Commerce Data Quality Platform電商資料品質保障平台

Your Products Got Rejected.
Bad Data Is Why.
商品上架被退件?
問題出在資料格式。

Shopee, MOMO, Google Merchant reject listings because of missing GTINs, wrong prices, or broken image URLs. CommerceOps Hub finds every error and auto-fixes what it can — saving teams an average of 2.4 hours per batch.蝦皮、MOMO、Google Merchant 退件的理由,九成是欄位錯誤或格式不符。上傳 CSV,60 秒找出所有問題,自動修正後下載。平均每批次節省 2.4 小時人工整理。

Fix My Listings Free →立即修正商品格式 → Try Without Login不登入直接試用

Free plan · No credit card · Results in 60 seconds免費方案 · 無需信用卡 · 60 秒出結果

Validates for →支援驗證平台 →
🛒 蝦皮 Shopee 🛍️ MOMO 🏪 PChome 🔍 Google Merchant 📘 Meta Catalog 🟠 Lazada
hub.corestackapi.com/app
CommerceOpsHub
📊 Dashboard總覽
⬆️ New Upload新上傳
📋 Job History歷史記錄
⚙️ Settings設定
1,240
Rows Processed已處理筆數
3
Errors Found錯誤數
12
Warnings警告數
47
Auto-fixed自動修正
85
/100
Data Health Score資料健康分數
supplier_catalog_may.csv · 1,240 rows
ERRORRow 42 · price: Invalid price format無效的價格格式
WARNRow 67 · brand: Brand is missing缺少品牌欄位
FIXEDRow 12 · currency: twd → TWD
2.4h
Avg. time saved per batch每批次平均節省人工
60s
Validation completes in驗證完成時間
14+
Platform export formats平台格式可直接匯出
The Problem問題所在
Bad commerce data is silently killing your revenue錯誤的電商資料正在悄悄吃掉你的營收

Most ecommerce teams lose 15–25% in operational efficiency to data that's wrong, incomplete, or formatted incorrectly.大多數電商團隊因格式錯誤或欄位缺漏的資料,損失 15–25% 的營運效率。

🚫

Shopee / MOMO batch upload keeps failing蝦皮批次上傳失敗、MOMO商品被退件

商品名稱超過 60 字、缺必填欄位、圖片連結失效 — 批次上傳失敗後平台只給一個模糊的錯誤訊息,你得逐行排查。商品名稱超過 60 字、缺必填欄位、圖片連結失效 — 批次上傳失敗後平台只給一個模糊的錯誤訊息,你得逐行排查。

📢

Google Merchant / Meta catalog feed errorsGoogle Merchant 動態饋給錯誤、Meta 商品目錄上傳失敗

availability 填「有貨」而非「in_stock」、幣別寫「nt$」而非「TWD」、缺少 GTIN — 廣告被拒、商品消失,你甚至不知道原因。availability 填「有貨」而非「in_stock」、幣別寫「nt$」而非「TWD」、缺少 GTIN — 廣告被拒、商品消失,你甚至不知道原因。

✈️

Cross-border shipments blocked at customsHS Code 格式錯誤、跨境包裹卡關

HS Code 填錯格式、申報金額空白、原產地欄位缺漏 — 清關失敗、退運費用直接吃掉利潤,下次出貨前還是不知道哪裡錯。HS Code 填錯格式、申報金額空白、原產地欄位缺漏 — 清關失敗、退運費用直接吃掉利潤,下次出貨前還是不知道哪裡錯。

📋

Supplier CSV impossible to clean manually電商 CSV 匯入格式亂、批次上架手動整理要半天

重複 SKU、欄位名稱不統一、幣別大小寫混排 — 手動清洗 3,000 筆供應商目錄要花半天,整理完還是不知道有沒有漏掉問題。重複 SKU、欄位名稱不統一、幣別大小寫混排 — 手動清洗 3,000 筆供應商目錄要花半天,整理完還是不知道有沒有漏掉問題。

How It Works運作方式
From messy CSV to clean data in 3 steps三步驟,從混亂 CSV 到乾淨資料

No integrations needed. Just upload, confirm, and download. Works on any CSV or Excel file.不需串接任何系統,上傳、確認、下載即可,支援 CSV 與 Excel。

1

Upload your file上傳檔案

Drag and drop any CSV or Excel file — product catalog, customer export, or shipping manifest.拖放任何 CSV 或 Excel 檔案,商品目錄、客戶清單或出貨資料均可。

