Bulk Message, Schedule, and
Never Miss a Lead
Monitor groups. Detect buyers. Bulk message. Schedule sends. Reply with AI.
MoltFlow watches your WhatsApp groups 24/7, spots high-intent leads the moment they ask about pricing, sends AI replies that sound like you, and lets you bulk-message hundreds of contacts on a schedule — ban-free.
Sound Familiar?
You see a buying signal in a WhatsApp group — but by the time you reply, they've already messaged your competitor.
You try to message contacts at scale, but WhatsApp bans your number within hours.
You check 15 groups every morning, manually copying phone numbers into a spreadsheet.
MoltFlow fixes all of this. Automatically.
Everything You Need to Convert WhatsApp Leads
Stop losing leads to slow responses. MoltFlow captures every opportunity from your WhatsApp groups and converts them with AI-powered automation.
// Real-time webhook delivery { "event": "lead.detected", "data": { "group": "Real Estate IL", "contact": "+972501234567", "keyword": "interested in buying", "confidence": 0.94 } }
Catch Every Buyer the Moment They Speak
Monitor 50+ WhatsApp groups simultaneously. Get instant alerts when someone mentions buying, pricing, or shows purchase intent. Never miss a hot lead.
- ✓Know exactly who wants to buy before they message your competitor
- ✓Get notified the instant a lead appears, on any device
- ✓Turn happy customers into testimonials automatically
AI That Sounds Exactly Like You
Generate context-aware replies using GPT-4 or Claude. Train a style profile from your messages so AI sounds exactly like you. Learn how RAG works.
- ✓AI replies that sound like you wrote them yourself
- ✓Your AI knows your product as well as your best salesperson
- ✓Hands-free — AI labels, responds, and organizes for you
Reach Hundreds Without Risking Your Account
Build contact lists, send messages to entire groups with ban-safe throttling, and schedule recurring messages with timezone support.
- ✓Build targeted lists from your best WhatsApp groups
- ✓Message hundreds of contacts without getting banned
- ✓Set it and forget it — messages go out on your schedule
Custom Groups
Build targeted contact lists from your WhatsApp conversations. Tag VIP clients, segment by interest, or create campaign lists — then send to them with one click.
- Import from WhatsApp groups or add manually
- Tag and segment for precision targeting
- Feed lists into Bulk Send or Scheduled Messages
Bulk Messaging
Broadcast to custom groups with built-in anti-spam throttling. Random 30s–2min delays simulate human behavior — so WhatsApp thinks a person is sending.
- Random delays mimic human sending patterns
- Real-time progress tracking in dashboard
- Automatic retry with exponential backoff
Scheduled Messages
Set it and forget it. Schedule one-time sends, daily check-ins, weekly promotions, or custom cron jobs. Messages fire on time — even when your laptop is closed.
- One-time, daily, weekly, monthly, or cron
- Timezone-aware — reach contacts in their morning
- Pause, resume, or edit from the dashboard
Scheduled Reports
Get automated summaries of your leads, activity, and session health delivered on a schedule. View in the dashboard or receive directly in your WhatsApp.
- 10 prebuilt templates for leads, usage, sessions
- Daily, weekly, monthly, or custom cron schedule
- WhatsApp delivery -- reports come to you
Your AI Business Development Agent
Not just a setup wizard. MoltFlow's BizDev Agent scans your entire account, mines chat history for hidden leads, and suggests data-driven growth plays based on real conversations.
- ✓Find unanswered contacts sitting in your inbox — warm leads going cold
- ✓Detect unmonitored groups with hundreds of potential leads
- ✓Get retention plays, revenue optimization, and testimonial harvesting
Connect MoltFlow to Any Tool You Use
Build custom workflows with our developer-friendly API. Get real-time webhook events and organize contacts with labels. Read the full API guide.
- ✓90+ endpoints — connect to any tool you already use
- ✓Real-time events to your CRM, Zapier, n8n, or custom backend
- ✓Organize contacts automatically as leads flow in
- ✓Scoped API keys — grant only the permissions each integration needs
Target Hyper-Specific Audiences
Stop wasting money on broad ads. MoltFlow lets you listen to conversations in relevant WhatsApp groups and identify high-intent leads the moment they express interest.
- ✓Filter by keywords (e.g. "price", "interested", "help")
- ✓Webhook alerts for every detected lead
- ✓Skip admins and existing contacts
Developer-First API
Built for scaling. MoltFlow isn't just a dashboard—it's a headless WhatsApp engine. Control everything programmatically via our REST API.
