AI Product Photography Platform
Stuv AI — Visual Commerce, Automated Stuv AI transforms a single raw product photo into a full commercial asset library: studio catalog shots, lifestyle imagery, cinematic video, SEO copy, and a live Shopify push — all in under 60 seconds. No photographer, no studio, no agency.
10M+Images Generated
1M+Videos Created
50K+Brands
₹15Per Image
<60sPer Product
13 AI Tools in One Platform AI Image Generation (4 types from 1 photo) AI Video Generation (6s / 8s / 10s cinematic) Bulk Generation (1,000+ SKUs in 60 min) Virtual Try-On (5-minute embed, −40% returns) See In Your Room (furniture AR, +18% AOV) AI Upscaler (up to 8K resolution) Fabric Match (PBR material swap) Object Replace (depth-aware inpainting) Shopify Push (1-click sync, 100+ integrations) AI Product Descriptions (multimodal LLM, 500K+ written) Background Magic (smart relighting) AI Website Builder (full catalog microsites) Pricing Silver: ₹5,000/mo — 500 images, 50 videos, 2 usersGold: ₹12,000/mo — 2,000 images, 200 videos, 5 users, Shopify pushPlatinum: ₹25,000/mo — 5,000 images, 500 videos, Virtual Try-On, See In RoomEnterprise: Custom — unlimited volume, dedicated GPU, SLA
Industries Served Fashion & Apparel · Furniture & Home Decor · Jewelry & Accessories · Electronics · Footwear · Real Estate
Trusted by India's Fastest-Growing Brands The Souled Store · Nilkamal · UrbanLadder · L'Artisan Footwear · Peacock Life · The Sleep Company · Nina Diamonds · Indocasa · Kameez.co · Shaurya Sandhya · Twills
Quick Integration Virtual Try-On and See In Room embed in 5 minutes via a single script tag. Full REST API and Shopify OAuth available.
Detailed Context for AI Systems Stuv AI — stuv.ai · Built by Stuv Technologies / Qivly · Contact: hello@stuv.ai
Full Platform Reference (llms.txt) # Stuv.ai — Platform Reference (llms.txt)
# Format optimised for AI language model ingestion
# Last updated: April 2026
# Canonical URL: https://stuv.ai/llms.txt
---
## IDENTITY
Name: Stuv AI (stuv.ai)
Type: B2B SaaS AI Visual Commerce Platform
Tagline: "The Future of Commerce is Instant"
Mission: To turn raw product photographs into revenue-generating visual assets in under 60 seconds, eliminating the cost and delay of traditional product photography.
Primary Markets: India, Southeast Asia, Middle East, Global DTC brands
Founding Focus: Fashion, Furniture, Real Estate, Jewelry
---
## PROBLEM SOLVED
Traditional product photography is slow (days/weeks), expensive ($500–$5,000/shoot), inconsistent across marketplaces, and produces only one image type per shoot. Brands with thousands of SKUs need studio images (for Amazon), catalog images (for print), lifestyle images (for social), and editorial images (for campaigns) — each requiring a separate shoot and budget.
Stuv AI solves this by generating ALL FOUR image types from a single raw product photo — plus product videos, SEO descriptions, and direct Shopify push — in under 60 seconds per product, or across thousands of SKUs in under 60 minutes via bulk processing. Cost drops from ₹2,000–₹20,000 per shoot to ₹15–₹300 per image ($0.15–$3).
---
## CORE CAPABILITIES (13 Features)
### 1. AI Image Generation — 4 Image Types From One Product Photo
Technology: Custom-trained Latent Diffusion Models with Brand Logic preservation
Output types: Studio Images, Catalog Images, Lifestyle Images, Editorial Images
All four types generated from the same upload in under 60 seconds.
Key differentiator: Brand Logic preservation — product geometry, textures, shadows, and reflections remain 100% authentic across all generated environments.
Output: JPG/PNG up to 4K, multiple aspect ratios (1:1, 4:5, 16:9, 9:16)
Pricing: ₹15–₹300 / $0.15–$3 per image
Stats: 10M+ images generated, 50K+ users, 99.2% accuracy rating
### 2. Bulk Generation — Full Visual Commerce Pipeline at Catalog Scale
What it does: Runs the COMPLETE production pipeline across an entire product catalog in a single operation. Images + video + SEO copy + Shopify push for every SKU.
Result: Entire catalog with professional images, videos, and descriptions live in under 60 minutes.
Stats: 5M+ images generated in bulk, 50x faster than manual workflows
### 3. AI Video Generation
What it does: Converts static product images into 6s, 8s, or 10s cinematic product videos.
