[ { "name": "Glassdoor Gmail apply-list", "description": "Unread Glassdoor job-alert emails -> keep Backend / AI / ML titles (skip Node.js backend) -> HTML digest email.", "active": false, "isArchived": false, "nodes": [ { "parameters": { "pollTimes": { "item": [ { "mode": "everyMinute" } ] }, "simple": false, "filters": { "sender": "noreply@glassdoor.com", "readStatus": "unread" }, "options": {}, "maxResults": 50 }, "type": "n8n-nodes-base.gmailTrigger", "typeVersion": 1.4, "position": [ 80, 176 ], "id": "4ccc35bf-bb09-40dc-99f0-cf48bc3c4b0f", "name": "Gmail Trigger" }, { "parameters": { "assignments": { "assignments": [ { "id": "5fe5c2a3-d060-4ac4-82de-5f00f04bc5d1", "name": "Email body", "value": "={{ $json.text }}", "type": "string" }, { "id": "fb693094-b236-452d-bdf4-715b0123bef2", "name": "Thread Id", "value": "={{ $json.threadId }}", "type": "string" }, { "id": "c0ffee00-d060-4ac4-82de-5f00f04bc5d1", "name": "Message Id", "value": "={{ $json.id }}", "type": "string" } ] }, "options": {} }, "type": "n8n-nodes-base.set", "typeVersion": 3.5, "position": [ 304, 176 ], "id": "ba49cd53-2957-4c3c-b558-3a5a57bc1d0c", "name": "Set content" }, { "parameters": { "modelId": { "__rl": true, "value": "models/gemini-2.5-flash-lite", "mode": "list", "cachedResultName": "models/gemini-2.5-flash-lite" }, "messages": { "values": [ { "content": "=You are a data extraction assistant. Extract job vacancy listings from a Glassdoor job-alert email.\n\nReturn ONLY a valid JSON array, with no markdown, code fences, or explanations.\n\nEach item must have:\n- \"id\": sequential integer starting from 1\n- \"position_name\": the job title as written in the email\n- \"company\": company name if present, otherwise \"\"\n- \"location\": location if present, otherwise \"\"\n- \"link\": the full vacancy URL, copied exactly (do not shorten or invent URLs)\n- \"snippet\": a short nearby text from the email (title, company, location). Do not include unsubscribe or footer text.\n\nInclude only links to a specific job listing (URLs with jobListingId, or glassdoor job listing pages).\n\nIgnore:\n- unsubscribe, privacy, settings, manage alerts\n- \"see more jobs\" search pages\n- \"create job alert\" / related-role / rjtRedirect links\n- social media, logos, tracking pixels\n\nIf there are no vacancy links, return [].\n\nEmail body:\n\"\"\"\n{{ $json['Email body'] }}\n\"\"\"" } ] }, "jsonOutput": true, "builtInTools": {}, "options": {} }, "type": "@n8n/n8n-nodes-langchain.googleGemini", "typeVersion": 1.2, "position": [ 480, 176 ], "id": "ca5fb33d-0aae-4543-b31d-9524804b6e48", "name": "Extract jobs", "executeOnce": false }, { "parameters": { "jsCode": "function parseJobs(content) {\n if (content == null) return [];\n if (Array.isArray(content)) return content;\n if (typeof content === 'object') {\n if (Array.isArray(content.parts) && content.parts[0]?.text) {\n return parseJobs(content.parts[0].text);\n }\n if (Array.isArray(content.jobs)) return content.jobs;\n if (typeof content.link === 'string') return [content];\n return parseJobs(content.text || content.output || content.content);\n }\n if (typeof content === 'string') {\n const cleaned = content.replace(/```json/gi, '').replace(/```/g, '').trim();\n const start = cleaned.indexOf('[');\n const end = cleaned.lastIndexOf(']');\n if (start === -1 || end === -1) return [];\n try {\n return parseJobs(JSON.parse(cleaned.slice(start, end + 1)));\n } catch {\n return [];\n }\n }\n return [];\n}\n\nfunction jobListingId(link) {\n const match = String(link).match(/jobListingId=(\\d+)/i);\n if (match) return match[1];\n const path = String(link).match(/\\/job-listing\\/[^/?]