our latest product reviews and flag anything negative
Scanning reviews from the last 24 hours...
Marketing & Lead Generation
Capture leads, nurture prospects, and automate outreach
Meta Lead Ad → WhatsApp Welcome
Facebook lead ad webhook sends lead ID. Agent fetches full details from Graph API and sends a personalized WhatsApp message.
New lead captured! The webhook only has the ID, fetching full details from Meta...
Competitor Content Research
Ask the agent to research competitor content strategy and generate a report.
Research what our top 3 competitors posted on LinkedIn this week. Summarize the themes and suggest 3 content ideas for us.
On it. Searching their recent LinkedIn activity...
Weekly Marketing Report
Every Monday, the agent compiles campaign metrics and delivers a formatted report to the team.
Compiling last week's marketing data...
Outreach Email Drafting
Give the agent a prospect's details and it drafts a personalized cold email.
Draft a follow-up email for Ahmed from TechCorp. We met at the conference, he was interested in our API integration.
Let me check what I remember about Ahmed...
Business Automation
Streamline operations, finance, and internal workflows
Invoice Generation from WhatsApp
Tell the agent to create an invoice, it generates a PDF and sends the file link.
Create an invoice for TechCorp, $5,000 for API integration consulting, net-30 payment terms
Creating invoice...
Expense Tracking via Photo
Send a receipt photo via WhatsApp. Agent extracts details and logs the expense.
[Sends photo of restaurant receipt]
Reading the receipt...
Meeting Preparation Brief
Before a meeting, ask the agent to compile everything it knows about the client.
I have a call with Sarah from DataFlow in 30 minutes. Give me a prep brief.
Pulling everything I have on DataFlow and Sarah...
Zapier → Agent → Action Chain
Zapier catches a form submission and sends it to your agent via webhook. Agent processes and takes action.
New form submission received via Zapier webhook. Processing...
Team & Project Management
Coordinate teams, track tasks, and manage projects
Automated Daily Standup
Every morning, the agent collects updates from team members in a WhatsApp group and compiles a standup summary.
@team Good morning! Time for standup. Reply with: 1. What you did yesterday 2. What you're doing today 3. Any blockers I'll compile the summary in 30 minutes.
GitHub Issue Auto-Triage
GitHub webhook sends new issues. Agent analyzes, suggests labels, and posts a summary to the dev group.
New issue: "Login page crashes on iOS Safari 17" Analyzing...
Task Status Updates via ClickUp
ClickUp webhook notifies the agent when tasks change status. Agent fetches details and updates the team.
Task update detected. Fetching details from ClickUp API...
New Team Member Onboarding
When a new member joins the WhatsApp group, the agent sends a welcome message with essential links and info.
Welcome to the team! I'm your AI assistant. Here's everything you need to get started: 1. Team Handbook: [link] 2. Project Board: [ClickUp link] 3. Code Repo: [GitHub link] 4. Slack: #general channel 5. VPN Setup: Ask IT or type "VPN setup guide" I can answer questions about our processes, find documents, or help with tasks. Just mention me! Pro tip: Ask me "what's the team working on this week?" for a quick overview.
WhatsApp Group Intelligence
Your agent observes, learns, and acts in group conversations
Group Conversation Summary
Agent observes group messages and provides summaries on demand — catch up on what you missed.
@agent summarize what happened in this group today
Checking today's conversation history...
Group Knowledge Base
Team members ask questions in the group. Agent answers from accumulated knowledge and past conversations.
@agent what was the decision on the pricing model last week?
Searching memory and past conversations...
Quick Team Polls
Create polls in WhatsApp groups for quick team decisions.
@agent create a poll: When should we do the team dinner? Options: Thursday, Friday, Saturday
Creating poll...
Action Item Tracking
Agent automatically detects action items from group conversations and tracks them.
@agent what are the open action items for our team?
Scanning recent group conversations for action items...
Webhook Automations
Connect any service that sends webhooks to your agent
Stripe Payment → Team Notification
Every Stripe payment triggers a formatted notification to your finance WhatsApp group.
Payment received! Processing Stripe webhook...
HubSpot Deal Won → Celebration
When a deal is marked as Won in HubSpot, the agent announces it and logs the revenue.
Deal won! Fetching details from HubSpot...
Calendly Booking → Meeting Prep
When someone books a meeting via Calendly, the agent researches them and prepares a brief.
New meeting booked! Fetching details from Calendly...
Custom IoT Sensor → Alert
Your IoT device sends temperature data via webhook. Agent monitors and alerts on anomalies.
Sensor reading received. Temperature: 47.3C — checking against thresholds...
Customer Support & Service
Handle support queries, track issues, and delight customers
Support Ticket Triage
Jira or ClickUp webhook sends new support tickets. Agent categorizes and routes them.
