# Stuv AI — Frequently Asked Questions
# Canonical URL: https://stuv.ai/faq.md
# Format: Structured Q&A for AI answer engine extraction
# Last updated: August 2026
#
# Cross-references:
#   Full platform context: https://stuv.ai/llms.txt
#   Feature reference:     https://stuv.ai/features/index.md
#   Pricing reference:     https://stuv.ai/pricing.md
#   Comparison:            https://stuv.ai/comparison.md
#   Plans & checkout:      https://stuv.ai/subscriptions

---

## 🤖 What Stuv AI is in 2026 — AI agents for business

Stuv AI gives a business a **team of self-evolving AI agents** that automate and grow it: **Listing, Content, Marketing, Insights, Engagement and Inbox & Sales**, backed by **15+ named specialists** under a supervisor. Every agent shares one **Organization Knowledge Brain** — brand identity, product catalog, marketing performance, store performance, customer signals and your preferences — so everything the agents build is specific to your brand, and gets better with every order, ad result, chat and correction.

**Sold as a credit subscription:** Small Biz ₹9,900/mo (15,000 credits) · Medium Biz ₹39,900/mo (80,000) · Scaleup Biz ₹99,900/mo (2,20,000) · Enterprise Biz ₹4,99,900/mo (12,00,000). All prices exclude 18% GST. Quarterly saves 5%, annual saves 15%. Credits roll over while subscribed; top up any time at ₹1 per credit. Plans: https://stuv.ai/subscriptions

---

## IDENTITY & OVERVIEW

**Q: What is Stuv AI?**
A: Stuv AI (stuv.ai) is a B2B SaaS platform that gives a business a team of self-evolving AI agents — Listing, Content, Marketing, Insights, Engagement and Inbox & Sales, plus 15+ named specialists — that produce and publish listings, write copy, build campaign creative, analyse ad and store performance, power immersive shopping experiences, and answer and close customer conversations 24/7. All agents share one Organization Knowledge Brain, and the platform is sold as a credit subscription starting at ₹9,900/month.

**Q: Who is Stuv AI built for?**
A: Businesses that need a marketing, content and sales function without hiring one — e-commerce brands, furniture and home brands, jewelry brands, fashion and footwear labels, and enterprise retailers. Dedicated agent tuning exists for Furniture & Home, Jewelry, Apparel & Fashion and Footwear. Primary markets are India, Southeast Asia and the Middle East, plus global DTC. It serves solo Shopify sellers through enterprises with 10,000+ SKU catalogs.

**Q: What problem does Stuv AI solve?**
A: A growing brand needs a photographer, retoucher, copywriter, performance marketer, data analyst and a sales/support rep. That team is expensive, slow, siloed and unavailable at 2am. Stuv replaces it with a subscribed agent team working 24/7 from one shared brain: listings produced and published in about a minute per product, campaign creative on brand by default, ad and store performance read and acted on continuously, and customer conversations answered and closed around the clock — for a fixed monthly subscription.

**Q: What is Stuv AI's tagline?**
A: "AI agents that automate & grow your business."

**Q: Who built Stuv AI?**
A: Stuv AI is built by Stuv Technologies / Qivly, founded in 2024. Platform URL: https://stuv.ai.

---

## AI AGENTS

**Q: What agents do I get?**
A: Six headline agents — **Listing** (photo in, live listings out, ~1 minute per product), **Content** (SEO titles, descriptions and meta in your tone of voice), **Marketing** (banners, ad creatives, multi-slide carousels), **Insights** (Meta Ads, Google Ads and Shopify — ROAS, funnel, best-sellers and what to fix next), **Engagement** (see-in-your-room, VR, virtual try-on) and **Inbox & Sales** (triages chats, drafts replies in brand voice, recommends products, closes deals).