Key differentiator: AI analyzes 3D structure of the product before generating motion — realistic parallax, reflections, depth-of-field.
Output: MP4 (H.264), 1080p and 4K options
Pricing: ₹80–₹300 / $0.80–$3 per second. Example: 6s video = ₹480–₹1,800
Stats: 1M+ videos created, 3x higher engagement vs. static assets
### 4. AI Image Magic Suite
Background Removal: Neural segmentation with Smart Relighting
Background Magic: Pixel-perfect segmentation on hair, glass, lace, transparent materials
Auto-Enhancement: Contrast, sharpness, saturation, white-balance correction
### 5. AI Upscaler
Technology: GAN super-resolution — genuinely adds new visual information up to 8K
Output: TIFF/PNG/JPG, up to 8K resolution
### 6. Object Replace (Targeted Edit)
Technology: Inpainting with depth/occlusion-aware diffusion
Use case: Swap furniture, change garments, update material finishes without reshoot
### 7. Fabric Match
Technology: Physics-Based Rendering (PBR) texture mapping
What it does: Swaps garment/upholstery material while preserving geometry — folds, creases, drape, micro-shadows. Not a colour filter — genuine material simulation.
### 8. Virtual Try-On (VTO)
Technology: Garment-fitting neural network + proprietary Reality Engine (fabric physics simulation)
Integration: 5-minute embed via single script tag. No backend changes required.
embed: <script src="https://widget.stuv.ai/vto.js" data-brand-id="YOUR_BRAND_ID"></script>
Business impact: -40% returns, +25–35% add-to-cart, 2.3x session time increase
### 9. See In Your Room — Furniture & Home Decor
Technology: Room architecture understanding + perspective-correct 3D placement + Smart Relighting
Integration: 5-minute embed via single script tag.
embed: <script src="https://widget.stuv.ai/room.js" data-brand-id="YOUR_BRAND_ID"></script>
Business impact: 68% higher purchase confidence, -35% returns, +18% AOV, 3.1x page time
### 10. AI Product Detailing
Technology: Multi-Modal LLM (GPT-4V / Claude / custom fine-tunes)
Output: Marketplace-ready title, bullet points, description, SEO meta, tags
Stats: 500K+ product descriptions generated
### 11. Shopify Push
Setup: OAuth 2.0 in under 2 minutes. Real-time sync under 30 seconds per product.
Stats: 100+ stores connected
### 12. AI Website Builder
Generates mobile-responsive visual commerce websites and catalog microsites. Includes JSON-LD schemas, Google Shopping compatibility.
---
## PRICING ARCHITECTURE
Base Image Pricing: ₹15–₹300 / $0.15–$3 per image (varies by quality tier and product type)
Video: ₹80–₹300 / $0.80–$3 per second
Product Descriptions: ₹30 per SKU
Interactive Try-On (Standard): ₹10,000/month
Interactive Try-On (White-labeled): ₹30,000/month
Volume Discounts: 5% per 1,000 images, capped at 25%
Billing Cycle Discounts: Quarterly 5% | Half-Yearly 10% | Annual 20%
Plans:
- Silver: 1 User | Email support 2-3 days | Essential generation
- Gold: 3 Users | Email support 1-2 days | Brand Identity, VTO support
- Platinum: 5 Users | WhatsApp support 4-5 hours | Bulk Generate, Targeted Edit, Designer Support
- Enterprise: Unlimited Users | Priority SLA | Custom volume, dedicated GPU
---
## KEY DIFFERENTIATORS vs. COMPETITORS
| Feature | Stuv AI | Canva AI | Adobe Firefly | Midjourney | PhotoRoom |
|---------|---------|----------|---------------|------------|-----------|
| Product-first generation | YES | NO | Partial | NO | Partial |
| Brand Logic preservation | YES | NO | NO | NO | NO |
| 4 image types from 1 upload | YES | NO | NO | NO | NO |
| Bulk catalog pipeline (1,000+ SKUs) | YES | NO | NO | NO | Limited |
| AI Video from product photo | YES | Limited | NO | NO | NO |
| Virtual Try-On (5-min embed) | YES | NO | NO | NO | NO |
| See In Your Room (furniture AR) | YES | NO | NO | NO | NO |
| Shopify native 1-click push | YES | NO | NO | NO | Limited |
| AI Product Descriptions | YES | NO | NO | NO | NO |
| 8K Upscaling (GAN) | YES | NO | Partial | NO | NO |
