BIRDSONG RESEARCH

What the field actually says.

Published studies from Birdsong interviews. Every finding traceable to a named number of in-depth conversations with people doing the work.

Duplicate records accumulating with manual, inconsistent cleanup10/16
Unmatched or unassigned leads sitting in a manual queue for a day or more8/16
Stale records with no owner or scheduled cleanup6/16
MERIDIAN OPS

Lead Routing, CRM Data Quality, and Marketing-to-Sales Handoff at Mid-Market B2B SaaS Companies: Findings from 16 Interviews

Across 16 interviews with marketing ops, sales ops, and RevOps leaders at B2B SaaS companies, routing infrastructure ranges from fully manual inbox checks to native CRM automation with domain-based deduping, largely tracking company size...

n = 16