{"id":"3d548297-415e-4387-ac71-c342e4256620","entityType":"agent","slug":"clawhub-skills-alex-tradequo-whatsapp-automation-a2a-moltflow-l","name":"moltflow-leads","canonicalUrl":"https://www.xpersona.co/agent/clawhub-skills-alex-tradequo-whatsapp-automation-a2a-moltflow-l","canonicalPath":"/agent/clawhub-skills-alex-tradequo-whatsapp-automation-a2a-moltflow-l","generatedAt":"2026-10-10T06:28:35.550Z","source":"CLAWHUB","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-04-15T00:45:39.800Z","emptyReason":null},"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. --- name: moltflow-leads description: \"WhatsApp lead detection and CRM pipeline. 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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.\"\nsource: \"MoltFlow Team\"\nversion: \"2.15.1\"\nrisk: safe\nrequiredEnv:\n  - MOLTFLOW_API_KEY\nprimaryEnv: MOLTFLOW_API_KEY\ndisable-model-invocation: true\n---\n\n> **MoltFlow** -- WhatsApp Business automation for teams. Connect, monitor, and automate WhatsApp at scale.\n> ***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)\n> Free tier available. [Sign up](https://molt.waiflow.app/checkout?plan=free)\n\n# MoltFlow Leads -- Detection & CRM Pipeline\n\nDetect purchase-intent signals from monitored WhatsApp groups, track leads through a sales pipeline, perform bulk operations, and export for your CRM.\n\n## Real-World Scenarios\n\n**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.\"\n\n**Car dealership** — \"When a lead moves from 'contacted' to 'qualified', automatically add them to my VIP follow-up group for a test drive invite.\"\n\n**Insurance broker** — \"Export all converted leads from this quarter as a CSV so I can import them into my CRM for commission tracking.\"\n\n**Wedding planner** — \"Show me all new leads from my vendor groups that I haven't contacted yet, sorted by detection date.\"\n\n## When to Use\n\n- \"List leads\" or \"show detected leads\"\n- \"Update lead status\" or \"mark lead as contacted\"\n- \"Bulk update leads\" or \"change status for multiple leads\"\n- \"Add leads to group\" or \"bulk add to custom group\"\n- \"Export leads as CSV\" or \"download leads JSON\"\n- \"Check lead reciprocity\" or \"has this lead messaged me?\"\n- \"Filter leads by status\" or \"search leads\"\n\n## Prerequisites\n\n1. **MOLTFLOW_API_KEY** -- Generate from the [MoltFlow Dashboard](https://molt.waiflow.app) under Settings > API Keys\n2. At least one monitored WhatsApp group with keyword detection enabled\n3. Base URL: `https://apiv2.waiflow.app/api/v2`\n\n## Required API Key Scopes\n\n| Scope | Access |\n|-------|--------|\n| `leads` | `read/manage` |\n| `groups` | `read` |\n\n## Authentication\n\nEvery request must include one of:\n\n```\nAuthorization: Bearer <jwt_token>\n```\n\nor\n\n```\nX-API-Key: <your_api_key>\n```\n\n---\n\n## How Lead Detection Works\n\n1. You configure group monitoring via the Groups API (see `moltflow` skill)\n2. Set `monitor_mode: \"keywords\"` with keywords like `\"looking for\"`, `\"price\"`, `\"interested\"`\n3. When a keyword match is detected, MoltFlow auto-creates a lead\n4. Leads appear in the Leads API with status `new` and the triggering keyword highlighted\n5. You track them through the pipeline: `new` -> `contacted` -> `qualified` -> `converted`\n\n## AI Group Intelligence (Pro+ Plans)\n\nWhen 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.\n\n**AI analysis fields** — available via `GET /api/v2/groups/{group_id}/messages` and the MCP tool `moltflow_get_group_messages`:\n\n| Field | Type | Description |\n|-------|------|-------------|\n| `intent` | string | `buying_intent`, `product_inquiry`, `support_request`, `complaint`, `off_topic`, `spam_noise`, `unknown` |\n| `lead_score` | integer | 1-10 (10 = highest buying signal) |\n| `confidence` | float | 0.0-1.0 classifier confidence |\n| `reason` | string | Human-readable explanation for the classification |\n\n**Webhook events for AI leads:**\n- `lead.detected` — fires immediately when a lead is created; includes `ai_analysis` field (may be null if AI hasn't completed yet)\n- `group.message.analyzed` — fires