Introduction
Open twenty cybersecurity company websites. You will find the same dark blue backgrounds, the same padlock icons, and the same network graphics suggesting complexity and control. The products are different. The design is almost identical.
This is not a problem exclusive to technology. Wellness brands all use earthy tones and whispering typography. Fintechs share the same gradients and the same modern blues. AI companies use orbital forms, names ending in vowels, and a corporate blue that looks as though it came from the same Figma file. Close your eyes and imagine any market category. You have seen this before.
This phenomenon has a name: blanding. A blend of bland and branding. Artificial intelligence did not create it. It merely accelerated it.
AI as an Engine of Averages
Generative AI does not invent. It identifies the most statistically likely outcome based on what it absorbed during training. And what it absorbed was the internet already narrowed by cautious brands, already converging around the same colour palettes, the same typefaces, and the same visual conventions.
The problem deepens through a continuous cycle: AI-generated output returns to the internet, the next model is trained on it, and what counts as “good design” becomes progressively narrower. It is like photocopying a document and then photocopying the copy. The finer details disappear. What remains is a simplified version of the original high in contrast and low in soul.
The result? Design is becoming cheaper and faster. And, at the same time, increasingly uniform.
What Is Lost When Everything Looks the Same
It is not only an aesthetic issue, although there is plenty of that.
When everything within a category looks the same, purchasing decisions are reduced to two criteria: familiarity and price. Brand equity the accumulated weight of distinctive visual choices made over time loses its meaning. A brand that blends in with its competitors is a brand competing to be the cheapest, not the most memorable.
In 2024, Coca-Cola recreated its iconic Christmas advert using generative AI. The technical results were refined in a second version in 2025, but the criticism was precise: it felt like an imitation of nostalgia, rather than nostalgia itself. The value of a brand such as Coca-Cola is built on decades of accumulated emotional warmth. That warmth does not exist in the training data of any model.
As someone recently put it with precision: “We were producing soulless work long before AI appeared. The difference now is that AI can produce that soulless work in seconds.”
The Perspective No Tool Can Replace
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At Octopus, we work with AI. We use it for rapid exploration, to test variations, and to accelerate stages where speed matters. But we know and firmly believe that AI is a generation tool, not a judgement tool.
It is useful during the exploratory stage: structure, variation, and volume of ideas. What it cannot do is assess what makes something truly distinctive. Because distinction is, by definition, statistically unusual. And AI is, by nature, a machine of averages.
The 80% that AI produces quickly is a starting point. The remaining 20% the part that makes the work memorable, allows a brand to be recognised before its name appears, and creates a genuine emotional connection requires a human eye. A perspective shaped by experience, context, and intention.
That is where the work of a design studio begins.
The answer is not to reject the tools. It is to understand what they do when no one is guiding them and to interrupt that process with intention.
Starting outside the algorithm means feeding the creative process with references that existed before the current trend cycle: books, cinema, architecture, material culture. Anything the model has not yet reduced to an average.
Embracing friction as a creative choice means recognising that audiences can tell when something has been made with care. When AI makes generic elegance cheap, what cannot be generated becomes more valuable.
Above all, it means defining what the brand is before deciding what it looks like. Visual identity is the consequence of strategy, not the other way around. A brand that knows what it is has a compass no tool can replace.
Design with a Point of View
The paradox of 2026 is this: it has never been easier to produce design. And it has never been harder to create design that stands out.
At Octopus, we prefer to navigate the open sea. We explore, question, and move through ideas until we find what is essential. We build visual identities that cannot be mistaken for anything else. That survive the scroll. That remain after the screen has been closed.
Because, ultimately, what a brand wants is not to look modern. It is to be recognised.
Octopus Design Studio. Dive in with us.
