The most common question organizations ask today is some version of this: How can we make our AI-generated content look less like AI?
Organizations are investing in voice training, personalized style guides, and sophisticated prompt systems to make AI-generated content seem more human, closer to the business, and closer to the people behind it.
This is the wrong problem to solve.
You can speak exactly like yourself and say nothing distinct. An associate at a law firm can write every word of an article in their own voice, with their own cadence, their own turns of phrase, and produce something completely interchangeable with what three other firms in their space published last week. A startup founder can tell their origin story with genuine warmth and specificity while leaving readers with a clear idea of why this product exists differently. A consultant can publish thoughtful, well-structured content while leaving readers with nothing they couldn’t find elsewhere.
Voice is not the same as perspective. And perspective is what has been missing from the start.
We earn a commission if you make a purchase, at no extra cost to you.
AI did not create this problem. This made it impossible to ignore.
Most businesses were already generic before AI came into the picture.
Their websites all promised the same things: experience, customer focus, results and commitment to excellence. Their thought leadership covered the same topics as their competitors, from the same angles, to arrive at similar conclusions. Their differentiation lies in statements: “we are the best”, “we have 30 years of experience”, “our approach is truly personalized”. None of this was rooted in visible reasoning that a buyer could actually evaluate.
This worked when publishing content required a lot of time and effort. Simply producing articles consistently signaled expertise, as relatively few organizations did so.
AI changed this dynamic overnight, arriving just as buyers were becoming more informed and more skeptical.
Today’s buyers, whether they are evaluating a law firm, a consultant, or a software product, arrive more informed and more skeptical than ever. They did their own research before the first conversation. They’ve compared options, read reviews, analyzed multiple websites, and formed preliminary opinions before anyone in your organization has said a word. They are already arriving after seeing your competitors. Generic positioning simply fails to differentiate itself. This actively confirms what they already suspected: that most of the options in this category are essentially the same.
When AI made content production frictionless, on top of all that, it removed the last cover that undifferentiated thought had. The large-scale volume makes the similarity impossible to hide. When every company posts three times a week on the same topics, the lack of real perspective becomes visible in a way it wasn’t before.
The problem was still there. Now it’s simply undeniable.
What really creates a distinction
Let’s take the example of three organizations that are currently facing this situation.
A partner at a seven-person employment law firm tries to grow beyond credentials. He publishes regularly, writes well, covers topics that are important to his clients: wrongful terminations, workplace investigations, requests for accommodation. It is accurate, useful and professionally written. It is also indistinguishable from content posted by around 40 other employment lawyers in his area. His expertise is not the problem. The problem is that its content demonstrates knowledge without revealing perspective. He has a unique insight into how companies mishandle workplace investigations and underestimate the risks of accommodation, but these observations never appear in his content.
A consultant who helps mid-sized companies with their operational restructuring has a decade of experience and a track record of which she is proud. She publishes case studies, frameworks, process analyses. Potential customers read them and come away thinking: this person knows what they are doing. They don’t leave thinking: this is the person I need for this specific problem. Because its content shows competence without showing a point of view. Years of experience have given him a distinct theory about why operational transformations fail, but that perspective never appears in his marketing. This is what would set it apart from its competitors.
A startup founder launches a project management tool in a crowded market. He knows his product is different. He struggles to explain how, in a way that doesn’t sound like every other founder claiming differentiation. Its content covers productivity, team alignment, asynchronous work, content produced by its category. He built the product after repeatedly seeing a specific type of team fail with existing tools. This observation has shaped every product decision, but it is absent from its website, content, and sales conversations.
In each case, the gap is not one vote. The gap is that the underlying thinking, what years of specific work in a specific context have produced in terms of insight, conviction and perspective, has not been revealed.
The question that changes everything
Most conversations about content strategy start with: What should we publish? Or? How often? Which format is the most efficient?
These are not bad questions. They become useful once a more important question has been answered.
This question is: What is this organization really seeing that others in its market are consistently missing?
Not a positioning statement. Not a slogan. The real substance: what the experience produced in the form of insight and conviction that truly belongs to them and could not come from anywhere else.
This is what I call the Why-You factor: the intersection of lived experience, a distinct perspective, and a way of seeing the problem that undeniably makes an organization itself. This is not a branding exercise. It’s the upstream foundation that determines whether everything that happens downstream, the content, the messaging, the positioning, the sales conversations, creates true differentiation or just adds noise.
The employment lawyer has observed how companies’ initial responses to workplace complaints create legal exposure that they don’t realize until much later. It’s a Why-You factor. The restructuring consultant has a theory about why business transformations are stalled that contradicts standard change management advice. It’s a Why-You factor. The startup founder built his product around a specific pattern of failure that he observed repeatedly in a specific type of team. It’s a Why-You factor.
When this basis is clear, the content becomes something different. It stops being a display of consciousness and begins to be a display of thinking. And it’s thought, not tone, not voice, not production quality, that creates the kind of trust buyers need before committing to something that matters.
What Buyers Really Rate
The decision-makers evaluating your business aren’t wondering if you look human. They ask you if your judgment is strong enough to deserve your trust.
A founder choosing between two consultants with similar qualifications is trying to determine who actually understands the specific shape of her problem, not who produces more refined content. A management team selecting outside counsel evaluates whether the attorney’s thinking stands up to complexity, not whether he or she has an active newsletter. A purchasing manager pre-qualifying suppliers looks for evidence that this team sees the strategic problem differently. A distinct voice flows naturally from a distinct perspective. But perspective must come first, and that’s what most organizations ignore.
None of this is answered by sounding more human. We respond to all of this by having something specific to say.
The organizations that are evolving now are not the ones that have solved the AI voice problem. They’re the ones who have done the hardest work upfront, surfacing the insight their experience actually produced and building everything they publish around making that thinking visible to the buyers who need it most.
The AI did not create generic content. It just exposed him.
The organizations that stand out today are not the ones that offer the best incentives. They are the ones who are willing to express what they sincerely believe, what they have learned through experience, and what they see others consistently miss.
The real advantage comes from knowing, with real clarity, what your organization thinks and saying it precisely enough that the right buyers immediately recognize it as the prospect they were looking for.
Image by pch.vector on Magnific
