Mirza Ajmal This workflow corresponds to n8n.io template #6729 — we link there as the canonical source.
This workflow follows the Agent → Google Sheets recipe pattern — see all workflows that pair these two integrations.
The workflow JSON
Copy or download the full n8n JSON below. Paste it into a new n8n workflow, add your credentials, activate. Full import guide →
{
"id": "vEqNzGpjObt1OHgo",
"meta": {
"templateCredsSetupCompleted": true
},
"name": "Reel Content Strategist: From URL to Viral Hook with AI + Sheets",
"tags": [],
"nodes": [
{
"id": "905e3d38-679f-4a4a-974b-55946ee90e6b",
"name": "Wait",
"type": "n8n-nodes-base.wait",
"position": [
-2080,
64
],
"parameters": {},
"typeVersion": 1.1
},
{
"id": "b5a8bb22-9b52-4231-a74f-901e4ecee891",
"name": "Wait2",
"type": "n8n-nodes-base.wait",
"position": [
-2224,
544
],
"parameters": {},
"typeVersion": 1.1
},
{
"id": "4596408d-30c8-47e6-9023-a9ddbca446f2",
"name": "Send a text message",
"type": "n8n-nodes-base.telegram",
"position": [
-976,
640
],
"parameters": {
"text": "=Reel Processed Successfully!\nUploader: {{ $('Apify::Scrape Reel Metadata').item.json.metadata.uploader }}\nTitle: {{ $('Apify::Scrape Reel Metadata').item.json.metadata.title }}\n{{ $json.niche_and_category }}\n\nDescription:{{ $('Apify::Scrape Reel Metadata').item.json.metadata.description }}\n\nAll the details have been securely appended to the Google Sheet for your reference.\n\nhttps://docs.google.com/spreadsheets/d/1UOAzmnYS8Wm8ngkgfap88u6D5koi0t1Eavm9q-ftgho/edit?gid=0#gid=0\n\nIf you have more reels to analyze, just send them my way!",
"chatId": "123456789",
"additionalFields": {
"appendAttribution": false
}
},
"credentials": {
"telegramApi": {
"name": "<your credential>"
}
},
"typeVersion": 1.2
},
{
"id": "63dadfa8-41ca-487b-ac9b-8c59e9ebaeb5",
"name": "Structured Output Parser",
"type": "@n8n/n8n-nodes-langchain.outputParserStructured",
"position": [
-1328,
656
],
"parameters": {
"jsonSchemaExample": "{\n \"niche\": \"Investing and Business Growth\",\n \"core_message\": \"Learning key skills like pattern recognition can lead to massive success in investing and business.\",\n \"ideas\": [\n {\n \"title\": \"The Secret Skills to Invest Like a Pro!\",\n \"script\": \"Ever felt like investing is a mystery you can't crack? What if I told you that there are secret skills that can make you an investing pro?... [etc]\"\n },\n {\n \"title\": \"Unlocking the Holy Grail of Investing: A Billionaire's Guide\",\n \"script\": \"Close your eyes and imagine having the investing secrets of a billionaire at your fingertips... [etc]\"\n },\n {\n \"title\": \"Pattern Recognition: The Key to Unstoppable Success in Investing\",\n \"script\": \"Have you ever wondered what separates successful investors from the rest?... [etc]\"\n }\n ]\n}\n"
},
"typeVersion": 1.2
},
{
"id": "42c0ea86-8a7b-41ff-bbb2-c0d554200621",
"name": "Telegram Trigger",
"type": "n8n-nodes-base.telegramTrigger",
"position": [
-2384,
-496
],
"parameters": {
"updates": [
"message"
],
"additionalFields": {}
},
"credentials": {
"telegramApi": {
"name": "<your credential>"
}
},
"typeVersion": 1.1
},
{
"id": "161ed626-3f97-413a-839d-99fba224e116",
"name": "Mistral Cloud Chat Model",
"type": "@n8n/n8n-nodes-langchain.lmChatMistralCloud",
"position": [
-1488,
688
],
"parameters": {
"model": "mistral-large-pixtral-2411",
"options": {}
},
"credentials": {
"mistralCloudApi": {
"name": "<your credential>"
}
},
"typeVersion": 1
},
{
"id": "6b28f94a-4e48-410b-9360-d4717d7b2829",
"name": "Extract::Instagram Reel URL",
"type": "n8n-nodes-base.code",
"position": [
-2192,
-496
],
"parameters": {
