Salesloft, the Atlanta based revenue orchestration company headquartered in Fulton County, released its 2026 Revenue Benchmark Report on September 2, based on a survey of 500 U.S. sales and revenue decision makers. Every organization surveyed reported using AI somewhere in the revenue process, but only 20.6 percent describe their AI strategy as production ready with measurable outcomes. Another 28.2 percent remain in the experimentation stage.
The report ties AI maturity to whether the technology is embedded in daily workflows and connected to measurable revenue outcomes, rather than simply counting available use cases. More than a third of respondents, 38.4 percent, favor a guided model where AI can recommend or take action while a human keeps oversight.
The benchmark also flagged uneven seller performance even as AI use spreads. The top 10 percent of sellers generate nearly half of closed won revenue, at 47.4 percent, while average quota attainment sits near 62 percent. More than two thirds of leaders report higher pipeline quotas this year, adding pressure to close the gap between top and average sellers.
CRM upkeep remains a persistent bottleneck. Updating CRM records was the most cited administrative burden, named by 37.6 percent of respondents, and more than half say the loss reasons entered into CRM rely mostly on subjective seller reporting rather than verified data.
Steve Cox, the company's CEO, framed the shift as revenue teams moving past the question of AI access and into the harder work of proving what that access delivers.
Source: Salesloft - https://www.salesloft.com/company/newsroom/salesloft-releases-2026-us-revenue-benchmark-report