Test
Shared 11/17/2025
3 views
Visual Workflow
JSON Code
{
"name": "ai-chatbot-lead-qualification-system",
"tags": [],
"nodes": [
{
"id": "ai-agent-main",
"name": "AI Agent",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
-848,
192
],
"parameters": {
"text": "={{ $('Webhook').last().json.body.message }}\n\n## Attached file content\n{{ $json.combinedText }}",
"options": {
"systemMessage": "[CUSTOM AI SYSTEM PROMPT - Define your chatbot personality, company info, and response guidelines here]",
"passthroughBinaryImages": false
},
"promptType": "define",
"hasOutputParser": true
},
"typeVersion": 1.8
},
{
"id": "postgres-memory",
"name": "Postgres Chat Memory",
"type": "@n8n/n8n-nodes-langchain.memoryPostgresChat",
"position": [
-800,
368
],
"parameters": {
"tableName": "chat_histories",
"sessionKey": "={{ $('Webhook').last().json.headers['x-conversation-id'] }}",
"sessionIdType": "customKey",
"contextWindowLength": 10
},
"credentials": {
"postgres": {
"id": "YOUR_POSTGRES_CREDENTIAL_ID",
"name": "postgres_db"
}
},
"typeVersion": 1.3
},
{
"id": "parse-files",
"name": "Parse Files",
"type": "n8n-nodes-base.code",
"onError": "continueRegularOutput",
"position": [
-1696,
208
],
"parameters": {
"jsCode": "return items.map(item => {\n const files = item.json.body?.files || [];\n return files.map(file => {\n const [prefix, rawBase64] = (file.base64 || '').split(',');\n const mimeMatch = prefix?.match(/^data:(.*?);base64$/);\n return {\n json: {\n name: file.name,\n base64: file.base64,\n base64Clean: rawBase64 || '',\n mime_type: mimeMatch ? mimeMatch[1] : 'application/octet-stream'\n }\n };\n });\n}).flat();\n"
},
"typeVersion": 2,
"alwaysOutputData": true
},
{
"id": "loop-files",
"name": "Loop Over Files",
"type": "n8n-nodes-base.splitInBatches",
"position": [
-1280,
224
],
"parameters": {
"options": {}
},
"typeVersion": 3
},
{
"id": "combine-files",
"name": "Combine Files",
"type": "n8n-nodes-base.code",
"position": [
-1088,
80
],
"parameters": {
"jsCode": "let combinedText = '';\n\nfor (const item of items) {\n const parts = item.json?.candidates?.[0]?.content?.parts;\n if (Array.isArray(parts)) {\n for (const part of parts) {\n if (part.text) {\n combinedText += part.text + '\\n\\n';\n }\n }\n }\n}\n\nreturn [\n {\n json: {\n combinedText: combinedText.trim()\n }\n }\n];\n"
},
"typeVersion": 2
},
{
"id": "check-files",
"name": "If Files Exist",
"type": "n8n-nodes-base.if",
"position": [
-1504,
208
],
"parameters": {
"options": {},
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "check-empty",
"operator": {
"type": "object",
"operation": "empty",
"singleValue": true
},
"leftValue": "={{$json}}",
"rightValue": ""
}
]
}
},
"typeVersion": 2.2
},
{
"id": "gemini-model",
"name": "Google Gemini Chat Model",
"type": "@n8n/n8n-nodes-langchain.lmChatGoogleGemini",
"position": [
-944,
368
],
"parameters": {
"options": {}
},
"credentials": {
"googlePalmApi": {
"id": "YOUR_GEMINI_API_CREDENTIAL",
"name": "Gemini API"
}
},
"typeVersion": 1
},
{
"id": "gemini-analyze",
"name": "Gemini Analyze File",
"type": "n8n-nodes-base.httpRequest",
"position": [
-1088,
240
],
"parameters": {
"url": "https://generativelanguage.googleapis.com/v1beta/models/gemini-2.0-flash:generateContent",
"method": "POST",
