AI Verdict
Confidence: MediumMarket is large and growing with clear pain point, but requires significant technical execution and differentiation from established players. Opportunity exists in niche segments or superior user experience.
Financials
Buildability
iLook
Les achats en ligne sont un pari. iLook résout ce problème en vous permettant d'essayer des tenues sur votre propre photo, pour que chaque achat soit fait en toute confiance.
AI virtual try-on tool with $0 MRR, solving online shopping confidence through photo-based outfit visualization.
Potential tech moat in AI model accuracy and user photo processing; currently minimal defensibility
- Fashion-conscious online shoppers (18-35) who experience high return rates due to fit uncertainty
- Small-to-medium e-commerce fashion retailers needing virtual try-on capabilities
- No B2B API offering
- Lack of size recommendation engine
- No integration with major e-commerce platforms
- Missing social features
- Focus on sustainable fashion (reduce returns)
- Build for specific niches (wedding, maternity)
- Add social styling community
- Integrate with Instagram/TikTok
Medium - visual results are shareable but requires high-quality output to drive organic sharing
- High technical barrier for accurate clothing simulation
- Privacy concerns with user photos
- Competition from well-funded players (Amazon, Google)
- User adoption requires near-perfect visual quality
$15k-$30k for MVP (mostly AI development and cloud costs)
- AI-powered garment segmentation
- Realistic clothing warping on user photos
- User photo upload and processing
- Basic outfit library
- Share functionality
Skip: Multi-angle views, Fabric simulation, Advanced body measurements, Mobile app