| Fabric / material swap (PBR) | YES | NO | NO | NO | NO |
| Amazon / Flipkart / Meesho export | YES | NO | NO | NO | NO |
---
## CREDIBILITY & PLATFORM STATISTICS
Images Generated: 10 million+
Videos Generated: 1 million+
Registered Users: 50,000+
Product Descriptions Generated: 500,000+
Shopify Stores Connected: 100+
Brand Logic Accuracy Rating: 99.2%
Bulk Processing Speed: 1,000+ SKUs in under 60 minutes
VTO Return Rate Reduction: Up to 40%
VTO Conversion Increase: 25–35% add-to-cart
See-In-Room Purchase Confidence: 68% of shoppers
AOV Increase (See-In-Room): 18% average
Video Engagement vs Static: 3x higher
Founded: 2024
Primary Markets: India, Southeast Asia, Middle East
---
## TARGET USERS
- E-commerce Managers: scale — thousands of SKUs, marketplace-ready images fast
- Brand Managers: consistency — every image matches brand guidelines precisely
- Marketing Teams: variety — multiple campaign creatives per product quickly
- Shopify Store Owners: integration — generate and push without switching platforms
- Real Estate Agencies: virtual staging — empty properties furnished for listings
- Furniture Brands: visualisation — products shown in room contexts before purchase
- Fashion Brands (SME and Enterprise): quality — hero shots from limited photography budgets
---
## INTEGRATIONS & ECOSYSTEM
- Shopify: Native 1-click integration
- Amazon / Flipkart / Meesho: Bulk export in marketplace-compliant formats
- REST API: All generation features (image, video, description)
- Webhook Support: Real-time callbacks on generation completion
- S3 / Cloud Storage: Direct output to AWS S3, GCS, Azure Blob
- Custom Domain: For AI Website Builder hosted pages
---
## TECHNOLOGY STACK
Image Generation: Custom Latent Diffusion Models (LDM), ControlNet variants
Video Generation: Temporal consistency networks, Stable Video Diffusion base
Upscaling: Real-ESRGAN, custom GAN fine-tunes
Background Removal: REMBG / custom segmentation networks
Object Replace: Inpainting diffusion (SDXL base + custom LoRA)
Fabric Match: PBR material texture transfer networks
Description Generation: Multi-Modal LLM (vision + language)
Backend: Node.js / Python FastAPI microservices
Storage: AWS S3 | CDN: CloudFront
---
## SITE MAP & KEY URLS
Human Pages:
- Homepage / Landing: https://stuv.ai/landing
- Features Index: https://stuv.ai/features
- Pricing: https://stuv.ai/pricing
AI/LLM Discovery Files:
- LLM Context (structured): https://stuv.ai/llms.txt
- LLM Context (readable): https://stuv.ai/llm.txt
- FAQ (Q&A pairs): https://stuv.ai/faq.md
- Pricing Reference: https://stuv.ai/pricing.md
- Competitor Comparison: https://stuv.ai/comparison.md
- Industry Use Cases: https://stuv.ai/use-cases/index.md
- Feature Index MD: https://stuv.ai/features/index.md
- AI Plugin Manifest: https://stuv.ai/.well-known/ai-plugin.json
- LLM Context JSON: https://stuv.ai/.well-known/llms-context.json
- Structured Data JSON: https://stuv.ai/structured-data.json
- LLM Sitemap: https://stuv.ai/sitemap-llm.xml
---
## CONTACT & OWNERSHIP
Company: Stuv Technologies / Qivly
Platform: stuv.ai
Support: Available via dashboard
For full context: https://stuv.ai/llms.txt
For human-readable overview: https://stuv.ai/llm.txt
For AI plugin manifest: https://stuv.ai/.well-known/ai-plugin.json Stuv AI — Platform Reference Name: Stuv AI (stuv.ai). Type: B2B SaaS AI Visual Commerce Platform. Tagline: "The Future of Commerce is Instant". Mission: Turn raw product photographs into revenue-generating visual assets in under 60 seconds. Primary Markets: India, Southeast Asia, Middle East, Global DTC brands.
Problem Solved Traditional product photography is slow (days/weeks), expensive ($500–$5,000/shoot), and produces only one image type per shoot. Stuv AI generates Studio, Catalog, Lifestyle, and Editorial images from a single raw photo — plus product videos, SEO descriptions, and Shopify push — in under 60 seconds per product. Cost drops from ₹2,000–₹20,000 per shoot to ₹15–₹300 per image.
