B2B Thought Leadership and Content Marketing Are Broken

Open your LinkedIn feed and read ten thought leadership posts in a row. Count how many you could tell apart if the names were stripped off. That number, not how many posts got published this year, is the real measure of how broken B2B content marketing has become.

Enterprise technology went mainstream. So did the people who ran it.

In the late 1980s and early 1990s, enterprise technology was a real and growing market, almost entirely invisible outside the people who bought it. That changed once the personal computer, then the internet, went mainstream, and companies like Microsoft, Intel, Cisco, Oracle, and SAP rode the same wave into the business pages, their stocks bid up on the size of the opportunity ahead.

Mainstream companies produce mainstream curiosity about the people running them. It became routine for a reporter to ask Bill Gates, or Andy Grove, or Steve Jobs what they thought about the next wave of technology, and tech leaders turned into public figures in their own right, writing books and giving speeches that had nothing to do with their product line. As the internet handed every company its own printing press, these same companies started publishing directly to an audience for the first time. That instinct, not a marketing department’s idea, is where Brand as Publisher actually started.

B2B media was dying at the exact moment vendors learned to publish.

The other half of this story was happening inside the B2B Media industry. The internet that was making tech companies mainstream was disrupting the high-margin print business B2B media had run for decades. One response was custom publishing: vendor-sponsored content, clearly labeled as such, running inside the same magazines and web sites that carried the independent coverage. At some point, Brand as Publisher and custom publishing converged, and the modern thought leadership and content marketing era was born from that collision.

Much of what came out of that convergence worked well. Buyers trusted content that came directly from the companies building the technology, and used it to evaluate and shortlist vendors. This shouldn’t have been a surprise: Oracle, Salesforce, SAP, IBM, and others hired the B2B tech journalists that declining media companies could no longer afford, and put them to work producing exactly the kind of content they used to produce for media companies. So far, so good. Then marketing automation arrived, and the math changed.

I was one of the pioneers of this, and I had plenty of company. I did not see what was coming next

I’ve spent over half my career running B2B media businesses, and I was one of the pioneers of the very things I am describing here, and so were plenty of my peers in B2B media. Sponsored media, custom publishing, marketing automation, demand generation, and thought leadership at CMP Media and UBM TechWeb, the same adaptation a lot of B2B media publishers were making as the internet ate our print businesses out from under us.

I was one of the pioneers of this shift, at CMP Media and later UBM TechWeb. In an effort to evolve a business model the Internet was steadily disrupting, B2B media companies used their traditional editorial processes to build sponsored content operations, and applied the new technology of marketing automation to open a new revenue line in demand generation. In 2010, while CEO of UBM TechWeb, I wrote a white paper called “Marketing-as-a-Service” that outlined the path forward. This was before “content marketing” or “brand as publisher” had become common terms. That model is what eventually got operationalized by brands, custom content providers and demand generation companies, dramatically escalating the volume of content being produced.

What we didn’t anticipate was how fragile that model actually was, or where the talent would go once it started cracking. Bob Evans, my editorial partner at InformationWeek and UBM TechWeb, became Chief Communications Officer at SAP, then Oracle, and now runs Cloud Wars. Rob Preston, Fritz Nelson, Stephanie Stahl, and Tom Smith, editors I worked alongside at InformationWeek and UBM TechWeb, now lead marketing and content organizations at some of the largest technology companies in the world. One of them now runs the Content Marketing Institute. A flood of talented B2B editors moved from declining media companies into the vendors they used to cover, carrying real editorial skills and judgement into organizations that would eventually systematize it into something else.

I made this argument in May. AI just put it on fast-forward

In May, I argued that B2B marketing had substituted measurement for the work itself, that attribution models and MQL dashboards had become a stand-in for brand, positioning, and judgment “How B2B Marketing Lost Its Way”. I ended that post with a prediction that is proving out faster than I expected: what survives in an agentic world is genuine brand authority, distinctive positioning, authentic thought leadership. The things that cannot be tracked are the things that matter most.

As Generative AI, marketing automation, and every tool in between scaled thought leadership and content marketing output exponentially, what got optimized was scale, not judgment, taste, or any real understanding of where a piece of content actually supported a purchase process. Fifteen years of tools were built to measure clicks, downloads, volume, and SEO score. None of them were built to measure whether a reader trusted what they read, or whether that trust moved them one step closer to a decision.

The tools did exactly what they were built to do. That was the problem.

Marketing automation was the opening move. What it triggered next was an arms race. I already tallied where that race ended up in "The Stack That Broke Marketing": 15,384 commercial martech tools as of last year, up nearly a hundredfold since 2011. Utilization sits at 49 percent, meaning close to half of everything B2B marketing spends on technology produces no active output. Content and thought leadership inherited the same math: more tools bought than anyone had a plan to use.

