{"product_id":"apify-lead-enrichment-n8n-workflow-unhappy-review-scraping","title":"Apify Lead Enrichment n8n Workflow: Unhappy Review Scraping","description":"\u003ch3\u003eTurn unhappy reviews into enriched leads—automatically\u003c\/h3\u003e\n\u003cp\u003eThis \u003cstrong\u003eApify Lead Enrichment n8n Workflow: Unhappy Review Scraping\u003c\/strong\u003e runs on a schedule to scrape \u003cem\u003elow-rated reviews\u003c\/em\u003e from competitor sites, identify unhappy reviewers (rating \u003cstrong\u003e2 or below\u003c\/strong\u003e), and enrich them with \u003cstrong\u003everified email contacts\u003c\/strong\u003e—so you can build a cleaner, more actionable pipeline.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this workflow does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eRuns weekly\u003c\/strong\u003e to continuously source new signals from the market.\u003c\/li\u003e\n  \u003cli\u003eUses an \u003cstrong\u003eHTTP Request\u003c\/strong\u003e to trigger an \u003cstrong\u003eApify actor\u003c\/strong\u003e that collects the most recent reviews for a configurable list of competitor company URLs.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003ePolls Apify every 15 seconds\u003c\/strong\u003e until the actor run succeeds (or the maximum number of polls is reached).\u003c\/li\u003e\n  \u003cli\u003eDownloads the scraped review dataset from Apify once the run is successful.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eFilters for unhappy reviewers\u003c\/strong\u003e: rating \u003cstrong\u003e2 or below\u003c\/strong\u003e, requiring a \u003cstrong\u003efirst and last name\u003c\/strong\u003e.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eMaps country codes to country names\u003c\/strong\u003e and prepares an input payload for contact discovery.\u003c\/li\u003e\n  \u003cli\u003eRuns a \u003cstrong\u003esecond Apify actor\u003c\/strong\u003e to find \u003cstrong\u003everified email contacts\u003c\/strong\u003e for each reviewer, then downloads the resulting dataset.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eFilters incomplete records\u003c\/strong\u003e and outputs structured lead data, including: \u003cstrong\u003ename\u003c\/strong\u003e, \u003cstrong\u003everified email\u003c\/strong\u003e, \u003cstrong\u003eLinkedIn URL\u003c\/strong\u003e, \u003cstrong\u003elocation\u003c\/strong\u003e, and \u003cstrong\u003eorganization details\u003c\/strong\u003e.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eFind and target prospects who are actively dissatisfied with competitor solutions.\u003c\/li\u003e\n  \u003cli\u003eFeed a sales development (SDR) or growth team with enriched leads based on recent review intent.\u003c\/li\u003e\n  \u003cli\u003eContinuously expand a B2B contact list using \u003cstrong\u003en8n automation\u003c\/strong\u003e plus Apify-driven enrichment.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eNodes used\u003c\/strong\u003e: if, set, code, wait, sticky note, http request.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eApify integration\u003c\/strong\u003e: start actor runs, poll status every 15 seconds, and fetch datasets.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eSetup\u003c\/strong\u003e: add your \u003cstrong\u003eApify API token\u003c\/strong\u003e via HTTP authentication (and replace any hard-coded token query parameters with your own).\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eConfiguration\u003c\/strong\u003e: update \u003ccode\u003ecompanyUrls\u003c\/code\u003e and set \u003ccode\u003emaxReviewsPerCompany\u003c\/code\u003e to control review volume.\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"N8N Commerce","offers":[{"title":"Default Title","offer_id":46001855660211,"sku":"N8N-19466","price":48.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0749\/6279\/6723\/files\/PrBlT5m0R5a5Se0QjKYTZ_PNGxohEt.png?v=1789117722","url":"https:\/\/buyflowscripts.com\/products\/apify-lead-enrichment-n8n-workflow-unhappy-review-scraping","provider":"N8N Commerce","version":"1.0","type":"link"}