There is a default AI brand, and you have seen it a thousand times. A violet-to-blue gradient. A sparkle icon. A glowing neural mesh or an abstract orb. A friendly lowercase sans serif. Sometimes a robot.

These choices made sense when AI itself was the point of difference. Now almost every product has AI inside, and the default look says only one thing: this is one of many.

Metabrand designs brands for AI, SaaS and fintech startups, and most of its recent projects began with the same brief: “make us look like an AI company, but not like every other AI company.” This is the approach the studio uses.

1. Ban the clichés on purpose

Before anyone sketches, write down the visual clichés of your category: the gradient, the sparkle, the orb, the brain, the robot, the circuit board. Then agree as a team not to use them. It sounds obvious, but most AI brands end up with two or three of these simply because nobody ruled them out.

2. Borrow a metaphor from outside AI

The strongest AI brands take their imagery from somewhere else. Ask what the product does for people in the physical world. Does it see, sort, guide, translate, assemble? A metaphor from photography, navigation, physics or craft will feel fresher than anything from the AI visual vocabulary.

DeltaGen, a Metabrand client, tells B2B sales teams why they win and lose deals. The product works like a thermal camera pointed at the sales pipeline: it shows where a deal warmed up and where it went cold. So the identity renders classical sculptures, hands and product objects as heatmaps, familiar subjects seen through data, with the hidden gaps suddenly visible. The heatmap also gave DeltaGen a palette far away from the usual violet.

3. Let the product draw the logo

Look at your own interface before you look at logo galleries. Nodes, cards, connectors, states and transitions are often more distinctive than any invented symbol. The mark Metabrand designed for SuperPlane, for example, is lifted straight from its own interface: two workflow cards and the connector between them, bent into the S of the name.

4. Make motion part of the identity

AI products are about things happening: data moving, agents working, answers taking shape. A static logo can’t show that. Decide early how the brand moves: what animates, how fast, and what never moves at all. SuperPlane’s identity moves as a field of arrows that turns toward the cursor, because the product exists to point a team’s agents in one direction. The same field fills the website, social posts and event screens.

5. Test color and type where the product lives

Many AI tools live in dark mode, in terminals and dashboards. Test the palette there first, not on a white slide. A restrained palette with one signal color, held back for the moment something important happens, usually reads more confident than a full gradient.

6. Cover the logo

Hide the logo on your homepage, a social post, and a product screen. If people can still tell it’s your brand, the system works. If it looks like any AI startup, go back to step two.

An AI brand doesn’t need to look like AI. It needs to look like the specific thing your product does. That is harder to find than a gradient, and it is the one part of the brand your competitors can’t copy.

Bogdan Sandu
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Written by Bogdan Sandu

Bogdan Sandu is a seasoned designer who has been designing websites since 2008. Renowned for his expertise in logo design and visual branding, Bogdan has developed a multitude of logos for various clients. His skills extend to creating posters, vector illustrations, business cards, and brochures. Additionally, Bogdan's UI kits were featured on marketplaces like Visual Hierarchy and UI8. He also wrote in the past years on sites like Design Your Way, WebDesignerDepot, WPDean, Designmodo, Speckyboy, Slider Revolution, and more.