2

Confirm field mapping確認欄位對應

We auto-detect your columns. Confirm or adjust the mapping, then choose which checks to run.系統自動偵測欄位名稱,確認或調整對應後選擇要執行的檢查類型。

3

Download clean data下載乾淨資料

Get your Data Health Score, a detailed issue report, a cleaned CSV, and a PDF report in seconds.取得資料健康分數、詳細問題報告、修正後 CSV 與 PDF 報告。

Features功能特色
14 tools. One platform. Built for Asia.14 個工具,一個平台,專為亞洲電商而生

From feed validation to bulk pricing — every tool your team needs to list, manage, and scale across Shopee, MOMO, Google, and more.從 Feed 驗證到批次定價計算,你在蝦皮、MOMO、Google 上架與成長所需的每個工具,全在這裡。

📦

Product Catalog Checker商品目錄檢查

Validates SKUs, titles, prices, currencies, image URLs, availability, and brand data. Detects duplicates and normalizes formats automatically.驗證 SKU、標題、價格、幣別、圖片 URL、可用性與品牌資料,自動偵測重複並正規化格式。

Duplicate SKU重複 SKU 偵測Price normalization價格正規化Google Merchant
👥

Customer Data Validator客戶資料驗證

Validates email format and detects duplicates. Normalizes phone numbers and checks country codes for cleaner CRM and marketing lists.驗證 Email 格式、偵測重複客戶,正規化電話號碼與國家代碼,讓 CRM 清單更乾淨。

Email validationEmail 驗證Phone normalization電話正規化Deduplication去重複
🌍

Cross-border Shipping Checker跨境出貨檢查

Checks HS/HTS code format, validates VAT numbers, and verifies origin country, weight, and declared value completeness.檢查 HS/HTS 稅則碼格式、驗證 VAT 號碼,確認原產地、重量與申報價值是否完整。

HS codeVAT validationOrigin country原產地
📊

Data Health Score資料健康分數

Every job gets a 0–100 health score with a breakdown of errors, warnings, and auto-fixes. Share it with your team or clients.每次任務有 0–100 健康分數,含錯誤、警告與自動修正明細,可直接分享給團隊或客戶。

0–100 scoreRow-level detail逐列問題
🔄

Feed TransformerFeed 格式轉換器

Auto-map your CSV columns and convert to platform-ready formats: Shopee TW, MOMO, Google Merchant, Lazada, Shopline. One click, ready to upload.自動對應欄位,轉換成蝦皮、MOMO、Google Merchant、Lazada、Shopline 格式,一鍵產出可上傳檔案。

Shopee / MOMOGoogle MerchantLazada
💰

Bulk Markup Calculator批次加價計算器

Calculate selling prices, gross margins, and net margins in bulk. Set platform fee, target margin, and rounding — paste costs or upload CSV, instant results.批次計算建議售價、毛利率與淨利率。設定平台手續費與目標毛利率,貼上成本或上傳 CSV,即時產出結果。

Shopee / MOMOAmazon / GooglePro+
📊

Listing Diff Checker商品清單差異比對

Compare two versions of your product catalog and instantly see what changed — titles, prices, stock levels, and fields. Catch unintended edits before they go live.比對兩版商品目錄,即時顯示標題、價格、庫存與欄位的差異,在上架前攔截非預期的修改。

Version diff版本差異Pro+
🖼️

Image Validator商品圖片驗證器

Checks image dimensions, file size, and aspect ratio against Shopee, MOMO, Amazon, and PChome requirements. Flags rejectable images before you upload.依蝦皮、MOMO、Amazon、PChome 規格驗證圖片尺寸、檔案大小與比例,上傳前就找出問題圖。

Shopee / MOMOAmazonPChome
📈

SEO Scorer + Return RiskSEO 評分 + 退貨風險預測

Score each listing's searchability 0–100, and flag HIGH return-risk products before they go live — based on missing size info, vague colors, and thin descriptions.為每筆商品計算 0–100 SEO 分數,並預測退貨風險等級,讓問題商品上架前就被攔截。

Return risk退貨風險SEO scoreSEO 分數
Product Tour產品導覽
See every feature in action看看每個功能如何運作

Click through to see what your data workspace looks like after one upload.點選下方分頁,看看上傳一次之後的完整工作畫面。

