Commercial Image Prompt — Three-Layer Prompting Methodology
A battle-tested prompt engineering methodology designed for both global cross-border e-commerce & social media (Amazon, Shopify, SHEIN, TikTok, Instagram) and Asian domestic markets (Taobao, JD, Xiaohongshu, WeChat).
[!TIP] System Collaboration Guidelines:
- Upstream Research: If the visual style or brand aesthetic is not yet established, use
design-deep-researchfirst to analyze trends and compile reference moodboards.- Downstream Execution: This skill specializes in turning approved visual directions into high-precision, production-grade prompts using the Three-Layer Framework with strict negative constraints and text-safe zones.
Core Methodology: Three-Layer Prompting (三层描述法)
Layer 1: Subject & Scene Setting (主体与场景设定)
A single focused sentence describing the core visual subject, setting, environmental lighting, and primary commercial selling point.
- Pattern:
Generate a commercial product photograph of [product] in [scene], lit by [lighting type], emphasizing [key selling feature].
Layer 2: Style & Texture Enhancement (风格与质感强化)
2-3 specific aesthetic keywords, material qualities, and artistic/brand references.
- Global Commercial Styles: Studio minimalism, Scandinavian lifestyle, Editorial luxury, Cinematic backlight, Cyberpunk neon, High-fashion dynamic lighting.
- Asian & Cultural Aesthetic Tags (东方美学标签): Neo-Chinese (新中式), China-Chic / Guochao (国潮风), Hong Kong Retro (复古港风), Ink-Wash Zen (水墨意境), Minimalist White-Space (极简留白).
Layer 3: Technical Constraints & Negative Prompts (技术参数与避让约束)
Platform-specific aspect ratios, product framing proportions, text overlay reserve zones, and explicit negative prompts.
- Pattern:
Ratio [W:H]. [Color] background. Product occupies [X]% of frame center. Clean negative space reserved for typography. NO text, NO watermarks, NO distorted hands, NO silhouettes.
Scenario-Based Prompt Templates
Category A: Global & Cross-Border Platforms (全球跨境电商与社媒)
Template 1: Amazon Product Hero (Pure White Background / Studio Lighting)
Layer 1: Commercial studio photograph of [product name, e.g. wireless noise-canceling headphones] placed on a subtle matte reflective surface, illuminated by three-point studio softbox lighting highlighting [key detail, e.g. premium metallic hinge and leather earcups].
Layer 2: Style: Ultra-clean industrial commercial product photography, Apple/Sony aesthetic, sharp focal depth, realistic material texture (brushed aluminum, textured leather).
Layer 3: Aspect ratio 1:1. Pure clean white background (#FFFFFF). Product perfectly centered, occupying 85% of frame. Crisp natural drop shadow beneath. NO text, NO watermarks, NO badges, NO packaging clutter.
Template 2: Shopify DTC Brand Lifestyle Hero Banner
Layer 1: Wide-angle lifestyle editorial scene showcasing [product, e.g. organic skincare serum bottle] resting on a sun-drenched travertine stone beside a delicate linen cloth and soft water ripples, warm golden hour sunlight casting soft architectural shadows.
Layer 2: Style: Kinfolk editorial minimalism, warm organic tones, Aesop aesthetic, natural film grain, premium tactile textures.
Layer 3: Aspect ratio 16:9 (horizontal banner). Product placed in right third of the frame. Left 50% reserved with clean negative space for headline text overlay. Soft focus background bokeh. NO text, NO logos.
Template 3: SHEIN / Fast-Fashion & Apparel Lookbook Shot
Layer 1: Full-body / three-quarter dynamic fashion model lookbook shot featuring [garment description, e.g. oversized relaxed-fit linen blazer in sage green], shot on a sunlit European terracotta street corner or minimal concrete studio backdrop.
Layer 2: Style: Zara / SHEIN Premium campaign aesthetic, editorial high-street fashion, natural dynamic pose, fabric weave and drape clearly visible, natural skin tones.
Layer 3: Aspect ratio 3:4 (vertical). Model centered with ample headroom and foot clearance. Vibrant, high-contrast, clean commercial color grading. NO text, NO artificial distortions, normal anatomical proportions.
Template 4: TikTok / Instagram Reels & Story Hook Cover
Layer 1: High-energy vertical lifestyle close-up showing [action / product in use, e.g. portable espresso maker pulling a rich crema shot], steam rising, dramatic directional side lighting.
Layer 2: Style: Viral social-first aesthetic, punchy color contrast, glossy modern feel, dynamic motion capture.
Layer 3: Aspect ratio 9:16 (vertical). Core visual action strictly positioned within the safe vertical middle third (40%-70% height). Top 25% and bottom 25% kept uncluttered for platform UI overlays. NO text, NO icons.
