Stuv AI gives a business a team of self-evolving AI agents — Listing, Content, Marketing, Insights, Engagement and Inbox & Sales, plus 15+ named specialists under a supervisor — that produce and publish listings, write copy, build campaign creative, analyse Meta/Google Ads and Shopify performance, power immersive shopping experiences, and answer and close customer conversations 24/7. Every agent shares one Organization Knowledge Brain, so output is specific to the brand and compounds with every order, ad result, chat and correction. It is sold as a credit subscription from ₹9,900/month, and has generated 200,000+ assets for 200+ brands.

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 is sold as a credit subscription, excluding 18% GST: Small Biz ₹9,900/month (15,000 credits, up to 3 of 15 AI agents), Medium Biz ₹39,900/month (80,000 credits, all 15 agents plus Goals, virtual try-on, see in your room and fabric change), Scaleup Biz ₹99,900/month (2,20,000 credits, 5 team members, custom website integration) and Enterprise Biz ₹4,99,900/month (12,00,000 credits, unlimited members, dedicated 24x7 support). Quarterly billing saves 5%, annual saves 15%. Credits roll over while the subscription renews and extra credits top up at ₹1 each. Credit rates: 2K image 150, video 150/sec at 720px or 300/sec at 1080px, virtual try-on 150, SEO description ~150 per product, agent conversation 10/20/30 on the basic/advanced/super model tier.

What plans does Stuv AI offer?

Stuv AI offers four subscription plans plus a Custom Plan: Small Biz (₹9,900/month, 15,000 credits, 1 user, up to 3 of the 15 AI agents), Medium Biz (₹39,900/month, 80,000 credits, 3 users, all 15 AI agents plus Goals and long-running agents, virtual try-on, see in your room, fabric change), Scaleup Biz (₹99,900/month, 2,20,000 credits, 5 users, custom website integration for the content funnel, see in your room on your own website) and Enterprise Biz (₹4,99,900/month, 12,00,000 credits, unlimited users, dedicated 24x7 support). Custom Plans cover volumes beyond Enterprise with custom integrations, a dedicated account manager and enterprise SLAs.

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.

From Product Photos to Reels and Shorts Ads with AI: Specs, Structure and Workflow

Stuv AI — Platform Reference

Name: Stuv AI (stuv.ai). Type: B2B SaaS — self-evolving AI agents for business. Tagline: "AI agents that automate & grow your business". Mission: Give every business a team of always-on AI agents — listing, content, marketing, insights, engagement and sales — sharing one Organization Knowledge Brain that gets smarter with every order, ad result, chat and correction. Pricing: credit subscriptions from ₹9,900/month. 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. Content production cost drops by roughly 90%, on a fixed monthly subscription from ₹9,900.

13 AI Features

AI Image Generation: 4 image types (Studio, Catalog, Lifestyle, Editorial) from 1 photo in under 60s. 99.2% Brand Logic accuracy. 150 credits per 2K 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

Credit subscriptions (excl. 18% GST): Small Biz ₹9,900/mo (15,000 credits, up to 3 of 15 AI agents) · Medium Biz ₹39,900/mo (80,000 credits, all 15 agents + Goals, try-on, see in your room, fabric change) · Scaleup Biz ₹99,900/mo (2,20,000 credits, 5 users, custom website integration) · Enterprise Biz ₹4,99,900/mo (12,00,000 credits, unlimited users, 24x7 support) · Custom Plans beyond that. Quarterly −5%, annual −15%. Credits roll over; top up at ₹1/credit. Credit rates: 2K image 150 · video 150/sec (720px) or 300/sec (1080px) · try-on 150 · SEO description ~150/product · agent conversation 10/20/30 by model tier.

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.

Image-to-video models can now turn a single product photo into a convincing few-second clip. That is not yet an ad. An ad needs to stop a thumb in the first seconds, show the product in a context the buyer recognises, justify the price and end with a clear next step — while fitting around the buttons and captions each platform overlays on vertical video.

