Context

AI tools are powerful. But for brand teams, they still feel like work.

From Instagram orders to a full e-commerce experience

Visuella is an AI-powered visual platform for marketers, creators, and small brand teams who need campaign-ready visuals without learning prompts, editing broken layouts, or rebuilding the same content for every format.

Brand direction

The product started from a simple tension: AI can generate almost anything, but busy non-technical users still struggle to get visuals that feel consistent, branded, and usable. The goal wasn’t to make “another AI generator”. It was to make AI feel like a calm visual assistant.

Problem

The output was fast. The experience around it wasn’t.

The output was fast. The experience around it wasn’t.

The output was fast. The experience around it wasn’t.

Creating visuals is easy. Creating branded visuals isn't.

What we improved after launch

After launch — what we changed

After the store launched, we kept iterating — small, focused changes driven by real user behaviour and business goals.

01

Prompt fatigue

Prompt fatigue

Users don’t always know how to describe what they want visually.

02

Broken brand consistency

Broken brand consistency

AI visuals often look good once, but don’t stay aligned across campaigns.

03

Too much manual work

Too much manual work

One idea still needs to become a post, story, banner, and ad format.

04

Low trust in editing

Low trust in editing

Small changes can break the layout, product angle, or visual balance.

TARGET USERS

The core users are brand marketers, content creators, small business owners, and social media leads. They are visual enough to care about aesthetics, but often don’t have time, budget, or technical confidence to work with advanced AI tools.

To understand how creative teams actually use AI visuals, I conducted 7 interviews with marketers, brand designers, and content creators.

*Remote interviews with marketers, brand designers, and content creators

RESEARCH

Flair AI

Flair AI

Built specifically for fashion, beauty, and DTC brands. Offers visually strong product renders and branded scenes, but still expects users to think like designers. Creating the right result often requires experimentation, moodboards, and manual adjustments.

Pebblely

Pebblely

Fast and approachable for simple product imagery. Users can quickly place products into ready-made scenes, but personalization remains limited. Outputs often feel template-driven and less aligned with unique brand identities.

Canva AI

Canva AI

Combines generation, editing, and publishing in a familiar ecosystem. Accessible for a broad audience, yet the experience is heavily editor-focused and generated content can feel generic without significant customization.

Midjourney & Sora

Midjourney & Sora

Produce high-quality visuals and videos with impressive creative freedom. However, both rely on prompting expertise and offer limited control over brand consistency, layouts, and repeatable marketing workflows.

Opportunity for Visuella

Opportunity for Visuella

The gap wasn't image generation. The gap was brand consistency. Existing tools help users create visuals. Few help them create visuals that stay aligned with brand guidelines, adapt across formats, and remain easy to edit without breaking the final composition.

USABILITY TESTING

Testing the flow before designing the interface

Testing the flow before designing the interface

Testing the flow before designing the interface

Before moving into high-fidelity design, I tested the core experience with 8 participants using Maze. The goal was to understand whether users could successfully navigate the workflow, understand the product logic, and complete key tasks without guidance.

The tests were conducted on wireframes, allowing me to validate the experience early and identify usability issues before investing time into visual design.

What we improved after launch

Design changes I’d make now

After the store launched, we kept iterating — small, focused changes driven by real user behaviour and business goals.

01

Starting from a blank state felt difficult

Starting from a blank state felt difficult

Participants often hesitated when asked to create visuals from scratch. Many expected suggestions, templates, or guidance before taking action.

02

Users wanted more control over AI outputs

Users wanted more control over AI outputs

Users wanted more control over AI outputs

While automatic generation was appreciated, participants wanted confidence that important elements wouldn't change unexpectedly during edits.

03

Consistency mattered more than unlimited creativity

Consistency mattered more than unlimited creativity

Consistency mattered more than unlimited creativity

Most users preferred predictable, brand-aligned results over endless creative variations.

DESIGN RESPONSE

Turning research insights into product decisions

Turning research insights into product decisions

Turning research insights into product decisions

The research revealed a common pattern: users didn't need more generation options. They needed more confidence, guidance, and consistency throughout the workflow. To address these needs, I focused on three core product directions.

Brand Style Loader

Brand Style Loader

Users can upload brand assets once and automatically apply visual rules across future generations.

Brand Style Loader

Users can upload brand assets once and automatically apply visual rules across future generations.

Moodboard-based generation

Moodboard-based generation

Instead of writing prompts, users can guide the AI through visual references, moodboards, and predefined creative directions.

Moodboard-based generation

Instead of writing prompts, users can guide the AI through visual references, moodboards, and predefined creative directions.

Multi-format content creation

Multi-format content creation

Generate campaign-ready assets for different channels without rebuilding visuals from scratch.

FINAL SOLUTION

Designing a visual AI assistant instead of another image generator

Designing a visual AI assistant instead of another image generator

Designing a visual AI assistant instead of another image generator

The final product combines AI-powered image generation with a structured workflow focused on brand consistency, visual quality, and ease of use. Rather than relying on prompt engineering, users are guided through a visual-first experience built around moods, references, and brand assets.

MARKETING EXPERIENCE

Communicating the product value in seconds

Communicating the product value in seconds

Communicating the product value in seconds

Alongside the product experience, I designed a marketing website focused on explaining the product through outcomes rather than technical AI terminology. The goal was to immediately demonstrate what users can create, how the workflow works, and why it feels different from existing AI tools.

What we improved after launch

After launch — what we changed

After the store launched, we kept iterating — small, focused changes driven by real user behaviour and business goals.

Reflection

What this project taught me about AI product design

What this project taught me about AI product design

What this project taught me about AI product design

Working on Visuella reinforced an important lesson: the challenge is no longer generating visuals. The challenge is helping users trust, control, and reuse AI-generated content within real workflows.

AI needs trust, not only speed

AI needs trust, not only speed

Fast generation alone doesn't create a good experience if users don't feel confident using the results.

AI needs trust, not only speed

Fast generation alone doesn't create a good experience if users don't feel confident using the results.

Testing early changes better decisions

Testing early changes better decisions

Validating flows before visual design helped uncover issues that would have been much more expensive to fix later.

Testing early changes better decisions

Validating flows before visual design helped uncover issues that would have been much more expensive to fix later.

Brand consistency is the real differentiator

Brand consistency is the real differentiator

The strongest opportunity wasn't creating more images. It was helping teams create visuals that remain consistent across campaigns, formats, and iterations.

Available

Let's build

something real

Let's build

something real

Let's build

something real

Let's build

something real

© 2026 Daria Perepadia. All Rights Reserved.

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