"jsCode": "const item = items[0].json;\n\n// Combine and stringify possible text-containing fields\nlet input = item.text || item.message || item.caption || item.input || item.user_input || \"\";\n\n// Convert non-string inputs (like objects) to a string\nif (typeof input !== \"string\") {\n try {\n input = JSON.stringify(input);\n } catch (err) {\n input = \"\";\n }\n}\n\n// Regex to extract Instagram Reel URL\nconst match = input.match(/(?:https?:\\/\\/)?(?:www\\.)?instagram\\.com\\/reel\\/[a-zA-Z0-9_-]+/i);\n\nlet cleanedUrl = null;\n\nif (match && match[0]) {\n const baseUrl = match[0].startsWith(\"http\") ? match[0] : `https://${match[0]}`;\n cleanedUrl = baseUrl.split(\"?\")[0].replace(/\\/$/, \"\");\n}\n\nreturn [\n {\n json: {\n original_input: input,\n reel_url: cleanedUrl\n }\n }\n];\n"
},
"typeVersion": 2
},
{
"id": "524e0f6e-b481-4e71-86ff-e0e7676bceea",
"name": "Validate::URL Extracted",
"type": "n8n-nodes-base.if",
"position": [
-2000,
-496
],
"parameters": {
"options": {},
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "392238d8-29a9-4711-a23b-3fcb76d8f3a6",
"operator": {
"type": "string",
"operation": "notEmpty",
"singleValue": true
},
"leftValue": "={{ $json.reel_url }}",
"rightValue": ""
}
]
}
},
"typeVersion": 2.2
},
{
"id": "be94ea5c-1587-4b5c-a7af-e85f6af205e6",
"name": "Respond::Invalid URL",
"type": "n8n-nodes-base.telegram",
"position": [
-1808,
-416
],
"parameters": {
"text": "Couldn't find any reel's URL. Please try again",
"chatId": "123456789",
"additionalFields": {
"appendAttribution": false
}
},
"credentials": {
"telegramApi": {
"name": "<your credential>"
}
},
"typeVersion": 1.2
},
{
"id": "17f5b2c5-e4be-4f99-85b7-9c33dd4afd43",
"name": "Apify::Scrape Reel Metadata",
"type": "n8n-nodes-base.httpRequest",
"position": [
-1488,
-512
],
"parameters": {
"url": "https://api.apify.com/v2/acts/red.cars~universal-content-extractor/run-sync-get-dataset-items",
"method": "POST",
"options": {},
"jsonBody": "={\n \"urls\": [\"{{ $('Extract::Instagram Reel URL').item.json.reel_url }}\"],\n \"quality\": \"best\",\n \"format\": \"mp4\",\n \"audioOnly\": false,\n \"removeWatermark\": false,\n \"maxItems\": 100\n}\n",
"sendBody": true,
"sendHeaders": true,
"specifyBody": "json",
"headerParameters": {
"parameters": [
{
"name": "Content-Type",
"value": "application/json"
},
{
"name": "Authorization",
"value": "Bearer <YOUR_API_KEY>"
}
]
}
},
"typeVersion": 4.2
},
{
"id": "facfc5dd-2bcb-4b39-bdf0-e9fbcfdb0735",
"name": "Validate::Reel Downloadable",
"type": "n8n-nodes-base.if",
"position": [
-1264,
-512
],
"parameters": {
"options": {},
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "loose"
},
"combinator": "and",
"conditions": [
{
"id": "4b65fab6-dbd4-4def-872e-3a7d787dbaa5",
"operator": {
"name": "filter.operator.equals",
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.success.toString() }}",
"rightValue": "true"
}
]
},
"looseTypeValidation": true
},
"typeVersion": 2.2
},
{
"id": "ff31144d-56b9-454b-a75e-49f820feef27",
"name": "Respond::Reel Download Failed1",
"type": "n8n-nodes-base.telegram",
"position": [
-1040,
-496
],
"parameters": {
"text": "This video is private or not available. For private content, try providing authentication cookies in the input or try with different video.",
"chatId": "123456789",
"additionalFields": {}
},
"credentials": {
"telegramApi": {
"name": "<your credential>"
}
},
"typeVersion": 1.2
},
{
"id": "002b64cf-c653-4f96-88c5-95178f151a35",
"name": "Download::Reel File",
"type": "n8n-nodes-base.httpRequest",
"position": [
-2400,
64
],
"parameters": {
"url": "={{ $json.downloadUrl }}",
