{"product_id":"zillow-price-cut-finder-n8n-workflow-w-bright-data-gpt-slack","title":"Zillow Price Cut Finder n8n Workflow w\/ Bright Data, GPT \u0026 Slack","description":"\u003ch3\u003eZillow Price Cut Finder for n8n (w\/ Bright Data, GPT \u0026amp; Slack) — daily deals, automatically\u003c\/h3\u003e\n\u003cp\u003eThis n8n workflow runs daily (or on demand) to discover Zillow listings with \u003cstrong\u003eBright Data\u003c\/strong\u003e, detect \u003cstrong\u003erecent price cuts\u003c\/strong\u003e and potentially \u003cstrong\u003eunderpriced homes\u003c\/strong\u003e, then scores and summarizes the best opportunities using \u003cstrong\u003eGPT\u003c\/strong\u003e and sends a ready-to-read digest to \u003cstrong\u003eSlack\u003c\/strong\u003e.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this workflow does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eSchedules or starts via form submission:\u003c\/strong\u003e Run daily or trigger through an n8n form where you enter a target location.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eDiscovers Zillow listings via Bright Data:\u003c\/strong\u003e Starts a Bright Data Zillow discovery dataset using your configured market filters and polls until the snapshot is ready (or times out).\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eCleans and filters results:\u003c\/strong\u003e Downloads discovered listings, removes failed crawl rows and out-of-scope results (e.g., above max price or below minimum beds).\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eBuilds benchmarks with comparable sales:\u003c\/strong\u003e Extracts comparable-sales data and computes a local benchmark \u003cstrong\u003e$ \/ sqft\u003c\/strong\u003e (median comparable sales).\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eDetects price cuts:\u003c\/strong\u003e Analyzes each listing’s price history for explicit “Price change” events and also flags relists at a lower price.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eScores and keeps only top listings:\u003c\/strong\u003e Computes discount\/save-rate signals and a combined score, then retains only qualifying results.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eUses OpenAI for a structured verdict:\u003c\/strong\u003e With \u003cstrong\u003eGPT-5.6\u003c\/strong\u003e, generates a structured verdict, reason, and “watch-out” note per selected listing.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003ePublishes results:\u003c\/strong\u003e Appends final rows to \u003cstrong\u003eGoogle Sheets\u003c\/strong\u003e and posts a formatted digest to a \u003cstrong\u003eSlack\u003c\/strong\u003e channel.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eReal estate operators who want an \u003cstrong\u003eautomated Zillow price-cut alert\u003c\/strong\u003e with benchmarking.\u003c\/li\u003e\n  \u003cli\u003eAutomation engineers deploying an \u003cstrong\u003en8n lead discovery pipeline\u003c\/strong\u003e with scoring + summaries.\u003c\/li\u003e\n  \u003cli\u003eSaaS teams building internal “deal room” workflows backed by Bright Data and OpenAI.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eBright Data\u003c\/strong\u003e via HTTP Header Auth: \u003ccode\u003eAuthorization: Bearer \u0026lt;YOUR_KEY\u0026gt;\u003c\/code\u003e.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eOpenAI (GPT-5.6)\u003c\/strong\u003e for structured verdicts.\u003c\/li\u003e\n  \u003cli\u003eWorkflow logic uses n8n nodes such as: \u003cstrong\u003eif\u003c\/strong\u003e, \u003cstrong\u003eset\u003c\/strong\u003e, \u003cstrong\u003ecode\u003c\/strong\u003e, \u003cstrong\u003eno op\u003c\/strong\u003e, \u003cstrong\u003ewait\u003c\/strong\u003e (and includes Gmail in the provided node stack).\u003c\/li\u003e\n  \u003cli\u003eOutputs: \u003cstrong\u003eGoogle Sheets\u003c\/strong\u003e + \u003cstrong\u003eSlack\u003c\/strong\u003e digest.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cem\u003eNote:\u003c\/em\u003e The workflow includes polling for Bright Data readiness and timeouts, ensuring reliable daily runs.\u003c\/p\u003e","brand":"N8N Commerce","offers":[{"title":"Default Title","offer_id":45872821862579,"sku":"N8N-18467","price":37.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0749\/6279\/6723\/files\/ABD5BONJ11expaJB8bjYk_TbC0BHdH.png?v=1787217235","url":"https:\/\/buyflowscripts.com\/products\/zillow-price-cut-finder-n8n-workflow-w-bright-data-gpt-slack","provider":"N8N Commerce","version":"1.0","type":"link"}