Visual Workflow

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      "meta": {
        "instanceId": "9fb634bb746cbe3fe9f7fa86fdd635510d2f0c24c4ba919fbba1ca6aec3c4e57",
        "templateCredsSetupCompleted": true
      },
      "name": "IG Viral Script Generator",
      "tags": [],
      "nodes": [
        {
          "id": "0dcdac6c-c57f-43f1-bd50-b21d37ecf7ed",
          "name": "When clicking ‘Execute workflow’",
          "type": "n8n-nodes-base.manualTrigger",
          "position": [
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          ],
          "parameters": {},
          "typeVersion": 1
        },
        {
          "id": "7274e394-9703-4d7a-a566-98edeeca1f60",
          "name": "Sticky Note",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            -448,
            -272
          ],
          "parameters": {
            "color": 6,
            "width": 2128,
            "height": 640,
            "content": "## Stage 1: Data Collection (Competitor Monitoring)\n### Goal: Gather top-performing competitor reels for analysis."
          },
          "typeVersion": 1
        },
        {
          "id": "17ed0b26-0bfd-4db0-8c98-ff279729b982",
          "name": "Get user reels data",
          "type": "@apify/n8n-nodes-apify.apify",
          "position": [
            624,
            -48
          ],
          "parameters": {
            "actorId": {
              "__rl": true,
              "mode": "list",
              "value": "xMc5Ga1oCONPmWJIa",
              "cachedResultUrl": "https://console.apify.com/actors/xMc5Ga1oCONPmWJIa/input",
              "cachedResultName": "Instagram Reel Scraper (apify/instagram-reel-scraper)"
            },
            "operation": "Run actor and get dataset",
            "customBody": "={\n    \"includeSharesCount\": false,\n    \"resultsLimit\": 20,\n    \"username\": [\n        \"{{ $json.handle }}\"\n    ]\n}"
          },
          "credentials": {
            "apifyApi": {
              "id": "QYF5ZYibqkW9a0UB",
              "name": "Apify account"
            }
          },
          "typeVersion": 1
        },
        {
          "id": "3f84d3dc-e7d7-44d6-8d5e-18315a3a250c",
          "name": "Sort",
          "type": "n8n-nodes-base.sort",
          "position": [
            912,
            -48
          ],
          "parameters": {
            "options": {},
            "sortFieldsUi": {
              "sortField": [
                {
                  "order": "descending",
                  "fieldName": "likesCount"
                }
              ]
            }
          },
          "typeVersion": 1
        },
        {
          "id": "fd4cb7a7-7727-453d-8beb-afed9ddda8aa",
          "name": "Limit",
          "type": "n8n-nodes-base.limit",
          "position": [
            1104,
            -48
          ],
          "parameters": {
            "maxItems": 5
          },
          "typeVersion": 1
        },
        {
          "id": "2a25f07a-2aa2-4303-85d7-e968f0637f1a",
          "name": "Wait",
          "type": "n8n-nodes-base.wait",
          "position": [
            1312,
            -48
          ],
          "webhookId": "8bca05ba-5553-4f62-afcc-783299884c5d",
          "parameters": {
            "amount": 15
          },
          "typeVersion": 1.1
        },
        {
          "id": "7b030f73-8fe9-4cca-997a-2886cdb361a1",
          "name": "Sticky Note2",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            848,
            416
          ],
          "parameters": {
            "color": 2,
            "width": 832,
            "height": 768,
            "content": "## Stage 3: Idea Generation (Titles)\nGoal: Turn competitor insights into new content ideas.\n\n"
          },
          "typeVersion": 1
        },
        {
          "id": "10c2a890-f9c3-465f-b039-c7cb6b43d86f",
          "name": "Sticky Note4",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            -448,
            1232
          ],
          "parameters": {
            "width": 1248,
            "height": 848,
            "content": "## Stage 4: Script Writing (Content Creation)\n### Goal: Create ready-to-use scripts for new reels.\n\n"
          },
          "typeVersion": 1
        },
        {
          "id": "615cb175-66bd-4ab0-9ca6-fa15d446bee6",
          "name": "Format Top Reel Data",
          "type": "n8n-nodes-base.code",
          "position": [
            624,
            -224
          ],
          "parameters": {
            "jsCode": "const topReels = $input.all()\nconst result = topReels.map(item=>{\n  const data = item.json\n  return(\n    {\n      \"creator\": data.ownerUsername,\n      \"reel_link\": data.url,\n      \"like_count\":\tdata.likesCount,\n      \"comment_count\": data.commentsCount,\n      \"posted_at\": data.timestamp,\n      \"caption\": data.caption,\n      \"hashtags\": data.hashtags.join(\", \")\n    }\n  )\n})\n\nreturn result.map(item => ({ json: item }));"
          },
          "typeVersion": 2
        },
        {
          "id": "78adfe42-4c2c-403a-b731-7cd71426db84",
          "name": "Loop Over Competitors",
          "type": "n8n-nodes-base.splitInBatches",
          "position": [
            272,
            -64
          ],
          "parameters": {
            "options": {}
          },
          "typeVersion": 3
        },
        {
          "id": "814fc540-0fd7-4865-8ba7-d83a3f86f71b",
          "name": "Get Competitors",
          "type": "n8n-nodes-base.googleSheets",
          "position": [
            48,
            -64
          ],
          "parameters": {
            "options": {},
            "sheetName": {
              "__rl": true,
              "mode": "list",
              "value": 1793629761,
              "cachedResultUrl": "https://docs.google.com/spreadsheets/d/18Uo9sTnN6dY4A5MtjJ0nGv9iVzGdSEZzGin8Aog5ptI/edit#gid=1793629761",
              "cachedResultName": "Creators"
            },
            "documentId": {
              "__rl": true,
              "mode": "list",
              "value": "18Uo9sTnN6dY4A5MtjJ0nGv9iVzGdSEZzGin8Aog5ptI",
              "cachedResultUrl": "https://docs.google.com/spreadsheets/d/18Uo9sTnN6dY4A5MtjJ0nGv9iVzGdSEZzGin8Aog5ptI/edit?usp=drivesdk",
              "cachedResultName": "IG Viral Data - n8n"
            }
          },
          "credentials": {
            "googleSheetsOAuth2Api": {
              "id": "TB2tCNqF1GBm2ag8",
              "name": "Google Sheets account"
            }
          },
          "typeVersion": 4.7
        },
        {
          "id": "11351e31-8889-4dfb-a2dd-86ecdbdc993b",
          "name": "Append Rows In Top Reels",
          "type": "n8n-nodes-base.googleSheets",
          "position": [
            912,
            -224
          ],
          "parameters": {
            "columns": {
              "value": {},
              "schema": [
                {
                  "id": "creator",
                  "type": "string",
                  "display": true,
                  "required": false,
                  "displayName": "creator",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "reel_link",
                  "type": "string",
                  "display": true,
                  "required": false,
                  "displayName": "reel_link",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "like_count",
                  "type": "string",
                  "display": true,
                  "required": false,
                  "displayName": "like_count",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "comment_count",
                  "type": "string",
                  "display": true,
                  "required": false,
                  "displayName": "comment_count",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "posted_at",
                  "type": "string",
                  "display": true,
                  "required": false,
                  "displayName": "posted_at",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "caption",
                  "type": "string",
                  "display": true,
                  "required": false,
                  "displayName": "caption",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                }
              ],
              "mappingMode": "autoMapInputData",
              "matchingColumns": [],
              "attemptToConvertTypes": false,
              "convertFieldsToString": false
