{ "id": "Xx4zOjRFLI8W9PiC", "meta": { "templateCredsSetupCompleted": true }, "name": "Analyze Reddit Posts with AI to Identify Business Opportunities", "tags": [], "nodes": [ { "id": "52bdf7eb-ee1a-43c5-a0ad-199283003892", "name": "When clicking \u2018Test workflow\u2019", "type": "n8n-nodes-base.manualTrigger", "position": [ -1400, -640 ], "parameters": {}, "typeVersion": 1 }, { "id": "e9a000b6-2f35-4928-a8d8-aa2d8cc27513", "name": "OpenAI Chat Model", "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi", "position": [ -360, -760 ], "parameters": { "model": { "__rl": true, "mode": "list", "value": "gpt-4o-mini", "cachedResultName": "gpt-4o-mini" }, "options": {} }, "credentials": { "openAiApi": { "name": "" } }, "typeVersion": 1.2 }, { "id": "cd38a8b6-1369-4209-a80e-9e9949df49c0", "name": "OpenAI Chat Model1", "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi", "position": [ 680, -1080 ], "parameters": { "model": { "__rl": true, "mode": "list", "value": "gpt-4o-mini" }, "options": {} }, "credentials": { "openAiApi": { "name": "" } }, "typeVersion": 1.2 }, { "id": "4749ca62-6061-4dc0-8f1a-b0e995bb3d0f", "name": "OpenAI Chat Model2", "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi", "position": [ 640, -220 ], "parameters": { "model": { "__rl": true, "mode": "list", "value": "gpt-4o-mini" }, "options": {} }, "credentials": { "openAiApi": { "name": "" } }, "typeVersion": 1.2 }, { "id": "ed68c267-9716-4930-b210-d1f1ae89d8c8", "name": "Post Sentiment Analysis", "type": "@n8n/n8n-nodes-langchain.sentimentAnalysis", "position": [ 740, -400 ], "parameters": { "options": {}, "inputText": "={{ $json.postcontent }}" }, "typeVersion": 1 }, { "id": "2e651e62-00dd-4f0d-a8bc-ce4d8b9fa1d7", "name": "Positive Posts Draft", "type": "n8n-nodes-base.gmail", "position": [ 1260, -560 ], "parameters": { "message": "={{ $json.postcontent }}", "options": {}, "subject": "Positive Post", "resource": "draft" }, "credentials": { "gmailOAuth2": { "name": "" } }, "typeVersion": 2.1 }, { "id": "29d478d2-43d4-467a-89c2-8c97ea6e245c", "name": "Neutral Posts Draft", "type": "n8n-nodes-base.gmail", "position": [ 1280, -380 ], "parameters": { "message": "={{ $json.postcontent }}", "options": {}, "subject": "Neutral Post", "resource": "draft" }, "credentials": { "gmailOAuth2": { "name": "" } }, "typeVersion": 2.1 }, { "id": "c289805f-5246-4f3a-9052-48c426da8ce0", "name": "Negative Posts Draft", "type": "n8n-nodes-base.gmail", "position": [ 1280, -160 ], "parameters": { "message": "={{ $json.postcontent }}", "options": {}, "subject": "Negative Post", "resource": "draft" }, "credentials": { "gmailOAuth2": { "name": "" } }, "typeVersion": 2.1 }, { "id": "00d17970-3195-4290-bb02-9956f31ecc8f", "name": "Find Proper Solutions", "type": "@n8n/n8n-nodes-langchain.openAi", "position": [ 840, -1040 ], "parameters": { "modelId": { "__rl": true, "mode": "list", "value": "gpt-4o-mini", "cachedResultName": "GPT-4O-MINI" }, "options": {}, "messages": { "values": [ { "content": "=Based on the following Reddit post, suggest a business idea or service that I could create to help this problem for this business and other with similar needs.\n\nReddit post: \"{{ $json.postcontent }}\"\n\nProvide a concise description of a business idea or service that would adress this issue effectively for mutiple businesses facing similar challenges.