Effective engagement scoring models typically include: first-party signals (website visits, content consumption, form fills, email engagement), second-party signals (event attendance, partner referrals), and third-party intent data (topic research on third-party sites). Weight each signal by its proximity to a buying decision — direct outreach responses and demo requests should carry the highest weights.