"options": {},
"jsonBody": "={\n \"model\": \"models/gemini-2.0-flash\",\n \"contents\": [\n {\n \"role\": \"user\",\n \"parts\": [\n {\n \"inline_data\": {\n \"mime_type\": \"{{ $json.mime_type }}\",\n \"data\": \"{{ $json.base64Clean }}\"\n }\n },\n {\n \"text\": \"Analyze this file and extract all relevant information.\"\n }\n ]\n }\n ]\n}",
"sendBody": true,
"sendQuery": true,
"specifyBody": "json",
"queryParameters": {
"parameters": [
{
"name": "key",
"value": "YOUR_GEMINI_API_KEY_HERE"
}
]
}
},
"typeVersion": 4.2
},
{
"id": "google-search",
"name": "Google Search Tool",
"type": "@n8n/n8n-nodes-langchain.toolHttpRequest",
"position": [
-736,
528
],
"parameters": {
"url": "https://google.serper.dev/search",
"method": "POST",
"sendBody": true,
"sendHeaders": true,
"parametersBody": {
"values": [
{
"name": "=q"
}
]
},
"toolDescription": "Search the internet for additional information when needed",
"parametersHeaders": {
"values": [
{
"name": "Content-Type",
"value": "application/json",
"valueProvider": "fieldValue"
},
{
"name": "X-API-KEY",
"value": "YOUR_SERPER_API_KEY_HERE",
"valueProvider": "fieldValue"
}
]
}
},
"typeVersion": 1.1
},
{
"id": "extract-contact",
"name": "Extract Contact Info",
"type": "@n8n/n8n-nodes-langchain.informationExtractor",
"maxTries": 2,
"position": [
-384,
368
],
"parameters": {
"text": "={{ $('Webhook').item.json.body.message }}",
"options": {},
"schemaType": "manual",
"inputSchema": "{\n \"type\": \"object\",\n \"properties\": {\n \"name\": {\n \"type\": \"string\",\n \"description\": \"Person's full name if mentioned\"\n },\n \"email\": {\n \"type\": \"string\",\n \"description\": \"Email address if mentioned\"\n },\n \"company_url\": {\n \"type\": \"string\",\n \"description\": \"Company website if mentioned\"\n },\n \"phone\": {\n \"type\": \"string\",\n \"description\": \"Phone number if mentioned\"\n },\n \"CRM_Ready\": {\n \"type\": \"number\",\n \"description\": \"Set to 1 if contact info found, 0 otherwise\"\n }\n },\n \"required\": []\n}"
},
"retryOnFail": true,
"typeVersion": 1.1
},
{
"id": "gemini-extractor",
"name": "Gemini for Extraction",
"type": "@n8n/n8n-nodes-langchain.lmChatGoogleGemini",
"position": [
-368,
544
],
"parameters": {
"options": {}
},
"typeVersion": 1
},
{
"id": "check-qualified",
"name": "Check If Qualified Lead",
"type": "n8n-nodes-base.if",
"position": [
2288,
128
],
"parameters": {
"options": {},
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "loose"
},
"combinator": "or",
"conditions": [
{
"id": "check-crm",
"operator": {
"type": "number",
"operation": "equals"
},
"leftValue": "={{ $json.output.CRM_Ready }}",
"rightValue": 1
}
]
},
"looseTypeValidation": true
},
"typeVersion": 2.2
},
{
"id": "early-qualification",
"name": "Early Contact Detection",
"type": "n8n-nodes-base.if",
"position": [
960,
160
],
"parameters": {
"options": {},
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "loose"
},
"combinator": "and",
"conditions": [
{
"id": "early-check",
"operator": {
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.output.CRM_Ready }}",
"rightValue": "=1"
}
]
},
"looseTypeValidation": true
},
"typeVersion": 2.2
},
{
"id": "gemini-pro",
"name": "Gemini Pro for Analysis",
"type": "@n8n/n8n-nodes-langchain.lmChatGoogleGemini",