New support ticket. Fetching details...
Customer Health Check
Weekly automated check on key customer accounts — usage trends, support tickets, engagement.
Running health check on top 10 accounts...
Internal FAQ from Group Chat
Team member asks a product question in the support group. Agent answers from documentation.
@agent how does the webhook retry logic work? A customer is asking.
Checking our documentation and knowledge base...
CRM & Sales Operations
HubSpot, Zoho, Salesforce — manage your pipeline from WhatsApp
Update HubSpot Deal from WhatsApp
Tell the agent to move a deal to a new stage, add notes, or update the amount — all from a chat message.
Move the DataFlow deal to 'Proposal Sent' and update the amount to $36,000. Add a note: sent revised proposal with annual discount.
Updating HubSpot...
Enrich Zoho Leads Automatically
Webhook fires when a new lead enters Zoho. Agent researches the company, enriches the record, and scores the lead.
New lead in Zoho. Fetching details and enriching...
Weekly Pipeline Report from CRM
Every Monday, agent pulls deal data from your CRM, analyzes win rates, and sends a formatted report.
Pulling this week's pipeline data from CRM...
Auto-Log WhatsApp Conversations to CRM
Agent observes your WhatsApp sales group and automatically logs customer interactions to HubSpot/Zoho.
@agent start logging all customer mentions in this group to HubSpot
Enabled CRM auto-logging for this group. I'll watch for customer names, deal references, and action items, then push updates to HubSpot. What I'll track: - Customer name mentions → update last activity - Deal/pricing discussions → add as notes - Commitments/next steps → create tasks This runs silently. I'll confirm each log in a DM to you.
Finance, Invoicing & Payments
Invoices, quotations, payment links, expense reports — from a chat message
Generate Invoice from WhatsApp
Describe the invoice in plain language. Agent creates a professional PDF with your branding and sends a Stripe payment link.
Invoice TechCorp for $8,500 — API integration consulting (40 hours at $200/hr plus $500 setup fee). Net-15 payment terms.
Creating invoice and Stripe payment link...
Instant Spot Quotation
Client asks for a price on WhatsApp. Tell the agent and it generates a professional quotation PDF in seconds.
Quick quote for Ahmed at CloudScale: 3 months of Pro plan ($99/mo), 5 hours custom setup ($150/hr), and 10% volume discount.
Generating quotation...
Generate Stripe Payment Link on Command
Need a quick payment link? Just tell the agent the amount and description.
Create a Stripe payment link for $250, description: Workshop registration fee
Creating Stripe payment link...
Monthly Expense Report Generator
Agent compiles all logged expenses, categorizes them, and generates a professional PDF report with charts.
Compiling March expenses from memory...
Website Copilot & Widget
Embed an AI copilot on your website that actually does things
Website Support Copilot
Embed a chat widget on your website. Visitors ask questions, the agent answers from your docs and knowledge base.
How do I set up webhook automation with your platform?
Great question! Here's how to set up webhooks: 1. Go to your agent dashboard → Webhooks tab 2. Click 'New Webhook' and name it 3. Send a test payload to capture the structure 4. Select the fields you want to extract 5. Write your instruction template 6. Save & Activate Your agent will process incoming webhooks automatically. We support Stripe, Meta, GitHub, Shopify, and any service that sends HTTP webhooks. Want me to walk you through a specific integration?
AI Booking Assistant Widget
Embed a widget that helps visitors book demos, check availability, and get instant answers — connected to your calendar.
I'd like to book a demo of your Enterprise plan
I'd love to set that up! Let me check availability...
Interactive Onboarding Copilot
New users chat with the widget during signup. Agent guides them through setup, answers questions, and configures their account.
I just signed up. How do I connect my WhatsApp?
Welcome! Connecting WhatsApp is easy. Here's what you need: 1. Open your agent dashboard 2. Go to Channels tab 3. Click 'Add Channel' → WhatsApp 4. Scan the QR code with your WhatsApp app The connection is direct — no Meta Business API needed. Your agent will be able to send and receive messages, react with emojis, create polls, and observe group conversations. Want me to guide you through any other setup steps? Common next steps: - Set up your first cron job (automated tasks) - Configure webhook automation - Add your API keys for model access
E-Commerce Product Assistant
Embed on your store. Customers ask about products, get comparisons, check stock, and get personalized recommendations.
I'm looking for wireless earbuds under $100. Good for running. What do you recommend?
Let me check our running-friendly earbuds in that range...
Shopify Store Operations
Manage your entire Shopify store from WhatsApp
Update Products from WhatsApp
Change prices, descriptions, inventory counts, or publish/unpublish products — all from a quick message.
