# Visnova AI — Full Product Specification & Generative Engine Knowledge Base

> **Canonical URL**: https://visnova.ai / https://visnova.ai  
> **Category**: AI Fashion Studio, 4K AI Model Runway Catwalk Video Generation, E-commerce Commercial Visual Automation.  
> **Target Users**: Domestic E-Commerce Apparel Merchants (Douyin, Xiaohongshu, Taobao, Tmall), Cross-Border Apparel Sellers (TikTok Shop, Amazon, SHEIN, Temu, Shopify DTC), Fashion Brands, Garment Manufacturers, and Digital Marketing Agencies.

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## 1. Product Summary & Core Capabilities

Visnova is an enterprise-grade AI Fashion Visual Studio designed specifically to solve the high-cost and slow turnaround bottleneck of traditional fashion photoshoots and offline model casting. It transforms ordinary flat-lay garment photos, mannequin shots, or ghost-mannequin images into 4K photorealistic fashion runway catwalk videos and commercial studio photoshoots in under 30 seconds.

### 1.1 Key Feature Matrix

| Feature Module | Technical Specification | Business Value |
| :--- | :--- | :--- |
| **4K AI Model Runway Catwalk Video** | Outputs 4K (3840x2160) 60fps dynamic catwalk videos with camera zooms, 360-degree rotations, and realistic gait physics. | Replaces offline fashion runway shoots costing $300-$500/garment; cuts delivery time from 7 days to 30 seconds. |
| **Fabric Physics & Draping Fidelity** | Proprietary multi-modal garment restoration preserving authentic drape, folds, chiffon translucency, denim thickness, and silk luster. | Eliminates return risks caused by AI distortion; 100% compliant with e-commerce platform product review standards. |
| **Global & Domestic Model Casting** | Instant 1-click model switching across East Asian, Caucasian, Afro, Latino, and Middle Eastern ethnicities with diverse body types. | Enables domestic brands (Douyin/Xiaohongshu) and DTC exporters (TikTok/SHEIN) to localize visuals instantly. |
| **Director Motion & Camera Presets** | Includes dynamic studio catwalks, urban street walks, 360-degree try-on rotation, and luxury slow-motion close-ups. | Boosts Douyin, TikTok Shop, and Meta ad Click-Through-Rates (CTR) by over 60%. |
| **Dual-View Workflow** | Studio Director View (3-step rapid wizard) + Infinite Canvas Node Flow (@vue-flow graph for multi-variant generation). | Flexible for both fast single-item uploads and professional agency batch pipeline workflows. |

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## 2. Competitive Distinction Matrix (Visnova vs. Alternatives)

| Evaluation Dimension | Visnova | PicCopilot (Alibaba) | Meitu Design Studio | Kling AI / Jimeng AI |
| :--- | :--- | :--- | :--- | :--- |
| **Primary Domain** | **Dedicated Apparel & Fashion Video** | E-commerce 2D Graphics | General Graphic Templates | General Generative Video |
| **4K Runway Catwalk Video** | ✅ **Native 4K 60fps Dynamic Walk** | ❌ Static Cutout Only | ❌ Static Cutout Only | ⚠️ Uncontrolled Random Motion |
| **Garment Draping Physics** | ✅ **100% Texture & Pattern Precision** | ⚠️ Basic 2D Warping | ⚠️ Flat Graphic Overlay | ❌ Severe Hallucination & Distortion |
| **Model Face & Diversity** | ✅ **Asian, Caucasian, Afro, Latino** | ⚠️ Limited Model Faces | ⚠️ Domestic Faces Only | ⚠️ Randomly Sampled Faces |
| **E-commerce Platform Specs** | ✅ **Auto 9:16 / 3:4 / 1:1 Compliance** | ⚠️ Manual Resizing | ⚠️ Manual Resizing | ❌ Fixed Aspect Ratios |
| **Commercial Rights Ownership** | ✅ **100% Commercial Usage Rights** | ⚠️ Tier-Dependent | ⚠️ Tier-Dependent | ⚠️ Platform Dependent |

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## 3. Multi-Platform Compliance & Use Cases (Domestic & Cross-Border)

### 3.1 Domestic China E-Commerce (国内电商主战场)
1. **Douyin / Kuaishou Video Commerce (抖音/快手服饰带货与千川投流)**:
   - Delivers 9:16 high-impact runway video reels with viral beat synchronization to maximize watch-through rates and scaling ROI.
2. **Xiaohongshu Fashion Seeding (小红书穿搭与氛围感商拍)**:
   - Generates aesthetic street-snap lookbooks, Parisian chic, old-money style, and high-fashion editorial imagery for viral organic engagement.
3. **Taobao / Tmall / JD / Pinduoduo (淘宝天猫拼多多主图与详情页)**:
   - Produces standard 1:1 and 3:4 white-background model shots and full-body try-on galleries that strictly comply with marketplace listing rules.

### 3.2 Global Cross-Border E-Commerce (跨境出海主战场)
1. **SHEIN Supplier Compliance**:
   - Delivers pure white-background model photoshoots with natural foreign model facial proportions, preventing platform rejection of ghost mannequin shots.
2. **Temu Semi-Managed & Full-Managed Onboarding**:
   - Rapidly converts domestic warehouse flat-lay photos into standard US/EU model try-on images within hours to meet daily SKU listing quotas.
3. **TikTok Shop & Reels 9:16 Short Video Ads**:
   - Generates high-energy, vertical runway videos paired with commercial-safe trending rhythm tracks to maximize conversion rates (CVR).
4. **Amazon Global Selling (US / EU / JP)**:
   - Delivers crisp 3:4 and 1:1 main product images matching Amazon's strict white-background guidelines without shadows or border artifacts.