"position": [
1712,
352
],
"parameters": {
"options": {},
"modelName": "models/gemini-2.5-pro"
},
"typeVersion": 1
},
{
"id": "json-cleaner",
"name": "Clean JSON Output",
"type": "n8n-nodes-base.code",
"onError": "continueErrorOutput",
"position": [
2048,
144
],
"parameters": {
"jsCode": "try {\n const rawOutput = $input.first().json.output || \"\";\n const jsonMatch = rawOutput.match(/```(?:json|html|[a-zA-Z]*)\\s*([\\s\\S]*?)\\s*```/);\n let cleanedOutput = jsonMatch ? jsonMatch[1] : rawOutput;\n cleanedOutput = cleanedOutput.replace(\n /<!DOCTYPE[^>]*>|<html[^>]*>|<\\/html>|<head[^>]*>[\\s\\S]*?<\\/head>|<body[^>]*>|<\\/body>/gi,\n ''\n );\n cleanedOutput = cleanedOutput.replace(/^\\uFEFF/, '').trim();\n cleanedOutput = cleanedOutput.replace(/[\\u0000-\\u001F\\u007F]/g, (char) => {\n return (char === '\\n' || char === '\\r' || char === '\\t') ? char : ' ';\n });\n cleanedOutput = cleanedOutput.replace(/>\\s+</g, '><').replace(/\\s+/g, ' ').trim();\n let parsedData;\n try {\n parsedData = JSON.parse(cleanedOutput);\n } catch (parseError) {\n const furtherSanitizedOutput = cleanedOutput.replace(/>([^<]+)</g, (match, p1) => {\n return '>' + p1.replace(/\"/g, '\\\\\"') + '<';\n });\n parsedData = JSON.parse(furtherSanitizedOutput);\n }\n function convertHtmlToSingleLine(data) {\n if (typeof data === 'string') {\n return data.replace(/[\\n\\r]+/g, ' ').replace(/\\s+/g, ' ').trim();\n } else if (Array.isArray(data)) {\n return data.map(item => convertHtmlToSingleLine(item));\n } else if (typeof data === 'object' && data !== null) {\n const newObj = {};\n for (const key in data) {\n if (data.hasOwnProperty(key)) {\n newObj[key] = convertHtmlToSingleLine(data[key]);\n }\n }\n return newObj;\n }\n return data;\n }\n parsedData = convertHtmlToSingleLine(parsedData);\n return [{ output: parsedData }];\n} catch (error) {\n throw new Error(\"Failed to parse JSON: \" + error.message);\n}\n"
},
"executeOnce": false,
"retryOnFail": false,
"typeVersion": 2
},
{
"id": "merge-branches",
"name": "Merge Data Paths",
"type": "n8n-nodes-base.merge",
"position": [
784,
160
],
"parameters": {
"mode": "chooseBranch",
"useDataOfInput": 2
},
"typeVersion": 3.1
},
{
"id": "get-history",
"name": "Get Chat History",
"type": "n8n-nodes-base.supabase",
"position": [
1168,
144
],
"parameters": {
"filters": {
"conditions": [
{
"keyName": "session_id",
"keyValue": "={{ $('Webhook').item.json.headers[\"x-conversation-id\"] }}",
"condition": "eq"
}
]
},
"tableId": "chat_histories",
"matchType": "allFilters",
"operation": "getAll"
},
"typeVersion": 1
},
{
"id": "check-visitor",
"name": "Check Visitor",
"type": "n8n-nodes-base.supabase",
"position": [
112,
48
],
"parameters": {
"filters": {
"conditions": [
{
"keyName": "x_forwarded_for",
"keyValue": "={{ $('Webhook').item.json.headers['x-forwarded-for'] }}"
}
]
},
"tableId": "user_tracking",
"operation": "get"
},
"typeVersion": 1
},
{
"id": "is-new",
"name": "Is New Visitor",
"type": "n8n-nodes-base.if",
"position": [
272,
48
],
"parameters": {
"options": {},
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "new-visitor",
"operator": {
"type": "object",
"operation": "empty",
"singleValue": true
},
"leftValue": "={{ $json }}",
"rightValue": ""
}