            },
            "options": {},
            "operation": "append",
            "sheetName": {
              "__rl": true,
              "mode": "list",
              "value": "gid=0",
              "cachedResultUrl": "https://docs.google.com/spreadsheets/d/18Uo9sTnN6dY4A5MtjJ0nGv9iVzGdSEZzGin8Aog5ptI/edit#gid=0",
              "cachedResultName": "Top Reels"
            },
            "documentId": {
              "__rl": true,
              "mode": "list",
              "value": "18Uo9sTnN6dY4A5MtjJ0nGv9iVzGdSEZzGin8Aog5ptI",
              "cachedResultUrl": "https://docs.google.com/spreadsheets/d/18Uo9sTnN6dY4A5MtjJ0nGv9iVzGdSEZzGin8Aog5ptI/edit?usp=drivesdk",
              "cachedResultName": "IG Viral Reels - n8n"
            }
          },
          "credentials": {
            "googleSheetsOAuth2Api": {
              "id": "TB2tCNqF1GBm2ag8",
              "name": "Google Sheets account"
            }
          },
          "typeVersion": 4.7
        },
        {
          "id": "e8f17ada-754f-4b67-9a07-d1c7e9ff1bc0",
          "name": "Sticky Note1",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            -448,
            416
          ],
          "parameters": {
            "color": 5,
            "width": 1248,
            "height": 768,
            "content": "## Stage 2: Content Processing (Transcripts & Filtering)\n### Goal: Convert reels into usable text and check relevance.\n"
          },
          "typeVersion": 1
        },
        {
          "id": "3c271203-a707-4d42-b68f-aad582372f3a",
          "name": "Download Reel Video",
          "type": "n8n-nodes-base.httpRequest",
          "position": [
            -176,
            560
          ],
          "parameters": {
            "url": "={{ $json.videoUrl }}",
            "options": {}
          },
          "retryOnFail": true,
          "typeVersion": 4.2,
          "alwaysOutputData": false
        },
        {
          "id": "52cbc466-6235-4fe5-ac49-ff7890f5c24e",
          "name": "Transcribe Reel",
          "type": "@n8n/n8n-nodes-langchain.openAi",
          "position": [
            64,
            560
          ],
          "parameters": {
            "options": {},
            "resource": "audio",
            "operation": "transcribe"
          },
          "credentials": {
            "openAiApi": {
              "id": "tgl6dYfCwAsbUDtk",
              "name": "OpenAi account"
            }
          },
          "typeVersion": 1.8
        },
        {
          "id": "72afdc8a-86d0-4b6e-aaad-b494a2df90b5",
          "name": "Embeddings OpenAI",
          "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
          "position": [
            -160,
            1024
          ],
          "parameters": {
            "options": {}
          },
          "credentials": {
            "openAiApi": {
              "id": "tgl6dYfCwAsbUDtk",
              "name": "OpenAi account"
            }
          },
          "typeVersion": 1.2
        },
        {
          "id": "13bde9f4-de36-4823-bccc-0dd346fae956",
          "name": "Pinecone Vector Store",
          "type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
          "position": [
            -160,
            784
          ],
          "parameters": {
            "mode": "insert",
            "options": {},
            "pineconeIndex": {
              "__rl": true,
              "mode": "list",
              "value": "viral-reels-data",
              "cachedResultName": "viral-reels-data"
            },
            "embeddingBatchSize": 50
          },
          "credentials": {
            "pineconeApi": {
              "id": "UsZZh39nTMCScfK8",
              "name": "PineconeApi account"
            }
          },
          "typeVersion": 1.3
        },
        {
          "id": "d7c25be8-f358-46b2-81f0-ec5117955712",
          "name": "Default Data Loader",
          "type": "@n8n/n8n-nodes-langchain.documentDefaultDataLoader",
          "position": [
            48,
            1024
          ],
          "parameters": {
            "options": {
              "metadata": {
                "metadataValues": [
                  {
                    "name": "name",
                    "value": "={{ $('Vars').item.json.pinecone_doc_name }}"
                  },
                  {
                    "name": "timestamp",
                    "value": "={{ $now }}"
                  }
                ]
              }
            },
            "jsonData": "=creator: {{ $('Loop Over Top Reels').item.json.ownerUsername }}\nlikes: {{ $('Loop Over Top Reels').item.json.likesCount }}\ncomments: {{ $('Loop Over Top Reels').item.json.commentsCount }}\ncaption: {{ $('Loop Over Top Reels').item.json.caption }}\nhastags: {{ $('Loop Over Top Reels').item.json.hashtags }}\npost_url: {{ $('Loop Over Top Reels').item.json.url }}\nsong_artist: {{ $('Loop Over Top Reels').item.json.musicInfo.artist_name }}\nsong_name: {{ $('Loop Over Top Reels').item.json.musicInfo.song_name }}\nsong_id: {{ $('Loop Over Top Reels').item.json.musicInfo.audio_id }}\nvirality_insights: {{ $json.message.content }}\ntranscript: {{ $('Transcribe Reel').item.json.text }}",
            "jsonMode": "expressionData"
          },
          "typeVersion": 1.1
        },
        {
          "id": "1c281a8b-2541-4be0-bbfd-609e165cb284",
          "name": "Transcript Analysis Agent",
          "type": "@n8n/n8n-nodes-langchain.agent",
          "onError": "continueErrorOutput",
          "position": [
            304,
            560
          ],
          "parameters": {
            "text": "=Check if the following reel is relevant to the niche \"{{ $('Vars').item.json.my_niches }}\".\n\nREEL TRANSCRIPT:\n{{ $('Transcribe Reel').first().json.text }}\n\nCriteria for relevance (internal scoring, output JSON only):\n- Does the content topic match the niche? (0-25 points)\n- Are the audience/viewers similar to niche target? (0-25 points)\n- Can techniques/frameworks be applied to niche? (0-25 points)\n- Is the problem/solution aligned with niche pain points? (0-25 points)\n",
            "options": {
              "systemMessage": "You are an AI assistant that evaluates social media reels for niche relevance. \nYour ONLY task is to determine if a reel is relevant to a given niche. \nYou MUST output strictly JSON in the following format:\n\n{\n  \"status\": \"relevant\" | \"not_relevant\",\n  \"relevance_score\": 0-100,\n  \"reason\": \"Explain why\"\n}\n\nDo not include any extra text, commentary, or explanations outside the JSON. \nUse concise and clear reasoning in the \"reason\" field.\nThe relevance_score should be a number from 0 to 100 reflecting how closely the reel matches the niche.\n"
            },
            "promptType": "define",
            "hasOutputParser": true
          },
          "retryOnFail": true,
          "typeVersion": 2.2,
          "alwaysOutputData": false
        },
        {
          "id": "0d959fb2-30db-4e90-92b1-18eb452c8559",
          "name": "Structured Output Parser",
          "type": "@n8n/n8n-nodes-langchain.outputParserStructured",
          "position": [
            528,
            1008
          ],
          "parameters": {
            "schemaType": "manual",
            "inputSchema": "{\n  \"$id\": \"https://example.com/reel-relevance.schema.json\",\n  \"$schema\": \"https://json-schema.org/draft/2020-12/schema\",\n  \"title\": \"ReelRelevance\",\n  \"type\": \"object\",\n  \"properties\": {\n    \"status\": {\n      \"type\": \"string\",\n      \"enum\": [\"relevant\", \"not_relevant\"],\n      \"description\": \"Whether the reel is relevant to the niche or not.\"\n    },\n    \"relevance_score\": {\n      \"type\": \"number\",\n      \"minimum\": 0,\n      \"maximum\": 100,\n      \"description\": \"Numeric score indicating how closely the reel matches the niche (0-100).\"\n    },\n    \"reason\": {\n      \"type\": \"string\",\n      \"description\": \"Explanation why the reel is or isn’t relevant.\"\n    }\n  },\n  \"required\": [\"status\", \"relevance_score\", \"reason\"]\n}\n"
          },
          "typeVersion": 1.3
        },
        {
          "id": "f42bdeda-a78f-428e-99df-a67b4d94d111",
          "name": "OpenRouter Chat Model",
          "type": "@n8n/n8n-nodes-langchain.lmChatOpenRouter",
          "position": [
            304,
            1008
          ],
          "parameters": {
