Context
Business broker targeting manufacturing and home services companies with owners approaching exit. A timing-driven market: the right company exists, but readiness to sell is unpredictable.
The problem
Not all companies are ready to sell. Ownership structure was unclear from standard data sources. Timing was impossible to predict. A standard outbound program would generate low engagement by design.
What changed
- Built datasets from multiple industry-specific sources to identify owner-operated businesses.
- Filtered for businesses matching the exit profile: size, sector, ownership structure.
- Mapped business owners directly, rather than company contacts or generic management titles.
- Built infrastructure for continuous, low-volume outreach designed for a long-cycle market.
Outcome
- Dozens of qualified leads in pipeline, waiting on seller readiness rather than on outbound performance.
- System designed and accepted as timing-driven infrastructure, where low engagement is structural and carries no signal about campaign health.
- Repeatable, scalable outbound running continuously. Pipeline builds as the market moves.
- Deliverability maintained at volume despite extended send cycles.