{ "edges": [ { "to": "4c12607c-22dd-450c-9884-b731066140c8", "from": "8af119cd-a57b-4ab8-b1cf-043b8863d6b6", "toPort": "0", "fromPort": "0" }, { "to": "d4f04e25-b69f-47bd-81cf-4f55d62c5094", "from": "4c12607c-22dd-450c-9884-b731066140c8", "toPort": "0", "fromPort": "0" }, { "to": "18ed42a7-22b4-4c6b-99bc-12ba43feadfd", "from": "4c12607c-22dd-450c-9884-b731066140c8", "toPort": "0", "fromPort": "0" }, { "to": "5d8b8491-a548-4cea-bfdb-af5dfe8ccd6c", "from": "d2ffa80e-fc05-4cac-98f4-950c375668b2", "toPort": "0", "fromPort": "0" }, { "to": "9e2eeae8-a23a-456e-9465-527bdee7eef9", "from": "1dafc4ff-5e4f-41dd-a57f-e054f0b5150b", "toPort": "0", "fromPort": "0" }, { "to": "d4ad287f-2b72-4be5-b25a-f0657587f4af", "from": "1dafc4ff-5e4f-41dd-a57f-e054f0b5150b", "toPort": "0", "fromPort": "0" }, { "to": "72d439a3-14f6-4136-97d9-49996ebe7fbb", "from": "1dafc4ff-5e4f-41dd-a57f-e054f0b5150b", "toPort": "0", "fromPort": "0" }, { "to": "05b7851e-c398-4abc-b226-9f31ae19de46", "from": "1dafc4ff-5e4f-41dd-a57f-e054f0b5150b", "toPort": "0", "fromPort": "0" }, { "to": "d3e5fdfd-4430-4a20-bcdf-43c227ee6a49", "from": "1dafc4ff-5e4f-41dd-a57f-e054f0b5150b", "toPort": "0", "fromPort": "0" }, { "to": "967f0073-b839-4114-ab88-485c07f90ffb", "from": "1dafc4ff-5e4f-41dd-a57f-e054f0b5150b", "toPort": "0", "fromPort": "0" }, { "to": "8af119cd-a57b-4ab8-b1cf-043b8863d6b6", "from": "db27ba69-f1f4-4891-8a8a-6b25c2338228", "toPort": "0", "fromPort": "0" }, { "to": "db27ba69-f1f4-4891-8a8a-6b25c2338228", "from": "5d8b8491-a548-4cea-bfdb-af5dfe8ccd6c", "toPort": "0", "fromPort": "0" }, { "to": "d2ffa80e-fc05-4cac-98f4-950c375668b2", "from": "9e2eeae8-a23a-456e-9465-527bdee7eef9", "toPort": "0", "fromPort": "0" }, { "to": "d2ffa80e-fc05-4cac-98f4-950c375668b2", "from": "72d439a3-14f6-4136-97d9-49996ebe7fbb", "toPort": "2", "fromPort": "0" }, { "to": "d2ffa80e-fc05-4cac-98f4-950c375668b2", "from": "05b7851e-c398-4abc-b226-9f31ae19de46", "toPort": "3", "fromPort": "0" }, { "to": "d2ffa80e-fc05-4cac-98f4-950c375668b2", "from": "d3e5fdfd-4430-4a20-bcdf-43c227ee6a49", "toPort": "4", "fromPort": "0" }, { "to": "d2ffa80e-fc05-4cac-98f4-950c375668b2", "from": "d4ad287f-2b72-4be5-b25a-f0657587f4af", "toPort": "1", "fromPort": "0" }, { "to": "d2ffa80e-fc05-4cac-98f4-950c375668b2", "from": "967f0073-b839-4114-ab88-485c07f90ffb", "toPort": "5", "fromPort": "0" }, { "to": "db27ba69-f1f4-4891-8a8a-6b25c2338228", "from": "257a6531-8381-4360-9792-ce6b347d3c60", "toPort": "0", "fromPort": "ai_languageModel" }, { "to": "db27ba69-f1f4-4891-8a8a-6b25c2338228", "from": "cfef3a89-a750-4e58-a1d3-93c0b4db9f2a", "toPort": "0", "fromPort": "ai_tool" } ], "nodes": [ { "id": "db27ba69-f1f4-4891-8a8a-6b25c2338228", "name": "AI Agent", "type": "llm", "params": { "text": "=This is the text that you have to check {{ $json.text_content }}{{ $json.created_at }}{{ $json.username }}{{ $json.profile_url }}{{ $json.post_url }}", "prompt": "=This is the text that you have to check {{ $json.text_content }}{{ $json.created_at }}{{ $json.username }}{{ $json.profile_url }}{{ $json.post_url }}", "options": { "systemMessage": "= You are Hiring Post Classifier & Extractor. Read short social posts and return only posts where the author is hiring an n8n automation engineer in allowed geographies. Deduplicate against Google Sheets before output. If non-passing or duplicate → output nothing. \n\n\nInput (exact shape) is provided as:\n{\n\"text_content\": \"{{ $json.text_content }}\",\n\"created_at\": \"{{ $json.created_at }}\",\n\"post_url\": \"{{ $json.post_url }}\",\n\"username\": \"{{ $json.username }}\",\n\"profile_url\": \"{{ $json.profile_url }}\"\n}\n\nOutput: strict JSON in the same shape (see ), or no output (empty response) if rejected/duplicate.