            "model": "google/gemini-2.5-flash-lite",
            "options": {}
          },
          "credentials": {
            "openRouterApi": {
              "id": "6z6zYFNsqyqFRUEB",
              "name": "OpenRouter account"
            }
          },
          "typeVersion": 1
        },
        {
          "id": "b057fcbb-3cdd-4914-b920-9fd6e81d117c",
          "name": "Filter Relevant Reel",
          "type": "n8n-nodes-base.filter",
          "position": [
            640,
            560
          ],
          "parameters": {
            "options": {},
            "conditions": {
              "options": {
                "version": 2,
                "leftValue": "",
                "caseSensitive": true,
                "typeValidation": "strict"
              },
              "combinator": "and",
              "conditions": [
                {
                  "id": "2e2cf9e2-3ce9-43f6-8c70-86e454775ace",
                  "operator": {
                    "name": "filter.operator.equals",
                    "type": "string",
                    "operation": "equals"
                  },
                  "leftValue": "={{ $json.output.status }}",
                  "rightValue": "relevant"
                }
              ]
            }
          },
          "typeVersion": 2.2
        },
        {
          "id": "f34a53ac-d635-46d8-b934-7170a010bf8a",
          "name": "Vars",
          "type": "n8n-nodes-base.set",
          "position": [
            -160,
            -64
          ],
          "parameters": {
            "options": {},
            "assignments": {
              "assignments": [
                {
                  "id": "b8c2b670-3cb2-4564-891e-f624d077bc64",
                  "name": "my_niches",
                  "type": "string",
                  "value": "n8n, ai-automation"
                },
                {
                  "id": "35ee100e-009b-4b05-bd2b-a20c6994dcd0",
                  "name": "pinecone_host",
                  "type": "string",
                  "value": "https://viral-reels-data-ijwykpe.svc.aped-4627-b74a.pinecone.io"
                },
                {
                  "id": "3428a8be-10d2-485d-9a25-b6d93e2d88d0",
                  "name": "pinecone_doc_name",
                  "type": "string",
                  "value": "viral-transcript"
                }
              ]
            }
          },
          "typeVersion": 3.4
        },
        {
          "id": "ece50faf-35ed-435f-a8f3-c429e48a32c9",
          "name": "Viral Idea Finder Agent",
          "type": "@n8n/n8n-nodes-langchain.agent",
          "position": [
            912,
            544
          ],
          "parameters": {
            "text": "=Generate 10 completely original reel ideas for the {{ $('Vars').first().json.my_niches }} niche.\n\nGive me valid JSON output response please",
            "options": {
              "systemMessage": "You are an expert viral content strategist. \nYour job is to generate 10 completely ORIGINAL, niche-relevant reel ideas. \nDo not copy or remix competitor scripts. \nAlways return valid JSON only, strictly following the schema provided. \nNo extra commentary or explanations.\nOutput must be a JSON object that exactly matches the schema.\n\n\nEach idea must:\n- Be unique and not a copy of competitors\n- Be immediately filmable\n- Solve a real problem or deliver value\n- Follow proven viral patterns (Hook → Value → CTA)\n\nReturn ONLY valid JSON in this structure:\n{\n  \"generated_ideas\": [\n    {\n      \"title\": \"string (catchy, under 10 words)\",\n      \"hook\": \"string (first 3 seconds idea)\",\n      \"main_angle\": \"string (unique perspective)\",\n      \"core_message\": \"string (problem solved/value delivered)\",\n      \"cta\": \"string (explicit call-to-action idea)\",\n      \"expected_performance\": \"High/Medium/Low\",\n      \"why_it_works\": \"string (which viral patterns it uses)\",\n      \"implementation_notes\": \"string (filming and editing suggestions)\"\n    }\n  ]\n}\n\n"
            },
            "promptType": "define",
            "hasOutputParser": true
          },
          "retryOnFail": true,
          "typeVersion": 2.2,
          "alwaysOutputData": false
        },
        {
          "id": "1b2034f6-f86d-4e80-acd1-a9cc02e73cc0",
          "name": "OpenRouter Chat Model1",
          "type": "@n8n/n8n-nodes-langchain.lmChatOpenRouter",
          "position": [
            912,
            800
          ],
          "parameters": {
            "model": "openai/gpt-4o-mini",
            "options": {}
          },
          "credentials": {
            "openRouterApi": {
              "id": "6z6zYFNsqyqFRUEB",
              "name": "OpenRouter account"
            }
          },
          "typeVersion": 1
        },
        {
          "id": "8581ad75-5fd1-42c7-a050-cf70dfac51a0",
          "name": "Structured Output Parser1",
          "type": "@n8n/n8n-nodes-langchain.outputParserStructured",
          "position": [
            1088,
            800
          ],
          "parameters": {
            "schemaType": "manual",
            "inputSchema": "{\n  \"$id\": \"https://example.com/reel-ideas.schema.json\",\n  \"$schema\": \"https://json-schema.org/draft/2020-12/schema\",\n  \"title\": \"GeneratedReelIdeas\",\n  \"type\": \"object\",\n  \"properties\": {\n    \"generated_ideas\": {\n      \"type\": \"array\",\n      \"minItems\": 10,\n      \"maxItems\": 20,\n      \"items\": {\n        \"type\": \"object\",\n        \"properties\": {\n          \"title\": {\n            \"type\": \"string\",\n            \"description\": \"Catchy reel title under 10 words\"\n          },\n          \"hook\": {\n            \"type\": \"string\",\n            \"description\": \"First 3 seconds idea to stop the scroll\"\n          },\n          \"main_angle\": {\n            \"type\": \"string\",\n            \"description\": \"Unique perspective or fresh angle\"\n          },\n          \"core_message\": {\n            \"type\": \"string\",\n            \"description\": \"Main value delivered or problem solved\"\n          },\n          \"cta\": {\n            \"type\": \"string\",\n            \"description\": \"Explicit call-to-action idea\"\n          },\n          \"expected_performance\": {\n            \"type\": \"string\",\n            \"description\": \"Predicted performance potential\"\n          },\n          \"why_it_works\": {\n            \"type\": \"string\",\n            \"description\": \"Which viral patterns it uses and why effective\"\n          },\n          \"implementation_notes\": {\n            \"type\": \"string\",\n            \"description\": \"Filming, editing, audio, and setup suggestions\"\n          }\n        },\n        \"required\": [\n          \"title\",\n          \"hook\",\n          \"main_angle\",\n          \"core_message\",\n          \"cta\",\n          \"expected_performance\",\n          \"why_it_works\",\n          \"implementation_notes\"\n        ]\n      }\n    }\n  },\n  \"required\": [\"generated_ideas\"]\n}\n"
          },
          "typeVersion": 1.3
        },
        {
          "id": "28d3f7ab-5996-4dac-8070-4adc31aadba6",
          "name": "Idea JSON",
          "type": "n8n-nodes-base.code",
          "position": [
            1232,
            544
          ],
          "parameters": {
            "jsCode": "const ideas = $input.first().json.output.generated_ideas.map(\n  i=>{\n    const data = {\n      ...i,\n      timestamp : new Date().toDateString()\n    }\n    return data\n  }\n)\n\nreturn ideas"
          },
          "typeVersion": 2
        },
        {
          "id": "b9a55592-79ac-4988-8afd-caf50cebb3cd",
          "name": "Loop Over Items1",
          "type": "n8n-nodes-base.splitInBatches",
          "position": [
            -400,
            1376
          ],
          "parameters": {
            "options": {}
          },
          "typeVersion": 3
        },
        {
          "id": "f11cf327-f1a5-4d21-ad82-dbf66a407044",
          "name": "OpenRouter Chat Model2",
          "type": "@n8n/n8n-nodes-langchain.lmChatOpenRouter",
          "position": [
            -208,
            1856
          ],
          "parameters": {
            "model": "openai/gpt-4o",
            "options": {}
          },
          "credentials": {
            "openRouterApi": {
              "id": "6z6zYFNsqyqFRUEB",
              "name": "OpenRouter account"