]
}
},
"typeVersion": 2.2
},
{
"id": "format-messages",
"name": "Format Chat Messages",
"type": "n8n-nodes-base.set",
"position": [
1344,
144
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "msg-content",
"name": "content",
"type": "string",
"value": "={{ $json.message.content }}"
},
{
"id": "msg-type",
"name": "type",
"type": "string",
"value": "={{ $json.message.type }}"
},
{
"id": "msg-time",
"name": "timestamp",
"type": "string",
"value": "={{ $json.timestamp }}"
}
]
}
},
"typeVersion": 3.4
},
{
"id": "aggregate-conv",
"name": "Aggregate Conversation",
"type": "n8n-nodes-base.aggregate",
"position": [
1520,
144
],
"parameters": {
"options": {},
"aggregate": "aggregateAllItemData",
"destinationFieldName": "chat_history"
},
"typeVersion": 1
},
{
"id": "analyze-lead",
"name": "Analyze Lead Quality",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
1712,
144
],
"parameters": {
"text": "=## TASK\nYou are a CRM data extraction assistant. Analyze the conversation and extract structured lead information.\n\n## CONVERSATION DATA\n{{ JSON.stringify($json.chat_history) }}\n\n## OUTPUT REQUIREMENTS\nReturn ONLY valid JSON with this exact structure:\n{\n \"CRM_Ready\": \"1 if all key fields present, 0 otherwise\",\n \"Title\": \"Brief summary (max 16 chars)\",\n \"E-Mail\": \"customer email\",\n \"Phone\": \"phone number\",\n \"Name\": \"full name\",\n \"CompanyURL\": \"company website\",\n \"Response\": \"• Bullet point summary of conversation\",\n \"Language\": \"ISO language code (EN, DE, FR, etc.)\",\n \"Unternehmensname\": \"company name\",\n \"gender_salutation\": \"appropriate salutation\"\n}",
"options": {},
"promptType": "define"
},
"typeVersion": 1.7
},
{
"id": "notify-team",
"name": "Notify Team on Slack",
"type": "n8n-nodes-base.slack",
"position": [
2528,
320
],
"parameters": {
"text": "⚠️ New chatbot lead requires manual review",
"select": "channel",
"channelId": {
"__rl": true,
"mode": "list",
"value": "YOUR_SLACK_CHANNEL_ID",
"cachedResultName": "sales-channel"
},
"otherOptions": {}
},
"typeVersion": 2.3
},
{
"id": "note-1",
"name": "Section 1: Input",
"type": "n8n-nodes-base.stickyNote",
"position": [
-1968,
-240
],
"parameters": {
"color": 3,
"width": 1440,
"height": 980,
"content": "# INPUT PROCESSING & AI PREPARATION\n\nIncoming messages and file uploads are processed and analyzed by AI."
},
"typeVersion": 1
},
{
"id": "note-2",
"name": "Section 2: Response",
"type": "n8n-nodes-base.stickyNote",
"position": [
-528,
-240
],
"parameters": {
"color": 2,
"width": 1220,
"height": 980,
"content": "# RESPONSE & ANALYTICS\n\nAI generates response and visitor analytics are tracked."
},
"typeVersion": 1
},
{
"id": "note-3",
"name": "Section 3: Lead Detection",
"type": "n8n-nodes-base.stickyNote",
"position": [
704,
-240
],
"parameters": {
"color": 7,
"width": 1300,
"height": 980,
"content": "# LEAD DETECTION & QUALIFICATION\n\nContact information is extracted and leads are qualified."
},
"typeVersion": 1
},
{
"id": "note-4",
"name": "Section 4: CRM",
"type": "n8n-nodes-base.stickyNote",
"position": [
2000,
-240
],
"parameters": {
"color": 5,
"width": 1500,
"height": 980,
"content": "# CRM INTEGRATION\n\nQualified leads are automatically added to your CRM with full context."
