Scoring scale
Scoring criteria
ICP fit (40%)- Company size match
- Industry match
- Funding stage match
- Geography match
- Recent trigger events (funding, hires, tech changes)
- Time since trigger (fresher = higher score)
- Number of concurrent signals
- Email verification status (valid > catch-all)
- Title seniority (C-level > VP > Director > Manager)
- LinkedIn profile completeness
- Job postings signaling relevant spend
- Tech stack choices that imply budget
- Press coverage and growth signals
Configuration
Lead scoring uses the fast model because it’s pattern matching against defined criteria — not complex reasoning. This keeps scoring fast and cheap across large lists.