Gartner Survey: AI Saves Time But Fails To Boost Sales Growth
A Gartner survey reveals AI improves efficiency and saves time, but many businesses still struggle to achieve measurable sales growth.
JERSEY CITY, N.J., May 21, 2026: Organizations that properly redirect AI-generated time savings are 2.2 times more likely to exceed customer growth goals, according to new Gartner research presented Tuesday at the Chief Sales Officer (CSO) & Sales Leader Conference in Las Vegas.
The survey, conducted between January and February 2026 among 210 chief sales officers and senior sales leaders, found that while AI tools save sellers an average of 4.8 hours per week, 72% of organizations fail to reinvest those hours into customer-facing activities. Gartner described this as a “reinvestment gap” that limits commercial performance gains. Organizations successfully redirecting AI-generated time savings into high-value selling activities were also 3.1 times more likely to improve lead-to-opportunity conversion rates. The findings were first highlighted in coverage published by Demand Gen Report.
Gartner said AI tools are primarily reducing repetitive administrative work such as Customer Relationship Management (CRM) updates, meeting summaries, follow-up emails, and content drafting. However, the research suggests many organizations are not redesigning seller workflows to ensure those recovered hours are redirected toward revenue-generating activities.
Dan Gottlieb, vice president analyst in Gartner’s sales practice, said AI should be treated as a tool for redesigning sales execution rather than simply accelerating existing workflows.
He said many organizations continue operating on legacy systems built around expanding headcount instead of improving seller capacity through workflow optimization and automation.
The findings come as enterprise AI spending reportedly continues to increase across software, infrastructure, and revenue operations platforms. At the same time, many organizations are still struggling to prove measurable returns from AI deployments beyond individual productivity gains.
Gartner also found a widening performance divide between organizations generating strong returns from AI and those reporting negative outcomes. The Gartner survey found that 25% of sales organizations reported AI investment returns above 50%, while 20% reported negative returns exceeding 50%.
The report reflects broader changes in B2B buying behavior. Buyers increasingly rely on self-directed digital research, review platforms, and AI tools during the early stages of vendor evaluation. Human sales representatives are now being used more heavily during later stages of the purchasing process, particularly for validation, stakeholder alignment, and decision support.
Gartner has previously projected that AI will influence most seller workflows by 2027, including research, prospecting, and customer engagement activities. The latest findings suggest the challenge for sales leaders is shifting from AI adoption toward operational redesign and workforce enablement.
For business and marketing leaders, the research signals that AI efficiency alone may not create long-term competitive advantage. Organizations that redesign workflows, improve data coordination, and redirect seller capacity toward customer engagement are more likely to generate measurable commercial outcomes from AI investments.
