{"product_id":"upwork-gig-triage-proposal-drafting-n8n-codex-llm","title":"Upwork Gig Triage \u0026 Proposal Drafting (n8n + Codex LLM)","description":"\u003ch3\u003eGet Upwork job triage + proposal drafts automatically—every hour\u003c\/h3\u003e\n\u003cp\u003eThis n8n workflow scans Upwork for the best matching gigs, scores and flags risk signals, then uses an \u003cstrong\u003en8n + Codex LLM\u003c\/strong\u003e flow to produce an LLM-based analysis and \u003cstrong\u003edraft proposal\u003c\/strong\u003e for the top opportunity. It also generates a quick batch digest so you can act fast.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this workflow does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eRuns hourly (or on-demand):\u003c\/strong\u003e pulls a dashboard snapshot from a local API endpoint.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eSearches Upwork by multiple keywords:\u003c\/strong\u003e fans out across a predefined keyword list, querying a local Upwork search API for recent jobs per keyword.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eDeduplicates by job ID:\u003c\/strong\u003e flattens results into a single list and removes duplicates.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eEnriches each gig with deep job intel:\u003c\/strong\u003e fetches detailed information via a local API, then calculates an \u003cstrong\u003eopportunity score\u003c\/strong\u003e and tags each gig as \u003cstrong\u003eHOT \/ WATCH \/ SKIP\u003c\/strong\u003e.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eFlags trust risks:\u003c\/strong\u003e computes a \u003cstrong\u003etrust-gap signal\u003c\/strong\u003e from client feedback metrics and routes gigs accordingly.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eGenerates proposal content for the best match:\u003c\/strong\u003e selects the top \u003cstrong\u003eHOT\u003c\/strong\u003e gig and calls local LLM endpoints to create a fit analysis and a draft proposal, bundling both with the gig intel.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eProduces a human-readable digest:\u003c\/strong\u003e summarizes scanned gigs, highlights top HOT items, and lists trust-gap alerts.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eAutomation engineers who want an end-to-end Upwork pipeline: search → scoring → risk flagging → draft output.\u003c\/li\u003e\n  \u003cli\u003eSaaS operators who bid frequently and need hourly review of promising leads without manual triage.\u003c\/li\u003e\n  \u003cli\u003eFreelancers\/teams managing multiple services who want keyword-based job discovery and faster proposal drafting.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eLocal MCP bridge\/API endpoints:\u003c\/strong\u003e \u003ccode\u003ehttp:\/\/localhost:4178\/api\/search\u003c\/code\u003e, \u003ccode\u003e\/api\/job\u003c\/code\u003e, \u003ccode\u003e\/api\/analyze\u003c\/code\u003e, \u003ccode\u003e\/api\/draft\u003c\/code\u003e, and \u003ccode\u003e\/api\/dashboard\u003c\/code\u003e.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eCore n8n nodes:\u003c\/strong\u003e code, no op, limit, switch, sticky note, and http request.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eSetup step:\u003c\/strong\u003e update the keyword list to match your services; if the API is not on localhost:4178, replace the base URL.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003cp\u003e\u003cstrong\u003eBest for:\u003c\/strong\u003e n8n users and automation engineers seeking an SEO-friendly, measurable Upwork lead scoring workflow with LLM-generated proposal drafts.\u003c\/p\u003e","brand":"N8N Commerce","offers":[{"title":"Default Title","offer_id":45889875673267,"sku":"N8N-18595","price":39.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0749\/6279\/6723\/files\/5ctvBns8udQvWCyvq85HS_yEljvvk5.png?v=1787498898","url":"https:\/\/buyflowscripts.com\/products\/upwork-gig-triage-proposal-drafting-n8n-codex-llm","provider":"N8N Commerce","version":"1.0","type":"link"}