Live
Sales & Leads
Lead Qualifier
Drop in a list of companies or leads and get back a clean, deduped, qualified set ready for outreach.
Input: CSV / lead list
Output: Qualified, deduped set
Mode: Managed service
What it does
Lead Qualifier takes raw lead or company data and scores software/company fit automatically. It classifies each domain, reuses a cache so it does not pay to re-check what it already knows, and only calls a model when a domain is new or stale.
It dedupes people intelligently (LinkedIn / name / company-domain / email fallback) so the same person never lands twice, and writes the qualified result to your working store.
Key features
- Domain and company-fit classification from a CSV or list
- Smart cache reuse - fast and cheap on repeat domains
- Model classification only for uncached or stale domains
- Person-level dedupe with multiple fallback keys
- Handles large lists with supervised, hardened batches
What we offer
Lead Qualifier is live and used on real client lists. It runs as a managed service - you hand us the list, we return the qualified output. Access is granted per engagement.