*-([0-9]{8,})/i);\n return path ? path[1] : String(link);\n}\n\nconst setItems = $('Set content').all();\nconst threadId = setItems[0]?.json['Thread Id'] || '';\n\nfunction excerptFor(title, snippet, email) {\n if (snippet) return String(snippet).slice(0, 500);\n const t = String(title || '').trim();\n if (!t) return email.slice(0, 400);\n const idx = email.toLowerCase().indexOf(t.toLowerCase());\n if (idx === -1) return email.slice(0, 400);\n return email.slice(Math.max(0, idx - 120), Math.min(email.length, idx + t.length + 280));\n}\n\nconst seen = new Set();\nconst jobs = [];\nfor (const item of $input.all()) {\n const parsed = parseJobs(item.json.content);\n const email = setItems.map((s) => String(s.json['Email body'] || '')).join('\\n');\n for (const job of parsed) {\n if (!job || typeof job.link !== 'string' || !job.link.startsWith('http')) continue;\n const key = jobListingId(job.link);\n if (seen.has(key)) continue;\n seen.add(key);\n jobs.push({\n id: job.id ?? jobs.length + 1,\n position_name: job.position_name || '',\n company: job.company || '',\n location: job.location || '',\n link: job.link,\n snippet: excerptFor(job.position_name, job.snippet, email),\n thread_id: threadId,\n jobListingId: key,\n });\n }\n}\n\nif (!jobs.length) {\n return [{ json: { gateSkip: true, position_name: '', company: '', location: '', link: '', snippet: '', thread_id: threadId, jobListingId: '' } }];\n}\n\nreturn jobs.map((job) => ({ json: job }));\n", "mode": "runOnceForAllItems" }, "type": "n8n-nodes-base.code", "typeVersion": 2, "position": [ 704, 176 ], "id": "c1a6d0f2-7c41-4f8a-9d2e-3b8c1f0a9e11", "name": "Parse vacancy JSON" }, { "parameters": { "jsCode": "const BACKEND = /back[\\s-]?end/i;\nconst AI = /\\bai\\b|artificial intelligence|ai[\\/\\s-]?ml/i;\nconst ML = /\\bml\\b|machine learning|ai[\\/\\s-]?ml/i;\nconst NODE = /node[\\s.]?js|\\bnodejs\\b/i;\n\nfunction titleOf(job) {\n return String(job.position_name || '');\n}\n\nfunction passesGate(job) {\n const title = titleOf(job);\n const hasBackend = BACKEND.test(title);\n const hasAi = AI.test(title);\n const hasMl = ML.test(title);\n if (!hasBackend && !hasAi && !hasMl) return false;\n if (hasBackend && NODE.test(title)) return false;\n return true;\n}\n\nconst items = $input.all();\nif (items.length === 1 && items[0].json.gateSkip) return items;\n\nconst kept = items.filter((item) => !item.json.gateSkip && passesGate(item.json));\nif (kept.length) return kept.map((item) => ({ json: item.json }));\n\nreturn [{\n json: {\n gateSkip: true,\n position_name: '',\n company: '',\n location: '',\n link: '',\n snippet: '',\n thread_id: items[0]?.json.thread_id || '',\n jobListingId: '',\n },\n}];\n", "mode": "runOnceForAllItems" }, "type": "n8n-nodes-base.code", "typeVersion": 2, "position": [ 928, 176 ], "id": "a1b2c3d4-e5f6-4789-a012-3456789abcde", "name": "Title gate" }, { "parameters": { "modelId": { "__rl": true, "value": "models/gemini-2.5-flash-lite", "mode": "list", "cachedResultName": "models/gemini-2.5-flash-lite" }, "messages": { "values": [ { "content": "=Classify whether this ONE job is worth applying to. Use the title first. Do not invent a stack.\n\nCandidate profile:\n- Track backend: title or role is backend / back-end (any language except Node.js as the primary stack).\n- Track ai_engineer: AI, ML, LLM, GenAI, or machine learning engineer.\n- Reject if the title is backend AND Node.js / nodejs (Node is the primary stack).\n- Reject non-dev roles (pilot, music, GTM, process/maintenance, office, customer service, etc.).\n- A generic \"Backend Engineer\" with no Node.js in the title is apply / backend.