Building a Resilient Lead Enrichment Automation Engine That Drops Invalid Domains Automatically
Lead enrichment automation that does not filter domains before enrichment is a credit burning machine. Every Clay Data Credit, every Apollo export slot spent on a Gmail address, a disposable domain, or a defunct company produces nothing downstream. The fix is a seven-layer domain filter that runs before any enrichment API is called. This guide builds that filter and wires it into a full waterfall enrichment pipeline.