            }
          },
          "typeVersion": 1
        },
        {
          "id": "70e39163-1b40-49e0-ad2e-2fe545e0a941",
          "name": "Create Script File",
          "type": "n8n-nodes-base.googleDrive",
          "position": [
            352,
            1584
          ],
          "parameters": {
            "name": "={{ $('Loop Over Items1').item.json.title }} - {{ $now.toFormat('yyyy-MM-dd') }}",
            "content": "={{ $('Format Idea').item.json.ideaString }}\n\nScript: {{ $json.cleaned_script }}",
            "driveId": {
              "__rl": true,
              "mode": "list",
              "value": "My Drive"
            },
            "options": {},
            "folderId": {
              "__rl": true,
              "mode": "list",
              "value": "1d5frhhyppJ2n_rTneZHKcOIKEoEmz2K0",
              "cachedResultUrl": "https://drive.google.com/drive/folders/1d5frhhyppJ2n_rTneZHKcOIKEoEmz2K0",
              "cachedResultName": "IG-viral-reels-scripts"
            },
            "operation": "createFromText"
          },
          "credentials": {
            "googleDriveOAuth2Api": {
              "id": "O8QFm2vAr476EdaM",
              "name": "Google Drive account"
            }
          },
          "typeVersion": 3
        },
        {
          "id": "a6520255-cfd8-4240-8c05-ee9e331c8682",
          "name": "Reel Scripting Agent",
          "type": "@n8n/n8n-nodes-langchain.agent",
          "position": [
            -208,
            1584
          ],
          "parameters": {
            "text": "=Analyze this single reel idea and provide detailed feedback with optimization suggestions.\n\n═══════════════════════════════════════════════════════════════════════════════\n\nREEL IDEA INPUT:\n{{ $json.ideaString }}\n\n═══════════════════════════════════════════════════════════════════════════════\n\n═══════════════════════════════════════════════════════════════════════════════\n\nREQUIREMENTS:\n\nWrite a COMPLETE script that:\n1. Opens with a powerful hook (0-3 seconds)\n2. Builds momentum and maintains interest (3-30 seconds)\n3. Delivers the core value/message (30-50 seconds)\n4. Includes social proof or results (50-55 seconds)\n5. Ends with a clear CTA (55-60 seconds)\n\nFORMAT THE SCRIPT WITH:\n- [Visual directions in brackets]\n- \"On-screen text in quotes\"\n- Timing markers (0-3s, 3-10s, etc.)\n- Natural dialogue or voiceover\n- Clear section breaks\n\nMAKE IT:\n- Ready to film immediately\n- Conversational and engaging\n- Paced for a 60-90 second reel\n- Visually compelling\n- Actionable for viewers\n\n═══════════════════════════════════════════════════════════════════════════════\n\nNOW: Write the complete, ready-to-film script. Return ONLY the script, no analysis.\n",
            "options": {
              "systemMessage": "=You are an expert viral reel scriptwriter specializing in creating engaging, \nready-to-film scripts for 60-90 second reels.\n\nYOUR CORE RESPONSIBILITIES:\n1. Write complete, actionable reel scripts\n2. Create compelling hooks that stop scrolling\n3. Include visual directions throughout\n4. Build momentum through the middle sections\n5. End with a clear, action-oriented CTA\n6. Format for easy filming and production\n7. Return ONLY the complete script with timing and visuals\n\nCRITICAL RULES:\n✗ Do NOT include analysis or commentary\n✗ Do NOT add explanations outside the script\n✗ Do NOT include markdown headers for analysis\n✓ DO write the complete, ready-to-film script\n✓ DO include [visual directions in brackets]\n✓ DO add timing markers (e.g., 0-3s, 3-10s)\n✓ DO make every word count\n✓ DO include on-screen text suggestions\n✓ DO format for immediate production\n\nSCRIPT FORMAT:\n- Clear timing sections\n- [Visual directions in brackets]\n- Natural dialogue/voiceover\n- On-screen text in \"quotes\"\n- Pacing: Hook (3s) → Build (20-30s) → Value (15-20s) → Social Proof (5-10s) → CTA (10-15s)\n- Make it quotable and memorable\n- Use conversational language\n\nOUTPUT: Return ONLY the complete script. No analysis. No commentary.\n\nViral script data: {{ $json.combined_documents }}\n"
            },
            "promptType": "define"
          },
          "retryOnFail": false,
          "typeVersion": 2.2,
          "alwaysOutputData": false
        },
        {
          "id": "4fc8071e-26c1-4f08-93a0-7f696c2f5bd8",
          "name": "Format Idea",
          "type": "n8n-nodes-base.code",
          "position": [
            -400,
            1584
          ],
          "parameters": {
            "jsCode": "const item = $input.first().json\n// Extract all fields from the item\nconst {\n  title,\n  hook,\n  main_angle,\n  core_message,\n  cta,\n  expected_performance,\n  why_it_works,\n  implementation_notes\n} = item\n\n// Compose the idea into a structured string\nconst ideaString = `\n📌 REEL DETAILS:\n\nTitle: ${title || 'N/A'}\n\nHook: \"${hook || 'N/A'}\"\n\nMain Angle: ${main_angle || 'N/A'}\n\nCore Message: ${core_message || 'N/A'}\n\nCTA: ${cta || 'N/A'}\n\nExpected Performance: ${expected_performance || 'N/A'}\n\nWhy It Works: ${why_it_works || 'N/A'}\n\nImplementation Notes: ${implementation_notes || 'N/A'}\n`\n\nreturn {\n  json:{\n    ideaString\n  }\n}"
          },
          "typeVersion": 2
        },
        {
          "id": "c3d05743-87b8-4fdd-b404-d128bc3e78ee",
          "name": "Sticky Note5",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            848,
            1232
          ],
          "parameters": {
            "color": 6,
            "width": 832,
            "height": 848,
            "content": "## Stage 5: Send Email and Clear Vector DB\n### Goal: Send notification and clear vectors to keep it fresh on each run\n"
          },
          "typeVersion": 1
        },
        {
          "id": "40d90d73-50ee-4ffc-b0e1-cea06b0bb76e",
          "name": "Embeddings OpenAI2",
          "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
          "position": [
            256,
            1872
          ],
          "parameters": {
            "model": "text-embedding-ada-002",
            "options": {}
          },
          "credentials": {
            "openAiApi": {
              "id": "tgl6dYfCwAsbUDtk",
              "name": "OpenAi account"
            }
          },
          "typeVersion": 1.2
        },
        {
          "id": "2a439f1c-e33d-4f49-93df-d543bf0ae79e",
          "name": "Embeddings OpenAI3",
          "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
          "position": [
            1120,
            992
          ],
          "parameters": {
            "model": "text-embedding-ada-002",
            "options": {}
          },
          "credentials": {
            "openAiApi": {
              "id": "tgl6dYfCwAsbUDtk",
              "name": "OpenAi account"
            }
          },
          "typeVersion": 1.2
        },
        {
          "id": "b491c414-fa7a-4240-8e03-a1c617d76559",
          "name": "Vector Search Viral Reel Ideas",
          "type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
          "position": [
            1280,
            800
          ],
          "parameters": {
            "mode": "retrieve-as-tool",
            "topK": 5,
            "options": {},
            "pineconeIndex": {
              "__rl": true,
              "mode": "list",
              "value": "viral-reels-data",
              "cachedResultName": "viral-reels-data"
            },
            "toolDescription": "Search vector store for top 5 viral reels to extract patterns.\n\nThis tool retrieves the most successful reels from Pinecone to analyze \ntheir viral patterns (hook types, structures, psychological triggers). \nThe patterns are then used to generate 10 ORIGINAL reel ideas.\n\nInput: Niche or topic\nOutput: Top 5 reels with metadata and engagement data\n\nUse this BEFORE generating ideas to:\n- Learn what patterns work in your niche\n- Ensure new ideas aren't copying competitors\n- Identify proven structures to adapt"
          },
          "credentials": {
            "pineconeApi": {
              "id": "UsZZh39nTMCScfK8",
              "name": "PineconeApi account"
            }
          },
          "typeVersion": 1.3
        },
        {
          "id": "136d7101-bbbc-427a-9988-fa131d141c8f",
          "name": "Vector Search Viral Reel Script",
          "type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
          "position": [