\n- Software Engineer with no backend, AI, or ML signal is reject.\n\nJob title: {{ $json.position_name }}\nCompany: {{ $json.company }}\nLocation: {{ $json.location }}\nSnippet:\n\"\"\"\n{{ $json.snippet }}\n\"\"\"\nLink: {{ $json.link }}\n\nReturn ONLY valid JSON:\n{\n \"track\": \"backend\" | \"ai_engineer\" | \"reject\",\n \"apply\": true or false,\n \"reason\": \"one sentence\"\n}\n\napply is true only when track is backend or ai_engineer.\n" } ] }, "jsonOutput": true, "builtInTools": {}, "options": {} }, "type": "@n8n/n8n-nodes-langchain.googleGemini", "typeVersion": 1.2, "position": [ 1264, 80 ], "id": "b2c3d4e5-f6a7-4890-b123-456789abcdef", "name": "Classify stack", "executeOnce": false }, { "parameters": { "jsCode": "function extractJson(value) {\n if (value == null) return {};\n if (typeof value === 'object') {\n if (typeof value.track !== 'undefined' || typeof value.apply !== 'undefined') return value;\n if (Array.isArray(value.parts) && value.parts[0]?.text) return extractJson(value.parts[0].text);\n return extractJson(value.output ?? value.text ?? value.content ?? value.message);\n }\n const str = String(value);\n const fence = str.match(/```(?:json)?\\s*([\\s\\S]*?)```/);\n const raw = (fence ? fence[1] : str).trim();\n const start = raw.indexOf('{');\n const end = raw.lastIndexOf('}');\n if (start === -1 || end === -1) return { track: 'reject', apply: false, reason: raw.slice(0, 200) };\n try {\n return JSON.parse(raw.slice(start, end + 1));\n } catch {\n return { track: 'reject', apply: false, reason: 'Could not parse classifier output' };\n }\n}\n\nconst titleGateItems = $('Title gate').all();\nconst job = (titleGateItems[$itemIndex] || $('Title gate').item).json;\nconst parsed = extractJson($json.content ?? $json);\nconst allowed = new Set(['backend', 'ai_engineer', 'php_laravel']);\nconst track = allowed.has(parsed.track) ? (parsed.track === 'php_laravel' ? 'backend' : parsed.track) : 'reject';\nconst apply = parsed.apply === true && track !== 'reject';\n\nreturn {\n json: {\n ...job,\n track,\n apply,\n reason: parsed.reason || '',\n },\n};\n", "mode": "runOnceForEachItem" }, "type": "n8n-nodes-base.code", "typeVersion": 2, "position": [ 1488, 80 ], "id": "c3d4e5f6-a7b8-4901-c234-56789abcdef0", "name": "Parse classification" }, { "parameters": { "jsCode": "const staticData = $getWorkflowStaticData('global');\nif (!Array.isArray(staticData.sentJobIds)) staticData.sentJobIds = [];\nconst sent = new Set(staticData.sentJobIds.map(String));\nconst fresh = [];\n\nfor (const item of $input.all()) {\n if (item.json.apply !== true) continue;\n const id = String(item.json.jobListingId || item.json.link || '');\n if (!id || sent.has(id)) continue;\n sent.add(id);\n fresh.push(item.json);\n}\n\nstaticData.sentJobIds = Array.from(sent).slice(-2000);\nreturn [{ json: { jobs: fresh } }];\n", "mode": "runOnceForAllItems" }, "type": "n8n-nodes-base.code", "typeVersion": 2, "position": [ 1824, 80 ], "id": "f6a7b8c9-d0e1-4234-f567-89abcdef0123", "name": "Dedupe sent ids" }, { "parameters": { "jsCode": "function esc(value) {\n return String(value ?? '')\n .replace(/&/g, '&')\n .replace(//g, '>')\n .replace(/\"/g, '"');\n}\n\nfunction trackMeta(track) {\n if (track === 'ai_engineer') {\n return { label: 'AI / ML', bg: '#ceead6', fg: '#137333' };\n }\n return { label: 'Backend', bg: '#e8f0fe', fg: '#1967d2' };\n}\n\nfunction wrapEmail(inner, title, subtitle) {\n const font = \"Roboto,Arial,Helvetica,sans-serif\";\n return `\n\n\n \n \n ${esc(title)}\n\n\n \n \n \n \n
\n \n \n \n \n \n \n \n \n \n \n \n \n \n
\n \n \n \n \n \n \n \n
    