\n" } ] } }, "credentials": { "openAiApi": { "name": "" } }, "typeVersion": 1.8 }, { "id": "9bcbd874-5eed-47ce-9714-1aec71537fe2", "name": "Post Summarization", "type": "@n8n/n8n-nodes-langchain.chainSummarization", "position": [ 760, -1280 ], "parameters": { "options": {} }, "typeVersion": 2 }, { "id": "60991de9-ad29-484c-9233-966cc1980a03", "name": "Merge Input", "type": "n8n-nodes-base.merge", "position": [ -80, -700 ], "parameters": { "mode": "combine", "options": {}, "combineBy": "combineByPosition" }, "typeVersion": 3 }, { "id": "f78fbea9-5f7f-4a88-bde1-7c3f01613892", "name": "Output The Results", "type": "n8n-nodes-base.googleSheets", "position": [ 1520, -1260 ], "parameters": { "columns": { "value": { "Upvotes": "={{ $json.upvotes }}", "Post_url": "={{ $json.url }}", "Post_date": "={{ $json.date }}", "Post_summary": "={{ $json.response.text }}", "Post_solution": "={{ $json.message.content }}", "Subreddit_size": "={{ $json.subreddit_subscribers }}" }, "schema": [ { "id": "Subreddit", "type": "string", "display": true, "removed": true, "required": false, "displayName": "Subreddit", "defaultMatch": false, "canBeUsedToMatch": true }, { "id": "Subreddit_size", "type": "string", "display": true, "removed": false, "required": false, "displayName": "Subreddit_size", "defaultMatch": false, "canBeUsedToMatch": true }, { "id": "Post_date", "type": "string", "display": true, "removed": false, "required": false, "displayName": "Post_date", "defaultMatch": false, "canBeUsedToMatch": true }, { "id": "Upvotes", "type": "string", "display": true, "removed": false, "required": false, "displayName": "Upvotes", "defaultMatch": false, "canBeUsedToMatch": true }, { "id": "Post_url", "type": "string", "display": true, "removed": false, "required": false, "displayName": "Post_url", "defaultMatch": false, "canBeUsedToMatch": true }, { "id": "Post_summary", "type": "string", "display": true, "removed": false, "required": false, "displayName": "Post_summary", "defaultMatch": false, "canBeUsedToMatch": true }, { "id": "Post_solution", "type": "string", "display": true, "removed": false, "required": false, "displayName": "Post_solution", "defaultMatch": false, "canBeUsedToMatch": true } ], "mappingMode": "defineBelow", "matchingColumns": [ "test" ], "attemptToConvertTypes": false, "convertFieldsToString": false }, "options": {}, "operation": "append", "sheetName": { "__rl": true, "mode": "list", "value": "gid=0", "cachedResultUrl": "https://docs.google.com/spreadsheets/d/1C8grVByPo3osYiV5X1pWhEUR9NhBXJGXBE75wC5o6rE/edit#gid=0", "cachedResultName": "sheet1" }, "documentId": { "__rl": true, "mode": "id", "value": "1C8grVByPo3osYiV5X1pWhEUR9NhBXJGXBE75wC5o6rE" } }, "credentials": { "googleSheetsOAuth2Api": { "name": "" } }, "typeVersion": 4.5 }, { "id": "a0259ed2-0615-4e92-9e7e-cbff8c5bc0ce", "name": "Merge 3 Inputs", "type": "n8n-nodes-base.merge", "position": [ 1340, -1040 ], "parameters": { "mode": "combine", "options": {}, "combineBy": "combineByPosition", "numberInputs": 3 }, "typeVersion": 3 }, { "id": "b7326fd0-5379-42ac-b355-ef6c3c1790f9", "name": "Filter Posts By Features", "type": "n8n-nodes-base.if", "position": [ -980, -640 ], "parameters": { "options": {}, "conditions": { "options": { "version": 2, "leftValue": "", "caseSensitive": true, "typeValidation": "strict" }, "combinator": "and", "conditions": [ { "id": "0823d10a-ad54-4d82-bcea-9dd236e97857", "operator": { "type": "number", "operation": "gt" }, "leftValue": "={{ $json.ups }}", "rightValue": 2 }, { "id": "bb8187aa-f0f1-4999-8d4b-bdc9abba0618", "operator": { "type": "string", "operation": "notEmpty", "singleValue": true }, "leftValue": "={{ $json.selftext }}", "rightValue": "" }, { "id": "539f0f5c-025a-4f82-9b3a-2ef1ad3a2d96", "operator": { "type": "dateTime", "operation": "after" }, "leftValue": "={{ DateTime.fromSeconds($json.created).toISO() }}", "rightValue": "={{ $today.minus(180,'days').toISO() }}" } ] } }, "typeVersion": 2.2 }, { "id": "11c45f28-97c0-4087-975c-651f27438956", "name": "Filter Posts By Content", "type": "n8n-nodes-base.if", "position": [ 180, -680 ], "parameters": { "options": {}, "conditions": { "options": { "version": 2, "leftValue": "", "caseSensitive": true, "typeValidation": "strict" }, "combinator": "and", "conditions": [ { "id": "d5d38c01-3a88-4767-b488-d9c04145bb8f", "operator": { "name": "filter.operator.equals", "type": "string", "operation": "equals" }, "leftValue": "={{ $json.output }}", "rightValue": "yes" } ] } }, "typeVersion": 2.2 }, { "id": "efede239-eff5-4e38-b40d-3cefea040644", "name": "Select Key Fields", "type": "n8n-nodes-base.set", "position": [ -740, -660 ], "parameters": { "options": {}, "assignments": { "assignments": [ { "id": "e5082ecc-3add-474e-bdb5-b8ad64729930", "name": "upvotes", "type": "string", "value": "={{ $json.ups }}" }, { "id": "a92b5859-fbcc-40c2-95e0-452b12530d98", "name": "subreddit_subscribers", "type": "number", "value": "={{ $json.subreddit_subscribers }}" }, { "id": "a846e21c-6cff-4521-9e0c-a32fa1305376", "name": "postcontent", "type": "string", "value": "={{ $json.selftext }}" }, { "id": "b8045389-684d-4872-9e32-9a6b5511eb2b", "name": "url", "type": "string", "value": "={{ $json.url }}" }, { "id": "f182fedc-1b09-40fe-aeb5-2473263da442", "name": "date", "type": "string", "value": "={{ DateTime.fromSeconds($json.created).toISO() }}" } ] } }, "typeVersion": 3.4 }, { "id": "1a99fdaa-6857-4210-a695-71ce531c1fa0", "name": "Analysis Content By AI", "type": "@n8n/n8n-nodes-langchain.agent", "position": [ -460, -940 ], "parameters": { "text": "Decide whether this reddit post is describing a business-related problem or a need for a solution. The post should mention a specific challenge \n or requirement that a business is trying to address.\nReddit post: {{ $json.postcontent }}\nIs this post about a business problem or need for a solution ? Output only yes or no", "agent": "conversationalAgent", "options": {}, "promptType": "define" }, "typeVersion": 1.7 }, { "id": "72b30080-e1f2-48b4-b816-ff43542cc6f1", "name": "Get Posts", "type": "n8n-nodes-base.reddit", "position": [ -1180, -640 ], "parameters": { "limit": 20, "keyword": "looking for a solution", "operation": "search", "subreddit": "=smallbusiness", "additionalFields": { "sort": "hot" } }, "credentials": { "redditOAuth2Api": { "name": "" } }, "typeVersion": 1 }, { "id": "c4ecb9ec-4895-4b41-ba7e-185e3769ce41", "name": "Sticky Note", "type": "n8n-nodes-base.stickyNote", "position": [ -1500, -880 ], "parameters": { "width": 880, "height": 440, "content": "# Data Collection\n## Retrieves recent popular posts from specified Reddit communities\n## Filters content by engagement metrics and keywords" }, "typeVersion": 1 }, { "id": "49735ff9-7f15-4050-9c46-6c13666479bd", "name": "Sticky Note1", "type": "n8n-nodes-base.stickyNote", "position": [ 560, -620 ], "parameters": { "width": 1020, "height": 660, "content": "# Post Sentiment Analysis\n## " }, "typeVersion": 1 }, { "id": "17048a9e-6080-406e-a4e7-5d57406576e1", "name": "Sticky Note2", "type": "n8n-nodes-base.stickyNote", "position": [ -500, -1160 ], "parameters": { "color": 4, "width": 820, "height": 680, "content": "# Analysis Content\n## Emerging market needs\n## Underserved customer demands" }, "typeVersion": 1 }, { "id": "5a412abc-3866-44ba-9ab0-8cc0a3e012f2", "name": "Sticky Note3", "type": "n8n-nodes-base.stickyNote", "position": [ 520, -1480 ], "parameters": { "color": 6, "width": 1220, "height": 640, "content": "# Insight Generation And Output \n## Generates executive summaries of key opportunities\n## Consolidates findings in Google Sheets" }, "typeVersion": 1 } ], "active": false, "settings": { "executionOrder": "v1" }, "versionId": "c78fd7b7-d3e4-48f2-9f82-81ff71ef49a7", "connections": { "Get Posts": { "main": [ [ { "node": "Filter Posts By Features", "type": "main", "index": 0 } ] ] }, "Merge Input": { "main": [ [ { "node": "Filter Posts By Content", "type": "main", "index": 0 } ] ] }, "Merge 3 Inputs": { "main": [ [ { "node": "Output The Results", "type": "main", "index": 0 } ] ] }, "OpenAI Chat Model": { "ai_languageModel": [ [ { "node": "Analysis Content By AI", "type": "ai_languageModel", "index": 0 } ] ] }, "Select Key Fields": { "main": [ [ { "node": "Merge Input", "type": "main", "index": 1 }, { "node": "Analysis Content By AI", "type": "main", "index": 0 } ] ] }, "OpenAI Chat Model1": { "ai_languageModel": [ [ { "node": "Post Summarization", "type": "ai_languageModel", "index": 0 } ] ] }, "OpenAI Chat Model2": { "ai_languageModel": [ [ { "node": "Post Sentiment Analysis", "type": "ai_languageModel", "index": 0 } ] ] }, "Output The Results": { "main": [ [] ] }, "Post Summarization": { "main": [ [ { "node": "Merge 3 Inputs", "type": "main", "index": 0 } ] ] }, "Find Proper Solutions": { "main": [ [ { "node": "Merge 3 Inputs", "type": "main", "index": 1 } ] ] }, "Analysis Content By AI": { "main": [ [ { "node": "Merge Input", "type": "main", "index": 0 } ] ] }, "Filter Posts By Content": { "main": [ [ { "node": "Post Summarization", "type": "main", "index": 0 }, { "node": "Find Proper Solutions", "type": "main", "index": 0 }, { "node": "Merge 3 Inputs", "type": "main", "index": 2 }, { "node": "Post Sentiment Analysis", "type": "main", "index": 0 } ] ] }, "Post Sentiment Analysis": { "main": [ [ { "node": "Positive Posts Draft", "type": "main", "index": 0 } ], [ { "node": "Neutral Posts Draft", "type": "main", "index": 0 } ], [ { "node": "Negative Posts Draft", "type": "main", "index": 0 } ] ] }, "Filter Posts By Features": { "main": [ [ { "node": "Select Key Fields", "type": "main", "index": 0 } ] ] }, "When clicking \u2018Test workflow\u2019": { "main": [ [ { "node": "Get Posts", "type": "main", "index": 0 } ] ] } } }