"options": {
"response": {
"response": {
"responseFormat": "file"
}
}
}
},
"typeVersion": 4.2
},
{
"id": "939b1be9-ed42-4ee8-ac96-01093b852603",
"name": "FreeConvert::Import Reel",
"type": "n8n-nodes-base.httpRequest",
"position": [
-2224,
64
],
"parameters": {
"url": "https://api.freeconvert.com/v1/process/jobs",
"method": "POST",
"options": {},
"jsonBody": "={{\n{\n\"tasks\": {\n\"import\": {\n\"operation\": \"import/url\",\n\"url\": $json.downloadUrl\n}\n}\n}\n}}",
"sendBody": true,
"specifyBody": "json"
},
"typeVersion": 4.2
},
{
"id": "05f55b76-a1ef-4248-86b9-a2e7ca6655b6",
"name": "Check::Import Status",
"type": "n8n-nodes-base.httpRequest",
"position": [
-1952,
64
],
"parameters": {
"url": "=https://api.freeconvert.com/v1/process/jobs/{{ $json[\"id\"] }}",
"options": {}
},
"typeVersion": 4.2
},
{
"id": "a4c03ad5-49a9-462b-af20-4fa5e96949d9",
"name": "Validate::Import Successful",
"type": "n8n-nodes-base.if",
"position": [
-1808,
64
],
"parameters": {
"options": {},
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "5cac220a-408e-488e-811f-b13f238a64f8",
"operator": {
"name": "filter.operator.equals",
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.status }}",
"rightValue": "completed"
}
]
}
},
"typeVersion": 2.2
},
{
"id": "545a91df-9f9e-42cb-be6b-16eb3034c87a",
"name": "FreeConvert::Submit MP3 Conversion",
"type": "n8n-nodes-base.httpRequest",
"position": [
-1568,
48
],
"parameters": {
"url": "https://api.freeconvert.com/v1/process/jobs",
"method": "POST",
"options": {},
"jsonBody": "={\n \"tasks\": {\n \"import-my-file\": {\n \"operation\": \"import/url\",\n \"url\": \"{{ $json.tasks[0].result.url }}\"\n },\n \"convert-my-file\": {\n \"operation\": \"convert\",\n \"input\": \"import-my-file\",\n \"input_format\": \"mp4\",\n \"output_format\": \"mp3\",\n \"options\": {\n \"audio_codec\": \"auto\",\n \"audio_filter_volume\": 100,\n \"audio_filter_fade_in\": true,\n \"audio_filter_fade_out\": false,\n \"audio_filter_reverse\": false\n }\n }\n }\n} ",
"sendBody": true,
"specifyBody": "json"
},
"typeVersion": 4.2
},
{
"id": "3f559d47-8767-4ef5-ae4e-f20d7cbd7ecb",
"name": "Wait1",
"type": "n8n-nodes-base.wait",
"position": [
-1424,
48
],
"parameters": {
"amount": 10
},
"typeVersion": 1.1
},
{
"id": "625586fa-5bf3-4ba5-aa97-6bdfa1bd1ba5",
"name": "Check::Conversion Status",
"type": "n8n-nodes-base.httpRequest",
"position": [
-1296,
48
],
"parameters": {
"url": "=https://api.freeconvert.com/v1/process/jobs/{{ $json.id }}",
"options": {}
},
"typeVersion": 4.2
},
{
"id": "7ce4c865-df6a-4f76-b942-da545da26fce",
"name": "Validate::Conversion Complete",
"type": "n8n-nodes-base.if",
"position": [
-1168,
48
],
"parameters": {
"options": {},
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "70e4be95-0274-457e-a082-71ece0319dc9",
"operator": {
"name": "filter.operator.equals",
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.status }}",
"rightValue": "completed"
}
]
}
},
"typeVersion": 2.2
},
{
"id": "2f083b7f-e16c-4027-a265-175c97455fca",
"name": "Download::MP3 File",
"type": "n8n-nodes-base.httpRequest",
"position": [
-1024,
32
],
"parameters": {
"url": "={{ $json.tasks[1].result.url }}",
"options": {}
},
"typeVersion": 4.2
},
{
"id": "cc2817f6-88db-4a0b-a57d-d2c7e42b17f5",
"name": "AssemblyAI::Submit Transcription",
"type": "n8n-nodes-base.httpRequest",
"position": [
-2384,
544
],
"parameters": {
"url": "https://api.assemblyai.com/v2/transcript",
"method": "POST",
"options": {},
"sendBody": true,
"sendHeaders": true,
"bodyParameters": {
"parameters": [
{
"name": "audio_url",
"value": "={{ $json.tasks[1].result.url }}"
}
]
},
