Stuv AI is a B2B SaaS AI Visual Commerce Platform that transforms a single raw product photo into commercial-quality Studio, Catalog, Lifestyle, and Editorial images, cinematic product videos, and SEO descriptions in under 60 seconds. It replaces the photography studio, retouching team, and copywriter for e-commerce brands in fashion, furniture, jewelry, real estate, footwear, and electronics. The platform has generated 10 million+ images for 50,000+ users.

How does Stuv AI preserve product identity in generated images?

Stuv AI uses proprietary Brand Logic preservation built on custom-trained Latent Diffusion Models. Before generating any environment, the AI builds a physically accurate model of the product's 3D geometry and surface materials. Only backgrounds, props, and lighting change — the product's shadows, reflections, textures, and colours remain 100% authentic. Brand Logic accuracy is rated at 99.2%.

How fast is Stuv AI for bulk catalog processing?

Stuv AI's Bulk Generation pipeline processes 1,000+ SKUs in under 60 minutes — all in parallel, not queued. Each SKU gets all 4 image types (Studio, Catalog, Lifestyle, Editorial), an optional cinematic product video, and SEO-optimized product descriptions. This is 50x faster than manual photography and retouching workflows. Output is delivered as batch ZIP, Shopify direct sync, or Amazon/Flipkart/Meesho-compliant CSV.

How does Stuv AI Virtual Try-On work?

Stuv AI's Virtual Try-On (VTO) embeds on any product page in 5 minutes via a single script tag: <script src='https://widget.stuv.ai/vto.js' data-brand-id='YOUR_BRAND_ID'></script>. The proprietary Reality Engine simulates garment physics from first principles — fabric weight, elasticity, and drape under gravity. Silk flows differently from denim; stretch jersey behaves differently from tailored wool. Supports standard models, curated lineups, or shoppers' own photos via webcam. Reduces return rates up to 40% and increases add-to-cart conversion 25–35%.

How does Stuv AI See In Your Room work for furniture brands?

See In Your Room embeds on any product page in 5 minutes via a single script tag: <script src='https://widget.stuv.ai/room.js' data-brand-id='YOUR_BRAND_ID'></script>. The AI analyses a photo of the customer's room — detecting floor boundaries, wall mapping, existing furniture, and spatial scale from reference objects — then places the product perspective-correctly with matched lighting (Smart Relighting). Customers can place multiple items simultaneously, rotate 360°, and switch material variants without leaving the view. Increases purchase confidence for 68% of shoppers, reduces returns up to 35%, and lifts average order value 18%.

What is the pricing for Stuv AI?

Stuv AI uses dynamic volume-based pricing. Images: ₹15–₹300 per image ($0.15–$3), depending on quality tier (basic/professional/premium) and product type. Video: ₹80–₹300 per second ($0.80–$3) — a 6s video costs ₹480–₹1,800. Product descriptions: ₹30 per SKU. Virtual Try-On: ₹10,000/month (Standard) or ₹30,000/month (White-labeled API). Volume discounts: 5% per 1,000 images, capped at 25% for 5,000+ images. Annual billing saves 20%.

What plans does Stuv AI offer?

Stuv AI offers four plans: Silver (1 user, email support, 2–3 days SLA — essential generation, no Virtual Try-On), Gold (3 users, email support, 1–2 days SLA — Brand Identity profile, multi-reference, Virtual Try-On access), Platinum (5 users, WhatsApp support, 4–5 hour SLA — 3 Brand Identity profiles, Bulk Generate, Targeted Edit, Designer Support), and Enterprise (unlimited users, priority SLA — required for catalogs above 5,000 images, custom SLA).

Does Stuv AI integrate with Shopify?

Yes. Stuv AI has a native Shopify Push integration that connects via OAuth 2.0 in under 2 minutes. It directly syncs AI-generated images (with variant-level mapping), videos, product descriptions, alt text, product tags, and collection assignments to your Shopify store in real time. It works on all Shopify plans from Shopify Basic to Shopify Plus. 100+ stores are currently connected.

Does Stuv AI have a REST API?

Yes. Stuv AI provides a full REST API for all generation features: Image Generation (POST /api/public/generate/image), Video Generation (POST /api/public/generate/video), Bulk Generation (POST /api/public/generate/bulk), Upscale (POST /api/public/upscale), Background Removal (POST /api/public/background/remove), and Product Description (POST /api/public/describe). Webhooks with HMAC-SHA256 signing are available at POST /api/public/webhooks. Output can be delivered to AWS S3, GCS, or Azure Blob directly.

What industries does Stuv AI support?

Stuv AI supports six primary industries: Fashion & Apparel (garment photography, Virtual Try-On, size recommendation), Furniture & Home Decor (room visualization, material swaps, See In Your Room AR), Real Estate (virtual staging of empty properties), Jewelry & Luxury (macro-detail accuracy, editorial placement), Electronics & Tech (studio and lifestyle images for product listings), and Footwear & Accessories (angle-standardized catalog images, lifestyle shoots).

