B2B businesses benefit too, even without a physical product. The reason is straightforward: audience behaviour has changed, and the channels that reach them have changed with it.

If a user uploads a photo of peach-pineapple-mango sparkling water and asks the model to “create a world around it,” the model can identify the peach, pineapple, and mango and build a scene with those elements. This examination of marketing strategy looks at what is driving the change, how brands are responding, and what the outcomes suggest for the rest of the market.

The strategic context behind marketing strategy

Understanding what prompted this shift requires looking at the broader landscape.

She built prompt templates that accept a reference image of each animal.

Why Your AI Images Look Like Everyone Else’s (and How to Fix It) by Michael Stelzner / August 11, 2026 Do your AI-generated images look like everyone else’s?

The problem isn’t the technology; it’s the skill level of the people using it.

The detail here matters because it illustrates how strategy translates into execution.

How the approach works in practice

The execution details are where the real insights lie.

The practical impact extends beyond product photography.

It generates something entirely new based on learned patterns.

The catch is that most people aren’t giving it those details.

What this looks like in practice is instructive for any marketing team planning a similar approach.

What the evidence shows

The measurable results provide a clear picture of the impact.

A few years later, the old tells, such as six-fingered hands, uncanny valley eyes, and plastic-looking skin, have largely disappeared.

Lauren deVane compares the situation to judging all piano music by watching a five-year-old bang keys in a dentist’s office.

This article was co-created by Lauren deVane and Michael Stelzner.

The specifics deserve attention because they reveal the thinking behind the decisions.

What it means for marketers

Brands looking to apply these lessons should consider several factors.

A CPG brand with one product in ten flavours can write a single prompt template, feed in each flavour’s reference image, and generate a unique scene for each variation.

The details here reflect a pattern seen across the industry, where strategy and execution must align to produce meaningful outcomes.

The details here reflect a pattern seen across the industry, where strategy and execution must align to produce meaningful outcomes.

For any brand considering a comparable path, the operational detail is where the real learning lies.

For marketing teams watching these developments unfold, the practical path forward involves testing, learning and committing to what works. The evidence is there for those willing to study it. The brands that act on it will be the ones setting the pace for the rest of their markets.

Strategy without execution is theory. Execution without strategy is noise. The most effective marketing teams understand that the two must operate together, each informing the other in a continuous loop. That principle holds whether the specific tactic involves creators, platforms, content formats or measurement frameworks.