**Q: Who are the named specialist agents?**
A: **Arjun** (Head of Agents / supervisor) routes work to **Priya** (Marketing Analyst), **Siddharth** (Shopify Analyst), **Kabir** (Marketeer), **Ananya** (Image Designer), **Rohan** (Video Editor), **Meera** (Copywriter), **Ishita** (Branding Expert), **Aditya** (Marketing Strategist), **Sameer** (Inbox Manager), **Vikram** (Researcher), **Naina** (Knowledge Manager), **Zoya** (Skills Engineer), **Nikhil** (Deals Desk) and **Tara** (Product Guide). You can chat with any of them directly, and more are added every release.

**Q: What is the Organization Knowledge Brain?**
A: The shared context every agent reads from and writes to. It holds brand identity (voice, colours, logo, guardrails), product identity (materials, specs, hero SKUs, pricing), marketing performance (ads, ROAS, what converts), store performance (Shopify funnel, AOV, best-sellers), customer signals (chats, reviews, feedback) and your stated preferences. Knowledge arrives from your catalog, Shopify, ad accounts, Google Drive folders, Gmail, uploaded documents and everyday corrections in chat.

**Q: What makes Stuv's agents different from ChatGPT or a generic AI tool?**
A: Grounding. A generic assistant starts from zero every conversation; Stuv's agents start from your brand, catalog, ad data, store data and past feedback — so the first draft is on brand, and each correction is retained. That is what "self-evolving" means here: the agents compound as the Knowledge Brain grows.

**Q: How many agents are included in my plan?**
A: Small Biz includes up to 3 of the 15 agents. Medium Biz, Scaleup Biz and Enterprise Biz include all 15, plus Goals and long-running agents.

**Q: Can an agent work on something over days instead of just replying?**
A: Yes. **Goals** let an agent pursue a long-running objective across scheduled runs and report progress as it goes. Available on Medium Biz and above.

**Q: Where can I talk to my agents?**
A: In the Stuv dashboard, and on Telegram and email. Analyst agents also render charts (funnel, bar, line, area) inline in chat.

**Q: Can I control how expensive an agent is to run?**
A: Yes. Each agent runs on a model tier you pick — basic (10 credits per conversation), advanced (20) or super (30) — so you can put heavy reasoning only where it pays.

---

## FEATURES & CAPABILITIES

**Q: How many features does Stuv AI have?**
A: Stuv AI has 13 core platform features: AI Image Generation, Bulk Generation, AI Video Generation, AI Image Magic, Background Magic, AI Upscaler, Object Replace, Fabric Match, Garment Visualizer, See in Your Room, AI Product Detailing, Shopify Push, and AI Website Builder.

**Q: What is the "4 image types from 1 upload" feature?**
A: Stuv AI generates four distinct types of professional product images simultaneously from a single raw product photo:
- **Studio Images**: Clean white/gradient background with professional multi-light illumination — fully compliant with Amazon, Flipkart, and Google Shopping standards
- **Catalog Images**: Angle-standardized, brand-consistent shots for print catalogs and lookbooks
- **Lifestyle Images**: Product placed in contextually accurate real-world scenes (living rooms, outdoor settings, city streets) with physically accurate lighting
- **Editorial Images**: Campaign-quality, art-directed compositions for brand marketing and social advertising

**Q: What is Stuv AI's "Brand Logic" feature?**
A: Brand Logic is Stuv AI's proprietary identity preservation technology. It constructs a physically accurate understanding of the product's 3D geometry, material properties, and surface textures before generating any new scene. Only the background environment and props change — the product's exact shadows, reflections, and textures remain 100% authentic across all generated image types. This prevents the "product looks distorted" problem common with generic AI image generators.

**Q: What is Bulk Generation and how fast is it?**
A: Bulk Generation processes an entire product catalog through the full production pipeline in a single automated operation. One bulk run delivers per SKU: all 4 image types + cinematic video (optional) + SEO descriptions (optional) + direct Shopify push. Processing is parallel (all SKUs simultaneously, not in a queue), enabling a 1,000+ SKU catalog to be fully produced in under 60 minutes — 50x faster than manual workflows.