Content-Type: application/json
{
"data": {
"body": "I'm interested in the premium plan",
"timestamp": 1678892330
# Create an interactive poll
response = requests.post(
headers={"Authorization": "Bearer API_KEY"},
json={
"type": "poll",
"poll_name": "What's your priority?",
"poll_options": ["Speed", "Price", "Quality"],
"poll_multiple": False
Rich Messaging API
Send more than just text. Use polls to collect feedback, share locations for meetups, or send stickers and GIFs to build rapport.
- ✓Interactive polls for surveys and feedback
- ✓Location sharing for delivery and events
- ✓Contact cards, stickers, and reactions
Ready to see it in action?
[ TRY FREE — SETUP IN 2 MIN ]Let Your AI Agents Talk
Open-source JSON-RPC 2.0 standard for AI-to-AI communication over WhatsApp. Your bots discover each other, authenticate, and collaborate — automatically.
/.well-known/agent.jsonBuilt for Teams That Close on WhatsApp
Whether you manage 5 groups or 500, MoltFlow turns WhatsApp conversations into closed deals.
Marketing Agencies
Monitor 50+ client groups from one dashboard. MoltFlow detects leads the instant they appear, routes them to the right client account, and sends AI replies before the competition even opens WhatsApp. Bulk Send handles campaigns across hundreds of contacts with ban-safe throttling — so your team focuses on strategy, not copy-pasting.
Real Estate Agents
“How much for the 3BR in Ramat Gan?” — posted at 2am in a group with 800 members. MoltFlow catches it in under 8 seconds, sends your listing details via AI, and logs the lead in your dashboard. You wake up to a warm prospect instead of a missed opportunity. Export leads to CSV for your CRM in one click.
E-commerce & D2C
Send order confirmations, shipping updates, and abandoned cart nudges over WhatsApp — the channel your customers actually check. Schedule recurring promotions with timezone support, collect feedback via polls, and let AI handle post-sale questions using your knowledge base. Zero extra staff, zero bans.
What Our Users Say
Trusted by teams who rely on WhatsApp for growth
“We used to spend 3 hours copy-pasting promotions to 200 clients. Now Bulk Send handles it in the background while we plan the next campaign. 200 messages, zero bans, zero effort.”
Lior M.
Digital Marketing Manager at GrowthPulse
“Scheduled Messages changed everything. Our weekly deal drops go out at 9am sharp to 400+ contacts. Open rates are 3x higher than email. We haven't touched the send button in months.”
Ana R.
Head of Retention at CartBoss
“I connected MoltFlow to n8n in 10 minutes. Now every lead from our WhatsApp groups auto-creates a HubSpot contact, sends a Slack alert, and triggers a follow-up sequence. Pure autopilot.”
Dev K.
Automation Engineer at SaaSGrid
Start Converting in 5 Minutes
No coding required. Connect your WhatsApp, set your rules, and start capturing leads.
1. Connect WhatsApp
Scan a QR code to link your account
2. Set Detection Rules
Configure keyword triggers and group monitoring
3. Get Leads
Receive leads via webhook or dashboard
Connect Your AI Stack
MoltFlow connects to AI assistants and automation platforms. Give ChatGPT or Claude direct WhatsApp control, trigger n8n workflows on events, or deploy OpenClaw for autonomous AI replies.
n8n
Open-source workflow automation. Trigger n8n flows on WhatsApp events via webhooks and build multi-step lead pipelines.
OpenClaw
AI-native WhatsApp agent framework by MoltFlow. Knowledge bases, lead qualification, and customer support — all autonomous.
ChatGPT
Turn ChatGPT into your WhatsApp command center. Import one OpenAPI spec and manage sessions, messages, leads, and campaigns with natural language.
npx @moltflow/openai-actionsClaude
Give Claude full WhatsApp API access via MCP Server. 25 tools across sessions, messages, leads, groups, outreach, and usage analytics.
npx @moltflow/mcp-serverAny platform that accepts webhooks works with MoltFlow.
[ VIEW WEBHOOK DOCS ]From the Terminal
Guides, deep-dives, and automation playbooks
n8n: Multi-Model AI Routing (GPT/Claude/Gemini)
Cut AI costs 77% with intent-based routing. Gemini for FAQs, GPT-4o for general, Claude 4 for complex. Fallback chains guarantee quality.
Fintech WhatsApp: KYC, Alerts & Fraud Prevention
Cut SMS costs 90% with WhatsApp transaction alerts. Automate KYC, fraud detection & instant notifications while staying PCI DSS compliant.