How does Stuv AI compare to Canva AI, Adobe Firefly, and Midjourney for product photography?

Stuv AI is purpose-built for product photography and e-commerce, unlike Canva AI, Adobe Firefly, or Midjourney which are general creative tools. Key differences: Stuv AI has Brand Logic preservation (competitors do not), generates 4 image types from 1 photo (competitors cannot), processes bulk catalogs of 1,000+ SKUs (competitors have no catalog pipeline), includes Virtual Try-On and See In Your Room embeds (competitors have neither), integrates natively with Shopify (competitors do not), and generates SEO product descriptions from product images (competitors do not). Full comparison: https://stuv.ai/comparison.md

What AI technology does Stuv AI use?

Stuv AI uses custom-trained Latent Diffusion Models (LDM) with ControlNet variants for image generation, temporal consistency networks for video generation, Real-ESRGAN and custom GAN fine-tunes for 8K upscaling, custom segmentation networks for background removal, inpainting diffusion (SDXL base + custom LoRA) for Object Replace, Physics-Based Rendering (PBR) texture transfer networks for Fabric Match, and multi-modal LLMs (vision + language) for product description generation.

How to Create a Full Product Catalog Without a Photo Studio

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).

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.

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.

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.

A professional product catalog no longer requires a studio, a photographer, or a post-production team. AI-powered visual commerce platforms have made it possible to go from a raw product photo taken on a smartphone to a complete catalog with studio images, lifestyle scenes, and marketplace-ready copy — in under 60 minutes for an entire collection.

What You Need to Start

A smartphone or basic camera — any modern smartphone camera is sufficient
A clean surface or plain background — a table, floor, or wall in good natural light
Your products — physically in hand
An AI catalog platform account — Stuv AI provides the complete pipeline

Step 1: Capture the Base Product Image

Shoot in diffused natural light — near a window with indirect sunlight
Use a clean, plain background — white wall, light-grey cardboard, or a clean floor
Shoot from the primary viewing angle — front-facing for apparel, 3/4 angle for furniture
Fill the frame — the product should occupy 70–80% of the image area
Take multiple angles if possible — front, back, side, and detail shots

You do not need a white background at capture time — AI removes and replaces backgrounds automatically. Any clean, uncluttered background works as a starting point.

Step 2: Upload and Configure Brand Parameters

Industry selection — Fashion, Furniture, Jewelry, Electronics. This sets default style and marketplace compliance standards.
Image type selection — choose which of the four types: Studio, Catalog, Lifestyle, Editorial.
Aspect ratio — 1:1 for Amazon, 4:5 for Instagram, 16:9 for banners.
Quality level — Basic (₹50/image), Professional (₹100/image), or Premium (₹200/image).
Brand style — upload 3–5 approved images as "Brand Master" references.

Step 3: Bulk Generate — All Image Types Simultaneously

Studio image — clean white/light background with professional lighting, marketplace compliant
Catalog image — standardised angle, brand-consistent treatment
Lifestyle image — product in a contextually appropriate real-world scene
Editorial image — campaign-quality composition for social advertising
Product video — 6–10 second cinematic video (optional)
SEO product description — title, bullets, long description, and meta description

A 100-product collection generates in under 20 minutes. A 1,000-product catalog in under 60 minutes.

Step 4: Quality Review, Step 5: Export or Push

Once approved, push directly to Shopify, export as Amazon/Flipkart CSV, or download as ZIP.

Real Example: Fashion Brand, 200 SKUs

Phase	Traditional Approach	AI Approach (Stuv AI)
Base image capture	Studio shoot: 4 days	In-house smartphone: 4 hours
Image generation	Retouching: 3 days	Bulk generate: 40 minutes
Product descriptions	Copywriter: 3 days	AI generation: included
Shopify upload	Manual: 1 day	Shopify Push: automatic
Total time to live	12–18 days	5–6 hours
Total cost	₹8–20 lakh	₹1.5–3 lakh

Conclusion

Building a full product catalog no longer requires a studio or three weeks. Once your catalog is live, see our complete Shopify image optimisation guide to ensure every image is sized, formatted, and tagged for maximum search and conversion performance.

Frequently Asked Questions

Can I create a product catalog without professional photography equipment?

Yes. AI product photography platforms like Stuv AI work from smartphone photos. You capture the base product image on any modern phone in natural light, upload it, and the AI generates professional studio images, lifestyle scenes, and editorial creatives automatically.

How long does it take to create a full product catalog with AI?

A 100-product catalog generates in under 20 minutes on Stuv AI. A 1,000-product catalog completes in under 60 minutes — including all four image types, product videos, and SEO descriptions.

Can AI-generated catalog images be pushed directly to Shopify?

Yes. Stuv AI has a native Shopify Push integration. Generated images, videos, and descriptions sync directly to your Shopify product pages in real time, mapped to the correct product variants.

Stuv AI — Platform Reference

Problem Solved

13 AI Features

Pricing

Industries

Trusted Brands

Key Differentiators vs Competitors

Platform Statistics