**Q: What is AI Video Generation?**
A: AI Video Generation converts static product photos into cinematic 6-second, 8-second, or 10-second product videos. The AI reconstructs a 3D model of the product from the flat image and generates frame-consistent camera movements (slow-pan, zoom-reveal, orbit), physical lighting shifts, and environmental interactions (fabric flutter, surface reflections, light bounces). No video shoot required. Output is pre-sized for Instagram Reels, TikTok, YouTube Shorts, and Meta Ads.

**Q: What is Garment Visualizer and how does it integrate?**
A: Garment Visualizer allows fashion shoppers to see how a garment fits — on a standardized model, a curated model lineup, or on their own body via webcam or uploaded photo. The proprietary "Reality Engine" simulates garment physics from first principles: fabric weight, elasticity, drape under gravity, bunching at joints, material-specific behavior (silk vs denim vs jersey). Integration takes 5 minutes via a single `<script>` tag. Business impact: reduces return rates up to 40%, increases add-to-cart conversion 25–35%, increases session time 2.3x.

Standard embed:
```html
<script src="https://widget.stuv.ai/vto.js" data-brand-id="YOUR_BRAND_ID"></script>
<stuv-vto product-id="SKU123"></stuv-vto>
```

**Q: What is "See in Your Room" and how does it work?**
A: See in Your Room allows furniture and home decor shoppers to place products into photos of their actual room — via phone camera or uploaded photo — and see a photorealistic, perspective-correct visualisation of how the piece looks in their space. The AI performs full architectural analysis: floor plane detection, wall boundary mapping, existing furniture recognition, spatial scale calibration, and lighting analysis. Integration takes 5 minutes via a single script tag. Business impact: 68% higher purchase confidence, 35% fewer returns, 18% higher average order value, 3.1x longer time on page.

**Q: What is Background Magic?**
A: Background Magic achieves pixel-perfect background removal even on difficult subjects: flyaway hair, transparent glass, intricate lace patterns, and reflective jewelry surfaces. After removal, the "Smart Relighting" engine applies ambient occlusion and colour bounce matching to the new background — preventing the "pasted-on" look that plagues standard background removers. Output options: white, transparent PNG, solid colour, gradient, or custom image.

**Q: What is the AI Upscaler?**
A: Stuv AI's GAN-powered Upscaler predicts and recreates missing pixel data to boost resolution from as low as 128px input to crisp 8K (7680×4320) output — without stretching or blurring. It simultaneously removes JPEG artifacts, compression noise, and lens blur. Essential for OOH advertising, billboards, large-format retail displays, and print catalogs.

**Q: What is Fabric Match?**
A: Fabric Match uses Physics-Based Rendering (PBR) texture mapping to swap the material surface of a garment or upholstered product to a new fabric swatch while preserving fold geometry, crease patterns, drape lines, and micro-shadow patterns. The new material physically reacts to existing scene lighting — silk shows specular highlights, denim shows diffuse scatter. Enables visualizing an entire collection across hundreds of fabrics from a single base photograph.

**Q: What is Object Replace?**
A: Object Replace allows users to mask any object in a scene and replace it with a new one generated from a text prompt or a reference image. The AI analyzes depth layers and occlusion relationships to ensure the replacement sits correctly in the scene, casts accurate shadows, and reflects the scene's ambient light. Used for virtual prototyping — testing new SKUs in existing marketing images without reshooting.

**Q: What is AI Product Detailing?**
A: AI Product Detailing uses multi-modal LLMs that visually read the product image to extract material composition, colour, dimensions, style, and technical attributes — then generate marketplace-ready copy: SEO product title, bullet points, long description, SEO meta description, and platform-specific tags. Adapts tone for luxury, mass-market, or B2B technical audiences. Supports multi-language output. 500,000+ descriptions generated to date.

