{"product_id":"ai-powered-linkedin-job-scraper-amp-cold-email-lead-engine-full-n8n-workflow","title":"AI-Powered LinkedIn Job Scraper \u0026 Cold Email Lead Engine – Full n8n Workflow","description":"\u003ch3\u003e\u003c\/h3\u003e\n\u003cp\u003eThis automation is a \u003cstrong\u003ecomplete AI-driven LinkedIn Job Scraper + Lead Qualification + Company Analysis + Cold Email Generator + Instantly Lead Uploader\u003c\/strong\u003e, built to fully automate B2B lead generation.\u003c\/p\u003e\n\u003cp\u003eThe workflow \u003cstrong\u003escrapes LinkedIn jobs\u003c\/strong\u003e, extracts company URLs, scrapes company websites, cleans data, analyzes the business with AI, finds emails, generates personalized multi-step cold email sequences, and automatically uploads leads to \u003cstrong\u003eInstantly.ai\u003c\/strong\u003e — ready to send.\u003c\/p\u003e\n\u003cp\u003eEverything described below is fully backed by the JSON.\u003cbr\u003e\u003c\/p\u003e\n\u003chr\u003e\n\u003ch1\u003e\u003cstrong\u003eWHAT THIS AUTOMATION DOES (MODULE-BY-MODULE)\u003c\/strong\u003e\u003c\/h1\u003e\n\u003ch2\u003e\u003cstrong\u003e1. Start Trigger + Multi-Pipeline Merge\u003c\/strong\u003e\u003c\/h2\u003e\n\u003cp\u003eThe workflow begins manually (via “Test Workflow”), then triggers the \u003cstrong\u003eApify LinkedIn Job Scraper\u003c\/strong\u003e.\u003c\/p\u003e\n\u003cp\u003eThe \u003cstrong\u003eMerge node\u003c\/strong\u003e waits for both leads and dataset confirmation.\u003c\/p\u003e\n\u003chr\u003e\n\u003ch2\u003e\u003cstrong\u003e2. Scrape LinkedIn Jobs Using Apify\u003c\/strong\u003e\u003c\/h2\u003e\n\u003cp\u003e\u003cstrong\u003eHTTP Request → Apify Actor\u003c\/strong\u003e\u003cbr\u003eScrapes:\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eJob titles\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eCompany names\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eLocation (United States)\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003ePoster name\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eCompany URL\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eDataset ID\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eConfigured with proxy \u0026amp; custom filters.\u003c\/p\u003e\n\u003chr\u003e\n\u003ch2\u003e\u003cstrong\u003e3. Retrieve LinkedIn Dataset Automatically\u003c\/strong\u003e\u003c\/h2\u003e\n\u003cp\u003eThe workflow retrieves the JSON dataset at:\u003cbr\u003e\u003ccode\u003ehttps:\/\/api.apify.com\/v2\/datasets\/{{datasetId}}\/items?format=json\u003c\/code\u003e\u003c\/p\u003e\n\u003cp\u003eIf the dataset is empty, the workflow waits and retries via the \u003cstrong\u003eDataset Availability Check\u003c\/strong\u003e.\u003c\/p\u003e\n\u003chr\u003e\n\u003ch2\u003e\u003cstrong\u003e4. Scrape LinkedIn Company Profile\u003c\/strong\u003e\u003c\/h2\u003e\n\u003cp\u003eEach job result contains \u003cstrong\u003ecompanyUrl\u003c\/strong\u003e, which is scraped using HTTP Request.\u003cbr\u003eExtracts:\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eAbout text\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eProfile details\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eIndustries\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eCompany size\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eDescription\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eAddress\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eWebsite link\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eThe HTML is then cleaned using multiple \u003cstrong\u003eRemove HTML\u003c\/strong\u003e code nodes that strip scripts, styles, tags, and formatting.\u003c\/p\u003e\n\u003chr\u003e\n\u003ch2\u003e\u003cstrong\u003e5. Identify Company Website from LinkedIn Content (GPT-4o-mini)\u003c\/strong\u003e\u003c\/h2\u003e\n\u003cp\u003eUsing AI, the workflow extracts the real company homepage URL from unstructured LinkedIn text.\u003c\/p\u003e\n\u003chr\u003e\n\u003ch2\u003e\u003cstrong\u003e6. Scrape the Company Website (Homepage HTML)\u003c\/strong\u003e\u003c\/h2\u003e\n\u003cp\u003eHTTP Request fetches full HTML of the company homepage, then removes HTML again using dedicated cleaning nodes.\u003c\/p\u003e\n\u003cp\u003eThis produces clean plaintext content for advanced analysis.\u003c\/p\u003e\n\u003chr\u003e\n\u003ch2\u003e\u003cstrong\u003e7. Extract Emails Automatically (AnyMailFinder API)\u003c\/strong\u003e\u003c\/h2\u003e\n\u003cp\u003eQueries:\u003cbr\u003e\u003ccode\u003ehttps:\/\/api.anymailfinder.com\/v5.0\/search\/company.json?domain=companydomain.com\u003c\/code\u003e\u003c\/p\u003e\n\u003cp\u003eReturns:\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003ePrimary email\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eDepartment emails\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eContact emails\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eDomain-based emails\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003chr\u003e\n\u003ch2\u003e\u003cstrong\u003e8. AI-Powered Company Analysis (GPT-4o-mini)\u003c\/strong\u003e\u003c\/h2\u003e\n\u003ch3\u003e\u003cstrong\u003eA. Extract Testimonials, Growth, Case Studies\u003c\/strong\u003e\u003c\/h3\u003e\n\u003cp\u003eAI scans cleaned homepage content to extract:\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eTestimonials\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eGrowth milestones\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eSuccess stories\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003e\u003cstrong\u003eB. Full Company Analysis Report\u003c\/strong\u003e\u003c\/h3\u003e\n\u003cp\u003eAI analyzes:\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eProducts \u0026amp; services\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eB2B\/B2C model\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eIndustry\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eICP\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eValue proposition\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003ePain points\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eKey messaging\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eSuccess stories\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eOpportunities to sell them outbound service\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003chr\u003e\n\u003ch2\u003e\u003cstrong\u003e9. Clean Company Name\u003c\/strong\u003e\u003c\/h2\u003e\n\u003cp\u003eTwo versions of “Clean Company Name” refine the brand name into a conversational version.