"headerParameters": {
"parameters": [
{
"name": "authorization",
"value": "<YOUR_API_KEY>"
}
]
}
},
"typeVersion": 4.2
},
{
"id": "a44681f4-b333-4cd6-8ed6-6ee8455aa4e1",
"name": "Check::Transcript Status",
"type": "n8n-nodes-base.httpRequest",
"position": [
-2080,
544
],
"parameters": {
"url": "=https://api.assemblyai.com/v2/transcript/{{ $json.id }}",
"options": {},
"sendHeaders": true,
"headerParameters": {
"parameters": [
{
"name": "Authorization",
"value": "<YOUR_API_KEY>"
}
]
}
},
"typeVersion": 4.2
},
{
"id": "b9ead96f-74c2-4265-ae8a-792f96f51685",
"name": "Validate::Transcript Present",
"type": "n8n-nodes-base.switch",
"position": [
-1936,
544
],
"parameters": {
"rules": {
"values": [
{
"outputKey": "true",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "d81ca0f8-f30b-4672-a8f8-c725f0fc1889",
"operator": {
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.status }}",
"rightValue": "completed"
}
]
},
"renameOutput": true
},
{
"outputKey": "false",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "7ce19b2d-3eff-41df-9409-a0d5e0c8c388",
"operator": {
"type": "string",
"operation": "notEquals"
},
"leftValue": "={{ $json.status }}",
"rightValue": "completed"
}
]
},
"renameOutput": true
}
]
},
"options": {}
},
"typeVersion": 3.2
},
{
"id": "eb2df6cb-2d9b-4a2d-ab4c-330b419a776d",
"name": "Validate::Speech Detected",
"type": "n8n-nodes-base.if",
"position": [
-1808,
480
],
"parameters": {
"options": {},
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "d59771bd-92c1-4aa3-af5a-2db1c964754d",
"operator": {
"type": "string",
"operation": "notEmpty",
"singleValue": true
},
"leftValue": "={{ $json.text }}",
"rightValue": ""
}
]
}
},
"typeVersion": 2.2
},
{
"id": "41c7eb0e-dbe1-44c8-ad78-21a2dfdbad13",
"name": "Respond::No Speech Found",
"type": "n8n-nodes-base.telegram",
"position": [
-1776,
640
],
"parameters": {
"text": "The Agent couldn't detect any speech in the reel. Please try again with different reel's url",
"chatId": "123456789",
"additionalFields": {
"appendAttribution": false
}
},
"credentials": {
"telegramApi": {
"name": "<your credential>"
}
},
"typeVersion": 1.2
},
{
"id": "0f3f94a7-da2e-4526-adb5-f917eadc44a3",
"name": "AI::Generate Hook Ideas & Scripts",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
-1568,
512
],
"parameters": {
"text": "={{ $json.text }}",
"options": {
"systemMessage": "=You are a content strategist for viral short-form videos on platforms like Instagram Reels, TikTok, and YouTube Shorts. Below is a transcript from a video/audio clip:\n\n{{ $json.text }}\n\nYour job:\n1. Identify the niche or theme this audio belongs to.\n2. Summarize the core message in 1 line.\n3. Generate 3 compelling short-form video titles or hooks (for attention-grabbing thumbnails or captions).\n4. For each of those 3 hooks, write a short video script (30\u201360 seconds), formatted for talking head videos or voiceovers.\n\nTone: Bold, clear, emotional. Scripts must feel natural and powerful \u2014 not robotic.\n\nFormat your response like this:\n\n---\n**Niche**: [Identified niche]\n\n**Core Message**: [1-line insight]\n\n**Idea 1**: [Hook Title]\n**Script 1**:\n[Video Script]\n\n**Idea 2**: [Hook Title]\n**Script 2**:\n[Video Script]\n\n**Idea 3**: [Hook Title]\n**Script 3**:\n[Video Script]"
},
"promptType": "define",
"hasOutputParser": true
},
"typeVersion": 1.8
},
{
"id": "4ef2c047-f657-4dce-8480-98d83aaa0afa",
"name": "Validate::AI Output Fields",
"type": "n8n-nodes-base.if",
"position": [
-1248,
512
],
"parameters": {
"options": {},
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "5e4cd63e-f426-47f1-8f6e-0b30dcdc5534",