**Q: What is Shopify Push?**
A: Shopify Push is a native 1-click integration that directly syncs all AI-generated images, videos, and product descriptions from the Stuv dashboard to the connected Shopify store. It handles variant-level image mapping, alt-text injection, product tag management, collection assignment, and bulk catalog updates. Supports Shopify Basic through Shopify Plus. Real-time sync in under 30 seconds. 100+ stores connected.

**Q: What is the AI Website Builder?**
A: The AI Website Builder generates high-performance, mobile-responsive product catalog microsites in under 5 minutes. The AI selects layout patterns that prioritize visual commerce conversion: "Shop the Look" bundles, sticky CTAs, full-bleed imagery sections. Every page includes: JSON-LD structured data for Google Shopping, Open Graph and Twitter Card meta tags, auto-generated sitemap.xml, Google Analytics and Pixel integration hooks.

---

## PRICING — SUBSCRIPTIONS & CREDITS

**Q: How much does Stuv AI cost?**
A: Stuv AI is a credit subscription. Four plans, priced in INR excluding 18% GST:
- **Small Biz** — ₹9,900/month, 15,000 credits/month
- **Medium Biz** — ₹39,900/month, 80,000 credits/month
- **Scaleup Biz** (most popular) — ₹99,900/month, 2,20,000 credits/month
- **Enterprise Biz** — ₹4,99,900/month, 12,00,000 credits/month
- **Custom Plan** — beyond Enterprise volumes, priced on request (+91-7701908440)

**Q: What does each plan include?**
A:
- **Small Biz**: AI image generation, image upscaling, video generation, SEO product descriptions, Shopify push, and up to 3 of the 15 AI agents
- **Medium Biz**: everything in Small Biz, plus all 15 AI agents, Goals & long-running agents, 3 team members, virtual try-on, see in your room, and fabric change
- **Scaleup Biz**: everything in Medium Biz, plus 5 team members, custom website integration for the content funnel, and see in your room embedded on your own website
- **Enterprise Biz**: everything in Scaleup Biz, plus unlimited team members and dedicated 24x7 support

**Q: What is a credit and what does it buy?**
A: A credit is the unit every action consumes:
- 2K image — **150 credits**
- Video at 720px — **150 credits per second**; at 1080px — **300 credits per second**
- Virtual try-on — **150 credits**
- SEO product description — **~150 credits per product**
- AI agent conversation — **10 / 20 / 30 credits** on the basic / advanced / super model tier

**Q: Are there discounts for longer billing cycles?**
A: Yes. Quarterly billing is **5% off** and annual billing is **15% off**; monthly has no discount. Credits are granted per charge (monthly credits × number of months). On annual billing the effective monthly rates are ₹8,415 (Small Biz), ₹33,915 (Medium Biz), ₹84,915 (Scaleup Biz) and ₹4,24,915 (Enterprise Biz).

**Q: Do unused credits expire?**
A: They roll over to the next cycle for as long as your subscription keeps renewing. If the subscription lapses through cancellation or non-payment, remaining plan credits are forfeited.

**Q: What happens if I run out of credits mid-cycle?**
A: Top up at a flat **₹1 per credit**, from ₹500 with no upper limit and no plan change. Top-ups are one-time purchases that work alongside any subscription and land in your wallet instantly.

**Q: How do I know which plan I need?**
A: The plan selector at https://stuv.ai/subscriptions takes your monthly products, images per product, videos and length, try-ons, SEO descriptions and number of agents, and recommends the cheapest plan that fits. Example: 50 products × 3 images (22,500 credits) + 10 six-second 720px videos (9,000) + 50 SEO descriptions (7,500) + 2 agents × 300 advanced conversations (12,000) ≈ 51,000 credits/month → Medium Biz.