\n\nNo extra fields, no prose, no arrays, no explanations.\n\n\n - No separate bio/location field exists. Infer geography **only from `text_content`** (explicit city/country names found there). - If no location signal appears → treat as **unknown** and **allow** geo rule to pass. - Never fabricate locations. If ambiguous (e.g., “Birmingham”), **do not assume**. \n\n\nAllowed countries (normalized): [\"US\",\"UK\",\"UAE\",\"CA\"]\n\nAliases:\nUS → [\"US\",\"USA\",\"United States\"]\nUK → [\"UK\",\"United Kingdom\",\"England\",\"Scotland\",\"Wales\",\"Northern Ireland\"]\nUAE → [\"UAE\",\"United Arab Emirates\"]\nCA → [\"CA\",\"Canada\"]\n\nStrong city→country inference (examples):\nUS: NYC/New York, Los Angeles/LA, Austin, SF/San Francisco, Chicago\nUK: London, Manchester, Bristol, Leeds\nUAE: Dubai, Abu Dhabi, Sharjah\nCA: Toronto, Vancouver, Montreal, Calgary, Ottawa\n\n\n\nHire-only (author as hirer; no replies/retweets unless restated by author as hirer).\nAccept if text clearly signals an open n8n automation engineer role.\nStrong cues (any): hiring, we’re hiring, hiring:, opening, role, position, join our team, bring on an n8n engineer, seeking an n8n automation engineer, need an automation engineer (n8n), apply, send your portfolio/resume, email to, link to job.\nHelpful (not required): full-time, part-time, contract, paid, salary, compensation.\n\nRole scope:\nAccept when automation duties are explicit with n8n (e.g., n8n engineer, n8n workflow engineer, AI automation engineer with n8n, workflow/no-code/low-code automation engineer mentioning n8n).\nExclude generic software/IT roles without n8n, RPA-only with no n8n mention, “consultant available” posts, and unrelated roles (e.g., videographer, designer).\n\nExclude self-promotion/service ads/bait.\nReject if the author markets themselves/services (e.g., “hire me,” “available for automation projects,” “my rates,” “portfolio,” “book me,” “services,” “I build automations for you”).\nIf the author appears to be a freelancer for hire and the post is ambiguous → treat as self-promo → exclude.\n\nGeography filter.\n\nExplicit location outside allowed set → exclude.\n\nExplicit allowed country/city or strong city signal → pass.\n\nNo location present → pass (unknown).\n\nMultiple locations → pass if any are allowed.\n\nDeduplication via Google Sheets.\nAfter passing 1–3, query the sheet for post_url. If found → output nothing. If not found → proceed to output.\n\n\n\n\nmethod: find(post_url) → returns match if post_url already exists\n\n\n\n\nValidate hire intent (author hiring an n8n automation engineer) and exclude replies/retweets unless author restates as hirer.\nScreen out self-promo/service ads.\nApply geo rules using only text_content.\nIf pass, call Google Sheets to check post_url.\nIf duplicate → no output.\nIf unique → emit strict JSON (exact fields only).