InfiniteBridge Listing Studio

InfiniteBridge 电商识图工作台

One product source.
Four listings, audited and AI-search ready.

一套商品素材
四套渠道文案
带优化审计与 AI 搜索数据

Turn Chinese supplier notes and product images into channel-native listings, then audit keyword placement and data gaps, draft Amazon A+ modules, and prepare AI-search commerce data.

把中文供应商资料和商品图转成四套渠道文案,再审计关键词落位与数据缺口,生成 Amazon A+ 模块草案和 AI 搜索商品数据。

Order portal live · Secure upload, card payment, status and delivery · No automatic marketplace publishing

在线订单门户已开放 · 安全上传、付款、查进度与下载交付 · 不自动发布到平台后台

Channel-native output

不是一稿四用

Each channel gets its own structure

每个渠道,按自己的字段与购买场景来写

A marketplace title and an independent-store product page do different jobs. Listing Studio injects each channel's limits before generation instead of writing one long title and cutting it down afterward.

平台标题与独立站商品页承担的任务不同。系统在生成前注入各渠道规则,而不是先写一个长标题,再机械截断成四份。

01 / DTC

Independent Store

海外独立站

Product title, five features, HTML description, SEO title, meta description, and image alt text.

商品标题、五条卖点、HTML 描述、SEO 标题、Meta Description 与图片 Alt Text。

02 / AMAZON

Amazon US

Short compliant title, item highlights, five bullets, description, and byte-safe backend search terms.

合规短标题、Item Highlights、五点描述、详情与按字节控制的后台搜索词。

03 / TEMU

Temu

Channel-shaped title, combined selling points, description, leaf-category suggestion, and variant hints.

渠道化标题、合并卖点、商品描述、叶子类目建议与变体属性提示。

04 / TIKTOK

TikTok Shop US

Mobile-friendly title and structured HTML description designed for fast product evaluation.

适合移动端快速决策的标题,以及结构清楚的 HTML 商品描述。

Complete listing workflow

完整产品能力

From raw supplier material to reviewed, reusable commerce assets

从供应商原始素材,到可审核、可复用的商品资产

Listing Studio now covers new-listing creation, existing-listing improvement, product-data readiness and image preparation. Every output remains traceable to seller facts and the rule version used.

Listing Studio 现已覆盖新文案生成、旧 Listing 优化、商品数据就绪与图片准备;每份结果都能追溯到卖家事实和当次使用的规则版本。

01 / VISION

Multi-image product reading

多图商品识别

Understand main, detail, scene and size-chart images as one SKU, then cross-check visible attributes against seller notes.

把主图、细节图、场景图和尺寸图视为同一 SKU,并与卖家资料交叉核对属性。

02 / GENERATE

Four native listings

四渠道独立生成

Independent store, Amazon US, Temu and TikTok Shop each receive their own title, structure, limits and buyer-facing style.

独立站、Amazon US、Temu 与 TikTok Shop 分别使用自己的标题、结构、限制和购买场景。

03 / AUDIT

Existing listing audit

旧 Listing 全面审计

Import an existing CSV to check compliance, field limits, byte limits, duplicate SKUs/titles, keyword coverage and missing data—without an AI call.

导入现有 CSV,无需调用模型即可检查合规、字段/字节限制、重复 SKU/标题、关键词覆盖和数据缺口。

04 / REWRITE

Section-level rewrite

按字段精准改写

Rewrite only the title, highlights, bullets, description or backend terms you select; approved facts and untouched fields stay unchanged.

只改写指定的标题、Highlights、五点、描述或后台词;已确认事实和未选字段保持不变。

05 / LOCALIZE

Multi-locale localization

多语言区域化

Create separate locale packs such as en-US, de-DE, fr-FR and es-ES while preserving verified specifications.

批量生成 en-US、de-DE、fr-FR、es-ES 等独立语言包,同时保留已验证规格。

06 / IMAGE QA

Image audit and standardization

图片质检与标准化

Check resolution, format, transparency, likely white corners and exact duplicates; optionally create orientation-corrected, white-canvas JPEG copies without touching originals.

检查分辨率、格式、透明通道、白底角落概率和精确重复图;可输出方向修正、白底居中的 JPEG 副本,绝不修改原图。

07 / RULES

Brand and compliance rules

品牌与合规规则

Control market, locale, brand voice, required phrases, restricted terms and competitor exclusions, with screening before and after generation.

控制市场、语言、品牌语气、必选词、禁用词和竞品排除词,并在生成前后双重检查。

08 / DELIVERY

Traceable delivery pack

可追溯交付包

Receive channel CSVs, risk reports, optimization scorecards, data-gap checklists and rule snapshots in one customer-safe ZIP.

