Every company blog runs the same templates through the same committees and dodges the same risks, so the result technically exists while saying nothing. The way out is specificity and a genuine point of view, held clearly enough to sound like a real company with real convictions rather than a template with a logo on it.
Run this test on your own blog right now: take a recent post, swap your company name for your biggest competitor’s, and read it again. If it still works perfectly, better writing won’t save you, because you’ve got a sameness problem, and it’s structural.
Gartner’s survey of more than 1,100 B2B customers found 64% couldn’t tell the difference between one B2B brand’s digital experience and another’s, which is a polite way of saying most of us are producing interchangeable content. “Sea of sameness” has become the stock phrase for it, and the phrase is everywhere because the problem is.
Why does B2B content sound the same?
Because the process decides what ships, and the process runs the same way at almost every company. Sameness has little to do with talent, since plenty of smart people write these blogs. Most of the damage comes from the same few forces, and each one asks a different question of a draft.
The template comes first. Somebody reads that listicles perform well or how-to guides rank, so every post becomes a numbered list or a step-by-step, built to the same skeleton as ten thousand others targeting the same keyword.
Then the draft meets the committee. A piece with a spine goes in and comes out sanded smooth, because six people each deleted the one line that made them slightly nervous: legal softens the claim, product hedges the comparison, and a VP asks you to “make it a bit more balanced”, which is always code for “make it say less”.
Risk aversion is the sneaky one: B2B companies are so afraid of publishing anything a prospect might dispute that they end up publishing nothing a prospect could care about. Safe content feels responsible, and it also reads as static, which nobody remembers, shares or believes. The same reflex produces reams of top-of-funnel “awareness” filler nobody uses, present on the site and absent from every buyer’s mind. The irony is that the safe choice is the risky one, because invisibility just takes longer to hurt.
None of those forces asks what’s true and worth saying, which is the question that produces content anyone remembers.
Does AI make B2B content sound even more alike?
Yes, and measurably so. Generative AI predicts the likeliest next word, so it pulls every draft toward the middle, and that’s exactly where the template and the committee were already pushing. In Anil Doshi and Oliver Hauser’s experiment with 300 writers, published in Science Advances, writers who got AI ideas produced stories that judges rated as more creative, and yet the group working from a single AI idea wrote stories 10.7% more alike than the group writing alone.
Scale that across a market where every competitor prompts the same models about the same keywords, and you’ve got a second reason B2B content sounds the same, on top of the process. I’ve covered where AI helps and where it makes content worse separately, and why it makes a point of view the scarce part of thought leadership.
What is the specificity test?
It’s the swap test from the top of this piece, the single most useful diagnostic I know, and it’s free: if you can swap your company name for a competitor’s and the sentence still holds, the sentence is too generic to keep.
“We help businesses drive growth through innovative solutions.” Whose sentence is that? Any company in any category could have written it. Run the same test on the claims underneath your copy: “great customer service”, “high quality” and “cutting-edge platform” fail it, because your competitor is typing the identical words into their identical template this afternoon.
Specificity means details only you could supply, and the table shows what passing looks like.
| Fails the swap test | Passes it, because only you could write it |
|---|---|
| A rounded-up industry stat | Your own figure, with how you got it |
| “Many organisations struggle with…” | A named example, or the type of customer you saw it in |
| A sanitised version of the buyer’s concern | The objection your sales team hears on every call, in the buyer’s words |
| “Best practices for…” | What you tried, what failed and what you’d do now |
| A balanced overview of both sides | The opinion you’ve earned because you’ve watched the other approach fail fifty times |
Why are B2B companies afraid of having a point of view?
Because a point of view is a position someone could reasonably disagree with, and a firm stance means somebody in your addressable market will read it and think you’re wrong. That’s the deepest version of the sameness problem: companies publish endlessly about a topic while carefully never saying what they think about it, which is how you get four thousand words that inform and zero that persuade.
Good, because that reaction is the proof the content is doing its job. Agree or disagree, you remember the company that made you pick a side, and remembering is the entire game in a market where buyers struggle to tell the field apart. Buyers say as much: in the 2025 Edelman and LinkedIn B2B Thought Leadership Impact Report, 86% of hidden buyers, the people outside the formal buying group who still sway the decision, said they favour perspectives that challenge their assumptions. Edelman sells thought leadership programmes and LinkedIn sells the place they run, so treat that as buyers describing themselves to parties with a stake in the answer; it still points one way.
The fear underneath the opinion gap is that a strong take will cost you a deal, and it rarely does. A prospect who bounces off your point of view was likely to buy the cheapest option anyway, because with nothing to choose between vendors, price is all that’s left to compare. Sally Hogshead, who built a career on brand fascination, has a line for this that’s worth tattooing somewhere:
“Different is better than better.”
