{ "name": "Scrape high-engagement LinkedIn posts and auto-post with Gemini images", "nodes": [ { "id": "{{NODE_ID_1}}", "name": "Google Gemini Chat Model", "type": "@n8n/n8n-nodes-langchain.lmChatGoogleGemini", "position": [ 1008, 1952 ] }, { "id": "{{NODE_ID_2}}", "name": "LinkedIn Content Automation Scheduler", "type": "n8n-nodes-base.scheduleTrigger", "position": [ 336, 1200 ] }, { "id": "{{NODE_ID_3}}", "name": "Fetch LinkedIn Profile URLs", "type": "n8n-nodes-base.googleSheets", "position": [ 560, 1200 ] }, { "id": "{{NODE_ID_4}}", "name": "Process Profiles in Batches", "type": "n8n-nodes-base.splitInBatches", "position": [ 784, 1200 ] }, { "id": "{{NODE_ID_5}}", "name": "Scrape LinkedIn Posts API", "type": "n8n-nodes-base.httpRequest", "position": [ 1008, 1136 ] }, { "id": "{{NODE_ID_6}}", "name": "Rate Limiting Delay", "type": "n8n-nodes-base.wait", "position": [ 1232, 1136 ] }, { "id": "{{NODE_ID_7}}", "name": "Filter High-Engagement Posts", "type": "n8n-nodes-base.filter", "position": [ 1456, 1136 ] }, { "id": "{{NODE_ID_8}}", "name": "Save Viral Posts to Sheets", "type": "n8n-nodes-base.googleSheets", "position": [ 1680, 1200 ] }, { "id": "{{NODE_ID_9}}", "name": "New Post Data Trigger", "type": "n8n-nodes-base.googleSheetsTrigger", "position": [ 352, 1760 ] }, { "id": "{{NODE_ID_10}}", "name": "Filter Recent Posts (3 Days)", "type": "n8n-nodes-base.filter", "position": [ 576, 1760 ] }, { "id": "{{NODE_ID_11}}", "name": "Aggregate Trending Content", "type": "n8n-nodes-base.aggregate", "position": [ 800, 1760 ] }, { "id": "{{NODE_ID_12}}", "name": "LinkedIn Content Strategy AI", "type": "@n8n/n8n-nodes-langchain.agent", "position": [ 1024, 1760 ] }, { "id": "{{NODE_ID_13}}", "name": "JSON Output Parser", "type": "@n8n/n8n-nodes-langchain.outputParserStructured", "position": [ 1168, 1984 ] }, { "id": "{{NODE_ID_14}}", "name": "Publish to LinkedIn", "type": "n8n-nodes-base.linkedIn", "position": [ 1584, 1760 ] }, { "id": "{{NODE_ID_15}}", "name": "Extract Analyzed Post URLs", "type": "n8n-nodes-base.code", "position": [ 1792, 1760 ] }, { "id": "{{NODE_ID_16}}", "name": "Mark Posts as Analyzed", "type": "n8n-nodes-base.googleSheets", "position": [ 2016, 1760 ] }, { "id": "{{NODE_ID_17}}", "name": "Generate an image", "type": "@n8n/n8n-nodes-langchain.googleGemini", "position": [ 1376, 1760 ] }, { "id": "{{NODE_ID_18}}", "name": "Sticky Note", "type": "n8n-nodes-base.stickyNote", "position": [ -336, 1264 ], "parameters": { "width": 480, "height": 640, "content": "## LinkedIn Viral Content Automation\n\nThis workflow automates LinkedIn content discovery and creation by scraping high-engagement posts, analyzing trends with AI, and publishing optimized content.\n\n##" } }, { "id": "{{NODE_ID_19}}", "name": "Sticky Note2", "type": "n8n-nodes-base.stickyNote", "position": [ 352, 1008 ], "parameters": { "width": 288, "height": null, "content": "## Profile Scraping\n\nScheduled trigger runs every 12 hours to fetch LinkedIn profile URLs from Google Sheets and process them in batches of 3 to avoid rate limits." } }, { "id": "{{NODE_ID_20}}", "name": "Sticky Note3", "type": "n8n-nodes-base.stickyNote", "position": [ 1024, 944 ], "parameters": { "width": 288, "height": null, "content": "## Post Extraction\n\nCalls Apify API to scrape recent LinkedIn posts from each profile. Includes 3-second delay between requests to respect API rate limits." } }, { "id": "{{NODE_ID_21}}", "name": "Sticky Note4", "type": "n8n-nodes-base.stickyNote", "position": [ 