一次获得渠道 CSV、风险报告、优化评分、数据缺口清单与规则快照;原始模型缓存和日志不进入客户包。

Competitor-informed workflow

吸收竞品成熟工作流

Generate, score, and improve—not just write

不止生成文案,还要知道缺什么、改哪里

Import a keyword bank from your research source, prioritize phrases during generation, and receive field-level coverage and readiness reports. The system never fabricates search volume or claims direct access to competitor ASIN data.

可导入卖家精灵、Helium 10、广告报表或自有研究得到的关键词库,按优先级参与生成,并输出字段级覆盖与就绪度报告。系统不会伪造搜索量,也不声称已直连竞品 ASIN 数据。

01 / KEYWORDS

Keyword bank audit

关键词库审计

Track exact phrases, root coverage and placement across titles, bullets, descriptions and backend terms. Negative or competitor terms are blocked.

检查精准短语、词根覆盖及其在标题、五点、描述和后台词中的落位;排除词或竞品词命中即阻断。

02 / SCORE

Content readiness score

内容就绪度评分

Combine compliance, field completeness and keyword coverage into an auditable score. It is a review signal—not a sales or ranking forecast.

把合规、字段完整度与关键词覆盖合成可追溯评分;它是审核信号,不是销量、排名或转化率预测。

03 / DATA

Data quality report

商品数据质量报告

Flag missing attributes, uncertain specifications, and commerce fields required for feeds before publication.

发布前列出缺失属性、待确认规格,以及商品源仍缺少的价格、库存、链接等真实字段。

04 / AMAZON A+

A+ content draft

Amazon A+ 内容草案

Export module copy, FAQs, objective comparison dimensions and image-production briefs for seller review in A+ Content Manager.

输出模块文案、FAQ、客观比较维度与图片制作 brief,供卖家在 A+ Content Manager 中审核提交。

05 / INSIGHTS

Customer and competitor themes

客户与竞品主题导入

Import customer questions, review themes and manual competitor observations to guide emphasis—without treating them as product facts or copying competitor text.

导入客户问题、评论主题和人工竞品观察,用于决定内容重点;不把洞察当作产品事实,也不复制竞品文案。

06 / TRACE

Insight usage log

洞察采用记录

See which theme influenced bullets, descriptions, AI answers or A+ content, and why an unsafe theme was rejected.

查看每条主题被用于五点、描述、AI 问答或 A+ 的位置,以及不安全主题被拒绝的原因。

07 / CLEANSE

Catalog standardization

目录标准化

Normalize marketplace fields, safely trim text and bytes, identify duplicate records and create a platform-shaped review copy.

规范平台字段,安全处理字符与字节限制,识别重复记录,并生成按平台适配的审核副本。

08 / CONTROL

Fact-preserving controls

事实保真控制

Unverified specifications, certifications and performance claims go to the human checklist instead of being silently invented.

无法验证的规格、认证和性能结论进入人工核对清单,不会被模型静默编造。

Clear boundary:能力边界: live ASIN research, SQP/Rufus data, AI background removal and direct publishing require authorized external services. Imported research, image QA and safe white-canvas standardization work today.实时 ASIN 研究、SQP/Rufus 数据、AI 抠图和一键发布需要外部授权服务;导入研究结果、图片质检和安全白底画布标准化现已可用。

Online service · no download

在线服务 · 无需下载

Create, upload, pay, track, and download

创建订单、上传、付款、查进度、下载交付

The order portal is live. Customers receive an order number and private access key, upload source files, pay with Stripe Checkout, message support, track processing and download the final ZIP from the same order.

订单门户已经开放。客户创建订单后获得订单号和私密访问码,可上传素材、通过 Stripe 付款、订单内留言、查看处理状态并下载最终 ZIP。

Set the job

创建任务

Choose market, language, channels and brand voice; optionally import prioritized and negative keywords.

选择目标市场、语言、渠道与品牌语气;可选导入带优先级的关键词及排除词。

Upload sources

上传素材

Upload one SKU folder or a batch ZIP with main, detail, scene, and size images plus optional Chinese facts.

上传单个 SKU 文件夹或批量 ZIP,包含主图、细节图、场景图、尺寸图和可选中文资料。

Generate and audit

生成与审计

Review four channel outputs, keyword coverage, content readiness, data gaps, blocked terms and image warnings.

查看四套渠道文案、关键词覆盖、内容就绪度、数据缺口、阻断词与图片风险。

Download the pack

下载交付包

Download channel CSVs, optimization reports, Amazon A+ drafts, AI-search data and traceable review files in one ZIP.