Fifty-two percent of newly published articles on the web were AI-generated as of last year, up from near zero four years earlier, per Graphite’s analysis of 65,000 English-language articles. That number alone would be a footnote if the content underneath it were still doing its job. It is not. Ninety-five percent of B2B marketers now use AI tools in content production. Fewer than four in ten report a measurable performance improvement from them. Ninety-six percent of B2B brands produce thought leadership. Only somewhere between four and eleven percent rate their own program as advanced.

Fifty-six percent of B2B marketers cannot attribute ROI to their content at all. Marketing budgets grew nearly nine percent heading into this year anyway. Traffic volume gave content marketers cover, so a real ROI conversation never had to happen.

Reading these numbers a troubling pattern emerges. Adoption is universal. Effectiveness is not. That gap is not a rollout problem better prompting fixes next quarter. It is what happens when a discipline built on editorial judgment gets handed to a machine built to optimize what a dashboard can report, run by people who never had to answer for the one thing a dashboard cannot show: whether anyone trusted what they read.

Buyers noticed before the metrics did

Buyers do not have that blind spot. A Gartner survey published this year found that sixty-nine percent of B2B buyers still turn to a human sales rep to validate AI-generated insights before they trust them, even as those same buyers say they prefer a self-service, rep-free experience. Content marketing was invented, in part, to let a company scale trust without a person in every conversation. The tools-first version of it did not scale trust. It just made buyers trust the human relationship more.

An Outsell study of 226 B2B buyers found reliance on vendor-produced content falling across the board, down fourteen percent among the end users closest to a purchase decision, while reliance on peer communities, analyst reports, and trade press rose by double digits over the same period. I used this same data two weeks ago to make a case about how AI changed the way B2B buyers evaluate vendors. Read from the content side instead of the buying side, it makes an even sharper case against the content itself.

Buyers are not abandoning research. They are relocating their trust to sources a company cannot buy its way into. None of this is new: Edelman’s original thought leadership research found fifty-six percent of B2B decision makers got no value from what they read, and eighty-six percent rated it merely good, mediocre, or poor. That predates generative AI by close to a decade. The tools did not create this problem. They gave it a much faster printing press.

I asked Tonia Ries, who spent a decade working on Edelman's Trust Barometer research, what she's seeing now. Here is her take:

“We’ve spent years measuring what audiences do with content: whether they click it, share it, or respond to it, treating those behaviors as proxies for trust. But attention is not the same as trust”.

“Audiences are reading the trust signals in the content itself. Does the company demonstrate real competence? Is it candid about complexity and uncertainty? Does it reflect the reader’s interests as well as the company’s? Does it give a potential customer a reason to rely on the organization when their career is at stake?”

“AI is making content dramatically easier to produce, which means those trust signals are going to become even more essential. If your content is capturing attention without also earning trust, your funnel will start leaking, no matter how healthy it looks from the top”.

Tonia Ries, former Edelman executive

Run the audit before your buyers run it for you

Here is a way to determine where your own programs stand, before a reader does it for you. I’m calling it the Narrative Index.

Take your last three published pieces and score each one, one to five, against these seven questions:

* Byline accountability. Does a named person's judgment stand behind this, someone accountable if it's wrong?

* Source diversity. Does it draw on more than one voice or dataset, or is it a single synthesized take dressed up as insight?

* Distinctive point of view. Could a competitor publish this exact piece with their logo swapped in?

* Third-party earned trust. Has anyone outside the company chosen to cite, share, or reference it, unprompted?

* Tool dependency. Did this require a human editorial decision beyond hitting publish?

* Incentive alignment. Is the team that made this rewarded for whether it changed a reader’s mind, or for how many of these shipped this month?

* Job-to-be-done fit. Does this move the buyer forward on the job they hired your category to do, or does it just talk about the category?

Add the seven scores. Thirty-five is the ceiling. Twenty-nine to thirty-five means your program is still narrative-led, rare enough to protect rather than optimize further. Eighteen to twenty-eight means you are at risk, which is most programs, and still salvageable with real editorial judgment back in charge. Below eighteen, the tools are running your program, and your content will continue to decline in impact.

The test isn’t rhetorical. Run it on your own byline

Go back to your feed. The ten posts you could not tell apart were not written by lazy people or bad marketers. They were produced, correctly, by a system built to reward exactly what they delivered: volume, coverage, a checked box. I built part of the discipline those systems were supposed to scale. Marketing automation and agentic AI are forcing functions. They require a balance of human and machine judgment to scale effectively. Right now we are way, way out of balance, and the declining impact of content marketing proves it.

The views expressed in Uphoff on Media are entirely my own. They don’t represent the opinions of any company I’ve led, any board I’ve sat on, or any investor who’s had the pleasure of debating strategy with me over the years. If something I write here sounds brilliant, I’ll take full credit. If it turns out to be wrong, I was clearly misquoted by myself.

Uphoff on Media is published by Tony Uphoff, Founder and Managing Partner of Uphoff Advisory, a strategic advisory practice for founders, CEOs, and investors in B2B information, marketing, and technology. The businesses that drive business.