Know the canvas before you generate anything

Placement	Aspect ratio	Resolution	Notes
Instagram & Facebook Reels / Stories	9:16	1080 × 1920	Keep text and key product details inside the safe zone
Instagram & Facebook feed	4:5 (or 1:1)	1080 × 1350	4:5 takes more screen space in feed than 1:1
YouTube Shorts	9:16 (square or taller)	1080 × 1920	Shorts can be up to 3 minutes since October 2024
YouTube in-stream / website	16:9	1920 × 1080	Product pages and landing pages

The 9:16 safe zone

Vertical placements overlay the profile name and “Sponsored” label at the top and captions, CTA and engagement buttons at the bottom and right. Widely used guidance for Meta’s vertical placements is to keep text and essential visuals out of roughly the top 14%, the bottom 35% and about 6% on each side. On a 1080 × 1920 canvas, that is about 270 px at the top and 670 px at the bottom. Always confirm in Ads Manager’s placement preview, which reflects the current interface.

Generate frames with the product in the middle of the frame, not near the bottom. Price tags, offers and logos placed in the lower third will be covered.

A structure for a 15–30 second product ad

Shot	Seconds	Job	Example (solid wood coffee table)
Hook	0–3	Stop the scroll	Fast push-in on the grain as light moves across the table top
Context	3–8	Help the viewer imagine owning it	The table in a styled living room, morning light
Detail	8–13	Justify the price	Close-up of joinery and edge finish
Proof or offer	13–20	Reduce risk	On-screen text: “Solid sheesham · 5-year warranty · Free delivery in Bengaluru”
End frame	20–25	Tell them what to do	Product on clean background, brand, “Shop now” / “Book a visit”

Workflow: photos to finished ad

1. Write the storyboard in one line per shot

Describe what the viewer sees, not the camera technique. “Family placing coffee cups on the table” is clearer than “lifestyle shot”. An AI storyboard tool can draft the shot list from product details; edit it so every shot has a job.

2. Generate a still frame for each shot

Create each frame from the real product photo so the product stays identical across shots. Generate the frames in 9:16 from the start rather than cropping a landscape image later. On Stuv, frame images cost about ₹15–₹50 each.

3. Write one motion per clip

Weak motion prompt	Better motion prompt
“Cinematic video of the table”	“Slow push-in toward the table edge, soft sunlight moving left to right”
“Camera moves around dynamically”	“Smooth 30-degree orbit from left to front, table stays centred”
“Make it look premium”	“Shallow depth of field, focus pulls from cup to wood grain”

Keep clips at 5–8 seconds; you will trim them. Complex prompts with several simultaneous movements are the most common cause of warped products.

4. Check product fidelity

Does the product shape stay constant through the clip?
Do logos, prints and hardware stay legible and unchanged?
Would a customer receiving this product feel misled? If yes, regenerate — accuracy matters more than a dramatic move.

5. Edit

Trim each clip to its strongest 2–5 seconds
Add on-screen text for the key message — many viewers watch without sound
Add music at a level that doesn’t overpower voice-over if you use one
Place all text inside the safe zone and check in the platform preview

Test hooks, not whole videos

Once you have context, detail and end shots, create three to five versions with different first three seconds — a texture close-up, a before/after room, a price reveal, a problem statement. Run them against the same audience and keep the winning hook for the next product.

What it costs with AI

On Stuv, video uses 150 credits per second at 720p and 300 credits per second at 1080p. A five-shot ad made from 6-second 720p clips is 4,500 credits of video plus five frame images. Credits come from your plan, which starts at ₹9,900/month (excl. GST).

Tools to do this in one place: Video Storyboard for shot planning, frames and clips, AI product video for individual clips, and the Video Editor for trimming, captions and music.

Sources

Frequently Asked Questions

What size should an Instagram Reels ad be?

9:16 at 1080 × 1920 pixels. Keep text and key visuals out of roughly the top 14%, bottom 35% and 6% of each side, and confirm in Ads Manager’s preview.

How long can YouTube Shorts be?

Since 15 October 2024, Shorts can be up to three minutes long for square or vertical videos.

Can I make a video ad from product photos only?

Yes. Generate a vertical frame for each shot from the product photo, animate each frame with one clear motion, check product fidelity, then edit clips with text and music.