ATLANTA, Sept. 02, 2026 (GLOBE NEWSWIRE) — AI is now used somewhere in the revenue process by every U.S. revenue organization surveyed, but most have yet to turn that adoption into consistent, measurable business results. These findings are included in the latest research from Salesloft, the leader in Revenue Orchestration.

The 2026 Revenue Benchmark report: U.S. Edition, based on a survey of 500 U.S. sales and revenue decision-makers, found that only 20.6% describe their AI strategy as production-ready with measurable outcomes, while 28.2% remain in the experimentation stage. The report defines AI maturity not simply by the number of available use cases, but by whether the technology is embedded in daily workflows and tied to measurable efficiency and revenue outcomes.

The findings also point to challenges beyond AI adoption, including uneven seller performance, growing pipeline expectations, and limited visibility into why deals stall.

“Revenue teams don’t have an AI access problem anymore. The bigger question is what they’re getting from it,” said Steve Cox, CEO of Salesloft. “Companies have more data and technology than ever, but having it doesn’t mean a seller knows what to do next or a manager sees a problem before it’s too late. The teams getting the most out of AI are using it to make better calls and move with confidence.”

Key findings from the 2026 Revenue Benchmark include:

  • AI use is universal, but maturity remains uneven. Every respondent reports using AI somewhere in the revenue process, but only 1 in 5 (20.6%) describe their AI strategy as production-ready with measurable outcomes. Another 28.2% remain in the experimentation stage. As companies consider how much autonomy to give AI, more than a third (38.4%) favor a guided model in which AI can recommend or take action while humans retain oversight.
  • Revenue performance remains heavily concentrated among top sellers. The top 10% of sellers generate nearly half (47.4%) of closed-won revenue, while average quota attainment sits at approximately 62%. Meanwhile, more than two-thirds (68.4%) of leaders report higher pipeline quotas, putting additional pressure on organizations to drive more consistent performance across their sales teams.
  • Managers are coaching regularly, but many lack immediate visibility into why deals stall. While 89% of survey respondents believe managers assess seller performance objectively and 56% say sellers receive coaching at least every two weeks, only approximately 32% can instantly diagnose why a deal has stalled. Another 41% are slow to identify the cause or lack sufficient visibility, and 27% can see win/loss rates but cannot explain what happened between stages.
  • CRM remains critical, but maintaining it creates friction. Updating CRM records is the most frequently cited administrative bottleneck, identified by 37.6% of respondents, while 31.4% say sellers losing time to manual CRM administration is the greatest barrier to pipeline generation. Although 84% say loss reasons are captured often or always, more than half (55.6%) report that the information entered into CRM is based mostly on subjective seller reporting.
  • Revenue leaders are still weighing consolidation against specialized tools. About 1 in 4 (26%) organizations are actively consolidating their revenue technology, while another third (32.6%) are evaluating where consolidation makes sense. At the same time, 26.4% continue to prefer specialized point solutions, showing a market that has yet to settle on a single approach to the revenue technology stack.

The findings point to a revenue environment in which access to technology is no longer the primary constraint. Organizations are capturing more data and deploying AI across the revenue process, but the ability to connect those signals, identify risk early and translate insight into consistent seller and manager action remains uneven.

The research comes as Salesloft today unveiled a new global brand identity, less than a year after its merger with Clari, with the two organizations now operating as one Salesloft. The combined company brings together sales engagement, revenue intelligence and forecasting across the revenue lifecycle, forming the foundation of Salesloft’s Predictive Revenue System, designed to connect signals from across the revenue ecosystem with the actions that drive outcomes.

For the complete findings from the 2026 Revenue Benchmark: U.S. Edition, access the full report here. The UK edition is also available here. Register for the September 9 webinar, “What’s Actually Driving Revenue Performance in 2026,” for a deeper discussion of the benchmark findings with Salesloft and a guest speaker from Forrester.

About Salesloft

Salesloft is the revenue orchestration platform that closes the gap between what revenue teams know and what they do next. Powered by agentic AI, Salesloft’s Predictive Revenue System connects live signals from buyer engagement, conversations, deals, and forecast data, turning intelligence into clear, prioritized action. Trusted by more than 4,000 organizations including Adobe, 3M, IBM, and Zoom, Salesloft helps revenue teams move from guesswork to confidence, quarter after quarter.

Learn more: https://www.salesloft.com

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Mary Grace Bonner
pr@salesloft.com


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