Survey Results Highlight Complexity and Skepticism in Sales AI Adoption

According to a recent LinkedIn post from 1up, the company highlights survey findings on how sales professionals perceive AI in presales workflows. The post indicates that 76% of sales teams reportedly use five or more AI tools, raising concerns about tool proliferation and operational complexity.

The survey results suggest waning enthusiasm and limited trust in current AI offerings. A reported 58% of respondents are occasionally or often disappointed due to hallucinations and confusing interfaces, while only 2% fully trust AI outputs and many remain in a “trust but verify” stance.

The post also notes that just 7% of respondents see AI sales reps as the future, with nearly half viewing AI mainly as suitable for repetitive tasks. In addition, 32% of professionals are said to have grown more skeptical of AI over the past five years, despite increased adoption.

For investors, these insights imply that demand may be shifting from generic AI point solutions toward more reliable, workflow-embedded tools that directly address trust, usability, and integration. If 1up’s offerings are geared toward reducing “tool bloat” and mitigating AI shortcomings in presales, the company could be positioned to capture budget from overextended tech stacks.

At the same time, the reported skepticism and limited trust highlight execution risk for any vendor in this segment. Monetization will likely depend on demonstrating measurable productivity gains and accuracy improvements, which could influence sales cycles, pricing power, and long-term customer retention in the competitive sales tech and AI market.