5 Apify webhook patterns that turn one-off scrapers into reliable data pipelines

5 Apify webhook patterns that turn one-off scrapers into reliable data pipelines This article was drafted with AI assistance and edited by a human author. All metrics and patterns come from actors I personally maintain on Apify. I maintain 79 Apify actors (32 public on the Store). The Trustpilot review scraper alone has 954 runs across 3 paying users; the Reddit scraper has 84; the email extractor has 109. The runs themselves work — proxies rotate, pagination terminates, output lands in the data