Leaderboards

Lead Enrichment

Skills that take a raw lead (name, email, domain) and return structured context: role, company, signal.

Generated 2026-04-20 by claude-opus-4-7

Enrichment skills take a minimal lead record and produce structured context an outreach skill can consume. A good skill distinguishes confirmed facts (from an authoritative source) from inferences (derived or guessed) and refuses to fabricate when evidence is thin. Watch for skills that flatten everything into prose without structure.

Ranking

1. 1

   Lead Enrichment

   by Extruct AI

   Best structured output schema; cleanly separates confirmed facts from inferences.

2. 2

   Lead Enrichment

   by Sacha (ColdIQ)

   Good at finding intent signals from public sources, but output shape is less consistent.