after AI analysis completes (Pro/Business only); includes full `ai_analysis` object\n\n**Setup:**\n1. Go to Settings > AI Configuration and add your LLM API key\n2. Set `monitor_mode: \"ai_analysis\"` on the group (via PATCH `/api/v2/groups/{id}` or dashboard)\n3. Optionally set `monitor_prompt` for custom classification instructions\n\n---\n\n## Leads API\n\n| Method | Endpoint | Description |\n|--------|----------|-------------|\n| GET | `/leads` | List leads (filter by status, group, search) |\n| GET | `/leads/{id}` | Get lead details |\n| PATCH | `/leads/{id}/status` | Update lead status (state machine validated) |\n| GET | `/leads/{id}/reciprocity` | Check if lead messaged you first (anti-spam) |\n| POST | `/leads/bulk/status` | Bulk update lead status |\n| POST | `/leads/bulk/add-to-group` | Bulk add leads to custom group |\n| GET | `/leads/export/csv` | Export as CSV (Pro+ plan, max 10,000) |\n| GET | `/leads/export/json` | Export as JSON (Pro+ plan, max 10,000) |\n\n### List Leads\n\n**GET** `/leads`\n\nQuery parameters:\n\n| Parameter | Type | Description |\n|-----------|------|-------------|\n| `status` | string | Filter by status (`new`, `contacted`, `qualified`, `converted`, `lost`) |\n| `source_group_id` | UUID | Filter by source monitored group |\n| `search` | string | Search in contact name, phone, or keyword |\n| `limit` | int | Page size (default 50) |\n| `offset` | int | Pagination offset |\n\n**Response** `200 OK`:\n\n```json\n{\n  \"leads\": [\n    {\n      \"id\": \"lead-uuid-...\",\n      \"contact_phone\": \"+15550123456\",\n      \"contact_name\": \"John D.\",\n      \"lead_status\": \"new\",\n      \"lead_score\": 0,\n      \"lead_detected_at\": \"2026-02-12T14:30:00Z\",\n      \"source_group\": {\n        \"id\": \"group-uuid-...\",\n        \"name\": \"Real Estate IL\"\n      },\n      \"trigger\": {\n        \"matched_keyword\": \"interested in buying\",\n        \"message_preview\": \"Hi, I'm interested in buying a 3-bedroom...\",\n        \"monitor_mode\": \"keywords\",\n        \"detected_at\": \"2026-02-12T14:30:00Z\"\n      }\n    }\n  ],\n  \"total\": 47,\n  \"limit\": 50,\n  \"offset\": 0\n}\n```\n\n### Get Lead Details\n\n**GET** `/leads/{id}`\n\nReturns full lead info including group context, detection metadata, message count, and status.\n\n### Update Lead Status\n\n**PATCH** `/leads/{id}/status`\n\n```json\n{\n  \"status\": \"contacted\"\n}\n```\n\n**State machine validation** -- only valid transitions are allowed:\n\n- `new` -> `contacted`, `qualified`, `converted`, `lost`\n- `contacted` -> `qualified`, `converted`, `lost`\n- `qualified` -> `converted`, `lost`\n- `converted` -> (terminal -- no further transitions)\n- `lost` -> `new` (reopen only)\n\nInvalid transitions return `400 Bad Request`.\n\n### Reciprocity Check\n\n**GET** `/leads/{id}/reciprocity?session_id=session-uuid`\n\nThe `session_id` query parameter is **required** -- it specifies which WhatsApp session to check inbound messages from.\n\n```json\n{\n  \"lead_id\": \"lead-uuid-...\",\n  \"has_messaged_first\": true,\n  \"last_inbound_at\": \"2026-02-12T15:00:00Z\"\n}\n```\n\nUse this before reaching out -- if the lead hasn't messaged you directly, sending a cold message may trigger WhatsApp spam detection.\n\n### Bulk Status Update\n\n**POST** `/leads/bulk/status`\n\n```json\n{\n  \"lead_ids\": [\"uuid1\", \"uuid2\", \"uuid3\"],\n  \"status\": \"contacted\"\n}\n```\n\n**Response** `200 OK`:\n\n```json\n{\n  \"updated\": 3,\n  \"failed\": 0,\n  \"errors\": []\n}\n```\n\nEach lead is individually validated against the state machine. Leads with invalid transitions are reported in `errors` but don't block the rest.\n\n### Bulk Add to Custom Group\n\n**POST** `/leads/bulk/add-to-group`\n\n```json\n{\n  \"lead_ids\": [\"uuid1\", \"uuid2\"],\n  \"custom_group_id\": \"custom-group-uuid-...\"\n}\n```\n\nAdds leads' phone numbers to the specified custom group for use with Bulk Send or Scheduled Messages.\n\n### Export Leads\n\n**GET** `/leads/export/csv` -- Returns CSV file download\n**GET** `/leads/export/json` -- Returns JSON array\n\nBoth support optional filters: `status`, `source_group_id`, `search`. Max 10,000 rows per export.