一次下载渠道 CSV、优化报告、Amazon A+ 草案、AI 搜索数据和可追溯审核文件。

Default: Managed online order默认:在线订单服务

No installation. InfiniteBridge includes model-processing cost, performs quality review and delivers the pack through the protected order page.

无需安装。InfiniteBridge 承担模型处理费用、完成质量复核,并通过受保护的订单页面交付文件。

Optional: Private local edition可选:本地私有版

For agencies or sensitive catalogs. Runs on the customer's Windows machine and uses a seller-owned API key.

面向代理商或敏感商品库,在客户 Windows 电脑运行,并使用客户自有 API Key。

Compliance before convenience

先保账号,再谈效率

Risk checks happen on both sides of generation

生成前后各检查一次,不把风险留到上传时

The system is deliberately conservative. A false positive costs a quick review; a missed claim or brand term can cost the listing—or the account.

系统默认偏严格。误报只多一次人工确认;漏掉绝对化宣传、医疗功效或品牌词,代价可能是下架甚至账号风险。

BEFORE AI

Chinese source screening

中文原始资料预检

Blocks absolute claims, unsupported certifications, medical claims, and restricted-product signals before an API call is made.

调用模型前拦截绝对化用语、无依据认证、医疗功效和禁限售品信号。

AFTER AI

English field screening

英文字段后检

Checks titles, bullets, descriptions, and original multi-word search phrases for claims, promotional language, and brand infringement.

检查标题、卖点、描述及原始多词搜索短语,拦截违规宣传和品牌侵权。

IMAGES

Visual-risk review

图片风险审查

Flags watermarks, competitor logos, text overlays, weak main-image backgrounds, and undersized assets for manual review.

标记水印、竞品 Logo、文字覆盖、主图背景和分辨率问题,交由人工确认。

Traceable deliverables

结果可追溯

Useful files—not a black box

不是只给一段文案,而是一套可复核文件

Every run keeps channel exports separate and records what was blocked, what needs confirmation, and which rule version was used.

每次执行都按渠道分开导出,并记录哪些内容被拦截、哪些信息待确认,以及使用的是哪一版规则。

Channel + growth exports

渠道与增长文件

  • Independent-store, Amazon, Temu and TikTok Shop CSVs
  • Keyword coverage + listing scorecard
  • 关键词覆盖 + Listing 内容评分
  • Amazon A+ module draft + image briefs
  • Amazon A+ 模块草案 + 图片 brief
  • Google Merchant, JSON-LD, AI Q&A and catalog draft

Review pack

审核与追溯文件

  • Data quality and AI-search readiness reports
  • 商品数据质量与 AI 搜索就绪报告
  • Human-readable and machine-readable risk reports
  • 人读与机读风险报告
  • Missing-specification checklist
  • 缺失规格人工核对清单
  • Rule-version snapshot and raw SKU record
  • 规则版本快照与 SKU 原始记录

Launch pricing

上线定价

Full workflow pricing designed for an affordable launch

按完整工作流收费,保持低门槛上线价格

Pricing is based on products, not separate channel generations. Launch packs are one-time purchases with no automatic renewal. Create an order, upload sources and pay securely online.

按商品计费,不按渠道重复扣费。上线服务包为一次性购买,不自动续费;可直接创建订单、上传素材并在线安全付款。

FREE
$0

5 SKU trial

5 个 SKU 体验

  • 4-channel generation or existing-listing audit
  • 四渠道生成或旧 Listing 审计
  • Keyword, compliance and data-quality reports
  • 关键词、合规与数据质量报告
  • Image QA + delivery ZIP
  • 图片质检 + 交付 ZIP
Start free免费开始
GROWTH
$59 / pack

500 SKU

  • Everything in Starter
  • 包含 Starter 全部功能
  • Multi-locale batch packs and priority processing
  • 多语言批量包与优先处理
  • $0.118 per product · team-ready exports
  • 每个商品 $0.118 · 团队交付文件
Order Growth购买 Growth
AGENCY
$179 / pack

2,000 SKU

  • Everything in Growth
  • 包含 Growth 全部功能
  • Multiple brand/ruleset workflows
  • 多品牌与多规则流程
  • Private Windows edition available
  • 可选 Windows 本地私有版
Order Agency购买 Agency
Audit-only launch offer: $9 / 100 existing listings.纯审计上线价:$9 / 100 条现有 Listing。 Managed full pilot: $49 / 30 SKUs, including source preparation, generation or rewrite, image QA, optimization review and the final pack. A pre-check block before model generation does not consume a SKU.人工协助完整试跑为 $49 / 30 个 SKU,包含素材整理、生成或改写、图片质检、优化复核与最终交付包;生成前即被阻断的商品不扣额度。

Start with evidence

先用真实商品验证

Run a 20–30 SKU quality pilot

先拿 20–30 个真实 SKU 做质量试跑

We will compare the output with your current workflow, review false positives, and identify which category rules need seller-backend verification before scaling.

