Some buying triggers only exist on a web page, with no API to pull them from. Apify is the tool we point at those pages. It is a cloud platform for web scraping and browser automation, built to extract structured data on a schedule and hand it to the rest of the stack in a clean, repeatable form that holds at real volume. It runs on serverless programs called Actors. You pick a ready-made one from a store of thousands, point it at a target, and it handles proxies, headless browsers, and anti-bot defenses for you. When a job is genuinely custom, you deploy your own code on the same managed runtime. In a GTM stack Apify lives at the signal and data-collection layer, the step right before enrichment. It scrapes job boards, directories, reviews, maps, and social pages, then feeds those rows into Clay or n8n for enrichment, scoring, and routing into the CRM. We run Apify constantly at Nebor as the raw capture step behind client signal workflows, and it has earned that spot through repeated use. When a trigger lives on a page and nowhere else, an Actor grabs it on a schedule and pipes it straight into the system we build.