\n\n**Requires Pro plan or above.**\n\n---\n\n## Examples\n\n### Full workflow: Detect -> Qualify -> Outreach\n\n```bash\n# 1. List new leads from a specific group\ncurl \"https://apiv2.waiflow.app/api/v2/leads?status=new&source_group_id=group-uuid\" \\\n  -H \"X-API-Key: $MOLTFLOW_API_KEY\"\n\n# 2. Check reciprocity before reaching out\ncurl \"https://apiv2.waiflow.app/api/v2/leads/{lead_id}/reciprocity?session_id=session-uuid\" \\\n  -H \"X-API-Key: $MOLTFLOW_API_KEY\"\n\n# 3. Update status to contacted\ncurl -X PATCH https://apiv2.waiflow.app/api/v2/leads/{lead_id}/status \\\n  -H \"X-API-Key: $MOLTFLOW_API_KEY\" \\\n  -H \"Content-Type: application/json\" \\\n  -d '{\"status\": \"contacted\"}'\n\n# 4. Bulk add qualified leads to a custom group for follow-up\ncurl -X POST https://apiv2.waiflow.app/api/v2/leads/bulk/add-to-group \\\n  -H \"X-API-Key: $MOLTFLOW_API_KEY\" \\\n  -H \"Content-Type: application/json\" \\\n  -d '{\n    \"lead_ids\": [\"uuid1\", \"uuid2\", \"uuid3\"],\n    \"custom_group_id\": \"follow-up-group-uuid\"\n  }'\n\n# 5. Export all converted leads as CSV\ncurl \"https://apiv2.waiflow.app/api/v2/leads/export/csv?status=converted\" \\\n  -H \"X-API-Key: $MOLTFLOW_API_KEY\" \\\n  -o converted-leads.csv\n```\n\n---\n\n## Plan Requirements\n\n| Feature | Free | Starter | Pro | Business |\n|---------|------|---------|-----|----------|\n| Lead detection | Yes (2 groups) | Yes (5 groups) | Yes (20 groups) | Yes (100 groups) |\n| Lead list & detail | Yes | Yes | Yes | Yes |\n| Status update | Yes | Yes | Yes | Yes |\n| Bulk operations | -- | -- | Yes | Yes |\n| CSV/JSON export | -- | -- | Yes | Yes |\n\n---\n\n## Error Responses\n\n| Status | Meaning |\n|--------|---------|\n| 400 | Invalid status transition or bad request |\n| 401 | Unauthorized (missing or invalid auth) |\n| 403 | Forbidden (plan limit or feature gate) |\n| 404 | Lead not found |\n| 429 | Rate limited |\n\n---\n\n## Related Skills\n\n- **moltflow** -- Core API: sessions, messaging, groups, labels, webhooks\n- **moltflow-outreach** -- Bulk Send, Scheduled Messages, Custom Groups\n- **moltflow-ai** -- AI-powered auto-replies, voice transcription, RAG, style profiles\n- **moltflow-a2a** -- Agent-to-Agent protocol, encrypted messaging, content policy\n- **moltflow-reviews** -- Review collection and testimonial management\n- **moltflow-admin** -- Platform administration, user management, plan configuration\n","readmeExcerpt":"--- 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: \"2.15.1\" risk: safe requiredEnv: - MOLTFLOW_API_KEY primaryEnv: MOLTFLOW_API_KEY disable-model-invocation: true --- **Molt","codeSnippets":[],"executableExamples":[{"language":"text","snippet":"Authorization: Bearer <jwt_token>"},{"language":"text","snippet":"X-API-Key: <your_api_key>"},{"language":"json","snippet":"{\n  \"leads\": [\n    {\n      \"id\": \"lead-uuid-...\",\n      \"contact_phone\": \"+15550123456\",\n      \"contact_name\": \"John D.\",\n      \"lead_status\": \"new\",\n      \"lead_score\": 0,\n      \"lead_detected_at\": \"2026-02-12T14:30:00Z\",\n      \"source_group\": {\n        \"id\": \"group-uuid-...\",\n        \"name\": \"Real Estate IL\"\n      },\n      \"trigger\": {\n        \"matched_keyword\": \"interested in buying\",\n        \"message_preview\": \"Hi, I'm interested in buying a 3-bedroom...\",\n        \"monitor_mode\": \"keywords\",\n        \"detected_at\": \"2026-02-12T14:30:00Z\"\n      }\n    }\n  ],\n  \"total\": 47,\n  \"limit\": 50,\n  \"offset\": 0\n}"},{"language":"json","snippet":"{\n  \"status\": \"contacted\"\n}"},{"language":"json","snippet":"{\n  \"lead_id\": \"lead-uuid-...\",\n  \"has_messaged_first\": true,\n  \"last_inbound_at\": \"2026-02-12T15:00:00Z\"\n}"},{"language":"json","snippet":"{\n  \"lead_ids\": [\"uuid1\", \"uuid2\", \"uuid3\"],\n  \"status\": \"contacted\"\n}"}],"parameters":{},"dependencies":[],"permissions":[],"extractedFiles":[],"languages":["typescript"],"docsSourceLabel":"CLAWHUB","editorialOverview":"WhatsApp lead detection and CRM pipeline. 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