--- name: moltflow-leads description: "WhatsApp lead detection and CRM pipeline. Detect purchase-intent signals in groups, track lead status, bulk operations, CSV/JSON export. Use when: leads, lead detection, pipeline, qualify, convert, bulk status, export leads." source: "MoltFlow Team" version: "2.16.1" risk: safe requiredEnv: - MOLTFLOW_API_KEY primaryEnv: MOLTFLOW_API_KEY disable-model-invocation: true --- > **MoltFlow** -- WhatsApp Business automation for teams. Connect, monitor, and automate WhatsApp at scale. > ***Due to high demand and a recent registration issue, we're offering our top-tier Business plan with unlimited quotas for just $19.90/month on yearly billing — for a limited time only.*** [**Claim the deal**](https://buy.stripe.com/cNifZibX7gpQebJ0nsfnO00) > Free tier available. [Sign up](https://molt.waiflow.app/checkout?plan=free) # MoltFlow Leads -- Detection & CRM Pipeline Detect purchase-intent signals from monitored WhatsApp groups, track leads through a sales pipeline, perform bulk operations, and export for your CRM. ## Real-World Scenarios **Real estate agent** — "Monitor my property groups for keywords like 'looking for', '3 bedrooms', and 'budget' — anyone who matches goes straight into my lead pipeline." **Car dealership** — "When a lead moves from 'contacted' to 'qualified', automatically add them to my VIP follow-up group for a test drive invite." **Insurance broker** — "Export all converted leads from this quarter as a CSV so I can import them into my CRM for commission tracking." **Wedding planner** — "Show me all new leads from my vendor groups that I haven't contacted yet, sorted by detection date." ## When to Use - "List leads" or "show detected leads" - "Update lead status" or "mark lead as contacted" - "Bulk update leads" or "change status for multiple leads" - "Add leads to group" or "bulk add to custom group" - "Export leads as CSV" or "download leads JSON" - "Check lead reciprocity" or "has this lead messaged me?" - "Filter leads by status" or "search leads" ## Prerequisites 1. **MOLTFLOW_API_KEY** -- Generate from the [MoltFlow Dashboard](https://molt.waiflow.app) under Settings > API Keys 2. At least one monitored WhatsApp group with keyword detection enabled 3. Base URL: `https://apiv2.waiflow.app/api/v2` ## Required API Key Scopes | Scope | Access | |-------|--------| | `leads` | `read/manage` | | `groups` | `read` | ## Authentication Every request must include one of: ``` Authorization: Bearer ``` or ``` X-API-Key: ``` --- ## How Lead Detection Works 1. You configure group monitoring via the Groups API (see `moltflow` skill) 2. Set `monitor_mode: "keywords"` with keywords like `"looking for"`, `"price"`, `"interested"` 3. When a keyword match is detected, MoltFlow auto-creates a lead 4. Leads appear in the Leads API with status `new` and the triggering keyword highlighted 5. You track them through the pipeline: `new` -> `contacted` -> `qualified` -> `converted` ## AI Group Intelligence (Pro+ Plans) When AI monitoring is enabled on a group (`monitor_mode: "ai_analysis"`), each message is classified by an LLM using your own API key (OpenAI, Anthropic, Groq, or Mistral). Results are available on each message and on the `lead.detected` webhook. **AI analysis fields** — available via `GET /api/v2/groups/{group_id}/messages` and the MCP tool `moltflow_get_group_messages`: | Field | Type | Description | |-------|------|-------------| | `intent` | string | `buying_intent`, `product_inquiry`, `support_request`, `complaint`, `off_topic`, `spam_noise`, `unknown` | | `lead_score` | integer | 1-10 (10 = highest buying signal) | | `confidence` | float | 0.0-1.0 classifier confidence | | `reason` | string | Human-readable explanation for the classification | **Webhook events for AI leads:** - `lead.detected` — fires immediately when a lead is created; includes `ai_analysis` field (may be null if AI hasn't completed yet) - `group.message.analyzed` — fires after AI analysis completes (Pro/Business only); includes full `ai_analysis` object **Setup:** 1. Go to Settings > AI Configuration and add your LLM API key 2. Set `monitor_mode: "ai_analysis"` on the group (via PATCH `/api/v2/groups/{id}` or dashboard) 3. Optionally set `monitor_prompt` for custom classification instructions --- ## Leads API | Method | Endpoint | Description | |--------|----------|-------------| | GET | `/leads` | List leads (filter by status, group, search) | | GET | `/leads/{id}` | Get lead details | | PATCH | `/leads/{id}/status` | Update lead status (state machine validated) | | GET | `/leads/{id}/reciprocity` | Check if lead messaged you first (anti-spam) | | POST | `/leads/bulk/status` | Bulk update lead status | | POST | `/leads/bulk/add-to-group` | Bulk add leads to custom group | | GET | `/leads/export/csv` | Export as CSV (Pro+ plan, max 10,000) | | GET | `/leads/export/json` | Export as JSON (Pro+ plan, max 10,000) | ### List Leads **GET** `/leads` Query parameters: | Parameter | Type | Description | |-----------|------|-------------| | `status` | string | Filter by status (`new`, `contacted`, `qualified`, `converted`, `lost`) | | `source_group_id` | UUID | Filter by source monitored group | | `search` | string | Search in contact name, phone, or keyword | | `limit` | int | Page size (default 50) | | `offset` | int | Pagination offset | **Response** `200 OK`: ```json { "leads": [ { "id": "lead-uuid-...", "contact_phone": "+15550123456", "contact_name": "John D.", "lead_status": "new", "lead_score": 0, "lead_detected_at": "2026-02-12T14:30:00Z", "source_group": { "id": "group-uuid-...", "name": "Real Estate IL" }, "trigger": { "matched_keyword": "interested in buying", "message_preview": "Hi, I'm interested in buying a 3-bedroom...", "monitor_mode": "keywords", "detected_at": "2026-02-12T14:30:00Z" } } ], "total": 47, "limit": 50, "offset": 0 } ``` ### Get Lead Details **GET** `/leads/{id}` Returns full lead info including group context, detection metadata, message count, and status. ### Update Lead Status **PATCH** `/leads/{id}/status` ```json { "status": "contacted" } ``` **State machine validation** -- only valid transitions are allowed: - `new` -> `contacted`, `qualified`, `converted`, `lost` - `contacted` -> `qualified`, `converted`, `lost` - `qualified` -> `converted`, `lost` - `converted` -> (terminal -- no further transitions) - `lost` -> `new` (reopen only) Invalid transitions return `400 Bad Request`. ### Reciprocity Check **GET** `/leads/{id}/reciprocity?session_id=session-uuid` The `session_id` query parameter is **required** -- it specifies which WhatsApp session to check inbound messages from. ```json { "lead_id": "lead-uuid-...", "has_messaged_first": true, "last_inbound_at": "2026-02-12T15:00:00Z" } ``` Use this before reaching out -- if the lead hasn't messaged you directly, sending a cold message may trigger WhatsApp spam detection. ### Bulk Status Update **POST** `/leads/bulk/status` ```json { "lead_ids": ["uuid1", "uuid2", "uuid3"], "status": "contacted" } ``` **Response** `200 OK`: ```json { "updated": 3, "failed": 0, "errors": [] } ``` Each lead is individually validated against the state machine. Leads with invalid transitions are reported in `errors` but don't block the rest. ### Bulk Add to Custom Group **POST** `/leads/bulk/add-to-group` ```json { "lead_ids": ["uuid1", "uuid2"], "custom_group_id": "custom-group-uuid-..." } ``` Adds leads' phone numbers to the specified custom group for use with Bulk Send or Scheduled Messages. ### Export Leads **GET** `/leads/export/csv` -- Returns CSV file download **GET** `/leads/export/json` -- Returns JSON array Both support optional filters: `status`, `source_group_id`, `search`. Max 10,000 rows per export. **Requires Pro plan or above.