Update scraped contacts with email verification status in sheet

Your scraped contact rows lack verified emails, causing wasted outreach and manual cleanup. It tags rows as successful or failed so you can prioritize verified leads and act the same day.

Overview

If your scraped contacts come back without reliable emails, outreach time is wasted and opportunities slip away. This flow classifies names, applies an email-confidence rule, and marks each spreadsheet row so you and your coordinator can focus only on verified leads the same day.