1440, 944 ], "parameters": { "width": 336, "height": null, "content": "## Engagement Filtering\n\nFilters posts with high engagement (20+ likes, comments, or reposts) and saves viral content to Google Sheets for analysis." } }, { "id": "{{NODE_ID_22}}", "name": "Sticky Note5", "type": "n8n-nodes-base.stickyNote", "position": [ 352, 1552 ], "parameters": { "width": 320, "height": null, "content": "## Data Monitoring\n\nTriggers when new rows are added to Google Sheets. Filters unprocessed posts from the last 3 days and aggregates data for AI analysis." } }, { "id": "{{NODE_ID_23}}", "name": "Sticky Note6", "type": "n8n-nodes-base.stickyNote", "position": [ 832, 2128 ], "parameters": { "width": 448, "height": null, "content": "## AI Content Strategy\n\nGoogle Gemini analyzes trending patterns from aggregated posts and generates original LinkedIn content following platform best practices. Outputs structured JSON with title, po" } }, { "id": "{{NODE_ID_24}}", "name": "Sticky Note7", "type": "n8n-nodes-base.stickyNote", "position": [ 1376, 1568 ], "parameters": { "width": 288, "height": null, "content": "## Visual Generation\n\nGenerates professional LinkedIn-optimized images using Google Imagen based on AI-created prompts." } }, { "id": "{{NODE_ID_25}}", "name": "Sticky Note8", "type": "n8n-nodes-base.stickyNote", "position": [ 1840, 1936 ], "parameters": { "width": 288, "height": null, "content": "## Status Tracking\n\nExtracts processed post URLs and marks them as analyzed in Google Sheets to prevent duplicate processing." } } ], "connections": { "Generate an image": { "main": [ [ { "node": "Publish to LinkedIn", "type": "main", "index": 0 } ] ] }, "JSON Output Parser": { "ai_outputParser": [ [ { "node": "LinkedIn Content Strategy AI", "type": "ai_outputParser", "index": 0 } ] ] }, "Publish to LinkedIn": { "main": [ [ { "node": "Extract Analyzed Post URLs", "type": "main", "index": 0 } ] ] }, "Rate Limiting Delay": { "main": [ [ { "node": "Filter High-Engagement Posts", "type": "main", "index": 0 } ] ] }, "New Post Data Trigger": { "main": [ [ { "node": "Filter Recent Posts (3 Days)", "type": "main", "index": 0 } ] ] }, "Google Gemini Chat Model": { "ai_languageModel": [ [ { "node": "LinkedIn Content Strategy AI", "type": "ai_languageModel", "index": 0 } ] ] }, "Scrape LinkedIn Posts API": { "main": [ [ { "node": "Rate Limiting Delay", "type": "main", "index": 0 } ] ] }, "Aggregate Trending Content": { "main": [ [ { "node": "LinkedIn Content Strategy AI", "type": "main", "index": 0 } ] ] }, "Extract Analyzed Post URLs": { "main": [ [ { "node": "Mark Posts as Analyzed", "type": "main", "index": 0 } ] ] }, "Save Viral Posts to Sheets": { "main": [ [ { "node": "Process Profiles in Batches", "type": "main", "index": 0 } ] ] }, "Fetch LinkedIn Profile URLs": { "main": [ [ { "node": "Process Profiles in Batches", "type": "main", "index": 0 } ] ] }, "Process Profiles in Batches": { "main": [ [], [ { "node": "Scrape LinkedIn Posts API", "type": "main", "index": 0 } ] ] }, "Filter High-Engagement Posts": { "main": [ [ { "node": "Save Viral Posts to Sheets", "type": "main", "index": 0 } ] ] }, "Filter Recent Posts (3 Days)": { "main": [ [ { "node": "Aggregate Trending Content", "type": "main", "index": 0 } ] ] }, "LinkedIn Content Strategy AI": { "main": [ [ { "node": "Generate an image", "type": "main", "index": 0 } ] ] }, "LinkedIn Content Automation Scheduler": { "main": [ [ { "node": "Fetch LinkedIn Profile URLs", "type": "main", "index": 0 } ] ] } } }