BRAND-TRAINED VISUALS

AI Visuals that are unmistakably yours.

Flock doesn't generate generic fashion photos. It learns your brand's visual language, composition rules, styling system, fit standards and produces images that belong in your catalog.

For creative directors and brand managers who need absolute control over visual output. Flock's brand training ensures every generated image passes your creative review.

We train on the details that define your brand.

Composition rules

Your preferred shot angles, framing, and crop ratios.

Styling language

How garments are worn, tucked, layered, and accessorized.

Model direction

Pose library, expression tone, hand placement, gaze direction.

Color and lighting

Your color grading, shadow style, and background palette.

How brand training works.

Our onboarding process is designed to capture the unique DNA of your brand in just a few weeks, ensuring every generated image aligns perfectly with your creative standards.

1. Week 1: Brand audit
   We analyze your existing catalog imagery, style guide, and creative direction docs.

2. Week 2: Model training
   Flock's AI learns your visual patterns from 50-200 reference images.

3. Week 3: Calibration
   Your creative team reviews outputs and provides feedback. We fine-tune.

Ongoing: Continuous learning

The model improves with every batch you approve.

One brand voice. Thousands of images.

Every image in this grid was AI-generated by Flock — with the same brand training applied.

One product. Every market. Locally relevant visuals.

Adapt model diversity, styling cues, and scene context for each region you sell in — from a single product image.

Relevant visuals convert. Generic ones don't.

Localization isn't just translation — it's visual representation. Customers need to see themselves in your brand to build trust.

Source: Global Ecommerce Representation Index, 2025.

• 80% Shoppers are more likely to buy when they see themselves represented in product imagery.
• 25% Average increase in conversion rates for brands using localized visuals in non-domestic markets.

Automated at catalog scale.

This doesn't happen one product at a time. It's an automated pipeline.

1. Define parameters
   Set your specific markets and their visual rules: model demographics, styling nuances, and preferred scene contexts.

2. Flock generates
   Flock's AI engine automatically reads your product catalog and renders market-specific visual variants in minutes.

3. Deploy via API
   Push region-specific assets directly to each storefront, CRM, or ad channel instantly via our robust API.

Clean, perfectly lit product shots at catalog scale.

Generate consistent, marketplace-compliant product images for every SKU — without a photo studio.

Studio-quality assets for every touchpoint.

Convert more shoppers with diverse visual formats—from high-performance marketplace stills to styled creative flat lays and interactive 360° experiences.

White background

Clean, marketplace-compliant assets that meet Amazon, Walmart, and Google Shopping technical specs.

Styled flat lay

Curated arrangements with props and contextual lighting tailored specifically for your DTC storefront.

360° spins

Interactive rotation views designed to increase buyer confidence for high-consideration products.

One image in. Dozens of assets out.

From a single product shot, generate on-model images, lifestyle scenes, social media assets, email banners, and marketplace listings — all at once.

Say goodbye to shooting separate campaigns for every channel format. We automate variation generation at catalog scale.

Format Library

PDP Hero Images

1080×1440

High-resolution on-model or clean backdrop variants for product detail pages.

Social Feed

1080×1080

Instagram grid posts and Pinterest pins tailored with brand styling.

Stories & TikTok

1080×1920

Full-screen vertical formats designed for maximum mobile engagement.

Email Marketing

1200×600

Wide lifestyle hero banners and tightly cropped product blocks.

Marketplace Specs

2000×2000

Ultra-high resolution, pure white background compliance for Amazon & Walmart.

Paid Ads Library

Custom
Meta, Google Shopping, and Pinterest ad variations auto-generated at scale.

Train Flock AI on your brand, See the results in your demo

Share your style guide and we'll show you brand-trained samples.