用你的真实素材与现有流程对比,复核误报,并找出上线前需要在卖家后台实测的类目规则。

Order the pilot购买试跑

FAQ

What the tool does—and does not do

工具能力边界

Do customers download or install the SaaS?客户需要下载或安装 SaaS 吗?

No. The standard product runs in the browser. A downloadable Windows edition is a separate option for agencies and privacy-sensitive catalogs.

不需要。标准产品直接在浏览器使用;可下载的 Windows 本地版是面向代理商和敏感商品库的独立选项。

Who pays the AI model fee?模型费用由谁承担?

For the browser SaaS, InfiniteBridge pays the model provider and includes the cost in the plan. The optional local edition uses the customer's own API key.

网页 SaaS 由 InfiniteBridge 向模型供应商付费,并计入套餐;可选本地版使用客户自己的 API Key。

Does it publish directly to marketplaces?能否一键发布到平台?

No. It exports content columns and review files. Official upload templates vary by marketplace, site, and leaf category; sellers copy approved fields into the current platform template.

不能。工具导出内容列与审核文件。各平台、站点和叶子类目的官方模板会变化,卖家应把通过审核的字段填入当期模板。

Does it research competitor ASINs and search volume by itself?能否自动研究竞品 ASIN 和真实搜索量?

Not without an authorized data source. The current version imports keyword CSVs from seller research, ad reports or third-party tools, then prioritizes and audits them. Live ASIN, SQP and Rufus data require separate authorized connectors.

没有授权数据源时不能。当前版本可导入卖家研究、广告报表或第三方工具的关键词 CSV,再按优先级生成和审计;实时 ASIN、SQP 与 Rufus 数据需要另接授权接口。

Can it improve an existing listing without replacing everything?能否只优化旧 Listing 的某一个部分?

Yes. Import the existing CSV, run the no-model audit, then rewrite only the selected title, highlights, bullets, description or backend terms. Untouched fields and verified product facts stay unchanged.

可以。先导入现有 CSV 做无模型审计,再只改写指定的标题、Highlights、五点、描述或后台词;未选字段和已确认事实保持不变。

Does image standardization remove complex backgrounds?图片标准化能自动抠除复杂背景吗?

No. The current safe tool corrects orientation, converts formats, resizes proportionally and places the image on a white square canvas without touching the original. True background removal requires a separate authorized image service and human review.

不能。当前安全工具会修正方向、转换格式、等比例缩放并放到白色方形画布上,且不修改原图。真正的复杂背景抠除需要外部图像服务和人工复核。

What does one SKU credit include?一个 SKU 额度包含什么?

A full generation includes the selected channel listings, compliance review, keyword and data-quality reports, A+ draft when Amazon is selected, AI-search files when commerce data is ready, and the delivery ZIP. Launch-plan rewrite allowances are included as described above.

一次完整生成包含所选渠道文案、合规审核、关键词与数据质量报告;选择 Amazon 时包含 A+ 草案,商业字段完整时包含 AI 搜索文件,并统一进入交付 ZIP。上线套餐按上方说明包含改写能力。

Does AI-search data guarantee placement in ChatGPT or Google?生成 AI 搜索数据后,能保证在 ChatGPT 或 Google 展示吗?

No. Structured data and feeds improve machine readability and eligibility, but ranking and display remain the platform's decision. ChatGPT merchant access also requires approval and current official field mapping.

不能。结构化数据和商品源能提高机器可读性与入选资格,但展示和排序仍由平台决定;ChatGPT 商家目录还需要申请资格,并按当期官方字段完成映射。

Can image recognition guarantee every specification?识图能保证所有规格都准确吗?

No. Unreadable or unverified specifications are placed on a checklist. High-value SKUs and regulated categories still require human review.

不能。无法读取或验证的规格会进入待确认清单;高价值 SKU 和受监管类目仍需人工审核。

Are marketplace limits guaranteed to stay current?平台规则能保证一直有效吗?

No platform provides permanent limits. Every rule carries a confidence level and review date; seller-backend checks remain necessary before production uploads.

不能。平台规则会变化,因此每条规则都记录置信度和复核日期,正式上传前仍需对照卖家后台。