\n\n\n For passing, non-duplicate posts, return **only**: { \"text_content\": \"{{ $json.text_content }}\", \"created_at\": \"{{ $json.created_at }}\", \"post_url\": \"{{ $json.post_url }}\", \"username\": \"{{ $json.username }}\", \"profile_url\": \"{{ $json.profile_url }}\" } Otherwise, **return nothing**. " }, "provider": "openai", "promptType": "define", "approximated": true, "systemMessage": "= You are Hiring Post Classifier & Extractor. Read short social posts and return only posts where the author is hiring an n8n automation engineer in allowed geographies. Deduplicate against Google Sheets before output. If non-passing or duplicate → output nothing. \n\n\nInput (exact shape) is provided as:\n{\n\"text_content\": \"{{ $json.text_content }}\",\n\"created_at\": \"{{ $json.created_at }}\",\n\"post_url\": \"{{ $json.post_url }}\",\n\"username\": \"{{ $json.username }}\",\n\"profile_url\": \"{{ $json.profile_url }}\"\n}\n\nOutput: strict JSON in the same shape (see ), or no output (empty response) if rejected/duplicate.\n\nNo extra fields, no prose, no arrays, no explanations.\n\n\n - No separate bio/location field exists. Infer geography **only from `text_content`** (explicit city/country names found there). - If no location signal appears → treat as **unknown** and **allow** geo rule to pass. - Never fabricate locations. If ambiguous (e.g., “Birmingham”), **do not assume**. \n\n\nAllowed countries (normalized): [\"US\",\"UK\",\"UAE\",\"CA\"]\n\nAliases:\nUS → [\"US\",\"USA\",\"United States\"]\nUK → [\"UK\",\"United Kingdom\",\"England\",\"Scotland\",\"Wales\",\"Northern Ireland\"]\nUAE → [\"UAE\",\"United Arab Emirates\"]\nCA → [\"CA\",\"Canada\"]\n\nStrong city→country inference (examples):\nUS: NYC/New York, Los Angeles/LA, Austin, SF/San Francisco, Chicago\nUK: London, Manchester, Bristol, Leeds\nUAE: Dubai, Abu Dhabi, Sharjah\nCA: Toronto, Vancouver, Montreal, Calgary, Ottawa\n\n\n\nHire-only (author as hirer; no replies/retweets unless restated by author as hirer).\nAccept if text clearly signals an open n8n automation engineer role.\nStrong cues (any): hiring, we’re hiring, hiring:, opening, role, position, join our team, bring on an n8n engineer, seeking an n8n automation engineer, need an automation engineer (n8n), apply, send your portfolio/resume, email to, link to job.\nHelpful (not required): full-time, part-time, contract, paid, salary, compensation.\n\nRole scope:\nAccept when automation duties are explicit with n8n (e.g., n8n engineer, n8n workflow engineer, AI automation engineer with n8n, workflow/no-code/low-code automation engineer mentioning n8n).\nExclude generic software/IT roles without n8n, RPA-only with no n8n mention, “consultant available” posts, and unrelated roles (e.g., videographer, designer).\n\nExclude self-promotion/service ads/bait.\nReject if the author markets themselves/services (e.g., “hire me,” “available for automation projects,” “my rates,” “portfolio,” “book me,” “services,” “I build automations for you”).\nIf the author appears to be a freelancer for hire and the post is ambiguous → treat as self-promo → exclude.\n\nGeography filter.\n\nExplicit location outside allowed set → exclude.\n\nExplicit allowed country/city or strong city signal → pass.\n\nNo location present → pass (unknown).\n\nMultiple locations → pass if any are allowed.\n\nDeduplication via Google Sheets.\nAfter passing 1–3, query the sheet for post_url. If found → output nothing. If not found → proceed to output.\n\n\n\n\nmethod: find(post_url) → returns match if post_url already exists\n\n\n\n\nValidate hire intent (author hiring an n8n automation engineer) and exclude replies/retweets unless author restates as hirer.