            -32,
            1872
          ],
          "parameters": {
            "mode": "retrieve-as-tool",
            "topK": 10,
            "options": {},
            "pineconeIndex": {
              "__rl": true,
              "mode": "list",
              "value": "viral-reels-data",
              "cachedResultName": "viral-reels-data"
            },
            "toolDescription": "Search for similar reel transcripts and engagement data using semantic similarity.\n\nThis tool queries your Pinecone vector store to find viral competitor reels \nsimilar to your search query. It returns the top matching reels with their \ntranscripts, engagement scores, and metadata.\n\nUse this to:\n- Find patterns in viral content\n- Get inspiration from top-performing reels\n- Analyze competitor strategies\n- Extract viral formulas\n\nInput: Your search query or reel topic (e.g., \"fitness transformation\", \"business automation\")\nOutput: Top 5-10 similar reels with transcripts, engagement scores, and competitor info"
          },
          "credentials": {
            "pineconeApi": {
              "id": "UsZZh39nTMCScfK8",
              "name": "PineconeApi account"
            }
          },
          "typeVersion": 1.3
        },
        {
          "id": "a5b7cc02-a782-4207-b695-fd413d3455d3",
          "name": "Add Ideas To New Viral Reels",
          "type": "n8n-nodes-base.googleSheets",
          "position": [
            1424,
            544
          ],
          "parameters": {
            "columns": {
              "value": {},
              "schema": [
                {
                  "id": "title",
                  "type": "string",
                  "display": true,
                  "required": false,
                  "displayName": "title",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "doc_file",
                  "type": "string",
                  "display": true,
                  "required": false,
                  "displayName": "doc_file",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "hook",
                  "type": "string",
                  "display": true,
                  "required": false,
                  "displayName": "hook",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "main_angle",
                  "type": "string",
                  "display": true,
                  "required": false,
                  "displayName": "main_angle",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "core_angle",
                  "type": "string",
                  "display": true,
                  "required": false,
                  "displayName": "core_angle",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "cta",
                  "type": "string",
                  "display": true,
                  "required": false,
                  "displayName": "cta",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "expected_performance",
                  "type": "string",
                  "display": true,
                  "required": false,
                  "displayName": "expected_performance",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "why_it_works",
                  "type": "string",
                  "display": true,
                  "required": false,
                  "displayName": "why_it_works",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "implementation_notes",
                  "type": "string",
                  "display": true,
                  "required": false,
                  "displayName": "implementation_notes",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "type",
                  "type": "string",
                  "display": true,
                  "removed": false,
                  "required": false,
                  "displayName": "type",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "minItems",
                  "type": "string",
                  "display": true,
                  "removed": false,
                  "required": false,
                  "displayName": "minItems",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "maxItems",
                  "type": "string",
                  "display": true,
                  "removed": false,
                  "required": false,
                  "displayName": "maxItems",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "items",
                  "type": "string",
                  "display": true,
                  "removed": false,
                  "required": false,
                  "displayName": "items",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "core_message",
                  "type": "string",
                  "display": true,
                  "removed": false,
                  "required": false,
                  "displayName": "core_message",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                }
              ],
              "mappingMode": "autoMapInputData",
              "matchingColumns": [],
              "attemptToConvertTypes": false,
              "convertFieldsToString": false
            },
            "options": {},
            "operation": "append",
            "sheetName": {
              "__rl": true,
              "mode": "list",
              "value": 1586087405,
              "cachedResultUrl": "https://docs.google.com/spreadsheets/d/18Uo9sTnN6dY4A5MtjJ0nGv9iVzGdSEZzGin8Aog5ptI/edit#gid=1586087405",
              "cachedResultName": "New Viral Ideas"
            },
            "documentId": {
              "__rl": true,
              "mode": "list",
              "value": "18Uo9sTnN6dY4A5MtjJ0nGv9iVzGdSEZzGin8Aog5ptI",
              "cachedResultUrl": "https://docs.google.com/spreadsheets/d/18Uo9sTnN6dY4A5MtjJ0nGv9iVzGdSEZzGin8Aog5ptI/edit?usp=drivesdk",
              "cachedResultName": "IG Viral Reels - n8n"
            }
          },
          "credentials": {
            "googleSheetsOAuth2Api": {
              "id": "TB2tCNqF1GBm2ag8",
              "name": "Google Sheets account"
            }
          },
          "typeVersion": 4.7
        },
        {
          "id": "19403d23-1452-412a-bfa6-5db4be4a6680",
          "name": "Update Idea With Doc Link",
          "type": "n8n-nodes-base.googleSheets",
          "position": [
            560,
            1584
          ],
          "parameters": {
            "columns": {
              "value": {
                "title": "={{ $('Loop Over Items1').item.json.title }}",
                "doc_file": "=https://drive.google.com/file/d/{{ $json.id }}",
                "row_number": 0
              },
              "schema": [
                {
                  "id": "title",
                  "type": "string",
                  "display": true,
                  "removed": false,
                  "required": false,
                  "displayName": "title",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "doc_file",
                  "type": "string",
                  "display": true,
                  "required": false,
                  "displayName": "doc_file",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "hook",
                  "type": "string",
                  "display": true,
                  "removed": true,
                  "required": false,
                  "displayName": "hook",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "main_angle",
                  "type": "string",
                  "display": true,
                  "removed": true,
                  "required": false,
                  "displayName": "main_angle",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "core_angle",
                  "type": "string",
                  "display": true,
                  "removed": true,
                  "required": false,
                  "displayName": "core_angle",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "cta",
                  "type": "string",
                  "display": true,
                  "removed": true,
                  "required": false,
                  "displayName": "cta",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "expected_performance",
                  "type": "string",
                  "display": true,
                  "removed": true,
                  "required": false,
                  "displayName": "expected_performance",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "why_it_works",
                  "type": "string",