It’s the title of her keynote and of a MarketingProfs podcast episode with her, and the logic holds for content: “better” invites a side-by-side comparison you might lose, while “different” changes the comparison.
How do you take a position without going off-brand?
By backing it with evidence and experience, in your own consistent voice, instead of picking fights. The objection I hear next is always the same: “this sounds like a licence to be reckless, and we have a brand to protect.” A point of view has nothing to do with being contrarian for its own sake or torching nuance for engagement, which is the LinkedIn-provocateur trap and reads as desperate where you wanted confident.
The practical route is narrower than the fear suggests, and it runs through the same work as building brand positioning from scratch: finding the true differentiator and then refusing to blunt it. Take a claim your company believes, one your competitors would hesitate to make, and back it with what only you have, meaning your data, your client patterns and your hard-won opinion. Then say it directly, in the voice you’d use with a smart colleague who doesn’t need to be impressed, with an opening that gets to the claim fast.
How do editorial standards make content braver?
They settle in advance what the company is willing to say, so nobody has to renegotiate it line by line. Committees sand content flat because nobody has agreed, ahead of time, what the company stands behind, so every risky line becomes a fresh negotiation, and negotiations under uncertainty resolve toward the safest option. That’s the quiet reason B2B content sounds the same across whole markets.
Documented editorial standards end that negotiation before it starts. Once you’ve defined the company’s positions, its non-negotiables, the claims it’ll stand behind and the lines it won’t cross, a writer no longer has to win a fresh argument for every sharp sentence. When I built them from zero at a B2B SaaS company serving 200+ higher education institutions, two-week review cycles became three-day ones, because the arguments had already been settled on paper. Clear rules produce more creative freedom, because freedom without boundaries collapses into everyone defaulting to safe. I made this case in the piece on building editorial standards from zero, the most strategic work I did all year, and the differentiation payoff is the reason why.
What does it cost when B2B content sounds the same?
Deals, starting with price. It’s tempting to treat sameness as an aesthetic complaint, a question of taste a serious pipeline conversation can ignore, but undifferentiated content pushes you straight into price competition, because when a buyer can’t tell the options apart on substance, cost is the only axis left.
It also fails at the moment that counts most: in 6sense’s 2025 Buyer Experience Report, built on nearly 4,000 B2B buyers, buyers first contacted a seller 61% of the way through their buying process, and they chose from one of the four or so vendors on their day-one shortlist 95% of the time. Your content is doing the persuading in tabs you’ll never see, and if it’s interchangeable with the competitor’s tab open beside it, you’ve lost the one shot you had at forming a preference early enough to make that list. It’s why prospects read writing quality as a proxy for product quality, and why a scattered content library never compounds the way an owned audience does, which I broke down in the case for running a media property instead of a blog.
What can’t a point of view fix?
An undifferentiated product. Content can sharpen a difference you have, and it can’t invent one you don’t, so if the swap test fails on your positioning page as well as your blog, the problem sits upstream of content and the fix starts with positioning. A point of view also won’t rescue a piece with nothing behind it: an opinion without evidence or experience is just another version of the same post, and buyers can tell.
Frequently asked questions
B2B content sounds the same because most companies run it through the same process: templates built for what ranks, committee review that deletes anything that makes someone nervous, and a fear of publishing claims a prospect might dispute. Generative AI adds to it, since it pulls drafts toward the most likely phrasing. Buyers notice: in a Gartner survey of more than 1,100 B2B customers, 64% couldn’t tell one brand’s digital experience from another’s.
The swap test is a quick check for generic content: take a post, replace your company name with your biggest competitor’s, and read it again. If it still works, the post describes your category instead of your company, and every competitor could publish it. Content passes when it holds details only you could supply, such as your own data, named examples, the objections your sales team hears and opinions you’ve earned.
A B2B company can hold a point of view by taking a position it believes, one competitors would hesitate to state, and backing it with its own data, client patterns and experience. Provocation for engagement isn’t required, and it tends to read as desperate. Documented editorial standards help, because they settle in advance which claims the company will stand behind, so writers don’t renegotiate every sharp line with a committee.
Yes. When buyers can’t tell vendors apart on substance, price becomes the deciding factor. Buyers also decide early: 6sense’s 2025 Buyer Experience Report, based on nearly 4,000 buyers, found they first contact a seller 61% of the way through the buying process and pick a vendor from their day-one shortlist 95% of the time. Interchangeable content gives a buyer no reason to put you on that shortlist.