"operator": {
"type": "string",
"operation": "notEmpty",
"singleValue": true
},
"leftValue": "={{ $json.output.niche }}",
"rightValue": ""
},
{
"id": "3e79a262-48e6-4674-aed8-9ca98676067a",
"operator": {
"type": "string",
"operation": "notEmpty",
"singleValue": true
},
"leftValue": "={{ $json.output.core_message }}",
"rightValue": ""
},
{
"id": "48413128-7c48-4478-abd8-1694b0224309",
"operator": {
"type": "string",
"operation": "notEmpty",
"singleValue": true
},
"leftValue": "={{ $json.output.ideas[0].title }}",
"rightValue": ""
},
{
"id": "9dd3c385-2a8e-4760-a3a8-e942aeaec139",
"operator": {
"type": "string",
"operation": "notEmpty",
"singleValue": true
},
"leftValue": "={{ $json.output.ideas[0].script }}",
"rightValue": ""
},
{
"id": "31a63116-5463-4767-b3a3-8b6702f9c383",
"operator": {
"type": "string",
"operation": "notEmpty",
"singleValue": true
},
"leftValue": "={{ $json.output.ideas[1].title }}",
"rightValue": "="
},
{
"id": "79c709a8-3ebd-46ce-929e-360b55b1444e",
"operator": {
"type": "string",
"operation": "notEmpty",
"singleValue": true
},
"leftValue": "={{ $json.output.ideas[1].script }}",
"rightValue": ""
},
{
"id": "b7ee88b3-b4f1-4ee7-adcc-ce7d718c4e0d",
"operator": {
"type": "string",
"operation": "notEmpty",
"singleValue": true
},
"leftValue": "={{ $json.output.ideas[2].title }}",
"rightValue": ""
},
{
"id": "a066b804-cdab-45d9-94c3-86758297c6ef",
"operator": {
"type": "string",
"operation": "notEmpty",
"singleValue": true
},
"leftValue": "={{ $json.output.ideas[2].script }}",
"rightValue": ""
},
{
"id": "ec2ddc55-173c-4adc-a188-0bd81f2838d1",
"operator": {
"name": "filter.operator.equals",
"type": "string",
"operation": "equals"
},
"leftValue": "",
"rightValue": ""
}
]
}
},
"typeVersion": 2.2
},
{
"id": "1a6394ea-0c67-4c83-9bc7-4f437a9de32a",
"name": "Storage::Log to Google Sheet",
"type": "n8n-nodes-base.googleSheets",
"position": [
-1104,
496
],
"parameters": {
"columns": {
"value": {
"Title": "={{ $('Apify::Scrape Reel Metadata').item.json.metadata.title }}",
"idea_1": "={{ $('AI::Generate Hook Ideas & Scripts').item.json.output.ideas[0].title }}",
"idea_2": "={{ $('AI::Generate Hook Ideas & Scripts').item.json.output.ideas[1].title }}",
"idea_3": "={{ $('AI::Generate Hook Ideas & Scripts').item.json.output.ideas[2].title }}",
"reel_url": "={{ $('Extract::Instagram Reel URL').item.json.reel_url }}",
"script_1": "={{ $('AI::Generate Hook Ideas & Scripts').item.json.output.ideas[0].script }}",
"script_2": "={{ $('AI::Generate Hook Ideas & Scripts').item.json.output.ideas[1].script }}",
"script_3": "={{ $('AI::Generate Hook Ideas & Scripts').item.json.output.ideas[2].script }}",
"uploader": "={{ $('Apify::Scrape Reel Metadata').item.json.metadata.uploader }}",
"file_name": "={{ $('Apify::Scrape Reel Metadata').item.json.filename }}",
"description": "={{ $('Apify::Scrape Reel Metadata').item.json.metadata.description }}",
"core_message": "={{ $('AI::Generate Hook Ideas & Scripts').item.json.output.core_message }}",
"transcripted_text": "={{ $('Check::Transcript Status').item.json.text }}",
"audio_download_url": "={{ $('Check::Transcript Status').item.json.audio_url }}",
"niche_and_category": "={{ $('AI::Generate Hook Ideas & Scripts').item.json.output.niche }}",
"video_download_url": "={{ $('Download::Reel File').item.json.downloadUrl }}"
},
"schema": [
{
"id": "Title",
"type": "string",
"display": true,
"required": false,
"displayName": "Title",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "reel_url",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "reel_url",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "video_download_url",
