ai-enablement, Trends & Insights

Why sales efficiency hasn’t improved despite tech booms

By John Rivers — On November 5, 2025

For decades, technology promised to transform sales — from the internet to CRM to now AI. Each innovation claimed it would unlock new levels of productivity. But a closer look reveals a different story entirely.

"We expected to see sales efficiency rise," said Seismic Co-founder and Board Member Doug Winter, referencing a 25-year analysis of public tech companies during his keynote at "Instead, it got worse — in some cases, significantly."

The modern sales tech stack is larger and more automated than ever. Yet productivity gains have failed to materialize. Quota attainment is down, and the return on sales and marketing investment is weakening.

So what happened to the promise of tech-driven transformation?

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