Key Takeaways
- AI adoption among marketers is near-universal at 96%, yet only 41% can prove its ROI and only 31% have established proper governance.
- To combat customer acquisition costs that have surged 60-100% since 2022, marketing leaders must shift AI from basic campaign design to strategic applications like shaping buyer experiences and improving forecasting.
Alexander Group’s 2026 Revenue-Ready Marketing Organization Research shows that AI adoption is near-universal with 96% of marketers using AI, but only 41% can prove ROI.
Research highlights four opportunities for marketing leaders to move AI use beyond activity to accountability. While nearly all marketers are using AI, less than half can prove its value and only 31% have managed governance. Users are incorporating AI more meaningfully as 63% of top performers apply AI to five or more use cases and prove contribution through productivity gains.
The report found 24% have a mature demand generation engine, and only 26% generate more than 40% of their sales pipeline from marketing. And although 56% use advanced attribution models, only 30% trust the accuracy of the results across Marketing and Sales.
Why Most Marketing Teams Still Struggle to Prove AI Value
Kevan Savage, partner and marketing practice lead at Alexander Group, stated B2B marketers are under growing pressure to adopt new technologies or risk falling behind.
“While almost everyone is using AI, only those with proper oversight and a clear vision into what is driving results are experiencing meaningful impact,” said Savage in a statement.
Research Points to Revenue, Governance and Buyer Journey Gaps
Alexander Group’s 2026 Revenue-Ready Marketing Organization Research is based on insights from more than 300 companies across 11 industries including technology, manufacturing, media, life sciences, distribution, medical devices, business services, and financial services.
A key finding confirmed the buyer journey is getting harder as costs rise and touchpoints multiply. Customer acquisition costs have jumped at least 60% since 2022, and buyers now complete 70% of their evaluations across 10 channels before ever engaging. With this shift, marketing teams need to think more strategically about how they use AI.
“Most marketing teams use AI to streamline campaign design or data interpretation, but stopping there leaves a lot of value on the table,” said Savage. “AI should also shape the buyer experience, surface new prospects, highlight high-value customer groups and improve forecasting— the parts of marketing that actually drive retention and revenue.”
A complimentary readout of the 2026 Revenue-Ready Marketing Organization Research can be obtained by clicking here.
