Key Takeaways
- AI has become the leading B2B marketing budget priority for 2026, surpassing account-based marketing as teams shift spend toward scalable automation and content production.
- While most marketers have adopted generative AI tools, many organizations are still in the pilot or workflow-specific stage rather than full operational integration.
AI is now the top budget priority for B2B marketers. B2BMX Insights today released its 2026 Benchmark Report, which shows 60.4% of B2B marketers are increasing budget for AI-powered marketing tools and platforms. That’s a sharp reversal from 2025, when account-based marketing led the list at 44.7% and AI barely registered as a headline.
The data shows AI has moved from experiment to line item. Half of respondents are reallocating budget toward AI tools and platforms, and many are cutting spend in areas where AI now handles the work more efficiently.
Content is where AI is making its biggest impact. Seventy percent of marketers use AI to draft and scale content production. Three in four organizations, 75%, have generative AI content tools in their MarTech stack, making them the most widely adopted tools in the survey.
AI Becomes Essential for B2B Content Production
The momentum isn’t slowing. Fifty-one percent of respondents plan to test or deploy generative AI tools in the year ahead, making it the most popular tactic on the 2026 roadmap. In 2025, multichannel lead nurturing held that spot at 58.62%.
Full-scale integration is still a work in progress. While 35.9% of marketers use AI in several specific workflows, a smaller group is still evaluating or piloting tools. That gap gives teams a clear benchmark for where their peers already put AI to work.
B2B Marketers Move From AI Pilots to Operational Workflows
The 2026 B2BMX Insights Benchmark Report maps how B2B marketers are rethinking budgets, priorities and channels against the prior year’s results.
More than half of respondents, 52.8%, reported annual revenue under $50 million, while 19.4% reported revenue above $1 billion. Software and technology companies made up the largest share of respondents at 44.4%, followed by business services and consulting at 22.2%.
Download the full 2026 B2BMX Insights Benchmark Survey report by clicking here.
