Most marketing teams produce plenty of content. Few produce content that buyers trust.

There’s always been a gap between what buyers need and what content delivers. Buyers want clarity, evidence, and expertise to make decisions. Unfortunately, much of what they get is product-centric, self-referential, and light on proof.

That gap is becoming more consequential. As buyers use AI to research, compare, and validate providers, they no longer evaluate content in isolation. They see synthesized answers shaped by multiple sources, including social media, content shared at conferences and events, industry or business publications, review sites, and provider websites. In this environment, AI exposes weak claims and filters out generic messaging.

I heard this repeatedly in conversations with marketing leaders at Jasper’s recent Executive Summit. Across industries, leaders described the same concern: do buyers get an accurate, consistent understanding of their company as AI pulls together signals from across the market?

At the same time, buyer skepticism is rising. Sixty-eight percent of buyers say they are more skeptical of vendor content when they know it was created using AI. And even when they don’t know, 61% say the possibility of AI involvement makes them question its accuracy.

Leading Teams Set A Higher Standard

This raises the bar for credibility across the board. Leading marketing teams are shifting their focus. Rather than producing more content, they’re developing content that helps buyers make decisions with confidence. Three things consistently show up in advanced organizations:

  • Topical authority. They focus on the areas where the company has a right to win and build content with depth, consistency, and clarity across those topics.
  • Expert-driven content. They weave practitioner, product, and customer expertise into content to reflect real experience, not just positioning.
  • Independent validation. They support claims with third-party sources, customer outcomes, and credible external signals.

These aren’t new ideas – but they’re becoming non-negotiable in the environment where AI systems and buyers are constantly validating, comparing, and interpreting content. Most organizations struggle in these areas.

These Capabilities Are Hard To Build

If these capabilities were easy to develop, more organizations would already have them in place. In practice, they expose deeper challenges in how teams prioritize, collaborate, and invest.

  • Prioritization requires tradeoffs. Topical authority depends on clear decisions about what the company wants to be known for. In many organizations, teams never fully make those decisions. Positioning centers on the company’s solutions instead of buyers’ needs, and messaging is too broad, self-centered, or lacking in differentiation. Across teams, this shows up as inconsistency or even contradiction. Competing priorities and pressure to support multiple stakeholders make it difficult to narrow focus. The result is content that tries to cover everything – but ends up owning very little.
  • Alignment depends on relationships across the organization. Expert-driven content relies on contributions from product leaders, practitioners, and customer-facing teams – people who are often time-constrained and unclear on how their contributions will be used. Review processes can feel subjective or political, and marketers coordinate across competing priorities without clear authority. The teams making progress bring clarity to how expert input is used and make it easier to contribute without adding friction.
  • Focus takes sustained investment. Independent validation and authority aren’t built in campaign cycles. They require ongoing effort to develop proof, earn third-party recognition, and reinforce those signals over time. Short-term demands crowd out this work, and teams too frequently treat it as incremental rather than foundational. Teams that prioritize it and invest consistently are building credibility with buyers.

Solving these challenges involves making clearer choices, working differently, and investing in what builds credibility over time.

Credibility Requires Leadership, Not Just Execution

This work doesn’t sit within a single team, and it doesn’t move forward without leadership involvement.

Your organization shapes credibility through how it shows up across content, brand, PR, digital, product marketing, and customer advocacy. When priorities aren’t clear, teams move in different directions, resulting in mixed messages, uneven proof, and a fragmented presence.

The organizations making progress treat this as a leadership priority. They define what the company should be known for, reinforce consistent narratives, and make deliberate tradeoffs about where to focus. They also set expectations for how teams contribute expertise and proof so those signals show up consistently. Without that clarity, even strong efforts break down.

Join me at B2B Summit for my session, Win Buyer Trust With Proof on April 28 to go deeper on what buyers expect from content today – and how to build proof-based content that earns buyer trust and shapes how your company is represented in AI-driven research.

Can’t make it to B2B Summit this year? Contact us and we’ll work with you to identify gaps, align your teams, and strengthen how your company shows up to buyers.