RAG Knowledge Base Explained: WhatsApp AI Context Retrieval
How RAG prevents AI hallucinations in WhatsApp bots. Chunking strategies, embedding models, vector search—complete technical breakdown with code examples.
Trusted by Teams Who Ship
Real results from real businesses automating WhatsApp
We used to spend 3 hours a day manually messaging leads from WhatsApp groups. MoltFlow monitors 12 groups for us, detects buyer intent instantly, and bulk-sends property listings to 200+ contacts on a schedule.
Our response rate went from 8% to 34%.
Rafael M.
Real Estate Agent @ Meridian Properties
Learn Mode trained on 6 months of my support conversations and now replies in my exact tone. Customers cannot tell the difference.
Our first-response time dropped from 45 minutes to under 30 seconds, and CSAT went up 22 points.
Priya K.
Founder & CEO @ Staqflow (SaaS)
Scheduled Messages is a game-changer for campaign management. We run drip sequences across 8 client accounts, each with custom timing and cron schedules.
MoltFlow replaced 3 separate tools we were paying for.
Tomasz W.
Head of Automation @ GreenPulse Marketing
Track Every Message
Know exactly what happened to every outbound message. Who read it, who replied, who ignored it, and when's the best time to send.
Campaign Funnel
Sent → Delivered → Read → Replied → Reacted → Ignored
Contact Engagement Scores
Identify your most engaged contacts with color-coded leaderboard
Send Time Optimization
Heatmap shows best hours/days for engagement
Ignored Detection
Auto-flag messages ignored past 24h (configurable)
┌─ CAMPAIGN bulk-send-001 ──────────────────────────┐ │ Sent │████████████████████████│ 1,247 │ │ Delivered │████████████████████████│ 1,198 96% │ │ Read │███████████████████░░░░░│ 987 79% │ │ Replied │██░░░░░░░░░░░░░░░░░░░░░░│ 124 10% │ │ Reacted │█░░░░░░░░░░░░░░░░░░░░░░░│ 37 3% │ │ Ignored │██░░░░░░░░░░░░░░░░░░░░░░│ 112 9% │ └───────────────────────────────────────────────────┘
Real-Time Funnel
Track every stage from send to reply via SSE
Engagement Scores
Rolling metrics per contact, color-coded
Time Optimization
7x24 heatmap, discover peak hours
CSV Export
Download campaign analytics for reporting
One Missed Lead Costs More Than a Month of MoltFlow
Free to start. Upgrade when your pipeline can't keep up.
Most WhatsApp API providers charge $0.025-$0.14 per message. At 500 messages/month, that's $12.50-$70 in API fees alone — before any automation. MoltFlow Starter: $9.90/month. All-in.
// Frequently Asked Questions
last updated: 2026-02-05 | 18 threads
What is MoltFlow?
How does MoltFlow work?
50ms/char) and rate limiting (4 msgs/2 min) to prevent account bans. The platform monitors groups for keywords, detects leads automatically, and can trigger AI responses or CRM webhooks.How much does MoltFlow cost?
Is MoltFlow safe from WhatsApp bans?
- Human-like typing simulation at
50ms/char - Burst rate limiting (
4 msgs/2 min) - Automatic seen/typing indicators
- Bulk Send uses random 30s-2min delays between messages
What is the A2A Protocol?
/.well-known/agent.json, exchange encrypted messages, and execute actions like sending WhatsApp messages or querying knowledge bases—all with built-in rate limiting and content filtering.Is my data private and secure?
Can MoltFlow integrate with my CRM?
Can my team use MoltFlow together?
Do you have an API for developers?
What is Learn Mode in MoltFlow?
What is the BizDev Growth Agent?
Can I cancel anytime?
Does MoltFlow have tutorials and guides?
Can I use MoltFlow with n8n?
Is Bulk Send safe? Will I get banned?
4 msgs/2 min). These mimic natural human behavior so WhatsApp does not flag your account. We have sent over 50,000 bulk messages with zero account bans.How do Scheduled Messages work?
cron expressions for full control. All schedules are timezone-aware — set your timezone once and messages fire at the right local time. Manage schedules from the dashboard or via the REST API.Which automation platforms does MoltFlow integrate with?
- n8n — open-source workflow automation with 400+ app nodes
- Zapier — 6,000+ no-code app connections
- Make (Integromat) — visual scenario builder
- OpenClaw — AI agent marketplace with A2A protocol support
What are Custom Groups? Are they the same as WhatsApp groups?
Ready to automate your WhatsApp?
Get started in under 5 minutes. Cancel anytime.
[ START MY FREE ACCOUNT ]Every minute without MoltFlow, buying signals in your groups go unanswered.