TINKER

What TINKER does

TINKER is a Seoul-based fashion technology startup founded in May 2022 by CEO Kim Tae-uk (김태억) that operates an AI-powered personal styling platform targeting the 4.7 million single men in their 30s and 40s in South Korea. The company's core product, the TINKER Mobile Fitting Room, is a virtual try-on application that uses computer vision to let users upload their photo and visualize clothing items on their own face and body, addressing the friction of returns and exchanges in online fashion purchases. Two additional AI-powered features — Custom Size Recommendation and Coordination Combination Suggestion — are advertised as 'coming soon' and aim to provide personalized sizing based on body type and skin tone, and automated outfit bundling that converts single-item purchases into multi-item orders.

The platform combines proprietary AI algorithms for outfit coordination with mobile-first distribution, monetizing via fashion e-commerce transactions. TINKER is headquartered in Seoul with a localized Japanese-language site indicating regional expansion plans, and is backed by Bon Angels Venture Partners (seed, May 2022) and selected for Korea's government TIPS program in August 2024. Marketing channels include Instagram (@tinker_mens_style), Linktree for app and pitch-deck distribution, and KakaoTalk for customer support. The company received the 'Excellent Startup Award' at the 10th Korea Excellent Companies Awards hosted by Money Today in April 2024, validating its positioning within the Korean men's fashion tech segment.

Name

TINKER

Legal name

TINKER

Website

https://tinker-seoul.com

Company type

Private

Founded year

2022

Operating status

Operating

Short description

TINKER is a Seoul-based AI fashion technology startup operating a virtual try-on mobile platform that targets single men in their 30s and 40s in South Korea, with planned expansion into Japan and upcoming AI size recommendation and outfit coordination services.

Ownership category

akta.pro rank

Product category

AI Fashion Styling Platform

akta.pro primary industry

Virtual Styling & Outfit Planning (HSACAJAF)

Keywords

• AI fashion styling
• Virtual try-on
• Men's fashion platform
• Outfit coordination
• Size recommendation

Headquarters

HQ city

Seoul

HQ country

South Korea

HQ region

Asia

Offices1 record

Markets served

GTM type

B2C

Offering type

Software

Cost components

Technology or R&D, Personnel, Marketing or Sales, Operations

Revenue model

1. Fashion E-commerce: Online fashion retail through mobile platform. Facilitates product discovery through AI coordination, with transaction fees or margin on sales as primary revenue mechanism.

Go-to-market motion1 record

Distribution channels3 records

Marketing channels4 records

Core offering

TINKER operates an AI-powered men's fashion styling platform targeting single men in their 30s and 40s in South Korea. Its core offering is an AI Mobile Fitting Room where users upload their photo and virtually try on clothing from multiple brands using computer vision, with an underlying coordination algorithm that suggests complete outfit combinations. Revenue is generated through marketplace commissions and/or sales margins on fashion transactions facilitated through the platform.

Product overview

TINKER is an AI-powered men's fashion styling platform serving the 3040 (men in their 30s-40s) demographic in South Korea. The core product is the Mobile Fitting Room, a virtual try-on service where users can upload their photo and virtually try on clothes using AI computer vision technology. This is complemented by two upcoming AI-powered services: Custom Size Recommendation (which analyzes body type and skin tone for personalized sizing) and Coordination Combination Suggestion (which recommends complete outfit combinations to increase purchase value). The platform addresses the inefficiency of men's online fashion shopping by eliminating the friction of returns and exchanges through accurate virtual try-on experiences.

Differentiator

Problem solved

Functional benefit

Products and services

• TINKER Mobile Fitting Room (모바일 피팅룸) AI-powered virtual try-on platform where users register their photo and try on clothing from various brands and styles on their mobile device. Enables users to see how clothing looks on their own face and body, reducing the need for returns and exchanges in men's online fashion shopping.

Quantifiable outcome

• Product bundling increases: customers purchasing 1 item can be converted to 2+ items through AI coordinate recommendations, doubling net profit

Segments1 record

Ideal customer profiles1 record

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability4 records

Feature3 records

Scale indicators2 records

Recent moves6 records

Expansion highlights4 records

Broad incumbents

• Musinsa: Korea's largest men's fashion platform with broad assortment and strong brand. Broad incumbent in the same Korean men's fashion e-commerce market TINKER targets, with vastly larger scale, brand relationships, and traffic.
• Stitch Fix: US-based AI-driven personal styling service combining data science with human stylists. Broad incumbent in AI fashion personalization, demonstrating the scaled model of AI-augmented styling that TINKER is pursuing for Korean men.
• 29CM: Major Korean curated fashion e-commerce platform with strong brand portfolio and editorial positioning. Broad incumbent competing for the same Korean online fashion shopper with deeper curation and brand partnerships than TINKER.

Direct peers

• 3DLOOK: AI body scanning and virtual fitting technology provider for apparel e-commerce. Direct peer to TINKER's size recommendation and virtual try-on features, offering comparable computer-vision-based body measurement solutions to fashion retailers.
• Bold Metrics: AI-powered size and fit recommendation engine for apparel brands and retailers. Direct peer to TINKER's planned Custom Size Recommendation service, using body data to predict best-fit sizes and reduce returns.
• Zeekit: Pioneering AI virtual try-on platform for women's fashion that was acquired by Walmart in 2021. Direct functional peer to TINKER's Mobile Fitting Room feature, demonstrating both the strategic value and the exit path of virtual try-on technology.
• True Fit: AI sizing and fit personalization platform used by major apparel retailers and marketplaces globally. Direct peer to TINKER's size recommendation value proposition, focused on reducing returns through data-driven fit predictions.
• Vue.ai: AI platform for fashion retailers offering virtual try-on, product tagging, and personalized styling recommendations. Direct peer to TINKER in AI-driven fashion styling, though Vue.ai focuses on enterprise B2B versus TINKER's consumer app.
• Reactive Reality: Provider of AI-powered virtual try-on and digital fashion twin technology for fashion e-commerce. Direct peer to TINKER's Mobile Fitting Room, enabling photo-realistic garment visualization on personal avatars.

Emerging players

• Obsess: Emerging virtual try-on and 3D shopping experience platform for fashion and beauty brands. Emerging player with overlapping virtual try-on capabilities to TINKER, though more focused on immersive 3D storefronts than personal styling.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat3 records

Key risks6 records

Key highlights6 records

Customer concentration

• Instagraminstagram.com/tinker_mens_style

Revenue estimate

Valuation estimate

Number of profiles

Profiles1 record

Funding overview

Funding rounds1 record

Investors1 record

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about TINKER