},
"typeVersion": 1
},
{
"id": "extract-structured",
"name": "Extract Structured Response",
"type": "@n8n/n8n-nodes-langchain.informationExtractor",
"position": [
-384,
48
],
"parameters": {
"text": "={{$input.first().json.output || \"\"}}",
"options": {},
"schemaType": "fromJson",
"jsonSchemaExample": "{\n \"chatResponse\": \"<p>AI response here</p>\",\n \"pills\": [\"Key Point 1\", \"Key Point 2\"],\n \"sources\": [{\"title\":\"Source\",\"url\":\"https://example.com\"}],\n \"ctaType\": \"contact\"\n}"
},
"typeVersion": 1.1
},
{
"id": "gemini-struct",
"name": "Gemini for Structuring",
"type": "@n8n/n8n-nodes-langchain.lmChatGoogleGemini",
"position": [
-384,
208
],
"parameters": {
"options": {}
},
"typeVersion": 1
},
{
"id": "final-validation",
"name": "Validate Lead Data",
"type": "n8n-nodes-base.if",
"position": [
-16,
368
],
"parameters": {
"options": {},
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "loose"
},
"combinator": "and",
"conditions": [
{
"id": "final-check",
"operator": {
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.output.CRM_Ready }}",
"rightValue": "1"
}
]
},
"looseTypeValidation": true
},
"typeVersion": 2.2
},
{
"id": "update-visitor",
"name": "Update Visitor Count",
"type": "n8n-nodes-base.supabase",
"position": [
448,
144
],
"parameters": {
"filters": {
"conditions": [
{
"keyName": "x_forwarded_for",
"keyValue": "={{ String($('Webhook').item.json.headers['x-forwarded-for'] || '').split(',')[0].trim() }}",
"condition": "eq"
}
]
},
"tableId": "user_tracking",
"fieldsUi": {
"fieldValues": [
{
"fieldId": "last_updated",
"fieldValue": "={{ $now }}"
},
{
"fieldId": "visits",
"fieldValue": "={{ $json.visits + 1 }}"
}
]
},
"matchType": "allFilters",
"operation": "update"
},
"typeVersion": 1
},
{
"id": "create-visitor",
"name": "Create New Visitor",
"type": "n8n-nodes-base.supabase",
"position": [
464,
-144
],
"parameters": {
"tableId": "user_tracking",
"fieldsUi": {
"fieldValues": [
{
"fieldId": "x_forwarded_for",
"fieldValue": "={{ String($('Webhook').item.json.headers['x-forwarded-for'] || '').split(',')[0].trim() || null }}"
},
{
"fieldId": "visits",
"fieldValue": "1"
}
]
}
},
"typeVersion": 1
},
{
"id": "crm-person-simple",
"name": "Create Contact (Simple Path)",
"type": "n8n-nodes-base.pipedrive",
"position": [
2656,
-448
],
"parameters": {
"name": "={{ $json.output.Name }}",
"resource": "person",
"additionalFields": {
"email": [
"={{ $json.output['E-Mail'] }}"
],
"phone": [
"={{ $json.output.Phone }}"
]
}
},
"typeVersion": 1
},
{
"id": "crm-deal-simple",
"name": "Create Deal (Simple Path)",
"type": "n8n-nodes-base.pipedrive",
"position": [
2928,
-448
],
"parameters": {
"title": "New Chatbot Lead",
"person_id": "={{ $json.id }}",
"associateWith": "person"
},
"typeVersion": 1
},
{
"id": "set-stage",
"name": "Set Deal Stage",
"type": "n8n-nodes-base.pipedrive",
"position": [
3184,
-432
],
"parameters": {
"dealId": "={{ $json.id }}",
"operation": "update",
"updateFields": {
"stage_id": "YOUR_PIPELINE_STAGE_ID"
}
},
"typeVersion": 1
},
{
"id": "trigger-followup",
"name": "Trigger Follow-up Workflow",
"type": "n8n-nodes-base.executeWorkflow",
"position": [
4448,
-48
],
"parameters": {
"workflowId": {
"__rl": true,
"mode": "list",
"value": "YOUR_FOLLOWUP_WORKFLOW_ID"
},
"workflowInputs": {
"value": {
"name": "={{ $('Clean JSON Output').item.json.output.Name }}",
"email": "={{ $('Clean JSON Output').item.json.output['E-Mail'] }}",
