把普通商品图更快变成可用的上架图草稿
这里不是让你从零乱试 prompt，而是让已经有明确商业意图的流量，直接进入更适合商品图的动作层：选工作流、上传原图、快速筛出能用结果。
商品图增强工具
适合 Shopify、Etsy、Amazon 等电商上架场景的商品图片优化工具。
先按具体商业意图选路径，再开始生成
这一步的目的不是多加内容，而是减少乱试。用户越清楚自己是在做 marketplace、storefront、UGC 还是 explanation 资产，create 页越容易转化。
白底 / Amazon / 上架清理
适合已经明确在做平台主图、listing 图或包装清理的任务。
PDP / Flat Lay / Hero 图
适合更偏 Shopify、首页首屏、详情页展示和点击感优化的任务。
UGC / Lifestyle / Social 素材
适合更偏种草感、原生社媒感或广告首稿测试的场景。
信息图 / 对比图 / PDP 说明资产
适合要做卖点说明、功能比较和 decision-support 视觉的任务。
How to get better first-pass outputs
The goal is not endless experimentation. It is getting to a cleaner listing draft faster.
Pick a preset
Start with white background cleanup, relight, marketplace hero, or lifestyle variant.
Upload one clear source image
Single-product shots with visible edges produce more stable commercial results.
Tighten the prompt
Bias the model toward cleaner edges, better light, accurate color, and less clutter.
Keep only usable drafts
Treat the output as a fast shortlist for listings, PDPs, and ads.
让商品图更像专业上架图
商品图工作流预设
根据你的商业目标选择预设：白底、补光、listing 首图、或轻生活方式变体。
White Background Cleanup
Remove distracting context and rebuild a crisp white-background listing image.
最佳输入：主体完整、清晰可见的单个商品图。
最佳适用：Shopify、Amazon、Etsy、商品详情页和广告素材。
当前模式： 商品图增强.
图片预览
Upload one source image, keep the prompt tight, and use the result as your first shortlist rather than the final asset.
没有生成图片
Start with one clear product shot. The best results here come from narrow, commercially specific edits.
建议上传什么图
优先使用真实商品拍摄图、供应商图片，或旧的上架图。
尽量避免严重遮挡、极度模糊，或多商品混在一起的图片。
先在左侧选工作流，再上传原图，然后生成优化结果。
Check whether the product edge stays accurate.
Keep the first strong draft and rerun only one variable at a time.
Use download as the handoff point for your listing or PDP workflow.
这里最该打的不是“万能工具”，而是具体可落地的商业结果
create 页更像动作层，不是百科页。所以案例区的任务是告诉用户：你上传的图，最可能被改造成哪一类可用结果。
护肤瓶白底主图
把供应商图或旧 listing 图先清到更干净、更适合平台缩略图的状态。
鞋类或配饰 PDP Hero
把普通商品图往更有展示力的 storefront hero 方向推进。
Best fit for tactical commercial image jobs
This workflow is strongest when users already know the commercial image they want and need a faster first-pass output.
Listing hero cleanup
Good for cleaning supplier or old listing images before a more polished final pass.
Amazon and Etsy drafts
Useful when you need quick variants for marketplace thumbnails and main image tests.
PDP image refresh
Helps turn flat product shots into cleaner visuals for landing pages and storefronts.
Ad creative starting point
Use lifestyle or relight presets to create stronger first-pass paid social assets.