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Demand Gen Report 2026 Trends: Outcomes Rocket’s Saul Marquez

Published: January 5, 2026

Where B2B Marketing Goes Next: A Data-Backed Look at 2026

As we look back on 2025, it’s clear that B2B marketing didn’t simply evolve. It has fundamentally changed in the way work gets done.

Three shifts in particular— how teams run their operations, how they target and engage accounts, and how they build content that earns trust, all influenced by the use of artificial intelligence (AI)— have redefined what effective go-to-market execution now looks like. Agentic AI is taking over core workflows, Account Based Management (ABM) is evolving into a predictive revenue engine, and content strategies are moving toward proof and authority.

Together, these changes are shaping the competitive landscape heading into 2026.

Agentic AI Quietly Became the New Operating Layer

For the past several years, AI sat alongside the marketing tech stack as a helpful tool. But in 2025, it moved into the center. Agentic AI in particular, began taking responsibility for entire workflows, such as building and routing campaigns, sequencing actions, reinforcing QA, and adjusting performance levers without waiting for someone to manually intervene.

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Three key outcomes have helped spur Agentic AI’s growth this year:

  • Operational maintenance decreased sharply. Many teams reported getting back hours each week once repetitive tasks were offloaded to autonomous systems.
  • Testing cycles sped up. AI-driven iterations happened faster and with more consistency, tightening feedback loops.
  • Precision improved with every run. Because the models learn from outcomes, targeting and timing sharpened over time.

It is estimated that only about a third of B2B organizations have implemented agentic AI at scale. Yet, those that have are already gaining an advantage: cleaner execution, more predictable contribution to revenue and better alignment across marketing and sales.

IN 2026: Pressure to drive efficiency and predictable pipeline will push more teams to overhaul existing workflows rather than plug in standalone AI experiments. Rather than adding new tools, look for organizations to increasingly integrate systems around a single intelligence layer that governs orchestration, data quality and lifecycle automation.

ABM Shifted From a Tactic to a Predictive Engine

ABM has been in the vocabulary of B2B marketing for years. But in 2025, it finally aligned with how buying committees behave in real life. Instead of treating accounts as collections of individuals, marketers began interpreting signal patterns across the committee as a system.

Several trends accelerated the shift:

  • Buying groups behaved more like dynamic systems than linear pipelines. As marketers shifted from tracking individual leads to interpreting collective buying-committee signals, ABM provided a clearer read on where interest was building and where friction was emerging inside target accounts.
  • Intent modeling became both earlier and more accurate. With ABM 2.0 capabilities expanding, and nearly 3% of organizations planning additional investments, teams gained visibility into demand long before traditional channels surfaced it, strengthening their ability to anticipate account movement.
  • Budgets began flowing toward accounts with measurable momentum. By prioritizing accounts showing rising intent and active engagement, organizations were able to reduce waste, improve targeting efficiency, and achieve ROI levels that broad, undifferentiated programs rarely delivered.

The net effect has improved ROI and less wasted activity.

IN 2026: As ABM merges more tightly with RevOps, precision targeting and buying-committee intelligence will no longer be optional. The most effective teams will fuse ABM with RevOps to drive predictable pipeline movement.

Search Disruption Reset the Rules for Content

Search changed faster this year than at any point in the past decade. Google’s ongoing releases of AI Overviews, algorithm shifts and volatility in traditional click-through rates forced marketers to rethink how visibility is earned.

Several realities became unavoidable:

  • Rankings are less stable. Even strong content can fall off page one without warning.
  • Keyword-driven content no longer competes. Search systems are increasingly prioritizing whether a piece of content demonstrates real expertise, not just whether it matches a query.
  • Low-authority content is filtered out early. AI systems now screen aggressively before displaying anything to users.

As a result, teams began shifting toward content strategies built on proof, such as original research, practitioner insights, case-backed analysis, and subject-matter expertise. This isn’t a cosmetic change; it’s becoming foundational. Depth and credibility are quickly becoming the primary signals of authority for both algorithms and buyers.

Heading into 2026, two clear paths are forming. On one hand there is a heavy reliance on AI-generated output, rapid production cycles, and surface-level insights. The other is a Proof-Driven approach where research-supported, expert-led content that demonstrates clear knowledge is emphasized. Teams leaning into the second path are already seeing stronger search durability and better performance across the funnel.

IN 2026: Organizations will increasingly see that high-authority, research-backed content will increasingly outperform volume-based approaches, both in search and in buyer engagement.

The Bottom Line

B2B marketing is entering a new era where differentiation comes from how quickly systems learn, how well signals are interpreted and how effectively organizations demonstrate real expertise. The shift is no longer about working harder or creating more. It’s about building engines that adapt, refine, and outperform over time.

For teams preparing for 2026, the question isn’t whether to embrace intelligence-led marketing, but how quickly they can redesign their operations around it.

Saul Marquez New HeadshotSaul Marquez is a prominent figure in healthcare marketing, serving as the founder and CEO of Outcomes Rocket, a global marketing agency that helps health tech and med tech companies grow their impact and accelerate growth.

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