"phone": "={{ $('Clean JSON Output').item.json.output.Phone }}",
"company_url": "={{ $('Clean JSON Output').item.json.output.CompanyURL }}",
"information": "={{ JSON.stringify($('Aggregate Conversation').item.json.chat_history) }}"
},
"mappingMode": "defineBelow"
}
},
"typeVersion": 1.2
},
{
"id": "incoming-webhook",
"name": "Webhook",
"type": "n8n-nodes-base.webhook",
"position": [
-1936,
208
],
"parameters": {
"path": "chatbot-webhook",
"options": {},
"httpMethod": "POST",
"responseMode": "responseNode"
},
"typeVersion": 2.1
},
{
"id": "send-response",
"name": "Respond to Webhook",
"type": "n8n-nodes-base.respondToWebhook",
"position": [
-80,
48
],
"parameters": {
"options": {},
"respondWith": "json",
"responseBody": "={{ JSON.stringify($json.output) }}"
},
"typeVersion": 1.4
},
{
"id": "crm-org",
"name": "Create Organization",
"type": "n8n-nodes-base.pipedrive",
"position": [
2608,
-48
],
"parameters": {
"name": "={{ $json.output.Unternehmensname }}",
"resource": "organization"
},
"typeVersion": 1
},
{
"id": "crm-person",
"name": "Create Contact",
"type": "n8n-nodes-base.pipedrive",
"position": [
3696,
-48
],
"parameters": {
"name": "={{ $('Clean JSON Output').item.json.output.Name }}",
"resource": "person",
"additionalFields": {
"email": [
"={{ $('Clean JSON Output').item.json.output['E-Mail'] }}"
],
"phone": [
"={{ $('Clean JSON Output').item.json.output.Phone }}"
],
"org_id": "={{ $json.id }}"
}
},
"typeVersion": 1
},
{
"id": "crm-deal",
"name": "Create Deal",
"type": "n8n-nodes-base.pipedrive",
"position": [
3952,
-48
],
"parameters": {
"title": "={{ $json.org_id.name }} / Chatbot Lead",
"org_id": "={{ $('Create Organization').item.json.id }}",
"additionalFields": {
"person_id": "={{ $json.id }}"
}
},
"typeVersion": 1
},
{
"id": "crm-note",
"name": "Add Lead Note",
"type": "n8n-nodes-base.pipedrive",
"position": [
4208,
-48
],
"parameters": {
"content": "=# Chatbot Lead Summary\n\nCompany: {{ $('Clean JSON Output').item.json.output.Unternehmensname }}\nWebsite: {{ $('Clean JSON Output').item.json.output.CompanyURL }}\n\nContact: {{ $('Clean JSON Output').item.json.output.Name }}\nPhone: {{ $('Clean JSON Output').item.json.output.Phone }}\nEmail: {{ $('Clean JSON Output').item.json.output['E-Mail'] }}\n\nConversation Summary:\n{{ $('Clean JSON Output').item.json.output.Response }}",
"resource": "note",
"additionalFields": {
"deal_id": "={{ $json.id }}"
}
},
"typeVersion": 1
},
{
"id": "update-org-url",
"name": "Update Organization URL",
"type": "n8n-nodes-base.pipedrive",
"position": [
3072,
-48
],
"parameters": {
"resource": "organization",
"operation": "update",
"updateFields": {
"customProperties": {
"property": [
{
"name": "website",
"value": "={{ $('Clean JSON Output').item.json.output.CompanyURL }}"
}
]
}
},
"organizationId": "={{ $json.id }}"
},
"typeVersion": 1
}
],
"active": false,
"settings": {
"executionOrder": "v1"
},
"connections": {
"Webhook": {
"main": [
[
{
"node": "Parse Files",
"type": "main",
"index": 0
}
]
]
},
"AI Agent": {
"main": [
[
{
"node": "Extract Contact Info",
"type": "main",
"index": 0
},
{
"node": "Extract Structured Response",
"type": "main",
"index": 0
}
]
]
},
"Create Deal": {
"main": [
[
{
"node": "Add Lead Note",
"type": "main",
"index": 0
}
]
]
},
"Parse Files": {
"main": [
[
{
"node": "If Files Exist",
"type": "main",
"index": 0
}
]
]
},
"Add Lead Note": {
"main": [
[
{