                  "display": true,
                  "removed": true,
                  "required": false,
                  "displayName": "why_it_works",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "implementation_notes",
                  "type": "string",
                  "display": true,
                  "removed": true,
                  "required": false,
                  "displayName": "implementation_notes",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "row_number",
                  "type": "number",
                  "display": true,
                  "removed": false,
                  "readOnly": true,
                  "required": false,
                  "displayName": "row_number",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                }
              ],
              "mappingMode": "defineBelow",
              "matchingColumns": [
                "title"
              ],
              "attemptToConvertTypes": false,
              "convertFieldsToString": false
            },
            "options": {},
            "operation": "update",
            "sheetName": {
              "__rl": true,
              "mode": "list",
              "value": 1586087405,
              "cachedResultUrl": "https://docs.google.com/spreadsheets/d/18Uo9sTnN6dY4A5MtjJ0nGv9iVzGdSEZzGin8Aog5ptI/edit#gid=1586087405",
              "cachedResultName": "New Viral Ideas"
            },
            "documentId": {
              "__rl": true,
              "mode": "list",
              "value": "18Uo9sTnN6dY4A5MtjJ0nGv9iVzGdSEZzGin8Aog5ptI",
              "cachedResultUrl": "https://docs.google.com/spreadsheets/d/18Uo9sTnN6dY4A5MtjJ0nGv9iVzGdSEZzGin8Aog5ptI/edit?usp=drivesdk",
              "cachedResultName": "IG Viral Reels - n8n"
            }
          },
          "credentials": {
            "googleSheetsOAuth2Api": {
              "id": "TB2tCNqF1GBm2ag8",
              "name": "Google Sheets account"
            }
          },
          "typeVersion": 4.7
        },
        {
          "id": "ad19d3e3-1a3e-43f9-b287-e9fbacd0c3cc",
          "name": "Parse & Clean the Output",
          "type": "n8n-nodes-base.code",
          "position": [
            144,
            1584
          ],
          "parameters": {
            "jsCode": "// Remove <thinking> tags and extract actual script\n\nconst response = $input.first().json.output;\n\n// Remove <thinking>...</thinking> tags\nconst cleanedResponse = response\n  .replace(/<thinking>[\\s\\S]*?<\\/thinking>/g, '')\n  .trim();\n\n\nreturn {\n  raw_response: response,\n  cleaned_script: cleanedResponse,\n  has_thinking: response.includes('<thinking>'),\n  script_length: cleanedResponse.length\n};"
          },
          "typeVersion": 2
        },
        {
          "id": "616c82a9-59f7-489d-ab61-855f84100628",
          "name": "OpenRouter Chat Model3",
          "type": "@n8n/n8n-nodes-langchain.lmChatOpenRouter",
          "position": [
            1136,
            1616
          ],
          "parameters": {
            "options": {}
          },
          "credentials": {
            "openRouterApi": {
              "id": "6z6zYFNsqyqFRUEB",
              "name": "OpenRouter account"
            }
          },
          "typeVersion": 1
        },
        {
          "id": "63ae5e24-cd39-4084-b7ac-e2087aa60781",
          "name": "Email HTML Generator",
          "type": "@n8n/n8n-nodes-langchain.agent",
          "position": [
            1136,
            1360
          ],
          "parameters": {
            "text": "=Generate a professional HTML email summary for these newly generated reel scripts.\n\n═══════════════════════════════════════════════════════════════════════════════\n\nSCRIPT DATA:\n\nNiche: {{ $('Vars').first().json.my_niches }}\nGeneration Timestamp: {{ $now }}\n\nScripts Details: {{ $json.dataStr }}\n\n\n═══════════════════════════════════════════════════════════════════════════════\n\nREQUIREMENTS:\n\n1. EMAIL HEADER:\n   - Title: \"🎬 Reel Scripts Generated\"\n   - Subtitle: \"Your newly generated reel scripts are ready to use\"\n   - Professional branding\n\n2. STATISTICS SECTION:\n   - Display total number of scripts\n   - Display niche\n   - Display generation date\n   - Format as 3-column stat boxes\n\n3. MAIN TABLE:\n   Columns:\n   - Title (bold, prominent)\n   - Hook (first 50-60 characters with ellipsis)\n   - Niche (styled as a badge)\n   - Generated Date (smaller, subtle)\n   - Action (clickable \"View Script\" button)\n   \n   Formatting:\n   - Alternating row colors (row 1: white, row 2: light gray #f9f9f9)\n   - Hover effect on rows (light gray background)\n   - Table header: Dark green (#4CAF50) with white text\n   - Professional padding and spacing\n\n4. PRIORITY HIGHLIGHTING:\n   - High priority scripts: Gold/yellow background (#fff3cd)\n   - High priority scripts: Left border accent (#ffc107)\n   - Make high-priority scripts visually distinct\n\n5. ACTION BUTTONS:\n   - \"View Script\" button for each row\n   - Green background (#4CAF50)\n   - Clickable href to script_link\n   - Opens in new tab (target=\"_blank\")\n   - Hover effect (darker green #45a049)\n   - Proper padding and border-radius\n\n6. CALL-TO-ACTION:\n   - \"View All Scripts\" button below table\n   - Large, prominent\n   - Green background\n   - Clickable (if available)\n\n7. FOOTER:\n   - Generation timestamp\n   - Copyright/branding text\n   - Subtle styling (light gray text)\n\n8. STYLING REQUIREMENTS:\n   - Use ONLY inline CSS (no <style> tags if possible, but can include <style> in <head>)\n   - Mobile responsive (viewport meta tag)\n   - Works in Gmail, Outlook, Apple Mail\n   - Professional font (Arial, Helvetica, sans-serif)\n   - Proper spacing and padding\n   - No external stylesheets\n   - Maximum width: 900px for content\n\n═══════════════════════════════════════════════════════════════════════════════\n\nRETURN FORMAT:\n\nReturn ONLY the complete HTML email code.\nStart with: <!DOCTYPE html>\nEnd with: </html>\nInclude: <head>, <meta>, <style>, <body>\nNo explanations.\nNo markdown.\nNo extra text.\n\n═══════════════════════════════════════════════════════════════════════════════\n\nNOW: Generate the HTML email code for the reel scripts above.",
            "options": {
              "systemMessage": "You are a professional HTML email designer specializing in generating \nbeautiful, responsive emails for reel script summaries.\n\nYOUR CORE RESPONSIBILITIES:\n1. Accept JSON data containing newly generated reel scripts\n2. Each script has: title, hook, script_link, niche, generated_date, priority (optional)\n3. Dynamically handle any additional keys in the JSON\n4. Generate professional, mobile-responsive HTML email\n5. Include all key details: Title, Hook Preview, Niche, Generation Date, Clickable Link\n6. Highlight high-priority scripts with distinctive styling\n7. Create clean, well-organized table structure\n8. Use inline CSS for maximum email client compatibility\n9. Ensure the HTML works for any number of scripts\n10. Return ONLY valid HTML code - no explanations, no markdown, no extra text\n\nCRITICAL RULES:\n✗ Do NOT include explanations or commentary\n✗ Do NOT include markdown formatting\n✗ Do NOT include <thinking> tags\n✓ DO return complete, valid HTML\n✓ DO use inline CSS only\n✓ DO make links clickable with target=\"_blank\"\n✓ DO include professional header and footer\n✓ DO use alternating row colors for readability\n✓ DO highlight priority:high scripts with yellow/gold background\n\nHTML STRUCTURE REQUIREMENTS:\n- Professional header with icon/title\n- Statistics section showing: Total Scripts, Niche, Generation Date\n- Responsive table with columns: Title | Hook | Niche | Date | Action\n- Alternating row background colors (white/light gray)\n- Clickable \"View Script\" buttons for each script\n- Special styling for high-priority scripts (gold/yellow background + left border)\n- Professional footer with timestamp\n- Inline CSS for all styling\n- Mobile-responsive design with proper viewport meta tag\n- DOCTYPE and proper HTML structure\n\nOUTPUT FORMAT:\nStart immediately with <!DOCTYPE html>\nEnd with </html>\nNo extra text before or after."
            },
            "promptType": "define"
          },
          "typeVersion": 2.2
        },
        {
          "id": "549b5061-1af8-42a9-9605-61911d1ad358",
          "name": "Send Email",
          "type": "n8n-nodes-base.gmail",