82
/100
Good — Some Issues Found良好 — 發現部分問題
2,847 rows processed · product checks已處理 2,847 筆 · 商品檢查
2,847
Rows筆數
34
Errors錯誤
127
Warnings警告
89
Auto-fixed自動修正
Processed in 1.2s — manual review est. 94.9h1.2 秒處理完成 — 手動審查估計需 94.9 小時
Use Cases適用場景
Built for teams that move commerce forward為推動電商成長的團隊而生

Whether you run a single store or manage dozens of clients, CommerceOps Hub fits your workflow.無論你經營一間店或管理多個客戶,CommerceOps Hub 都能融入你的工作流程。

🛒

Ecommerce Operators電商營運團隊

Clean supplier catalogs before importing to Shopify or WooCommerce.匯入 Shopify 或 WooCommerce 前先清洗供應商商品目錄。

📦

Cross-border Sellers跨境電商賣家

Verify HS codes, VAT numbers, and shipping fields before every batch.每批出貨前驗證 HS 稅則碼、VAT 號碼與出貨欄位。

📣

Performance Marketers廣告投放團隊

Fix Google Merchant and Meta Catalog feed errors before submission.提交前修正 Google Merchant 與 Meta Catalog 的 feed 錯誤。

🏢

Ecommerce Agencies電商代營運 Agency

Generate branded PDF reports to show clients what's blocking their results.為客戶產出 PDF 報告,清楚呈現是什麼問題阻礙了成效。

🔗

ERP & OMS IntegratorsERP / OMS 整合商

Use the API to validate and normalize before data enters your system.透過 API 在資料進入系統前完成驗證與正規化。

📧

CRM & Email TeamsCRM 與 Email 行銷團隊

Validate and deduplicate customer lists before imports.匯入前驗證並去除重複的客戶 Email 與電話清單。

Sample Files範例檔案下載
See exactly what errors we catch直接看看我們能抓出哪些問題

Download a real-world sample CSV — a 50-row product catalog with intentional errors typical of Taiwan marketplace listings. Upload it and see the full report instantly.下載 50 筆商品範例 CSV,內含台灣電商常見的欄位錯誤,上傳後立即看到完整問題報告。

📦
Product Catalog Sample商品目錄範例

50 rows with missing GTINs, malformed prices, duplicate SKUs, and broken image URLs — exactly what gets your listing rejected.50 筆商品,含缺漏 GTIN、錯誤價格格式、重複 SKU、圖片連結失效,典型的上架退件原因。

Download CSV下載 CSV
👥
Customer List Sample客戶清單範例

40 rows with invalid emails, unformatted phone numbers, and duplicate entries — typical CRM export issues.40 筆客戶資料,含無效 Email、電話格式錯亂、重複名單 — 典型的 CRM 匯出問題。

Download CSV下載 CSV
🚢
Shipping Manifest Sample出貨清單範例

30 rows with missing HS codes, blank origin country, and invalid declared values — issues that stall cross-border shipments.30 筆出貨資料,含缺漏 HS 稅則碼、原產地空白、申報金額錯誤 — 導致清關延誤的常見問題。

Download CSV下載 CSV
Try It Now立即試用
See it work on your data — no login needed用你的資料試試看,不需要登入

Upload a CSV file (up to 20 rows) and get an instant Data Health Score.上傳 CSV 檔案(最多 20 筆),立即取得資料健康分數。

Drop your CSV here拖曳你的 CSV 到這裡
or click to browse或點擊瀏覽
CSV or Excel · First 20 rows · No account neededCSV 或 Excel · 取前 20 筆 · 不需帳號
Why CommerceOps Hub為什麼選擇我們
The only platform built for Asia-first sellers唯一專為亞洲電商打造的資料工具平台

DataFeedWatch and Channable are great tools — built for Amazon US and European markets. If you sell on Shopee TW, MOMO, or Lazada, they simply don't understand your platforms.DataFeedWatch 和 Channable 是很好的工具 — 但為歐美電商設計。如果你在蝦皮、MOMO、Lazada 上銷售,他們根本不了解你的平台。