Increase the price of 'Widget Pro' by 15% and update the description to mention the new V2 features
Fetching current product details from Shopify...
Process Refund from WhatsApp
Customer complains on WhatsApp group. Tell the agent to process the refund — it handles Shopify + Stripe.
Process a full refund for order #4789. Customer received damaged product.
Looking up order #4789...
Launch Flash Sale in One Command
Tell the agent to create a flash sale — it updates prices, creates discount codes, and announces to your audience.
Launch a 24-hour flash sale. 30% off all Widget products. Create a discount code FLASH30 and announce it on our WhatsApp broadcast.
Setting up the flash sale... 1. Creating discount code 2. Updating compare-at prices 3. Preparing announcement
Daily Shopify Dashboard via WhatsApp
Every evening, get a complete store performance summary — revenue, orders, top products, conversion rate.
Pulling today's Shopify analytics...
Multi-Agent & Delegation
Orchestrate specialist agents that work together on complex tasks
Market Research with Agent Team
Delegate a complex research task to multiple specialist sub-agents — one researches competitors, another analyzes pricing, a third writes the report.
Research the top 5 AI agent platforms, compare their features and pricing, and create a competitive analysis report with charts.
This is a multi-step research project. Let me create a plan and delegate to my specialist agents...
Content Creation Pipeline
One message triggers a full content pipeline — research, write blog post, generate hero image, create social posts, schedule everything.
Create a blog post about 'How AI Agents are Replacing SaaS Tools' with a hero image and 3 social media posts.
Starting the content pipeline... Step 1: Research (delegating to @researcher) Step 2: Write article (delegating to @writer) Step 3: Hero image (background job) Step 4: Social posts (me)
Investor Due Diligence Package
Prepare a complete due diligence package by delegating financial analysis, market research, and document compilation to specialist agents.
Prepare a due diligence package for our Series A. We need: market size analysis, competitor landscape, financial projections summary, and team overview.
This is a critical document. Creating a structured plan with quality checks at each step...
Automated Code Review Team
GitHub webhook triggers a team of agents — one reviews security, another checks performance, a third validates tests.
New PR detected. This touches payment code — activating full review team.
Media & Content Generation
Generate images, videos, audio, presentations, and documents
AI Product Photography
Generate professional product images in multiple styles and backgrounds — no photographer needed.
Generate 3 product photos for our new wireless earbuds: one on a marble desk, one lifestyle shot with a runner, one minimal white background.
Generating 3 product images in parallel...
Promo Video from Product Image
Send a product photo, agent generates a short promo video with motion and a voiceover.
[Sends product image] Create a 5-second promo video with this product, add some dynamic motion. Also generate a voiceover: 'Experience sound like never before.'
Starting two background jobs: 1. Video generation from your image (Runway, ~2 min) 2. Voiceover generation (ElevenLabs, ~10 sec)
Investor Pitch Deck Generator
Give the agent your company details and it generates a complete pitch deck with charts and professional styling.
Create a 10-slide pitch deck for our Series A. We're an AI agent platform, $50K MRR, 200 customers, growing 20% month-over-month.
Building your pitch deck. Let me pull data from memory and research market context...
AI Podcast Episode Generator
Agent researches a topic, writes a script, generates AI voices for two hosts, and delivers the audio file.
Create a 5-minute podcast episode with two hosts discussing 'Why AI agents will replace traditional automation tools'. Make it conversational and insightful.
Planning the episode: 1. Research key points (@researcher) 2. Write conversational script (me) 3. Generate Host 1 voice (background) 4. Generate Host 2 voice (background) 5. Compile audio
Operations & Data Intelligence
Databases, spreadsheets, monitoring, and deep analysis
Natural Language Database Queries
Ask questions in plain English and the agent writes SQL, queries your PostgreSQL database, and presents results.
What were our top 10 customers by revenue last quarter? Show me a breakdown by plan tier.
Querying the database...
Excel/CSV Deep Analysis
Upload a spreadsheet via WhatsApp and the agent analyzes it — finds patterns, anomalies, and generates insights.
[Sends sales_data_q1.xlsx] Analyze this sales data. Find the best performing products, seasonal trends, and any anomalies.
Reading the spreadsheet... 2,847 rows, 12 columns.
CEO Morning Briefing
Every morning at 7 AM, the agent compiles a personalized briefing — revenue, team updates, calendar, news, and action items.
Compiling your morning briefing from 6 sources...
Website & API Uptime Monitor
Cron job checks your endpoints every 5 minutes. On failure, agent diagnoses the issue and alerts the team.
Running health checks on 4 endpoints...
Ready to automate?
Create your first AI agent in under 2 minutes. Connect your channels, set up webhooks, and let your agent handle the rest.