**Q: Can I buy without subscribing?**
A: Yes — one-time credit recharges are available at https://stuv.ai/pricingv2, and ₹1/credit top-ups work with or alongside a plan. Subscriptions are cheaper per credit at every tier for recurring volume.

**Q: What is the entry price to start with Stuv AI?**
A: ₹9,900/month + GST for Small Biz (15,000 credits — roughly 100 2K images, or 750 advanced agent conversations, or a mix). You can also start free from https://stuv.ai before subscribing.

**Q: How is payment handled?**
A: Recurring billing runs through Razorpay. 18% GST is added at charge and a GST invoice is issued on every renewal. Upgrade, downgrade or cancel anytime.

---

## INTEGRATIONS & TECHNICAL

**Q: What platforms does Stuv AI integrate with?**
A: Stuv AI integrates with: Shopify (all tiers, native 1-click push), Amazon (bulk export in compliance format), Flipkart (bulk export), Meesho (bulk export), AWS S3 / GCS / Azure Blob (direct cloud storage delivery), REST API (all generation features), Webhooks (real-time completion callbacks).

**Q: Does Stuv AI have a REST API?**
A: Yes. Stuv AI provides a REST API for all generation features — image generation, video generation, description generation, and upscaling. Webhooks are available for real-time generation completion callbacks. API documentation is available via the platform dashboard.

**Q: How do the widget integrations (See in Your Room / See-In-Room) work technically?**
A: Both the See in Your Room (fashion) and See in Your Room (furniture) widgets embed via a single `<script>` tag + a custom HTML element on any product page. No backend changes, no server-side integration, no IT team required. Setup takes under 5 minutes on Shopify, WooCommerce, Magento, or any custom stack. Enterprise tiers offer a full REST API and a native mobile SDK (iOS/Android).

**Q: What output formats does Stuv AI support?**
A: Images: JPG, PNG (transparent), TIFF — up to 4K for AI generation, up to 8K for AI Upscaler. Videos: MP4 (H.264), up to 4K. Descriptions: JSON (structured), plain text, Shopify/marketplace-ready format. Aspect ratios: 1:1, 4:5, 9:16, 16:9.

---

## INDUSTRIES & USE CASES

**Q: Which industries does Stuv AI support?**
A: Fashion & Apparel, Furniture & Home Decor, Real Estate (virtual staging), Jewelry & Luxury, Electronics & Tech, Footwear & Accessories.

**Q: How does Stuv AI help fashion brands?**
A: For fashion: AI Image Generation produces studio/lifestyle/editorial shots from flat-lay or hanger images. See in Your Room lets shoppers see garment fit on diverse models or their own photo. Fabric Match enables visualizing color/fabric variants without reshooting. Bulk Generation processes entire seasonal collections in under 60 minutes. Product Descriptions write SEO copy per SKU.

**Q: How does Stuv AI help furniture brands?**
A: For furniture: See in Your Room places products into customer room photos with perspective-correct rendering, lighting analysis, and scale calibration — eliminating the "will this fit my space" hesitation. AI Image Generation creates lifestyle room scenes. Virtual Staging renders empty rooms as furnished. Video Generation creates cinematic orbits of furniture pieces. Upscaler handles large-format print needs.

**Q: How does Stuv AI help real estate agencies?**
A: For real estate: Virtual Staging fills empty rooms with AI-placed furniture and decor to create compelling listing photos. Background Magic removes distracting backgrounds. Upscaler brings low-resolution property photos to print quality. AI Website Builder creates property listing microsites with SEO schema.

**Q: How does Stuv AI help jewelry brands?**
A: For jewelry: Background Magic handles the extreme precision required for transparent gemstones, reflective metals, and intricate settings. Studio Image Generation creates clean, Amazon-compliant product shots. Upscaler produces OOH and print-quality outputs from macro photography. Editorial Image Generation creates luxury campaign imagery.

---

## PLATFORM STATS & CREDIBILITY

**Q: How many assets has Stuv AI generated?**
A: 200,000+ assets — images, videos and product copy — generated across customer catalogs.