\n
\n \n \n \n \n \n
\n \n \n \n \n \n \n \n \n \n
  
  
\n 		Apply list
\n

${esc(title)}

\n

${esc(subtitle)}

\n
\n ${inner}\n
\n Node.js backend titles are skipped. Only new Backend / AI / ML roles are listed.\n
\n
\n\n`;\n}\n\nconst jobs = Array.isArray($json.jobs) ? $json.jobs : [];\nconst date = $now.toFormat('yyyy-MM-dd');\nconst font = \"Roboto,Arial,Helvetica,sans-serif\";\n\nlet reviewed = [];\ntry {\n reviewed = $('Parse vacancy JSON').all()\n .map((item) => item.json)\n .filter((job) => job && job.position_name && !job.gateSkip);\n} catch {\n reviewed = [];\n}\n\nif (!jobs.length) {\n const rows = reviewed.length\n ? reviewed.map((job) => `\n \n \n
${esc(job.position_name)}
\n
${esc(job.company || 'Unknown')} \u00b7 ${esc(job.location || 'Unknown')}
\n \n `).join('')\n : `No vacancy titles extracted.`;\n\n const inner = `\n

\n No Backend / AI / ML roles in the latest Glassdoor alerts.\n

\n

\n Reviewed ${reviewed.length} listing${reviewed.length === 1 ? '' : 's'}\n

\n ${rows}
\n `;\n\n return [{\n json: {\n count: 0,\n subject: `Apply list \u2014 0 jobs \u2014 ${date}`,\n body: wrapEmail(inner, 'No matching jobs', date),\n },\n }];\n}\n\nconst cards = jobs.map((job) => {\n const meta = trackMeta(job.track);\n const company = esc(job.company || 'Unknown');\n const location = esc(job.location || 'Unknown');\n const reason = job.reason\n ? `