"type": "string",
"display": true,
"required": false,
"displayName": "video_download_url",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "audio_download_url",
"type": "string",
"display": true,
"required": false,
"displayName": "audio_download_url",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "file_name",
"type": "string",
"display": true,
"required": false,
"displayName": "file_name",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "uploader",
"type": "string",
"display": true,
"required": false,
"displayName": "uploader",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "description",
"type": "string",
"display": true,
"required": false,
"displayName": "description",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "transcripted_text",
"type": "string",
"display": true,
"required": false,
"displayName": "transcripted_text",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "core_message",
"type": "string",
"display": true,
"required": false,
"displayName": "core_message",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "idea_1",
"type": "string",
"display": true,
"required": false,
"displayName": "idea_1",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "script_1",
"type": "string",
"display": true,
"required": false,
"displayName": "script_1",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "idea_2",
"type": "string",
"display": true,
"required": false,
"displayName": "idea_2",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "script_2",
"type": "string",
"display": true,
"required": false,
"displayName": "script_2",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "idea_3",
"type": "string",
"display": true,
"required": false,
"displayName": "idea_3",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "script_3",
"type": "string",
"display": true,
"required": false,
"displayName": "script_3",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "niche_and_category",
"type": "string",
"display": true,
"required": false,
"displayName": "niche_and_category",
"defaultMatch": false,
"canBeUsedToMatch": true
}
],
"mappingMode": "defineBelow",
"matchingColumns": [
"reel_url"
],
"attemptToConvertTypes": false,
"convertFieldsToString": false
},
"options": {},
"operation": "appendOrUpdate",
"sheetName": {
"__rl": true,
"mode": "list",
"value": "gid=0",
"cachedResultUrl": "https://docs.google.com/spreadsheets/YOUR_AWS_SECRET_KEY_HERE-ftgho/edit#gid=0",
"cachedResultName": "Sheet1"
},
"documentId": {
"__rl": true,
"mode": "list",
"value": "1UOAzmnYS8Wm8ngkgfap88u6D5koi0t1Eavm9q-ftgho",
"cachedResultUrl": "https://docs.google.com/spreadsheets/YOUR_AWS_SECRET_KEY_HERE-ftgho/edit?usp=drivesdk",
"cachedResultName": "reel transcription report"
}
},
"credentials": {
"googleSheetsOAuth2Api": {
"name": "<your credential>"
}
},
"typeVersion": 4.5
},
{
"id": "2e0f9827-9b16-47f0-b186-4f63fd8fbec4",
"name": "Sticky Note",
"type": "n8n-nodes-base.stickyNote",
"position": [
-2432,
-752
],
"parameters": {
"width": 784,
"height": 496,
"content": "## \ud83d\udd39 TELEGRAM INPUT & URL EXTRACTION\n\n**Trigger::Telegram Message** :\tMain entry point for incoming user messages\n**Extract::Instagram Reel URL** :Parses the Telegram message to find a valid reel URL\n**Validate::URL Extracted Checks** : if a valid reel URL was found\n**Respond::Invalid URL** : Sends error message if no valid reel URL "
},
"typeVersion": 1
},
{
"id": "aa31e38b-a7d2-4a73-9c8f-662621a2bdfa",
"name": "Sticky Note1",
"type": "n8n-nodes-base.stickyNote",
"position": [
-1632,
-752
],
"parameters": {
"color": 3,
"width": 784,