CommerceOps Hub
NT$590 / mo
DataFeedWatch
from $19 USD / mo
Channable
from €29 / mo
Shopee TW support蝦皮 TW 支援
MOMO / PChome supportMOMO / PChome 支援
Bulk Markup & Margin Calculator批次加價與毛利計算
Lazada / Shopline feed exportLazada / Shopline 格式匯出 Limited Limited
Return risk prediction退貨風險預測
Invoice / PO / packing list match採購單 × 發票 × 裝箱單比對
Google Merchant feedGoogle Merchant 格式
Starting price入門價格 NT$590 $19 USD (~NT$625) €29 (~NT$970)
🛒
Asia seller? We win.主攻亞洲電商?我們完勝。

Shopee TW, MOMO, and Lazada sellers need a tool built for their platforms — not retrofitted from Amazon US rules.蝦皮、MOMO、Lazada 賣家需要的是為自己平台打造的工具,而不是從 Amazon 規則改裝的東西。

✍️
Optimized for Chinese Market真正懂繁體中文的優化工具

Built for Taiwan market conventions — Traditional Chinese product names, local platform rules, and TWD pricing workflows.專為台灣市場設計,支援繁體中文商品名稱、本地平台規則與台幣計價流程。

💰
1/10th the price, 3× the tools1/10 的價格,3 倍的工具數量

DataFeedWatch charges USD per channel. We charge NT per month for all 14 tools, all platforms, no per-channel fees.DataFeedWatch 以 USD 按渠道收費。我們以新台幣按月收費,14 個工具全包,無渠道費。

Pricing方案定價
Simple, record-based pricing依筆數計費,彈性透明

Pay for records processed, not features. Upgrade or downgrade anytime.依處理筆數計費,不限功能。隨時升降級。

Free
$0
forever永久免費
1,000 records / month筆 / 月
  • Product checker商品資料檢查
  • Customer checker客戶資料驗證
  • Cleaned CSV export清洗後 CSV 匯出
  • 30-day job history30 天歷史記錄
Start Free免費開始
Starter
NT$590
/ month
5,000 records / month筆 / 月
  • All Free features所有免費功能
  • PDF report exportPDF 稽核報告匯出
  • Mapping templates (save & reuse)欄位對應範本(儲存重複使用)
  • Email supportEmail 客服支援
Get Started立即開始
Business
NT$4,690
/ month
100,000 records / month筆 / 月
  • All Pro features所有 Pro 功能
  • API accessAPI 存取
  • Overage billing超額計費
  • SLA supportSLA 服務保證
Get Started立即開始
Agency
NT$9,490
/ month
300,000 records / month筆 / 月
  • All Business features所有 Business 功能
  • Multi-workspace多工作空間
  • Branded PDF reports品牌化 PDF 報告
  • Dedicated support專屬客服
Get Started立即開始

Prices in TWD. Annual plans save 20%. All plans include all checker, image, SEO, return risk and feed tools. Bulk Markup Calculator + Translation require Pro or above.新台幣計費。年繳方案享 8 折優惠。所有方案含驗證、圖片、SEO、退貨風險與 Feed 工具。批次加價計算器 + 多語翻譯需 Pro 以上。

Real Results真實使用者心得
Problems solved. Listings live.問題解決了,商品順利上架了

Here's what ecommerce sellers found after their first upload.這是電商賣家第一次上傳後發現的問題,以及之後的改變。

★★★★★
🛒 Amazon Seller

"Amazon kept suppressing listings with no clear reason. Uploaded my catalog here and instantly saw 41 titles over the 200-char limit and 8 missing bullet points. Fixed the CSV and every listing went live same day."

👩
Sarah M.
Private label seller, Austin TX
★★★★★
📣 Google Shopping

"Google Merchant kept throwing 'multiple attribute errors' and my campaigns just sat there. This tool pinpointed invalid availability values, wrong currency format, and 9-digit GTINs in seconds. Cleared in under an hour."

👨
James R.
Performance marketer, London
★★★★★
🏢 eCommerce Agency

"We manage catalogs for 12 clients. Pre-launch CSV cleanup used to take a full day. Now I upload once and get a health score, itemized issue list, auto-fixed CSV, and a client-ready PDF report — in minutes."

👩
Claire D.
Agency director, Melbourne
★★★★★
📦 Cross-border Seller

"Shipments kept getting held at customs and I had no idea why. Turned out every HS code in my export was wrong format. The tool flagged each one with the correct digit count. Zero customs rejections since the fix."