${esc(job.reason)}

`\n : '';\n return `\n \n \n \n \n
\n ${meta.label}\n

${esc(job.position_name)}

\n

${company} \u00b7 ${location}

\n ${reason}\n

\n Open listing\n

\n
`;\n}).join('');\n\nconst inner = `\n

\n ${jobs.length} role${jobs.length === 1 ? '' : 's'} worth a look.\n

\n ${cards}\n`;\n\nreturn [{\n json: {\n subject: `Apply list \u2014 ${jobs.length} job${jobs.length === 1 ? '' : 's'} \u2014 ${date}`,\n body: wrapEmail(inner, 'Roles to apply to', `${date} \u00b7 ${jobs.length} match${jobs.length === 1 ? '' : 'es'}`),\n count: jobs.length,\n },\n}];\n", "mode": "runOnceForAllItems" }, "type": "n8n-nodes-base.code", "typeVersion": 2, "position": [ 2048, 176 ], "id": "a7b8c9d0-e1f2-4345-a678-9abcdef01234", "name": "Build digest" }, { "parameters": { "sendTo": "you@example.com", "subject": "={{ $json.subject }}", "emailType": "html", "message": "={{ $json.body }}", "options": { "appendAttribution": false }, "resource": "message", "operation": "send" }, "type": "n8n-nodes-base.gmail", "typeVersion": 2.2, "position": [ 2272, 80 ], "id": "b8c9d0e1-f2a3-4456-b789-abcdef012345", "name": "Send apply list" }, { "parameters": { "conditions": { "options": { "caseSensitive": true, "leftValue": "", "typeValidation": "loose", "version": 2 }, "conditions": [ { "id": "aa11bb22-cc33-4dd4-8ee5-ff6677889900", "leftValue": "={{ $json.gateSkip === true }}", "rightValue": false, "operator": { "type": "boolean", "operation": "false", "singleValue": true } } ], "combinator": "and" } }, "type": "n8n-nodes-base.if", "typeVersion": 2.2, "position": [ 1040, 176 ], "id": "11a22b33-c44d-455e-866f-9778899aabb0", "name": "Has stack candidates" }, { "parameters": { "jsCode": "return [{ json: { jobs: [] } }];", "mode": "runOnceForAllItems" }, "type": "n8n-nodes-base.code", "typeVersion": 2, "position": [ 1824, 368 ], "id": "22b33c44-d55e-466f-9778-8899aabbcc01", "name": "Empty apply list" }, { "parameters": { "jsCode": "const ids = new Set();\nfor (const item of $('Gmail Trigger').all()) {\n const id = item.json.id;\n if (id) ids.add(String(id));\n}\nreturn Array.from(ids).map((messageId) => ({ json: { messageId } }));\n", "mode": "runOnceForAllItems" }, "type": "n8n-nodes-base.code", "typeVersion": 2, "position": [ 2272, 368 ], "id": "55e66f77-a889-499a-aaab-bbccddeeff04", "name": "Trigger message ids" }, { "parameters": { "resource": "message", "operation": "markAsRead", "messageId": "={{ $json.messageId || $json.id }}" }, "type": "n8n-nodes-base.gmail", "typeVersion": 2.2, "position": [ 2496, 368 ], "id": "778899aa-c00b-4bbc-cccd-ddeeff001106", "name": "Mark Glassdoor read" } ], "connections": { "Gmail Trigger": { "main": [ [ { "node": "Set content", "type": "main", "index": 0 } ] ] }, "Set content": { "main": [ [ { "node": "Extract jobs", "type": "main", "index": 0 } ] ] }, "Extract jobs": { "main": [ [ { "node": "Parse vacancy JSON", "type": "main", "index": 0 } ] ] }, "Parse vacancy JSON": { "main": [ [ { "node": "Title gate", "type": "main", "index": 0 } ] ] }, "Title gate": { "main": [ [ { "node": "Has stack candidates", "type": "main", "index": 0 } ] ] }, "Classify stack": { "main": [ [ { "node": "Parse classification", "type": "main", "index": 0 } ] ] }, "Parse classification": { "main": [ [ { "node": "Dedupe sent ids", "type": "main", "index": 0 } ] ] }, "Dedupe sent ids": { "main": [ [ { "node": "Build digest", "type": "main", "index": 0 } ] ] }, "Build digest": { "main": [ [ { "node": "Send apply list", "type": "main", "index": 0 }, { "node": "Trigger message ids", "type": "main", "index": 0 } ] ] }, "Has stack candidates": { "main": [ [ { "node": "Classify stack", "type": "main", "index": 0 } ], [ { "node": "Empty apply list", "type": "main", "index": 0 } ] ] }, "Empty apply list": { "main": [ [ { "node": "Build digest", "type": "main", "index": 0 } ] ] }, "Trigger message ids": { "main": [ [ { "node": "Mark Glassdoor read", "type": "main", "index": 0 } ] ] } }, "settings": { "executionOrder": "v1", "binaryMode": "separate" }, "staticData": null, "meta": { "templateCredsSetupCompleted": true }, "pinData": {} } ]