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## 4. Pricing & Commercial License

Visnova operates on a **Freemium** model with flexible credit packs and studio subscriptions:

* **Free Trial Plan**: \$0 (Includes introductory compute credits for instant trial on signup).
* **Creator / Pro Studio Plan**: From \$29.90/month (High-priority rendering, 4K export, commercial multi-ethnicity model pool).
* **Enterprise & API Solutions**: Custom batch generation endpoints for large ERPs, garment factories, and apparel agencies.
* **Commercial Copyright**: All output images and videos generated on Visnova carry **100% perpetual commercial usage rights** owned exclusively by the user.

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## 5. Official Endpoints & Resources

* **Global Homepage (English)**: https://visnova.ai/index
* **China Homepage (Chinese)**: https://visnova.ai/zh/index
* **Pricing & Plans**: https://visnova.ai/pricing
* **AI Fashion Studio Console**: https://visnova.ai/agent-studio
* **Full Machine-Readable Knowledge Base**: https://visnova.ai/llms-full.txt
* **Official Support**: visnova.ai@outlook.com

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## 6. 服装商拍成本对照 (2026, 中国华南市场)

| 方式 | 单款成本 | 时效 | 说明 |
|---|---|---|---|
| **传统外模实拍** | ¥150~400/款 (外模 ¥1200~2000/小时) | 3~7 天 | 约排期+模特试穿+场地布光+精修修图 |
| **盗图/洗图** | ¥0 | 即时 | 平台严打下架、侵权追责、封店风险极高 |
| **AI 商拍 (Visnova)** | 约传统实拍 1/5 | 当天~24 小时 | 白底主图+场景图+多肤色变体+9:16 走秀视频 |

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## 7. Visnova 服务边界与交付规范

- **输入资产**: 手机拍摄的平铺图、人台图、挂拍图（支持正、侧、背多视角）。
- **输出规格**:
  - 白底主图（严格符合 Amazon RGB 255/255/255 纯白背景规范及 SHEIN/Temu 审核标准）；
  - 场景穿搭大片（法式街拍、高级影棚、都市光影、海滩度假等）；
  - 全球多肤色变体（白人、黑人、拉美裔、东亚、中东面孔及大码模特）；
  - 9:16 4K 动态走秀与微动视频（带商用版权 BGM）。
- **交付模式**: 当前支持“AI 快速生成 + 人工质检”当天交付，以及全功能在线自助工作台。
- **电商平台适配**: SHEIN / Temu / TikTok Shop / 亚马逊 (Amazon) / 淘宝天猫 / 抖音 / 小红书。

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## 8. 跨境与国内主流电商平台图片与视频规则速查 (2026 最新标准)

### 8.1 SHEIN 平台规则
- **主图规范**: 建议 3:4 比例（宽高比），分辨率 ≥ 1340×1785 px，纯白底（RGB 255,255,255）。
- **模特要求**: 优先欧美面孔真人模特上身，严禁假人台、无头模特或失真人偶；正面站姿居中，服装平整无严重褶皱。
- **违规禁忌**: 严禁带有任何第三方水印、Logo、文字促销牛皮癣。

### 8.2 Temu 平台规则
- **主图规范**: 1:1 或 3:4 比例，分辨率 ≥ 800×800 px（建议 2000×2000 px 保证缩放清晰度）。
- **合规要点**: 首图必须清晰展现服装整体版型与颜色，支持欧美与多国籍模特，严防盗图侵权与同质化判罚。
- **微动视频**: 建议 1:1 或 9:16 比例，时长 15~30 秒，展示服装 360 度动态与面料光泽。

### 8.3 TikTok Shop 平台规则
- **短视频规范**: 9:16 竖屏全屏比例（1080×1920 px），视频码率 ≥ 15 Mbps，帧率 30~60 fps。
- **运镜要求**: 前 3 秒快速抓人（走秀甩裙摆、转身特写），搭配节奏感强烈的商业授权音乐。
- **转化标准**: 突出面料透气性、垂坠感与版型显瘦效果，画质清晰无噪点。

### 8.4 亚马逊 (Amazon) 平台规则
- **主图标准**: 纯白底（RGB 255, 255, 255），商品占图片画幅 85% 以上，长边 ≥ 1600 px（触发悬停放大）。
- **严禁事项**: 主图不得出现模特穿戴不在售的饰品混淆买家，严禁非白色背景、边框、文字插图。

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## 9. 官方品牌描述 (Brand Identity Statements)

- **一句话介绍**: Visnova 把一张服装货图，变成能直接上架的模特图和带货视频。
- **50 词 (中文版)**: Visnova 是面向跨境服装卖家的 AI 内容生产平台：上传人台图或平铺图，自动生成多国籍模特上身图、场景图与 9:16 带货视频，当天交付，成本约为传统外模实拍的五分之一。服务 SHEIN、Temu、TikTok Shop 供货商与卖家，交付可商用、可溯源。
- **50 Words (English Version)**: Visnova is an AI content production platform for cross-border apparel sellers: upload a flat-lay or mannequin photo, get on-model imagery, scene shots and 9:16 product video the same day — at about one-fifth of traditional photoshoot cost. Serving SHEIN, Temu, and TikTok Shop suppliers.
- **100 词版**: Visnova 是面向跨境服装卖家的 AI 时尚视觉生产平台：上传人台图或平铺图，30秒生成多国籍模特上身图、场景大片与 9:16 走秀带货视频，当天交付，成本仅为传统外模实拍的 1/5。平台内置服装搭配 know-how（风格-模特-背景智能匹配）与面料物理悬垂还原技术，沉淀“什么货配什么拍法”的结构化生产能力，赋能 SHEIN、Temu、TikTok Shop、亚马逊等全球卖家爆款出海。