🤖

AI Verdict

Confidence: High
⚠️ High Risk

Market shows promise but ISO 3D demonstrates classic pre-PMF failure patterns: no revenue, negative growth, weak founder presence, and undifferentiated technology. Better opportunities exist in adjacent 3D/AI spaces with clearer monetization paths.

💰

Financials

MRR$0
30d Growth-24.0%
🌱 Early Stage
🏗️

Buildability

39
Challenging
ISO 3D

ISO 3D

À VENDA

Transforme Imagens 2D em Visualizações Isométricas 3D Impressionantes Instantaneamente

🤖 IA🔗 Visit Website ↗𝕏 @xiyanio
💰Contact Seller🔍See similar
🤖AI Deep Dive

AI-powered 2D to isometric 3D converter with $0 MRR and -24% monthly growth, struggling to find product-market fit.

📊
Market SizeMedium($100M-$1B) - 3D visualization market growing at 15% CAGR, isometric niche estimated at $300M
📈
Growth StagePre-PMF
⏱️
Build Time3-4 months for basic 2D-to-3D conversion
💼
Business ModelTool
🏰Competitive Moat

None - No proprietary tech stack, weak social proof, and declining metrics suggest minimal defensibility

⚔️Main Competitors
Spline (web-based 3D design)Blender (free open-source)Vectary (3D design platform)Manual conversion in Figma/Illustrator
👥Who's it for
  • Architects, interior designers, and real estate developers needing quick 3D visualizations from floor plans
  • Game developers, product designers, and marketing agencies creating isometric assets
💡Market Opportunities
  • No clear pricing strategy
  • Weak positioning in crowded AI image space
  • No integration with design tools
  • Limited output customization
🎯Differentiation Ideas
  • Focus on architectural/floor plan conversion
  • API-first approach for design tools integration
  • Mobile app for on-site measurements to 3D
  • Collaborative editing features
📣Growth Channels
Direct outreach to design agenciesArchitecture/design communitiesContent marketing around isometric design
🚀Viral Potential

Low - Niche use case with limited sharing incentives. Isometric conversions are utility-focused rather than social.

⚠️Risk Factors
  • AI image-to-3D quality still unreliable for professional use
  • Established 3D tools adding similar features
  • High customer acquisition costs in niche market
  • Technical complexity of accurate depth estimation
🚀How to Build Something Similar
Complexity
6/10
Estimated Cost

$15k-$25k for MVP (mostly AI model development and 3D rendering infrastructure)

Key Features
  • Image upload with edge detection
  • Depth estimation AI model
  • Isometric projection engine
  • Basic material/texture application
  • Export to common 3D formats
Suggested Stack
Next.js/React frontendPython FastAPI backendPyTorch/TensorFlow for depth estimationThree.js for 3D renderingAWS/GCP for GPU inference
MVP 范围

Skip: Real-time collaboration, Advanced lighting controls, Animation features, Multiple export formats beyond GLTF/OBJ

🔍SEO Keywords
2D to 3D converterisometric generatorfloor plan to 3DAI 3D modelingimage to isometric
Tendências de receita
🤖 AI Revenue Insights
📉TrendFalling (0.0%)
💰Avg daily revenue$0
📊StabilityLow
💡Revenue is declining—worth investigating
Receita diária2025-11-10 → 2026-01-18
$64$46$28$102025-11-102025-12-222026-01-18Receita▲ $59▼ $15
Receita por hora12-27 02:00 → 01-18 10:00
$22$14$6-$212-27 02:0001-12 19:0001-18 10:00Receita▲ $20▼ $0
Tech Stack
🛠️Tech Stack
⚛️Frontend
Astro
📊Analytics
Google Analytics
Market Insights
✨Perguntar à IA
📊Comparação de referência
MRR$0
Top 100%
Receita total$275
Top 26%
Crescimento 30d-24.0%
Top 100%
Seguidores162
Top 61%
Referência da categoria
ai
MRR médio$11,628
Crescimento médio+85.7%
Produtos na categoria307
🎯Nível de competição
💰Validação de mercado
📈Momentum de crescimento
← Voltar ao feed