Most AI brand images fail the same way: each one looks fine alone, and together they look like ten different companies. The fix is not a cleverer prompt. It is a visual style system: a short written guide that fixes the creative decisions before any image is generated, so every image starts from the same place. This is the method I use for AI Brand Visuals, written out so you can apply it yourself.
Write down four things before generating anything: the style references you will reuse, tested prompt recipes, rules for light, colour and composition, and a do-not list. Generate a small test set, approve the direction, and only then make the full batch. Keep the document, so the next campaign starts on brand too.
One System, Three Brands
Credit: a 15-second cut of the AI Brand Visuals showreel. The stills and clips are my own AI work; the film and its score are built in code. Northline, Kiln & Co and Vela are invented example brands.
Why AI Images Drift
An image model makes dozens of decisions for every prompt: where the light comes from, how saturated the colours are, how close the camera sits, what the background is, how polished the surfaces look. When you do not specify them, it chooses, and it chooses differently every time. Even the same prompt run twice can change most of them.
Brand teams usually respond by adding adjectives (premium, modern, clean). Those words are too vague to fix anything. What stays consistent is not a mood but a set of concrete, repeatable choices, written down where the whole team can see them.
The Four Parts of a Style System
| Part | What it fixes |
|---|---|
| Style references | Three to five images that define the look, reused on every generation. In Midjourney this is the style reference feature; other tools have image references. Note what each reference contributes: light, colour, texture or composition. |
| Prompt recipes | Templates for each kind of image you need (hero, product in context, social square) with fixed wording and one clearly marked variable. Tested, not just written. |
| Rules | Short do statements for light, palette (with hex codes), framing and camera, subjects, texture and finish. For example: golden hour, low and wide, one subject, matte surfaces. |
| Do-not list | The specific things that break the brand: stock smiles, a cliché the category overuses, an off-palette colour, a style that reads as generic AI. Usually the most useful page of the four. |
A Worked Example: One Image, Three Brands
The teaser above shows the idea in one shot. The same campaign still (a woman in a yellow suit with a megaphone) is regraded into three invented brands:
- Northline: desaturated, then pushed to teal; cool, technical and calm.
- Kiln & Co: warm, sepia-leaning and earthy; crafted and human.
- Vela: high contrast, deep violet; bold and nocturnal.
Grading alone only changes colour. A full style system goes further: it would change the light, the framing, the subject and the setting at generation time, so a Northline image and a Kiln & Co image differ in what they show, not only in tint. The grade is just the clearest way to see that the same raw material can serve very different brands once the decisions are written down.
Build One in Five Steps
- Brief. Collect the brand basics: what it sells, three personality words, the logo colours, and where the images will live. Gather three to five images you like and two you dislike, with one line each on why.
- References. Choose the reference images and write what each contributes. Drop any that pull in different directions.
- Test set. Write the recipes and rules, then generate a small test set of six to eight images. Judge each against the rules, not against taste in the moment.
- Approve. Fix the rules that failed, regenerate, and get one person with authority to approve the direction before any volume is made.
- Hand over. Produce the full set, then keep the system as a living document. Add every new rule you discover to it, so the next campaign starts where this one ended.
The Honest Limits
Consistent campaign imagery, website hero images and loops, mood and lifestyle scenes, social content in volume, and a look your team can keep producing after the project.
A product that must appear exactly as it is (packaging, labels, fine details) needs photography. Real people need their consent and are usually better photographed. Logos and type should be added in design, not generated.
One more honest note on ownership. Tools differ in the commercial rights they grant, so check your plan. Copyright is a separate question: the US Copyright Office has said that material generated purely by AI is not protected by copyright, while human creative contributions can be. If exclusivity matters for a key image, plan more hand-made design into it.
Copyable Starter Brief
Paste this into Claude, ChatGPT or Gemini to draft a first version of your style system. It asks for the brief first, then writes all four parts and a test plan.
Draft your visual style system
Brief first, then references, recipes, rules and a do-not list.
When to Hire It Out
Building the system yourself is entirely possible; the five steps above are the whole method. It is worth hiring out when the look has to be right the first time (a launch, a rebrand, a campaign with a deadline), when you want a designer's eye on the references and the do-not list, or when you need the images, loops, films and music made as well as the system.
That is what AI Brand Visuals covers: a Style Kit (the system, 12 key stills and 3 motion loops), a Website Visual Kit, and a Campaign Pack, each with a fixed quote and a first set you approve before the full batch is made. The work made this way is public on visions.joaoqueiros.com.
Sources
Tools: Midjourney Style Reference documentation. Copyright: US Copyright Office, Copyright and Artificial Intelligence. Film: the AI Brand Visuals showreel and its making-of notes. The method and the example brands are my own.