
Demand Gen Report unveils 2026 AI benchmark for B2B marketers
Demand Gen Report has launched its 2026 AI benchmark survey to help B2B marketers assess how AI performs in real business tasks, such as content creation, lead scoring, campaign optimization, and workflow management. The survey aims to find where AI may be adding real value, rather than just tracking how many people are using it. Previous research suggests most marketers are using AI, but clear proof of return on investment still lags behind. Early results indicate that personalized content at scale appears to be a strong use case for AI, even though data issues remain a challenge. The benchmark may show if AI starts to deliver clear revenue benefits for B2B marketing in 2026.