\nScreen out self-promo/service ads.\nApply geo rules using only text_content.\nIf pass, call Google Sheets to check post_url.\nIf duplicate → no output.\nIf unique → emit strict JSON (exact fields only).\n\n\n For passing, non-duplicate posts, return **only**: { \"text_content\": \"{{ $json.text_content }}\", \"created_at\": \"{{ $json.created_at }}\", \"post_url\": \"{{ $json.post_url }}\", \"username\": \"{{ $json.username }}\", \"profile_url\": \"{{ $json.profile_url }}\" } Otherwise, **return nothing**. " }, "position": [ 3024, 1904 ] }, { "id": "8af119cd-a57b-4ab8-b1cf-043b8863d6b6", "name": "If", "type": "if", "params": { "options": {}, "conditions": { "options": { "version": 2, "leftValue": "", "caseSensitive": true, "typeValidation": "strict" }, "combinator": "and", "conditions": [ { "id": "d6b35f7a-4b86-4aa0-a826-c6992ad15da2", "operator": { "type": "string", "operation": "notEquals" }, "leftValue": "={{ $json.output }}", "rightValue": "={}" } ] } }, "position": [ 3376, 1904 ] }, { "id": "257a6531-8381-4360-9792-ce6b347d3c60", "name": "OpenAI Chat Model", "type": "llm", "params": { "model": "gpt-4.1-mini", "options": {}, "provider": "openai" }, "position": [ 3024, 2128 ] }, { "id": "d4f04e25-b69f-47bd-81cf-4f55d62c5094", "name": "Append or update row in sheet", "type": "integration", "params": { "columns": { "value": { "Post": "={{ $json.text_content }}", "Author": "={{ $json.username }}", "Post URL": "={{ $json.post_url }}", "Created at": "={{ $json.created_at }}", "Profile URL": "={{ $json.profile_url }}" }, "schema": [ { "id": "Post", "type": "string", "display": true, "removed": false, "required": false, "displayName": "Post", "defaultMatch": false, "canBeUsedToMatch": true }, { "id": "Created at", "type": "string", "display": true, "required": false, "displayName": "Created at", "defaultMatch": false, "canBeUsedToMatch": true }, { "id": "Author", "type": "string", "display": true, "removed": false, "required": false, "displayName": "Author", "defaultMatch": false, "canBeUsedToMatch": true }, { "id": "Post URL", "type": "string", "display": true, "removed": false, "required": false, "displayName": "Post URL", "defaultMatch": false, "canBeUsedToMatch": true }, { "id": "Profile URL", "type": "string", "display": true, "removed": false, "required": false, "displayName": "Profile URL", "defaultMatch": false, "canBeUsedToMatch": true } ], "mappingMode": "defineBelow", "matchingColumns": [ "Post" ], "attemptToConvertTypes": false, "convertFieldsToString": false }, "options": {}, "service": "googleSheets", "operation": "appendOrUpdate", "sheetName": { "__rl": true, "mode": "list", "value": 294603718, "cachedResultUrl": "https://docs.google.com/spreadsheets/d/1b87NBYctXlv5e-cfjF8XrGgtfLElgnELyDBcumoM2bE/edit#gid=294603718", "cachedResultName": "Thread" }, "documentId": { "__rl": true, "mode": "list", "value": "1b87NBYctXlv5e-cfjF8XrGgtfLElgnELyDBcumoM2bE", "cachedResultUrl": "https://docs.google.com/spreadsheets/d/1b87NBYctXlv5e-cfjF8XrGgtfLElgnELyDBcumoM2bE/edit?usp=drivesdk", "cachedResultName": "X and threads" } }, "position": [ 3824, 1808 ] }, { "id": "4c12607c-22dd-450c-9884-b731066140c8", "name": "Code", "type": "code", "params": { "jsCode": "const results = [];\n\nfor (const item of $input.all()) {\n const data = item.json.output; // This is the string field to be parsed\n\n // Check if data is a valid string before trying to parse\n if (typeof data === 'string' && data.trim() !