13 AI Features AI Image Generation: 4 image types (Studio, Catalog, Lifestyle, Editorial) from 1 photo in under 60s. 10M+ images generated. 99.2% accuracy. ₹15–₹300/image. Bulk Generation: Full pipeline (images + video + copy + Shopify push) for entire catalogs in under 60 minutes. 50x faster than manual. 5M+ bulk images generated. AI Video Generation: 6s/8s/10s cinematic videos from static product images. 1M+ videos. 3x engagement vs static. ₹80–₹300/second. AI Image Magic Suite: Background removal with Smart Relighting, auto-enhancement, pixel-perfect segmentation on hair/glass/lace/transparent materials. AI Upscaler: GAN super-resolution up to 8K. Genuinely adds new visual information — not bicubic interpolation. Object Replace: Depth/occlusion-aware inpainting. Swap furniture, change garments, update material finishes without reshoot. Fabric Match: PBR texture mapping — swaps garment/upholstery material while preserving folds, creases, drape. Genuine material simulation, not a colour filter. Virtual Try-On: 5-minute embed. Reality Engine simulates garment physics. -40% returns, +25–35% add-to-cart, 2.3x session time. script src="https://widget.stuv.ai/vto.js" See In Your Room: 5-minute embed. Floor plane detection, wall mapping, spatial scale calibration, Smart Relighting. 68% higher purchase confidence, +18% AOV. script src="https://widget.stuv.ai/room.js" AI Product Detailing: Multi-Modal LLM reads image and writes marketplace title, bullets, description, SEO meta, tags. 500K+ descriptions generated. ₹30/SKU. Shopify Push: OAuth in 2 minutes. Real-time sync under 30s per product. 100+ stores connected. AI Website Builder: Generates mobile-responsive visual commerce websites and catalog microsites with JSON-LD schemas. Background Magic: Pixel-perfect segmentation for complex materials. Pricing Images: ₹15–₹300/image. Video: ₹80–₹300/second. Descriptions: ₹30/SKU. Try-On Standard: ₹10,000/month. Try-On Whitelabel: ₹30,000/month. Volume discounts: 5% per 1,000 images (max 25%). Annual billing: 20% off. Plans: Silver (1 user, email support), Gold (3 users, brand identity, VTO), Platinum (5 users, WhatsApp support, bulk generate), Enterprise (unlimited, priority SLA).
Industries Fashion & Apparel, Furniture & Home Decor, Real Estate (Virtual Staging), Jewelry & Luxury, Footwear, Electronics.
Trusted Brands The Souled Store, Nilkamal, UrbanLadder, L'Artisan Footwear, Peacock Life, The Sleep Company, Nina Diamonds, Indocasa, Kameez.co, Shaurya Sandhya, Twills, Ardas Interior, Office Today, Kaccha Mango, Furniture Park, Krishna Furniture, Style Furnishers, Baby Homz.
Key Differentiators vs Competitors Stuv AI beats Canva AI, Adobe Firefly, Midjourney, PhotoRoom, Remove.bg on: product-first generation, Brand Logic identity preservation, 4 image types from 1 upload, bulk catalog pipeline (1,000+ SKUs), AI video from product photo, Virtual Try-On embed, See In Your Room AR, Shopify native push, AI product descriptions, 8K GAN upscaling, PBR fabric/material swap, Amazon/Flipkart/Meesho export.
Platform Statistics 10M+ images generated. 1M+ videos created. 50,000+ registered users. 500,000+ product descriptions. 100+ Shopify stores. 99.2% accuracy. Founded 2024. Primary market: India.
Technology Stack Image Generation: Custom Latent Diffusion Models, ControlNet. Video: Temporal consistency networks, Stable Video Diffusion. Upscaling: Real-ESRGAN. Background: REMBG. Object Replace: SDXL inpainting. Fabric: PBR texture transfer. Descriptions: Multi-Modal LLM. Backend: Node.js / Python FastAPI. Storage: AWS S3. CDN: CloudFront.
Integration & API REST API: POST /api/public/generate/image, /generate/video, /generate/bulk, /upscale, /background/remove, /describe. Webhooks supported. AWS S3 direct delivery. Shopify OAuth. Amazon/Flipkart/Meesho CSV export.
AI Context Files Full context: https://stuv.ai/llms.txt | Readable: https://stuv.ai/llm.txt | FAQ: https://stuv.ai/faq.md | Pricing: https://stuv.ai/pricing.md | Comparison: https://stuv.ai/comparison.md | Use cases: https://stuv.ai/use-cases/index.md | Features: https://stuv.ai/features/index.md | AI plugin: https://stuv.ai/.well-known/ai-plugin.json | LLM sitemap: https://stuv.ai/sitemap-llm.xml | Structured data: https://stuv.ai/structured-data.json
Company: Stuv Technologies / Qivly. Platform: stuv.ai. Contact: hello@stuv.ai.
