All case studies
FashionConfidential Project

AI UGC for Fashion Brand

Virtual try-on and styling UGC ads for an apparel brand — AI-generated talent, real product, built for TikTok-native feel.

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01

The Project

Overview

A TikTok-native ad set using AI-generated talent for virtual try-ons and styling content — production-quality variety without a single shoot day.

02

The Problem

Business Challenge

Fashion ads live or die on volume and freshness. Traditional shoots couldn't keep pace with the creative refresh rate paid social demands.

03

The Approach

Creative Strategy

Build a repeatable AI try-on pipeline: one product flat-lay in, styled on-model scenes out. Rotate settings, seasons, and styling angles weekly without re-shooting.

04

Groundwork

Research

Analyzed top-performing apparel ads for format patterns — try-on hauls, 'styling one piece three ways', and fit-check formats dominate watch time.

05

First Two Seconds

Hook Strategy

Hooks matched to native TikTok fashion formats:

  • H1Fit check — mirror to street transition
  • H2Styling one piece, three ways
  • H3"The jacket everyone asks about"
  • H4Outfit transition on beat drop
06

The Words

Script

Styling scripts with beat timing and text-overlay direction per variant.

Full Script

Coming Soon

07

Pre-Production

Storyboard

Storyboard Frame

Storyboard Frame

Storyboard Frame

Storyboard Frame

08

Production

AI Images

AI Generated Image

AI Generated Image

AI Generated Image

AI Generated Image

AI Generated Image

AI Generated Image

09

The Deliverable

Final AI Video

Video Preview

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Video Preview

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Video Preview

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10

Post-Production

Editing Process

Native-feel editing: quick cuts, trending audio structure, on-screen text in platform-native styling rather than brand-heavy graphics.

11

What Shipped

Deliverables

  • 5 UGC-style try-on ads
  • AI on-model imagery set
  • Reusable hook library
  • Weekly refresh templates
12

Performance

Results

CTR

Coming Soon

ROAS

Coming Soon

CPA

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Hook Rate

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Watch Time

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Performance metrics are published only from real campaign data — coming soon.

13

In Their Words

Client Testimonial

Client Testimonial

Coming Soon

Future Success Story

Fashion Brand — Coming Soon

14

Takeaways

Lessons Learned

  • Platform-native styling beats brand-polished styling for fashion UGC.
  • A repeatable pipeline matters more than any single hero ad.

Want creative like this for your brand?

The same pipeline — research, hooks, script, AI production, and final cut — applied to your product.