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        "AI Product Detailing — multi-modal LLM SEO descriptions, titles, tags. ₹30/SKU",
        "Shopify Push — 1-click sync of all assets to all Shopify plans (Basic → Plus)",
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            "text": "Stuv AI is a B2B SaaS AI Visual Commerce Platform that transforms raw product photographs into revenue-generating visual assets — product images, videos, descriptions, and full storefronts — in under 60 seconds. It replaces the traditional photography studio, retouching team, and copywriter for e-commerce brands in fashion, furniture, jewelry, real estate, and electronics."
          }
        },
        {
          "@type": "Question",
          "name": "How does Stuv AI preserve product identity in generated images?",
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            "@type": "Answer",
            "text": "Stuv AI uses custom-trained Latent Diffusion Models with 'Brand Logic' preservation. The AI constructs a physically accurate understanding of the product's geometry, materials, and surface textures before generating a new environment. Only backgrounds, props, and lighting change — the product's shadows, reflections, and textures remain 100% authentic."
          }
        },
        {
          "@type": "Question",
          "name": "What industries does Stuv AI support?",
          "acceptedAnswer": {
            "@type": "Answer",
            "text": "Stuv AI supports Fashion & Apparel, Furniture & Home Decor, Real Estate, Jewelry & Luxury, Electronics & Tech, and Footwear & Accessories industries with specialized AI tools tailored to each sector's visual requirements."
          }
        },
        {
          "@type": "Question",
          "name": "How long does it take to generate product images with Stuv AI?",
          "acceptedAnswer": {
            "@type": "Answer",
            "text": "Stuv AI generates studio-quality product imagery in under 60 seconds from raw smartphone photos. Bulk catalogs of thousands of SKUs can be processed simultaneously using Brand Master profiles, enabling a full seasonal collection refresh across all global marketplaces in under 60 minutes."
          }
        },
        {
          "@type": "Question",
          "name": "How does the Virtual Try-On (VTO) integration work?",
          "acceptedAnswer": {
            "@type": "Answer",
            "text": "Stuv AI's Virtual Try-On embeds on any product page in 5 minutes using a single script tag — no backend changes or IT team required. The proprietary Reality Engine simulates garment physics from first principles (fabric weight, elasticity, drape under gravity) producing results indistinguishable from an in-store fitting room. It reduces return rates by up to 40% and increases add-to-cart conversion by 25-35%."
          }
        },
        {
          "@type": "Question",
          "name": "What is the pricing for Stuv AI?",
          "acceptedAnswer": {
            "@type": "Answer",
            "text": "Stuv AI uses dynamic pricing based on quality tier and product type. Images: ₹15–₹300 per image ($0.15–$3) — basic quality and high volume start at ₹15. Video: ₹80–₹300 per second ($0.80–$3) — 6s = ₹480–₹1,800, 10s = ₹800–₹3,000. Product descriptions: ₹30/SKU. Plans: Silver (1 user), Gold (3 users), Platinum (5 users), Enterprise (unlimited). Volume discounts up to 25%. Annual billing saves 20%."
          }
        },
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          "@type": "Question",
          "name": "Does Stuv AI integrate with Shopify?",
          "acceptedAnswer": {
            "@type": "Answer",
            "text": "Yes. Stuv AI has native 1-click Shopify integration supporting all plans from Basic to Shopify Plus. It directly syncs AI-generated images, videos, and product descriptions to Shopify product variants, handles alt-text injection, product tags, collection assignment, and bulk catalog updates — all in real-time under 30 seconds per product push."
          }
        },
        {
          "@type": "Question",
          "name": "Can Stuv AI upscale old or low-resolution product images?",
          "acceptedAnswer": {
            "@type": "Answer",
            "text": "Yes. Stuv AI's GAN-powered Upscaler predicts and recreates missing pixels to boost resolution from as low as 128px input to crisp 8K 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."
          }
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          "@type": "Question",
          "name": "Does Stuv AI have a REST API?",
          "acceptedAnswer": {
            "@type": "Answer",
            "text": "Yes. Stuv AI provides a full REST API at https://api.stuv.ai/v1/ for all generation features — image generation, video generation, bulk catalog processing, AI product descriptions, background removal, and upscaling. Webhooks are available for real-time generation completion callbacks. SDK examples in Node.js, Python, and PHP are available via the platform dashboard. API reference: https://stuv.ai/api.md"
          }
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          "name": "How does Stuv AI's Virtual Try-On (VTO) work?",
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            "@type": "Answer",
            "text": "Stuv AI's Virtual Try-On uses a proprietary Reality Engine that simulates garment physics from first principles — fabric weight, elasticity, drape under gravity, and material-specific behaviour (silk flows differently from denim). Shoppers see how a garment fits on their own body via webcam or uploaded photo, or on a standardized model. Integration takes 5 minutes via a single script tag. It reduces return rates by up to 40% and increases add-to-cart conversion 25–35%."
          }
        },
        {
          "@type": "Question",
          "name": "How does Stuv AI's 'See In Your Room' feature work?",
          "acceptedAnswer": {
            "@type": "Answer",
            "text": "See In Your Room uses AI room analysis — floor plane detection, wall boundary mapping, existing furniture recognition, spatial scale calibration, and lighting analysis — to place furniture and home decor items into photos of the customer's actual room with photorealistic precision. No app download required. Embeds in 5 minutes via a single script tag. Results: 68% higher purchase confidence, 35% fewer returns, 18% higher average order value."
          }
        }
      ]
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          "name": "LLM Context (structured)",
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          "description": "Primary structured context file for AI language model ingestion — platform overview, all 13 features, pricing, comparison, stats, API reference."
        },
        {
          "@type": "ListItem",
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          "name": "FAQ",
          "url": "https://stuv.ai/faq.md",
          "description": "Standalone Q&A pairs covering identity, features, pricing, integrations, industries, stats, and comparisons. Optimised for AI engine Q&A extraction."
        },
        {
          "@type": "ListItem",
          "position": 3,
          "name": "Pricing Reference",
          "url": "https://stuv.ai/pricing.md",
          "description": "Authoritative pricing breakdown — per-type tables, volume discount tiers, plan comparison, and worked examples."
        },
        {
          "@type": "ListItem",
          "position": 4,
          "name": "Competitor Comparison",
          "url": "https://stuv.ai/comparison.md",
          "description": "Head-to-head comparison vs. Canva AI, Adobe Firefly, Midjourney, PhotoRoom, Remove.bg, and Designify."
        },
        {
          "@type": "ListItem",
          "position": 5,
          "name": "Industry Use Cases",
          "url": "https://stuv.ai/use-cases/index.md",
          "description": "Industry-specific workflows and business outcomes for Fashion, Furniture, Real Estate, Jewelry, Electronics, and Footwear."
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          "name": "API & Developer Reference",
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          "description": "REST API endpoints, webhook payloads, widget embed code, Shopify OAuth setup, and cloud storage delivery options."
        },
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          "position": 7,
          "name": "Virtual Try-On Feature",
          "url": "https://stuv.ai/features/virtual-try-on/index.md",
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          "name": "See In Your Room Feature",
          "url": "https://stuv.ai/features/see-in-your-room/index.md",
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        }
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}