Data-backed insights from 939 B2B companies (Q1-Q3 2025)
B2B lead conversion requires an average of 8 touchpoints. By segment: SMB 5-7 touches, Mid-Market 8-10 touches, Enterprise 12-15 touches. Channel mix: Email 40%, Calls 25%, LinkedIn 20%, Events 10%, Other 5%. Source: Optifai Sales Ops Benchmark (N=939 companies, Q1-Q3 2025)
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Faster decision cycles, fewer stakeholders
Moderate complexity, 2-3 stakeholders
Complex sales, 5+ stakeholders, legal/procurement
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Data last updated: February 16, 2026
Impacted metrics:
Regularly updated with latest industry data

Led by Yusuke Onishi (Founder & CEO) with 15+ years of B2B sales operations experience. Our research team analyzes pipeline data from 939+ companies to deliver actionable benchmarks for sales leaders.