** --- ## Examples ### Full workflow: Detect -> Qualify -> Outreach ```bash # 1. List new leads from a specific group curl "https://apiv2.waiflow.app/api/v2/leads?status=new&source_group_id=group-uuid" \ -H "X-API-Key: $MOLTFLOW_API_KEY" # 2. Check reciprocity before reaching out curl "https://apiv2.waiflow.app/api/v2/leads/{lead_id}/reciprocity?session_id=session-uuid" \ -H "X-API-Key: $MOLTFLOW_API_KEY" # 3. Update status to contacted curl -X PATCH https://apiv2.waiflow.app/api/v2/leads/{lead_id}/status \ -H "X-API-Key: $MOLTFLOW_API_KEY" \ -H "Content-Type: application/json" \ -d '{"status": "contacted"}' # 4. Bulk add qualified leads to a custom group for follow-up curl -X POST https://apiv2.waiflow.app/api/v2/leads/bulk/add-to-group \ -H "X-API-Key: $MOLTFLOW_API_KEY" \ -H "Content-Type: application/json" \ -d '{ "lead_ids": ["uuid1", "uuid2", "uuid3"], "custom_group_id": "follow-up-group-uuid" }' # 5. Export all converted leads as CSV curl "https://apiv2.waiflow.app/api/v2/leads/export/csv?status=converted" \ -H "X-API-Key: $MOLTFLOW_API_KEY" \ -o converted-leads.csv ``` --- ## Plan Requirements | Feature | Free | Starter | Pro | Business | |---------|------|---------|-----|----------| | Lead detection | Yes (2 groups) | Yes (5 groups) | Yes (20 groups) | Yes (100 groups) | | Lead list & detail | Yes | Yes | Yes | Yes | | Status update | Yes | Yes | Yes | Yes | | Bulk operations | -- | -- | Yes | Yes | | CSV/JSON export | -- | -- | Yes | Yes | --- ## Error Responses | Status | Meaning | |--------|---------| | 400 | Invalid status transition or bad request | | 401 | Unauthorized (missing or invalid auth) | | 403 | Forbidden (plan limit or feature gate) | | 404 | Lead not found | | 429 | Rate limited | --- ## Related Skills - **moltflow** -- Core API: sessions, messaging, groups, labels, webhooks - **moltflow-outreach** -- Bulk Send, Scheduled Messages, Custom Groups - **moltflow-ai** -- AI-powered auto-replies, voice transcription, RAG, style profiles - **moltflow-a2a** -- Agent-to-Agent protocol, encrypted messaging, content policy - **moltflow-reviews** -- Review collection and testimonial management - **moltflow-admin** -- Platform administration, user management, plan configuration --- Source attribution: LeoYeAI Original project: https://github.com/LeoYeAI/openclaw-master-skills/blob/e5199b56ae1ff72e141586c17695563486c46702/skills/whatsapp-automation-suite/moltflow-leads/SKILL.md License: MIT License information: https://opensource.org/license/mit Original upstream instructions; downloaded from Mega AI Hub. ## Upstream license notice MIT License Copyright (c) 2026 MyClaw.ai (LeoYeAI) Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. # Mega AI Hub resource metadata Creator / publisher: LeoYeAI Original project: https://github.com/LeoYeAI/openclaw-master-skills/blob/e5199b56ae1ff72e141586c17695563486c46702/skills/whatsapp-automation-suite/moltflow-leads/SKILL.md Attribution basis: Source repository record Fields of work: Sales Roles: Account Executive, Business Development, Customer Success Manager, Sales Operations, Sales Development Rep (SDR) Specialties: API Tools: Stripe, WhatsApp Country applicability: Country not specified Classification basis: Source catalog labels Instruction SHA-256: 9a71c7bcaab30f01d957b04b658e015c94bbaec3d1e77436c045da2a035d9994