**Q: How many brands use Stuv AI?**
A: 200+ brands are onboard, across furniture & home, jewelry, fashion, footwear, real estate and general retail.

**Q: How many agents does Stuv run?**
A: 15+ specialist agents under a supervisor, with new agents added every release. They are always on, 24/7.

**Q: What results do brands report?**
A: +27% conversion, 3x engagement on pages with immersive experiences, ~90% lower content production cost, 8+ channels published from one upload, and roughly one minute to list a product.

**Q: How fast is bulk processing?**
A: 1,000+ SKUs through the full pipeline — all image types, video and SEO copy — in under 60 minutes.

**Q: What is Stuv AI's image accuracy rating?**
A: 99.2% on Brand Logic preservation — product identity fidelity across generated images.

---

## COMPARISON

**Q: How is Stuv AI different from a single AI tool?**
A: Stuv is not one tool — it is a team of agents sharing an Organization Knowledge Brain, sold as one subscription. Point tools produce an asset when prompted; Stuv's agents know your brand, catalog, ad performance and store data, act on a schedule or a Goal, publish the result, then read what happened and adjust.

**Q: How is Stuv AI different from Canva AI?**
A: Canva AI is a general design tool. Stuv AI is product-first: it preserves the exact geometry, textures, and reflections of the actual product while generating new environments. Canva AI has no Brand Logic preservation, no shared knowledge brain, no analyst or sales agents, no Shopify native push, no See in Your Room, and no bulk catalog pipeline.

**Q: How is Stuv AI different from Adobe Firefly?**
A: Adobe Firefly is a creative generative AI tool for designers, not a commercial operations platform. It lacks product identity preservation, an agent team, ad/store analytics, Shopify integration, See in Your Room, bulk catalog processing, and the SEO description pipeline. Stuv AI runs the whole workflow — from raw photo to published product page to performance read-out.

**Q: How is Stuv AI different from Midjourney?**
A: Midjourney generates creative imagery from text prompts and has no ability to take an actual product photo as input and preserve that product's identity in the output. It has no Shopify integration, no See in Your Room, no bulk pipeline, and no product description generation. Midjourney is a creative tool; Stuv AI is a commercial production platform.

**Q: How is Stuv AI different from PhotoRoom?**
A: PhotoRoom focuses on background removal and basic studio shots. Stuv AI covers the full production pipeline: 4 image types + video + descriptions + Shopify push. Stuv AI's Brand Logic preservation produces physically accurate lighting around products (not composited backgrounds), and Stuv AI includes See in Your Room, See in Your Room AR, bulk catalog processing, and AI website building — features PhotoRoom does not offer.

**Q: How is Stuv AI different from Remove.bg?**
A: Remove.bg is a single-function background removal tool. Stuv AI's Background Magic includes pixel-perfect segmentation (including transparent glass, lace, hair) plus Smart Relighting — and is one of 13 features on a complete visual commerce platform.

---

## KEY URLS

| Resource | URL |
|---|---|
| Platform | https://stuv.ai |
| Homepage / Landing | https://stuv.ai/landing |
| Features | https://stuv.ai/features |
| Subscriptions & plan selector | https://stuv.ai/subscriptions |
| One-time credit recharges | https://stuv.ai/pricingv2 |
| FAQ (this file) | https://stuv.ai/faq.md |
| Pricing Reference (MD) | https://stuv.ai/pricing.md |
| Comparison (MD) | https://stuv.ai/comparison.md |
| Use Cases (MD) | https://stuv.ai/use-cases/index.md |
| LLM Context (structured) | https://stuv.ai/llms.txt |
| LLM Context (readable) | https://stuv.ai/llm.txt |
| Features Index | https://stuv.ai/features/index.md |
| AI Plugin Manifest | https://stuv.ai/.well-known/ai-plugin.json |