Category B: Domestic Asian E-Commerce & Content Ecosystem (国内电商与内容生态)
Template 5: 淘宝/天猫/京东 高点击率主图 (Scene & Selling Point)
Layer 1: 商业产品实物精修摄影，主体为[产品名称]，放置在[场景环境，如现代极简木质茶台/大理石卫浴台面]，采用专业商业漫反射柔光，凸显[核心卖点，如磨砂磨砂金属旋钮/细腻乳液质地]。
Layer 2: 风格：新中式现代轻奢 (Neo-Chinese luxury) / 日系性冷淡生活美学，材质光影层次通透，微距景深虚化背景。
Layer 3: 比例 1:1 或 3:4。产品居中偏右下，画面顶部留出 30% 干净空间用于后期促销文案与利益点排版。严禁画面内自带任何文字、水印、天猫标或促销色块。
Template 6: 小红书 / 抖音 爆款种草博主封面图 (Xiaohongshu Native Vibe)
Layer 1: [内容主题] 真实生活感实拍特写镜头，第一人称视角或博主桌面摆拍，展示[核心好物/体验场景]，自然窗边侧光带来柔和高光。
Layer 2: 风格：小红书爆款网感风格，高饱和、微冷清透色调、胶片轻微颗粒、氛围感拉满。
Layer 3: 比例 3:4 (竖版)。画面中央为视觉焦点，顶部与底部各预留 15% 干净负空间供大字标题贴纸排版。色彩吸睛有视觉冲击力。画面内严禁 AI 乱码文字。
Template 7: 微信公众号 / 专栏知识头图 (WeChat Cover 2.35:1)
Layer 1: [文章主题] 概念插画或具象隐喻场景，视觉中心为[核心意象]，构图采用稳定对称或黄金分割。
Layer 2: 风格：商业深度思考感，低明度克制莫兰迪色系，磨砂噪点质感，沉稳内敛。
Layer 3: 比例 2.35:1 (极宽横屏)。核心主体严格居中靠下分布（下 2/3），画面上部 1/3 必须保持极简留白，专供公众号遮罩标题展示。NO text.
Iteration & Optimization Strategies
Micro-Adjustments (Variable Isolation)
- Clean up background: "Keep the subject intact, but simplify the background with a soft neutral gradient."
- Element swap: "Retain the core product and lighting, replace [element A] with [element B]."
- Style transfer: "Preserve the composition and framing, shift the aesthetic from [Scandinavian minimal] to [Industrial cyberpunk]."
- Aspect ratio adaptation: "Keep the exact content and subject scale, reframe composition into vertical (9:16) format with expanded headroom."
- Detail enhancement: "Increase definition and specular highlights on the [metal bezel / glass bottle surface]."
The "One Variable at a Time" Rule
Never change composition, style, and lighting simultaneously in one iteration round. Isolate and test:
- Round 1: Composition & framing only
- Round 2: Style & material texture only
- Round 3: Lighting & micro-details only
Failure Recovery Guide
| Failure Mode | Symptom | Fix Prompt |
|---|---|---|
| Text artifacts | Garbled AI pseudo-characters appear | "Strictly pure photography, absolute zero text, letters, numerals, or characters anywhere in image." |
| Product deformation | Warped edges, distorted geometry | "Ensure [product] maintains strict rectilinear industrial proportions and photorealistic CAD-accurate geometry." |
| Muddy colors | Over-saturated color bleed | "Clean color separation, increase dynamic range, neutral background tones without tint bleed." |
| Subject crowding | No room for post-production text | "Zoom out 15%, pull camera back, provide 30% clean negative space around the upper third of the frame." |
| Platform UI clash | Critical elements covered by TikTok/IG buttons | "Keep all primary visual interest inside the central 50% safe zone; top and bottom margins completely clear." |
⚠️ Hard Rules for Commercial Outputs
- ZERO TEXT IN IMAGES: AI-generated text is unusable for commercial packaging or advertisements. Always enforce negative prompts for text and reserve clean negative space for graphic typography in post-production.
- ALL THREE LAYERS MANDATORY: Every prompt must define Subject (Layer 1), Style (Layer 2), and Constraints (Layer 3). Missing Layer 3 will default to wrong aspect ratios and un-cropped clutter.
- PRECISE ASPECT RATIOS:
- Amazon / Standard E-commerce Hero:
1:1 - SHEIN / Apparel / Xiaohongshu:
3:4 - Shopify / Web Hero:
16:9 - TikTok / Instagram Reels / Mobile Hook:
9:16 - WeChat Article Banner:
2.35:1
- Amazon / Standard E-commerce Hero: