Generate Qualified LinkedIn Leads with Apify, GPT-4 & Airtable

This workflow targets sales teams, business development pros, recruiters, and fractional CFO providers by automating the discovery of companies hiring in finance. It uses Apify's LinkedIn Jobs Scraper to extract job postings, company details, and descriptions, eliminating manual browsing.

Data is cleaned by removing duplicates, filtering by company size, and structuring for analysis. It checks against your existing Airtable database to categorize new vs. existing leads, preventing redundant efforts.

GPT-4 Mini provides AI-powered qualification, analyzing leads for relevance, intent, and opportunity score. Qualified leads are upserted into Airtable with structured fields for easy CRM integration and follow-up.

Benefits include massive time savings, higher-quality prospects, reduced duplicates, and scalable lead gen. Ideal for building sales pipelines without spam or inefficiency.