Most B2B AI marketing is just noise, here’s what to do instead
Open LinkedIn on any given morning and you'll see it within seconds. AI-powered. AI-driven. AI-first. AI-native. Intelligent automation. Next-generation intelligence. Transformative. Revolutionary. Game-changing.
Blech.
Everyone in B2B AI marketing is saying the same things. And because everyone is saying the same things, nobody is saying anything.
I've spent 25+ years in B2B technology marketing, through the dot-com boom, the social media explosion, the content marketing era, and now this. And I can say with some confidence: the current state of AI marketing is one of the noisiest, most undifferentiated moments I've experienced. Don’t get me wrong, the technology is insane. Sadly, the marketing of it has collapsed into a chorus of identical superlatives that no longer register with buyers.
The irony is thick. An industry built on intelligence is failing at one of marketing's most basic requirements: saying something specific enough to be believed.
The sameness problem
Here's a test. Take the homepage headline of any ten B2B AI companies and swap them randomly. In most cases, nobody would notice. "The AI platform that transforms your business." "Intelligent automation for the modern enterprise." "The future of work, powered by AI."
These examples are designed to offend no one, appeal to everyone, and as a result, they are not in any way memorable.
I've sat in enough messaging workshops to know exactly how this happens. A bold claim gets proposed. A senior stakeholder softens it. The team does a quick competitive analysis and finds out that a rival has said something similar, so the language shifts again. By the time the copy gets finalized and goes live it has been watered down to something perfectly safe and perfectly forgettable.
Real positioning has edges. It excludes someone. It invites disagreement. The refusal to take a real position is what turns marketing into noise.
What trust actually requires
Enterprise buyers evaluating AI vendors are swimming in information. What they lack is confidence. They've been burned by overpromised technology before. They're reading your marketing through a lens of healthy skepticism, looking for any signal that you're different from the last vendor who promised transformation and delivered complexity.
What earns their confidence is specificity. Proof. A willingness to say something that not everyone can say.
Jay Baer is one of the most recognized voices in customer experience. He’s someone who has been in digital for over three decades and describes himself as "pretty jaded.” While at Replicant, I invited him to try our voice AI demo at a trade show. After the trial run, he posted organically that it was "almost indistinguishable from a human agent," and that single unsolicited sentence did more for Replicant's credibility than any campaign headline we could have written. Why? Because it was specific, it was earned, and it came from someone with something to lose by being wrong.
You can buy attention. That kind of credibility you have to earn.
Three things worth doing instead
First, say something falsifiable. If your claim could apply to every competitor in your category, push until you find the thing that's true about you and demonstrably not true about everyone else.
Second, let customers and credible third parties do the heavy lifting. Buyer skepticism drops sharply when the voice making the case belongs to someone other than the vendor. Case studies, analyst recognition, influencer credibility, customer quotes. These should be deployed as your most strategic content, not as an afterthought.
Third, develop a point of view that costs something. Take Salesforce in its early days as an example. Marc Benioff built his entire brand around "No Software," a slogan his own designers hated because it directly antagonized the established software industry that paid his competitors' bills. Back in the day, you couldn’t walk down any street in downtown San Francisco without seeing the slogan on a billboard, a building, or a bus stop. Salesforce took a position that could have alienated a significant portion of the market and built a category. The most trusted brands in B2B understand that if everyone agrees with everything you say, you haven't said anything worth remembering.
The companies that will win the AI marketing moment have the discipline to say something true, the patience to prove it, and the confidence to stop chasing attention they haven't earned.