== '') {\n try {\n const obj = JSON.parse(data); // Attempt to parse the string into a JSON object\n results.push({ json: obj }); // If successful, add it to the results\n } catch (e) {\n // If parsing fails, this block catches the error.\n // We do nothing, effectively skipping the invalid item.\n }\n }\n}\n\nreturn results;\n" }, "position": [ 3600, 1904 ] }, { "id": "cfef3a89-a750-4e58-a1d3-93c0b4db9f2a", "name": "Get row(s) in sheet in Google Sheets", "type": "integration", "params": { "options": {}, "service": "googleSheets", "operation": "read", "sheetName": { "__rl": true, "mode": "list", "value": "gid=0", "cachedResultUrl": "https://docs.google.com/spreadsheets/d/1b87NBYctXlv5e-cfjF8XrGgtfLElgnELyDBcumoM2bE/edit#gid=0", "cachedResultName": "X" }, "documentId": { "__rl": true, "mode": "list", "value": "1b87NBYctXlv5e-cfjF8XrGgtfLElgnELyDBcumoM2bE", "cachedResultUrl": "https://docs.google.com/spreadsheets/d/1b87NBYctXlv5e-cfjF8XrGgtfLElgnELyDBcumoM2bE/edit?usp=drivesdk", "cachedResultName": "X and threads" } }, "position": [ 3152, 2128 ] }, { "id": "1dafc4ff-5e4f-41dd-a57f-e054f0b5150b", "name": "3 hours1", "type": "trigger", "params": { "kind": "n8n-nodes-base.scheduleTrigger", "rule": { "interval": [ { "field": "hours", "hoursInterval": 12 } ] } }, "position": [ 2128, 1904 ] }, { "id": "5d8b8491-a548-4cea-bfdb-af5dfe8ccd6c", "name": "Edit Fields", "type": "set", "params": { "options": {}, "assignments": { "assignments": [ { "id": "773b819d-5075-45d7-9385-3c1522d1d75e", "name": "text_content", "type": "string", "value": "={{ $json.text_content }}" }, { "id": "5a86b5a5-f555-46d0-9548-73f06a5fd76e", "name": "created_at", "type": "string", "value": "={{ $json.created_at }}" }, { "id": "c26f0ddd-7b57-49de-980d-aa253ed4a242", "name": "post_url", "type": "string", "value": "={{ $json.post_url }}" }, { "id": "1930f26c-1b3e-4797-9b94-8f599c9bf7f1", "name": "username", "type": "string", "value": "={{ $json.username }}" }, { "id": "54930669-f800-43fa-a9bd-cd152c91fc59", "name": "profile_url", "type": "string", "value": "={{ $json.profile_url }}" } ] } }, "position": [ 2800, 1904 ] }, { "id": "9e2eeae8-a23a-456e-9465-527bdee7eef9", "name": "HTTP Request2", "type": "http", "params": { "url": "https://api.apify.com/v2/acts/futurizerush~meta-threads-scraper/run-sync-get-dataset-items?", "method": "POST", "options": { "redirect": { "redirect": {} } }, "jsonBody": "{\n \"headless\": true,\n \"keyword\": \"AI automation expert\",\n \"limit\": 50,\n \"mode\": \"keyword\",\n \"searchFilter\": \"recent\"\n}", "sendBody": true, "sendHeaders": true, "specifyBody": "json", "headerParameters": { "parameters": [ { "name": "Accept", "value": "application/json" }, { "name": "Authorization", "value": "Bearer YOUR_TOKEN_HERE" } ] } }, "position": [ 2352, 1520 ] }, { "id": "72d439a3-14f6-4136-97d9-49996ebe7fbb", "name": "HTTP Request7", "type": "http", "params": { "url": "https://api.apify.com/v2/acts/futurizerush~meta-threads-scraper/run-sync-get-dataset-items?", "method": "POST", "options": { "redirect": { "redirect": {} } }, "jsonBody": "{\n \"headless\": true,\n \"keyword\": \"n8n freelance projects\",\n \"limit\": 50,\n \"mode\": \"keyword\",\n \"searchFilter\": \"recent\"\n}", "sendBody": true, "sendHeaders": true, "specifyBody": "json", "headerParameters": { "parameters": [ { "name": "Accept", "value": "application/json" }, { "name": "Authorization", "value": "Bearer YOUR_TOKEN_HERE" } ] } }, "position": [ 2352, 1904 ] }, { "id": "05b7851e-c398-4abc-b226-9f31ae19de46", "name": "HTTP Request8", "type": "http", "params": { "url": "https://api.apify.com/v2/acts/futurizerush~meta-threads-scraper/run-sync-get-dataset-items?", "method": "POST", "options": { "redirect": { "redirect": {} } }, "jsonBody": "{\n \"headless\": true,\n \"keyword\": \"n8n\",\n \"limit\": 50,\n \"mode\": \"keyword\",\n \"searchFilter\": \"recent\"\n}", "sendBody": true, "sendHeaders": true, "specifyBody": "json", "headerParameters": { "parameters": [ { "name": "Accept", "value": "application/json" }, { "name": "Authorization", "value": "Bearer YOUR_TOKEN_HERE" } ] } }, "position": [ 2352, 2096 ] }, { "id": "d3e5fdfd-4430-4a20-bcdf-43c227ee6a49", "name": "HTTP Request9", "type": "http", "params": { "url": "https://api.apify.com/v2/acts/futurizerush~meta-threads-scraper/run-sync-get-dataset-items?", "method": "POST", "options": { "redirect": { "redirect": {} } }, "jsonBody": "{\n \"headless\": true,\n \"keyword\": \"hire n8n\",\n \"limit\": 50,\n \"mode\": \"keyword\",\n \"searchFilter\": \"recent\"\n}", "sendBody": true, "sendHeaders": true, "specifyBody": "json", "headerParameters": { "parameters": [ { "name": "Accept", "value": "application/json" }, { "name": "Authorization", "value": "Bearer YOUR_TOKEN_HERE" } ] } }, "position": [ 2352, 2288 ] }, { "id": "d2ffa80e-fc05-4cac-98f4-950c375668b2", "name": "Merge1", "type": "merge", "params": { "numberInputs": 6 }, "position": [ 2576, 1840 ] }, { "id": "d4ad287f-2b72-4be5-b25a-f0657587f4af", "name": "HTTP Request10", "type": "http", "params": { "url": "https://api.apify.com/v2/acts/futurizerush~meta-threads-scraper/run-sync-get-dataset-items?", "method": "POST", "options": { "redirect": { "redirect": {} } }, "jsonBody": "{\n \"headless\": true,\n \"keyword\": \"n8n expert\",\n \"limit\": 50,\n \"mode\": \"keyword\",\n \"searchFilter\": \"recent\"\n}", "sendBody": true, "sendHeaders": true, "specifyBody": "json", "headerParameters": { "parameters": [ { "name": "Accept", "value": "application/json" }, { "name": "Authorization", "value": "Bearer" } ] } }, "position": [ 2352, 1712 ] }, { "id": "18ed42a7-22b4-4c6b-99bc-12ba43feadfd", "name": "Send a text message1", "type": "integration", "params": { "text": "=Post (using to match): {{ $json.text_content }}, \nCreated at: {{ $json.created_at }}, \nAuthor: {{ $json.username }}, \nPost URL: {{ $json.post_url }}, \nProfile URL: {{ $json.profile_url }}", "service": "telegram", "operation": "read", "additionalFields": {} }, "position": [ 3824, 2000 ] }, { "id": "967f0073-b839-4114-ab88-485c07f90ffb", "name": "HTTP Request11", "type": "http", "params": { "url": "https://api.apify.com/v2/acts/futurizerush~meta-threads-scraper/run-sync-get-dataset-items?", "method": "POST", "options": { "redirect": { "redirect": {} } }, "jsonBody": "{\n \"headless\": true,\n \"keyword\": \"AI automation developer\",\n \"limit\": 50,\n \"mode\": \"keyword\",\n \"searchFilter\": \"recent\"\n}", "sendBody": true, "sendHeaders": true, "specifyBody": "json", "headerParameters": { "parameters": [ { "name": "Accept", "value": "application/json" }, { "name": "Authorization", "value": "Bearer " } ] } }, "position": [ 2352, 2464 ] } ] }

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