"height": 496,
"content": "## \ud83d\udd39 REEL DOWNLOAD & VALIDATION\n\n**Apify::Scrape Reel Metadata**\t: Uses Apify to fetch metadata + download URL\n**Validate::Reel Downloadable**\t: Confirms that Apify was able to fetch the reel\n**Respond::Reel Download Failed** : Informs user of an inaccessible or private reel\n"
},
"typeVersion": 1
},
{
"id": "460a3d80-d641-43c5-b4e6-cecf115b7b56",
"name": "Sticky Note2",
"type": "n8n-nodes-base.stickyNote",
"position": [
-2432,
-224
],
"parameters": {
"color": 5,
"width": 784,
"height": 496,
"content": "## \ud83d\udd39FILE PROCESSING \u2014 PHASE 1 (Import)\n\n**Download::Reel File** : Downloads video file via Apify\u2019s download link\n**FreeConvert::Import Reel** : Submits reel to FreeConvert for import\n**Wait::Import Init (5s)** : Waits to give FreeConvert time to import file\n**Check::Import Status** : Verifies import completion \n**Validate::Import Successful** : Sends error message if no valid reel URL"
},
"typeVersion": 1
},
{
"id": "f18fa6a5-f142-41a3-9975-6629d661fe62",
"name": "Sticky Note3",
"type": "n8n-nodes-base.stickyNote",
"position": [
-1632,
-224
],
"parameters": {
"color": 4,
"width": 784,
"height": 496,
"content": "## \ud83d\udd39 FILE PROCESSING \u2014 PHASE 2 (Convert to Audio)\n\n**FreeConvert::Submit MP3 Conversion** : Requests conversion from video to audio\n**Wait::Convert Init (5s)** : Waits for conversion to process\n**Check::Conversion Status** : Polls conversion job to see if done\n**Validate::Conversion Complete** : Verifies that audio conversion succeeded\n**Download::MP3 File** : Downloads final .mp3 from FreeConvert"
},
"typeVersion": 1
},
{
"id": "b1ad6552-6b6b-4cd4-8c68-fdf2320fc754",
"name": "Sticky Note4",
"type": "n8n-nodes-base.stickyNote",
"position": [
-2432,
304
],
"parameters": {
"color": 6,
"width": 784,
"height": 496,
"content": "## \ud83d\udd39 TRANSCRIPTION & VERIFICATION\n\n**AssemblyAI::Submit Transcription** : Uploads audio file for transcription\n**Wait::Transcription (5s)** : Buffer wait for transcript to process\n**Check::Transcript Status** : Polls for transcript completion\n**Validate::Transcript Present** : Checks if transcription is available (i.e. contains actual speech)\n**Respond::Transcript Missing** : Sends error if no transcription was returned"
},
"typeVersion": 1
},
{
"id": "6b032e6a-b4de-4a53-8a9f-cf01bfefed18",
"name": "Sticky Note5",
"type": "n8n-nodes-base.stickyNote",
"position": [
-1632,
304
],
"parameters": {
"color": 2,
"width": 784,
"height": 496,
"content": "## \ud83d\udd39 AI ANALYSIS, STRATEGY GENERATION & DATA STORAGE\n\n**AI::Generate Hook Ideas & Scripts** : Core AI agent for analyzing content & generating hooks\n**Validate::AI Output Fields** : Verifies if all required fields were returned by AI agent\n**Retry::Fix Missing AI Fields** : Logic to reprocess or patch missing fields if validation fails\n**Storage::Log to Google Sheet** : Appends all metadata + scripts to spreadsheet\n"
},
"typeVersion": 1
}
],
"active": false,
"settings": {
"executionOrder": "v1"
},
"versionId": "7f0c3d0b-c8ce-4569-8587-dab20031e14c",
"connections": {
"Wait": {
"main": [
[
{
"node": "Check::Import Status",
"type": "main",
"index": 0
}
]
]
},
"Wait1": {
"main": [
[
{
"node": "Check::Conversion Status",
"type": "main",
"index": 0
}
]
]
},
"Wait2": {
"main": [
[
{
"node": "Check::Transcript Status",
"type": "main",
"index": 0
}
]
]
},
"Telegram Trigger": {
"main": [
[
{
"node": "Extract::Instagram Reel URL",
"type": "main",
"index": 0
}
]
]
},
"Download::MP3 File": {
"main": [
[
{
"node": "AssemblyAI::Submit Transcription",
"type": "main",
