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.

Webhook + WhatsAppShopifyWebhookWhatsApp
Webhook received: New Shopify order #4821
Processing webhook

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.

Webhook + MemoryStripeWebhookDunning
Webhook: invoice.payment_failed from Stripe
http_request → Stripe API

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.

Cron + WhatsApp GroupCronInventoryWhatsApp
Cron triggered: Daily inventory check (8:00 AM)
http_request → Shopify API

Running morning inventory scan...

Product Review Monitoring

Agent monitors new reviews, analyzes sentiment, and alerts the team about negative feedback.

Cron + WhatsAppReviewsSentimentMonitoring

Check our latest product reviews and flag anything negative

web_fetch → Review API

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.

Webhook + WhatsAppMetaLead AdsWhatsAppWebhook
Webhook: Meta Lead Ad — leadgen_id: 8472910384
http_request → Graph API

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.

WhatsApp DMResearchContentWeb Search

Research what our top 3 competitors posted on LinkedIn this week. Summarize the themes and suggest 3 content ideas for us.

web_search + web_fetch

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.

Cron + WhatsApp GroupCronAnalyticsReporting
Cron triggered: Weekly marketing report (Monday 9 AM)
http_request → Analytics APIs

Compiling last week's marketing data...

Outreach Email Drafting

Give the agent a prospect's details and it drafts a personalized cold email.

WhatsApp DMEmailOutreachSales

Draft a follow-up email for Ahmed from TechCorp. We met at the conference, he was interested in our API integration.

memory_recall

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.

WhatsApp DMInvoicePDFFiles

Create an invoice for TechCorp, $5,000 for API integration consulting, net-30 payment terms

shell → generate PDF

Creating invoice...

Expense Tracking via Photo

Send a receipt photo via WhatsApp. Agent extracts details and logs the expense.

WhatsApp DMExpensesOCRImage

[Sends photo of restaurant receipt]

image_info

Reading the receipt...

Meeting Preparation Brief

Before a meeting, ask the agent to compile everything it knows about the client.

WhatsApp DMMeetingCRMMemory

I have a call with Sarah from DataFlow in 30 minutes. Give me a prep brief.

memory_recall + web_search

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.

Webhook + ToolsZapierWebhookAutomation
Webhook from Zapier: New contact form submission
Extracting {{name}}, {{email}}, {{message}}

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.

Cron + WhatsApp GroupStandupTeamWhatsApp Group
Cron triggered: Daily standup (9:00 AM)
whatsapp_web_send (group)

@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.

Webhook + WhatsApp GroupGitHubWebhookTriage
Webhook: GitHub issue #342 opened in myorg/platform
Processing webhook payload

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.

Webhook + WhatsApp GroupClickUpWebhookTasks
Webhook: ClickUp task status changed
http_request → ClickUp API

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.

WhatsApp Group (Observe)OnboardingWhatsApp GroupObserve
New member joined the group: +971-55-xxx-xxxx
whatsapp_web_send (observe mode)

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.

WhatsApp Group (Observe)ObserveSummaryGroup

@agent summarize what happened in this group today

memory_recall (observe)

Checking today's conversation history...

Group Knowledge Base

Team members ask questions in the group. Agent answers from accumulated knowledge and past conversations.

WhatsApp GroupKnowledgeQ&AMemory

@agent what was the decision on the pricing model last week?

memory_recall

Searching memory and past conversations...

Quick Team Polls

Create polls in WhatsApp groups for quick team decisions.

WhatsApp GroupPollsVotingDecisions

@agent create a poll: When should we do the team dinner? Options: Thursday, Friday, Saturday

whatsapp_poll

Creating poll...

Action Item Tracking

Agent automatically detects action items from group conversations and tracks them.

WhatsApp Group (Observe)Action ItemsTrackingObserve

@agent what are the open action items for our team?

memory_recall (observe)

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.

Webhook → WhatsAppStripePaymentsNotifications
POST /hooks/stripe-payments — payment_intent.succeeded
Extracting {{amount}}, {{email}}

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.

Webhook → WhatsAppHubSpotCRMDeals
POST /hooks/hubspot-deals — deal.propertyChange (dealstage → closedwon)
http_request → HubSpot API

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.

Webhook → MemoryCalendlyMeetingResearch
POST /hooks/calendly-booking — invitee.created
http_request → Calendly API

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.

Webhook → WhatsAppIoTMonitoringAlerts
POST /hooks/sensor-data — temperature: 47.3C, humidity: 82%
memory_recall (thresholds)

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.

Webhook → WhatsApp GroupJiraSupportTriageWebhook
Webhook: New Jira issue SUPPORT-892
http_request → Jira API

New support ticket. Fetching details...

Customer Health Check

Weekly automated check on key customer accounts — usage trends, support tickets, engagement.

Cron + WhatsAppCustomer SuccessHealthCron
Cron triggered: Weekly customer health check (Monday 10 AM)
http_request + memory_recall

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.

WhatsApp GroupFAQKnowledge BaseSupport

@agent how does the webhook retry logic work? A customer is asking.

memory_recall + file_read

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.

WhatsApp DMHubSpotCRMSales

Move the DataFlow deal to 'Proposal Sent' and update the amount to $36,000. Add a note: sent revised proposal with annual discount.

http_request → HubSpot API

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.