\u003cbr\u003eE.g. “Hatch LLC, Inc” → “Hatch”\u003c\/p\u003e\n\u003chr\u003e\n\u003ch2\u003e\u003cstrong\u003e10. Extract First Name from Email (GPT-4o)\u003c\/strong\u003e\u003c\/h2\u003e\n\u003cp\u003eAI examines email structure and extracts:\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eHumanized first name\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eRemoves digits\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eCapitalizes correctly\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003chr\u003e\n\u003ch2\u003e\u003cstrong\u003e11. Generate Personalized Cold Emails (GPT-4o-mini)\u003c\/strong\u003e\u003c\/h2\u003e\n\u003ch3\u003e\u003cstrong\u003eCold Email Version 1\u003c\/strong\u003e\u003c\/h3\u003e\n\u003cp\u003eA 3-line outreach message using:\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eTestimonials\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003ePain points\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eClean company name\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eRole insights\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eCase studies\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003e\u003cstrong\u003eCold Email Version 2\u003c\/strong\u003e\u003c\/h3\u003e\n\u003cp\u003eConversational outreach based on company achievements and SDR job openings.\u003c\/p\u003e\n\u003chr\u003e\n\u003ch2\u003e\u003cstrong\u003e12. Auto-Upload Lead to Instantly.ai\u003c\/strong\u003e\u003c\/h2\u003e\n\u003cp\u003eLeads are uploaded automatically with:\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eEmail\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eFirst name\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eCompany name\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eWebsite domain\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003ePersonalized intro lines\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eCustom variables:\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eEmail 1-1 \/ 1-2 \/ 1-3 \/ 1-4\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eEmail 2-1 \/ 2-2 \/ 2-3\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eEmail 3-1 \/ 3-2\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003chr\u003e\n\u003ch1\u003e\u003cstrong\u003eWHAT YOU GET IN THIS PRODUCT\u003c\/strong\u003e\u003c\/h1\u003e\n\u003ch3\u003e\u003cstrong\u003e✓ Full n8n Workflow (JSON File)\u003c\/strong\u003e\u003c\/h3\u003e\n\u003cp\u003ePreconfigured with all nodes:\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eApify Job Scraper\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eLinkedIn Profile Scraper\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eCompany Website Scraper\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eHTML Parsing System\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eAnyMailFinder integration\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eGPT-4o and GPT-4o-mini integration\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eInstantly.ai upload\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eGrowth analysis modules\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eTestimonial extraction\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eCompany URL extraction\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eCold email generator (2 versions)\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003e\u003cstrong\u003e✓ AI-Powered Data Extraction\u003c\/strong\u003e\u003c\/h3\u003e\n\u003cp\u003eAutomatically turns:\u003c\/p\u003e\n\u003cp\u003eLinkedIn → Structured Data → Clean Website Text → Business Insights → Emails.\u003c\/p\u003e\n\u003ch3\u003e\u003cstrong\u003e✓ Instant Lead Upload\u003c\/strong\u003e\u003c\/h3\u003e\n\u003cp\u003eEvery processed company becomes a \u003cstrong\u003eready-to-send Instantly lead\u003c\/strong\u003e.\u003c\/p\u003e\n\u003ch3\u003e\u003cstrong\u003e✓ Cold Email Engine\u003c\/strong\u003e\u003c\/h3\u003e\n\u003cp\u003eGenerates:\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e3-line hyper-personalized cold email\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eExpanded conversational cold email\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eMulti-email variables for follow-ups\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003e\u003cstrong\u003e✓ Fully Automated Job → Lead → Email Pipeline\u003c\/strong\u003e\u003c\/h3\u003e\n\u003cp\u003eZero manual scraping.\u003cbr\u003eZero manual writing.\u003cbr\u003eZero manual uploading.\u003c\/p\u003e\n\u003chr\u003e\n\u003ch1\u003e\u003cstrong\u003eWHO THIS SYSTEM IS FOR\u003c\/strong\u003e\u003c\/h1\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eLead generation agencies\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eAI automation agencies\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eSMMAs\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eB2B outbound agencies\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eRecruiters\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eAppointment setters\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eSkool group owners\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eThose targeting hiring companies\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003chr\u003e\n\u003ch1\u003e\u003cstrong\u003eWHY THIS WORKFLOW IS EXTREMELY POWERFUL\u003c\/strong\u003e\u003c\/h1\u003e\n\u003cp\u003eImagine this happening automatically:\u003c\/p\u003e\n\u003col\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eScrape LinkedIn jobs\u003c\/strong\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eFind the company\u003c\/strong\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eIdentify the website\u003c\/strong\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eScrape homepage\u003c\/strong\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eClean the text\u003c\/strong\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eFind decision-maker emails\u003c\/strong\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eAnalyze the company with GPT-4o\u003c\/strong\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eGenerate 2 cold emails\u003c\/strong\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eUpload everything to Instantly\u003c\/strong\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ol\u003e\n\u003cp\u003eThis turns you into a \u003cstrong\u003e24\/7 autonomous lead generation machine\u003c\/strong\u003e.\u003c\/p\u003e\n\u003chr\u003e\n\u003cp\u003eTurn 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