"index": 0
}
]
]
},
"Download::Reel File": {
"main": [
[
{
"node": "FreeConvert::Import Reel",
"type": "main",
"index": 0
}
]
]
},
"Check::Import Status": {
"main": [
[
{
"node": "Validate::Import Successful",
"type": "main",
"index": 0
}
]
]
},
"Validate::URL Extracted": {
"main": [
[
{
"node": "Apify::Scrape Reel Metadata",
"type": "main",
"index": 0
}
],
[
{
"node": "Respond::Invalid URL",
"type": "main",
"index": 0
}
]
]
},
"Check::Conversion Status": {
"main": [
[
{
"node": "Validate::Conversion Complete",
"type": "main",
"index": 0
}
]
]
},
"Check::Transcript Status": {
"main": [
[
{
"node": "Validate::Transcript Present",
"type": "main",
"index": 0
}
]
]
},
"FreeConvert::Import Reel": {
"main": [
[
{
"node": "Wait",
"type": "main",
"index": 0
}
]
]
},
"Mistral Cloud Chat Model": {
"ai_languageModel": [
[
{
"node": "AI::Generate Hook Ideas & Scripts",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Structured Output Parser": {
"ai_outputParser": [
[
{
"node": "AI::Generate Hook Ideas & Scripts",
"type": "ai_outputParser",
"index": 0
}
]
]
},
"Validate::Speech Detected": {
"main": [
[
{
"node": "AI::Generate Hook Ideas & Scripts",
"type": "main",
"index": 0
}
],
[
{
"node": "Respond::No Speech Found",
"type": "main",
"index": 0
}
]
]
},
"Validate::AI Output Fields": {
"main": [
[
{
"node": "Storage::Log to Google Sheet",
"type": "main",
"index": 0
}
],
[
{
"node": "AI::Generate Hook Ideas & Scripts",
"type": "main",
"index": 0
}
]
]
},
"Apify::Scrape Reel Metadata": {
"main": [
[
{
"node": "Validate::Reel Downloadable",
"type": "main",
"index": 0
}
]
]
},
"Extract::Instagram Reel URL": {
"main": [
[
{
"node": "Validate::URL Extracted",
"type": "main",
"index": 0
}
]
]
},
"Validate::Import Successful": {
"main": [
[
{
"node": "FreeConvert::Submit MP3 Conversion",
"type": "main",
"index": 0
}
],
[
{
"node": "Wait",
"type": "main",
"index": 0
}
]
]
},
"Validate::Reel Downloadable": {
"main": [
[
{
"node": "Download::Reel File",
"type": "main",
"index": 0
}
],
[
{
"node": "Respond::Reel Download Failed1",
"type": "main",
"index": 0
}
]
]
},
"Storage::Log to Google Sheet": {
"main": [
[
{
"node": "Send a text message",
"type": "main",
"index": 0
}
]
]
},
"Validate::Transcript Present": {
"main": [
[
{
"node": "Validate::Speech Detected",
"type": "main",
"index": 0
}
],
[
{
"node": "Wait2",
"type": "main",
"index": 0
}
]
]
},
"Validate::Conversion Complete": {
"main": [
[
{
"node": "Download::MP3 File",
"type": "main",
"index": 0
}
],
[
{
"node": "Wait1",
"type": "main",
"index": 0
}
]
]
},
"AssemblyAI::Submit Transcription": {
"main": [
[
{
"node": "Wait2",
"type": "main",
"index": 0
}
]
]
},
"AI::Generate Hook Ideas & Scripts": {
"main": [
[
{
"node": "Validate::AI Output Fields",
"type": "main",
"index": 0
}
]
]
},
"FreeConvert::Submit MP3 Conversion": {
"main": [
[
{
"node": "Wait1",
"type": "main",
"index": 0
}
]
]
}
}
}
Credentials you'll need
Each integration node will prompt for credentials when you import. We strip credential IDs before publishing — you'll add your own.
googleSheetsOAuth2ApimistralCloudApitelegramApi
Pro
For the full experience including quality scoring and batch install features for each workflow upgrade to Pro
About this workflow
📍Overview This no-code workflow is built for creators, agencies, and operators who want to automate the repurposing of Instagram Reels. It runs end-to-end and outputs structured insights and content-ready scripts—without touching a single tool manually.
Source: https://n8n.io/workflows/6729/ — original creator credit. Request a take-down →
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