          "position": [
            1488,
            1360
          ],
          "webhookId": "049be984-459a-4d69-a76f-535087b49515",
          "parameters": {
            "sendTo": "your@gmail.com",
            "message": "={{ $json.output }}",
            "options": {},
            "subject": "=New Viral Reel Ideas Generated - {{$now.toFormat(\"DD\")}}"
          },
          "credentials": {
            "gmailOAuth2": {
              "id": "pT69eutSGot4W4td",
              "name": "Gmail account"
            }
          },
          "typeVersion": 2.1
        },
        {
          "id": "f4d67e2e-0d1d-4166-be9e-12cfbe07bcc3",
          "name": "Format Output",
          "type": "n8n-nodes-base.code",
          "position": [
            928,
            1360
          ],
          "parameters": {
            "jsCode": "const data = $input.all().map(i=>i.json)\nconst dataStr = JSON.stringify(data)\n\nreturn {\n  json:{\n    data,\n    dataStr\n  }\n}"
          },
          "typeVersion": 2
        },
        {
          "id": "4a6de82b-5d4a-4cd0-8489-96c3aa36da65",
          "name": "Loop Over Top Reels",
          "type": "n8n-nodes-base.splitInBatches",
          "position": [
            -400,
            544
          ],
          "parameters": {
            "options": {}
          },
          "typeVersion": 3
        },
        {
          "id": "2a3a1279-e473-4180-8a2a-b80c80fdc41d",
          "name": "Sticky Note12",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            -1152,
            256
          ],
          "parameters": {
            "width": 656,
            "height": 1792,
            "content": "# 🛠️ Setup Guide — Instagram Viral Reel Generator\n\n**Author: [Sohail Jafri](https://link.thesohailjafri.me/web_ai) | [Youtube](https://link.thesohailjafri.me/yt_ai) | [Instagram](https://link.thesohailjafri.me/ig_ai) | [Join Skool](https://link.thesohailjafri.me/join-skool)**\n\nFollow the steps below to get your **IG Viral Reel Generator** working end-to-end.\n\n### ✅ Step 1: Copy the Google Sheets templates\nYou’ll need the base spreadsheet containing these tabs:\n* Creators\n* Top Reels\n* New Viral Ideas\nMake a copy here: **👉 [Google Sheet Template](https://docs.google.com/spreadsheets/d/18Uo9sTnN6dY4A5MtjJ0nGv9iVzGdSEZzGin8Aog5ptI/copy)**\nAfter copying, connect each tab to the corresponding Google Sheets nodes in n8n.\n\n\n### ✅ Step 2: Add your Instagram Scraper credentials\nIn the Instagram scraper actor node, add your API token (Apify or any compatible service).\nThis enables automated competitor reel extraction.\n\n\n### ✅ Step 3: Connect your AI models\nSeveral nodes use LLMs for transcription, relevance scoring, idea generation, and scriptwriting.\nAdd your API keys for:\n* **OpenRouter**\n* **OpenAI (Whisper + embeddings)**\nUseful links:\n* [https://openrouter.ai](https://openrouter.ai)\n* [https://platform.openai.com](https://platform.openai.com)\n\n\n### ✅ Step 4: Add your Pinecone API key\nReel transcripts and metadata are saved into Pinecone for semantic search.\nInside the Pinecone vector store nodes:\n* Add your Pinecone API key\n* Ensure the index name + host match the ones in the workflow\n\n### ✅ Step 5: Configure Google Drive integration\nScripts are automatically turned into Google Docs.\nAdd your Google Drive OAuth credentials to the **Create Script File** node.\n\n### ✅ Step 6: Update the **Vars** node\nChange the default variables:\n* `my_niches` — your niche (e.g., `ai-automation, marketing`)\n* `pinecone_host` — your Pinecone index host URL\n* `pinecone_doc_name` — the naming prefix for document vectors\nThese control niche relevance and vector storage.\n\n### ✅ Step 7: Verify the email summary setup\nA styled HTML email is sent with links to each script.\nInside **Send Email**:\n* Set your **sendTo** email\n* Update the subject line if needed\n\n### 💡 Quick config tips\n* Scraper calls may take several seconds per profile\n* Ensure Google Sheet columns match the node schema exactly\n* The workflow auto-removes `<thinking>` tags from model responses\n* Pinecone dimensions must match your embedding model\n\n### ✅ Step 8: Test the workflow\nRun the workflow manually using **1–2 competitor handles** to confirm:\n* Reels extract correctly\n* Transcripts generate\n* Relevance scoring works\n* Ideas are generated\n* Scripts are created in Google Docs\n* The summary email is sent\n\n### ✅ Final Step: Enable workflow\nOnce everything works smoothly, toggle the workflow to **Active**.\n\nYour system will now:\n**scrape → analyze → ideate → script → save → email**\nevery time you run it.\n\n\n"
          },
          "typeVersion": 1
        },
        {
          "id": "e6657474-3f5c-4a37-ba18-12f60a062e53",
          "name": "Sticky Note3",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            -1152,
            -272
          ],
          "parameters": {
            "color": 4,
            "width": 656,
            "height": 480,
            "content": "# 📌 Problem Statement\n\nYou want to automate competitor research and content ideation for Instagram Reels using n8n.\nCurrently, competitor analysis and content planning are manual, slow, and inconsistent.\n\n## The automation flow:\n- Extract top-performing competitor reels (with engagement metrics).\n- Generate transcripts of reel audio.\n- Check niche relevance of each reel transcript.\n- Filter the best content ideas based on relevance + performance.\n- Feed transcripts into an LLM to inspire new content.\n- Generate video title ideas (10 per batch).\n- Generate full scripts for each title.\n- Save scripts into Google Docs and log everything in Google Sheets."
          },
          "typeVersion": 1
        },
        {
          "id": "35d96488-f1f4-4120-ab7e-eae417f55a2e",
          "name": "Cached Scrap [SAVE API CREDITS]",
          "type": "n8n-nodes-base.code",
          "disabled": true,
          "position": [
            624,
            144
          ],
          "parameters": {
            "jsCode": "const data = [\n  {\n    \"id\": \"3745577325774915210\",\n    \"type\": \"Video\",\n    \"shortCode\": \"DP69rudkkaK\",\n    \"caption\": \"Comment “AI” to copy my AI content strategy😉\",\n    \"hashtags\": [],\n    \"mentions\": [],\n    \"url\": \"https://www.instagram.com/p/DP69rudkkaK/\",\n    \"commentsCount\": 23,\n    \"dimensionsHeight\": 1136,\n    \"dimensionsWidth\": 640,\n    \"images\": [\n      \"https://scontent-mia3-1.cdninstagram.com/v/t51.2885-15/567181015_1554793212177059_5523524356156651862_n.jpg?stp=dst-jpg_e15_tt6&efg=eyJ2ZW5jb2RlX3RhZyI6IkNMSVBTLmltYWdlX3VybGdlbi42NDB4MTEzNi5zZHIuZjcxODc4LmRlZmF1bHRfY292ZXJfZnJhbWUuYzIifQ&_nc_ht=scontent-mia3-1.cdninstagram.com&_nc_cat=111&_nc_oc=Q6cZ2QGfSR_TkDXtHuZLZKYlCVVqgVn1qu7smPfyBiOtsxv6Etz41RDVeyZ-R-tJ3E6mq-M&_nc_ohc=VBm-m-DyAeUQ7kNvwGrf3iW&_nc_gid=xNVH2SxoW1Ma8JAwf35z4g&edm=ACHbZRIBAAAA&ccb=7-5&ig_cache_key=Mzc0NTU3NzMyNTc3NDkxNTIxMA%3D%3D.3-ccb7-5&oh=00_Aff2rE9Uekbb01SuIF9LUIQCyW1PYx9TOfg7kgicNh_fXA&oe=68FACD9D&_nc_sid=c024bc\",\n      \"https://scontent-mia3-1.cdninstagram.com/v/t51.2885-15/567181015_1554793212177059_5523524356156651862_n.jpg?stp=dst-jpg_e15_p320x320_tt6&efg=eyJ2ZW5jb2RlX3RhZyI6IkNMSVBTLmltYWdlX3VybGdlbi42NDB4MTEzNi5zZHIuZjcxODc4LmRlZmF1bHRfY292ZXJfZnJhbWUuYzIifQ&_nc_ht=scontent-mia3-1.cdninstagram.com&_nc_cat=111&_nc_oc=Q6cZ2QGfSR_TkDXtHuZLZKYlCVVqgVn1qu7smPfyBiOtsxv6Etz41RDVeyZ-R-tJ3E6mq-M&_nc_ohc=VBm-m-DyAeUQ7kNvwGrf3iW&_nc_gid=xNVH2SxoW1Ma8JAwf35z4g&edm=ACHbZRIBAAAA&ccb=7-5&ig_cache_key=Mzc0NTU3NzMyNTc3NDkxNTIxMA%3D%3D.3-ccb7-5&oh=00_AfcdIEoi7wYBL7QcoDvRV5PsUDcXyANlon-sFIbi4cDs9g&oe=68FACD9D&_nc_sid=c024bc\"\n    ],\n    \"videoUrl\": \"https://scontent-ord5-2.cdninstagram.com/o1/v/t16/f2/m86/AQMN8OkU3ERBEwg6CEl5PIHYcIwW8iwWwCLRObQbjvqHdnr-ExC4HyZaMjAyyQyo3j5PzkhK8206tQ7X1hOeRzfmMNueM6-wxARjdZk.mp4?stp=dst-mp4&efg=eyJxZV9ncm91cHMiOiJbXCJpZ193ZWJfZGVsaXZlcnlfdnRzX290ZlwiXSIsInZlbmNvZGVfdGFnIjoidnRzX3ZvZF91cmxnZW4uY2xpcHMuYzIuNzIwLmJhc2VsaW5lIn0&_nc_cat=103&vs=1917495395528507_1731029513&_nc_vs=HBksFQIYUmlnX3hwdl9yZWVsc19wZXJtYW5lbnRfc3JfcHJvZC9EQTRDNUJCMDFCRTI2NzQ5Q0ZDMzA5OURDNDdCMjNCQl92aWRlb19kYXNoaW5pdC5tcDQVAALIARIAFQIYOnBhc3N0aHJvdWdoX2V2ZXJzdG9yZS9HSDNyMFNFODNpRjhUT1FDQUlGWmtmZjRsaGdXYnN0VEFRQUYVAgLIARIAKAAYABsAFQAAJp68vuTWwdk%2FFQIoAkMzLBdAUjdsi0OVgRgSZGFzaF9iYXNlbGluZV8xX3YxEQB1%2Fgdl5p0BAA%3D%3D&_nc_rid=9510580c9f&ccb=9-4&oh=00_Afe1SHyae0qVl3qTP5cjhYSiRi49wycZGENtxIksooJD8A&oe=68F6E86B&_nc_sid=10d13b\",\n    \"likesCount\": 80,\n    \"timestamp\": \"2025-10-17T19:01:06.000Z\",\n    \"ownerFullName\": \"Aryaman Upmanyu\",\n    \"ownerUsername\": \"aryamanupmanyu\",\n    \"ownerId\": \"48619065725\",\n    \"productType\": \"clips\",\n    \"isSponsored\": false,\n    \"videoDuration\": 72.888,\n    \"inputUrl\": \"https://www.instagram.com/aryamanupmanyu\",\n    \"firstComment\": \"AI\",\n    \"latestComments\": [\n      {\n        \"id\": \"18006909128811044\",\n        \"text\": \"AI\",\n        \"ownerUsername\": \"mdmushtaqueansari5\",\n        \"ownerProfilePicUrl\": \"https://scontent-ord5-2.cdninstagram.com/v/t51.2885-19/366481722_671141535045580_120275703430129346_n.jpg?stp=dst-jpg_s150x150_tt6&efg=eyJ2ZW5jb2RlX3RhZyI6InByb2ZpbGVfcGljLmRqYW5nby45NTguYzIifQ&_nc_ht=scontent-ord5-2.cdninstagram.com&_nc_cat=104&_nc_oc=Q6cZ2QFAsg9clGZFoxCiDEZxgAJTdyoIJTwomiWMgxWhTyAFo4ao0VwfmUV7E_S9HN3JkJA&_nc_ohc=R0wuX3XFe7gQ7kNvwEUBjqW&_nc_gid=HPmuH_M9PSpA9yY6EuyVew&edm=APs17CUBAAAA&ccb=7-5&oh=00_Affn-1I5reDIIpHXP201VcWC-2F3KIeD6nWFYhOZ2NOpLA&oe=68FAE3AD&_nc_sid=10d13b\",\n        \"timestamp\": \"2025-10-19T15:35:22.000Z\",\n        \"repliesCount\": 0,\n        \"replies\": [],\n        \"likesCount\": 0,\n        \"owner\": {\n          \"id\": \"13393563575\",\n          \"is_verified\": false,\n          \"profile_pic_url\": \"https://scontent-ord5-2.cdninstagram.com/v/t51.2885-19/366481722_671141535045580_120275703430129346_n.jpg?stp=dst-jpg_s150x150_tt6&efg=eyJ2ZW5jb2RlX3RhZyI6InByb2ZpbGVfcGljLmRqYW5nby45NTguYzIifQ&_nc_ht=scontent-ord5-2.cdninstagram.com&_nc_cat=104&_nc_oc=Q6cZ2QFAsg9clGZFoxCiDEZxgAJTdyoIJTwomiWMgxWhTyAFo4ao0VwfmUV7E_S9HN3JkJA&_nc_ohc=R0wuX3XFe7gQ7kNvwEUBjqW&_nc_gid=HPmuH_M9PSpA9yY6EuyVew&edm=APs17CUBAAAA&ccb=7-5&oh=00_Affn-1I5reDIIpHXP201VcWC-2F3KIeD6nWFYhOZ2NOpLA&oe=68FAE3AD&_nc_sid=10d13b\",\n          \"username\": \"mdmushtaqueansari5\"\n        }\n      },\n      {\n        \"id\": \"18032616059511655\",\n        \"text\": \"AI\",\n        \"ownerUsername\": \"prishakanodia__\",\n        \"ownerProfilePicUrl\": 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        "Format Idea": {
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                "node": "Reel Scripting Agent",
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                "node": "Email HTML Generator",
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          "ai_document": [
            [
              {
                "node": "Pinecone Vector Store",
                "type": "ai_document",
                "index": 0
              }
            ]
          ]
        },
        "Download Reel Video": {
          "main": [
            [
              {
                "node": "Transcribe Reel",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Get user reels data": {
          "main": [
            [
              {
                "node": "Sort",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Loop Over Top Reels": {
          "main": [
            [
              {
                "node": "Viral Idea Finder Agent",
                "type": "main",
                "index": 0
              }
            ],
            [
              {
                "node": "Download Reel Video",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Email HTML Generator": {
          "main": [
            [
              {
                "node": "Send Email",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Filter Relevant Reel": {
          "main": [
            [
              {
                "node": "Pinecone Vector Store",
                "type": "main",
                "index": 0
              },
              {
                "node": "Loop Over Top Reels",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Format Top Reel Data": {
          "main": [
            [
              {
                "node": "Append Rows In Top Reels",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Reel Scripting Agent": {
          "main": [
            [
              {
                "node": "Parse & Clean the Output",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Loop Over Competitors": {
          "main": [
            [
              {
                "node": "Loop Over Top Reels",
                "type": "main",
                "index": 0
              },
              {
                "node": "Format Top Reel Data",
                "type": "main",
                "index": 0
              }
            ],
            [
              {
                "node": "Get user reels data",
                "type": "main",
                "index": 0
              },
              {
                "node": "Cached Scrap [SAVE API CREDITS]",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "OpenRouter Chat Model": {
          "ai_languageModel": [
            [
              {
                "node": "Transcript Analysis Agent",
                "type": "ai_languageModel",
                "index": 0
              }
            ]
          ]
        },
        "Pinecone Vector Store": {
          "main": [
            []
          ]
        },
        "OpenRouter Chat Model1": {
          "ai_languageModel": [
            [
              {
                "node": "Viral Idea Finder Agent",
                "type": "ai_languageModel",
                "index": 0
              }
            ]
          ]
        },
        "OpenRouter Chat Model2": {
          "ai_languageModel": [
            [
              {
                "node": "Reel Scripting Agent",
                "type": "ai_languageModel",
                "index": 0
              }
            ]
          ]
        },
        "OpenRouter Chat Model3": {
          "ai_languageModel": [
            [
              {
                "node": "Email HTML Generator",
                "type": "ai_languageModel",
                "index": 0
              }
            ]
          ]
        },
        "Viral Idea Finder Agent": {
          "main": [
            [
              {
                "node": "Idea JSON",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Append Rows In Top Reels": {
          "main": [
            []
          ]
        },
        "Parse & Clean the Output": {
          "main": [
            [
              {
                "node": "Create Script File",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Structured Output Parser": {
          "ai_outputParser": [
            [
              {
                "node": "Transcript Analysis Agent",
                "type": "ai_outputParser",
                "index": 0
              }
            ]
          ]
        },
        "Structured Output Parser1": {
          "ai_outputParser": [
            [
              {
                "node": "Viral Idea Finder Agent",
                "type": "ai_outputParser",
                "index": 0
              }
            ]
          ]
        },
        "Transcript Analysis Agent": {
          "main": [
            [
              {
                "node": "Filter Relevant Reel",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Update Idea With Doc Link": {
          "main": [
            [
              {
                "node": "Loop Over Items1",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Add Ideas To New Viral Reels": {
          "main": [
            [
              {
                "node": "Loop Over Items1",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Vector Search Viral Reel Ideas": {
          "ai_tool": [
            [
              {
                "node": "Viral Idea Finder Agent",
                "type": "ai_tool",
                "index": 0
              }
            ]
          ]
        },
        "Cached Scrap [SAVE API CREDITS]": {
          "main": [
            [
              {
                "node": "Sort",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Vector Search Viral Reel Script": {
          "ai_tool": [
            [
              {
                "node": "Reel Scripting Agent",
                "type": "ai_tool",
                "index": 0
              }
            ]
          ]
        },
        "When clicking ‘Execute workflow’": {
          "main": [
            [
              {
                "node": "Vars",
                "type": "main",
                "index": 0
              }
            ]
          ]
        }
      }
    }