Webhook + Zoho APIZohoLead ScoringWebhookResearch
Webhook: New Zoho lead — ID: 4847201
http_request → Zoho API

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.

Cron + WhatsApp GroupCRMPipelineCronReporting
Cron triggered: Weekly pipeline report (Monday 8 AM)
http_request → CRM API

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.

WhatsApp Group (Observe) + CRMObserveCRMAuto-LogWhatsApp Group

@agent start logging all customer mentions in this group to HubSpot

memory_store (observe config)

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.

WhatsApp DMInvoicePDFStripePayment Link

Invoice TechCorp for $8,500 — API integration consulting (40 hours at $200/hr plus $500 setup fee). Net-15 payment terms.

shell → PDF generation + http_request → Stripe API

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.

WhatsApp DMQuotationPDFSales

Quick quote for Ahmed at CloudScale: 3 months of Pro plan ($99/mo), 5 hours custom setup ($150/hr), and 10% volume discount.

shell → PDF generation

Generating quotation...

Generate Stripe Payment Link on Command

Need a quick payment link? Just tell the agent the amount and description.

WhatsApp DMStripePayment LinkQuick

Create a Stripe payment link for $250, description: Workshop registration fee

http_request → Stripe API

Creating Stripe payment link...

Monthly Expense Report Generator

Agent compiles all logged expenses, categorizes them, and generates a professional PDF report with charts.

Cron + WhatsApp DMExpensesReportPDFChartsCron
Cron triggered: Monthly expense report (1st of month)
memory_recall (expenses)

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.

Embed WidgetWidgetSupportKnowledge Base

How do I set up webhook automation with your platform?

memory_recall (docs)

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.

Embed WidgetWidgetBookingCalendar

I'd like to book a demo of your Enterprise plan

http_request → Calendar API

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.

Embed WidgetWidgetOnboardingSetup

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.

Embed WidgetWidgetE-CommerceProduct Recs

I'm looking for wireless earbuds under $100. Good for running. What do you recommend?

http_request → Product API

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.

WhatsApp DMShopifyProductsInventory

Increase the price of 'Widget Pro' by 15% and update the description to mention the new V2 features

http_request → Shopify API

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.

WhatsApp DMShopifyRefundStripe

Process a full refund for order #4789. Customer received damaged product.

http_request → Shopify API

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.

WhatsApp DMShopifySaleDiscountMarketing

Launch a 24-hour flash sale. 30% off all Widget products. Create a discount code FLASH30 and announce it on our WhatsApp broadcast.

http_request → Shopify API (3 calls)

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.

Cron + WhatsApp DMShopifyDashboardCronAnalytics
Cron triggered: Daily Shopify dashboard (7:00 PM)
http_request → Shopify API (orders, analytics)

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.

WhatsApp DM + DelegationMulti-AgentResearchDelegationTask Plan

Research the top 5 AI agent platforms, compare their features and pricing, and create a competitive analysis report with charts.

task_plan → 4 steps

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.

WhatsApp DM + DelegationMulti-AgentContentImage GenBackground Job

Create a blog post about 'How AI Agents are Replacing SaaS Tools' with a hero image and 3 social media posts.

task_plan → 4 steps

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.

WhatsApp DM + DelegationMulti-AgentFinancePDFResearch

Prepare a due diligence package for our Series A. We need: market size analysis, competitor landscape, financial projections summary, and team overview.

task_plan → 6 steps

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.

Webhook + Multi-AgentGitHubCode ReviewMulti-AgentWebhook
Webhook: GitHub PR #89 opened — 'Add payment processing module'
task_plan → 3 parallel reviews

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.

WhatsApp DMImage GenProductE-Commerce

Generate 3 product photos for our new wireless earbuds: one on a marble desk, one lifestyle shot with a runner, one minimal white background.

bg_run → image_generate x3

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.

WhatsApp DMVideo GenAudio GenBackground Job

[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.'

bg_run → video_generate + audio_generate

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.

WhatsApp DMPresentationPDFChartsStartup

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.

memory_recall + web_search

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.

WhatsApp DMAudio GenResearchBackground JobMulti-Agent

Create a 5-minute podcast episode with two hosts discussing 'Why AI agents will replace traditional automation tools'. Make it conversational and insightful.

task_plan → 5 steps

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.

WhatsApp DMPostgreSQLSQLAnalytics

What were our top 10 customers by revenue last quarter? Show me a breakdown by plan tier.

shell → psql

Querying the database...

Excel/CSV Deep Analysis

Upload a spreadsheet via WhatsApp and the agent analyzes it — finds patterns, anomalies, and generates insights.

WhatsApp DMCSVExcelAnalysisCharts

[Sends sales_data_q1.xlsx] Analyze this sales data. Find the best performing products, seasonal trends, and any anomalies.

xlsx_read

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.

Cron + WhatsApp DMCronBriefingMulti-SourceDaily
Cron triggered: CEO daily briefing (7:00 AM)
http_request + memory_recall + web_search

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.

Cron + WhatsApp GroupMonitoringCronDevOpsAlerts
Cron triggered: Health check (every 5 min)
http_request x4

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.