Developed a workflow that leverages OpenRouter-based orchestration with metacognitive filtering (via VibeCheck) to pre-qualify cold leads. Accuracy improved by 43% over rule-based sorting pipelines.
Leads Wizard – AI‑Driven Lead Qualification
April 18, 2025
Project snapshot
+56% engagement liftPilot cohortProblem
Founder-led sales teams lose qualified prospects because follow-ups are slow, generic, and emotionally tone-deaf.
Approach
Orchestrated persona modeling, psychological tone mapping, and GPT-4 agents to draft and score outreach grounded in each lead's funnel state.
Outcome
Pilot campaigns recorded 56% higher intake engagement, 45.9% better sentiment, and 17% more qualified leads than templated messaging.