"node": "Trigger Follow-up Workflow",
"type": "main",
"index": 0
}
]
]
},
"Check Visitor": {
"main": [
[
{
"node": "Is New Visitor",
"type": "main",
"index": 0
}
]
]
},
"Combine Files": {
"main": [
[
{
"node": "AI Agent",
"type": "main",
"index": 0
}
]
]
},
"Create Contact": {
"main": [
[
{
"node": "Create Deal",
"type": "main",
"index": 0
}
]
]
},
"If Files Exist": {
"main": [
[
{
"node": "AI Agent",
"type": "main",
"index": 0
}
],
[
{
"node": "Loop Over Files",
"type": "main",
"index": 0
}
]
]
},
"Is New Visitor": {
"main": [
[
{
"node": "Create New Visitor",
"type": "main",
"index": 0
}
],
[
{
"node": "Update Visitor Count",
"type": "main",
"index": 0
}
]
]
},
"Loop Over Files": {
"main": [
[
{
"node": "Combine Files",
"type": "main",
"index": 0
}
],
[
{
"node": "Gemini Analyze File",
"type": "main",
"index": 0
}
]
]
},
"Get Chat History": {
"main": [
[
{
"node": "Format Chat Messages",
"type": "main",
"index": 0
}
]
]
},
"Merge Data Paths": {
"main": [
[
{
"node": "Early Contact Detection",
"type": "main",
"index": 0
}
]
]
},
"Clean JSON Output": {
"main": [
[
{
"node": "Check If Qualified Lead",
"type": "main",
"index": 0
}
]
]
},
"Create New Visitor": {
"main": [
[
{
"node": "Merge Data Paths",
"type": "main",
"index": 0
}
]
]
},
"Google Search Tool": {
"ai_tool": [
[
{
"node": "AI Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Respond to Webhook": {
"main": [
[
{
"node": "Check Visitor",
"type": "main",
"index": 0
}
]
]
},
"Validate Lead Data": {
"main": [
[
{
"node": "Merge Data Paths",
"type": "main",
"index": 1
}
]
]
},
"Create Organization": {
"main": [
[
{
"node": "Update Organization URL",
"type": "main",
"index": 0
}
]
]
},
"Gemini Analyze File": {
"main": [
[
{
"node": "Loop Over Files",
"type": "main",
"index": 0
}
]
]
},
"Analyze Lead Quality": {
"main": [
[
{
"node": "Clean JSON Output",
"type": "main",
"index": 0
}
]
]
},
"Extract Contact Info": {
"main": [
[
{
"node": "Validate Lead Data",
"type": "main",
"index": 0
}
]
]
},
"Format Chat Messages": {
"main": [
[
{
"node": "Aggregate Conversation",
"type": "main",
"index": 0
}
]
]
},
"Postgres Chat Memory": {
"ai_memory": [
[
{
"node": "AI Agent",
"type": "ai_memory",
"index": 0
}
]
]
},
"Update Visitor Count": {
"main": [
[
{
"node": "Merge Data Paths",
"type": "main",
"index": 0
}
]
]
},
"Aggregate Conversation": {
"main": [
[
{
"node": "Analyze Lead Quality",
"type": "main",
"index": 0
}
]
]
},
"Check If Qualified Lead": {
"main": [
[
{
"node": "Create Organization",
"type": "main",
"index": 0
}
],
[
{
"node": "Notify Team on Slack",
"type": "main",
"index": 0
}
]
]
},
"Early Contact Detection": {
"main": [
[
{
"node": "Get Chat History",
"type": "main",
"index": 0
}
]
]
},
"Gemini Pro for Analysis": {
"ai_languageModel": [
[
{
"node": "Analyze Lead Quality",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Update Organization URL": {
"main": [
[
{
"node": "Create Contact",
"type": "main",
"index": 0
}
]
]
},
"Google Gemini Chat Model": {
"ai_languageModel": [
[
{
"node": "AI Agent",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Create Deal (Simple Path)": {
"main": [
[
{
"node": "Set Deal Stage",
"type": "main",
"index": 0
}
]
]
},
"Extract Structured Response": {
"main": [
[
{
"node": "Respond to Webhook",
"type": "main",
"index": 0
}
]
]
},
"Create Contact (Simple Path)": {
"main": [
[
{
"node": "Create Deal (Simple Path)",
"type": "main",
"index": 0
}
]
]
}
}
}