👨
Daniel K.
Cross-border seller, Toronto
★★★★★
🛍 Shopify / eBay Seller

"Migrating from Shopify to eBay was a nightmare — 'incomplete item specifics' on every other row. Uploaded the export here and found 34 rows missing brand, 19 with empty condition, and a pile of duplicate SKUs. Done in 20 minutes."

👩
Amy L.
Home goods brand, Manchester
★★★★★
📣 Meta Catalog Ads

"Meta catalog uploads were failing with error codes that meant nothing. This flagged negative prices in two rows, ftp:// image links, and descriptions over 5000 chars. Would have taken me days to find those manually."

👨
Marco B.
Performance ad agency, Berlin
FAQ常見問題
Got questions? We've got answers.你可能想問的問題

蝦皮批次上傳失敗怎麼辦? What do I do when Shopee batch upload keeps failing?
蝦皮批次上傳失敗最常見的原因有四個:商品名稱超過 60 字、必填欄位(如 weight、category)空白、圖片連結失效或格式不符,以及 availability 的值不在允許清單內。CommerceOps Hub 上傳 CSV 後會逐筆標出每個問題與行號,修正後直接下載修正版 CSV 重新上傳即可。 The four most common reasons Shopee batch upload fails: title over 60 characters, missing required fields (weight, category), broken or non-HTTPS image URLs, and invalid availability values. CommerceOps Hub flags each issue by row number so you can fix and re-upload immediately.
為什麼蝦皮商品格式錯誤無法上架? Why does Shopee reject my listings for "format errors"?
蝦皮對商品格式有嚴格規範:標題上限 60 字(非跨境版)、圖片必須是 HTTPS 連結且至少 500×500px、availability 只接受 in_stock / out_of_stock / preorder。很多賣家的 CSV 欄位名稱或值不符合這些規範,蝦皮只回傳模糊錯誤。我們的系統會對照蝦皮官方規範逐欄檢查,直接告訴你哪幾筆出問題。 Shopee enforces strict format rules: 60-char title limit, HTTPS image URLs at 500×500px minimum, and only in_stock/out_of_stock/preorder as availability values. Our tool checks against official Shopee specs and tells you exactly which rows fail and why.
Google Merchant Center 動態饋給錯誤如何修正? How do I fix Google Merchant Center feed errors?
Google Merchant Feed 最常被拒絕的原因:availability 欄位填「有貨」而非 in_stock、幣別寫「nt$」或「NT$」而非 ISO 標準「TWD」、GTIN 不是標準 8/12/13/14 位數、圖片 URL 無法存取。CommerceOps Hub 會自動修正幣別大小寫問題,並標出所有不符 Google Merchant 規範的欄位與行號,讓你一次修完。 Common Google Merchant rejection causes: availability not in [in_stock, out_of_stock, preorder], currency not ISO format (TWD not NT$), invalid GTIN length, and broken image URLs. Our tool auto-fixes currency casing and flags all non-compliant rows for you.
MOMO 商品上架格式要求是什麼? What are MOMO's product listing format requirements?
MOMO 必填欄位包含:title(上限 60 字)、price(正數)、image_url(HTTPS,1000×1000px 以上)、brand、category、stock_qty(庫存數量)、sku。缺少任何一個都會被退件,且錯誤訊息不一定指出具體欄位。我們支援 MOMO 格式驗證,可直接匯出符合 MOMO 規格的 CSV。 MOMO requires: title (max 60 chars), price (positive number), image_url (HTTPS, 1000×1000px min), brand, category, stock_qty, and sku. Missing any field triggers rejection. We validate against MOMO's spec and export a MOMO-ready CSV directly.
Meta 商品目錄上傳失敗原因? Why does my Meta product catalog upload fail?
Meta Catalog 常見問題:price 欄位有負數或為 0、image_url 用 ftp:// 而非 https://、description 超過 9,999 字、title 建議控制在 65 字以內以避免截斷。我們的 Meta Catalog 驗證器會逐項核對,並提供符合 Meta Commerce Manager 格式的匯出 CSV。 Common Meta Catalog issues: negative or zero price, ftp:// image URLs instead of https://, description over 9,999 chars, and titles over 65 chars (gets truncated in ads). Our Meta validator checks all of these and exports a Commerce Manager-ready CSV.
電商 CSV 匯入格式如何整理?批次上架商品格式怎麼準備? How do I prepare a CSV for batch listing on e-commerce platforms?
每個平台的必填欄位和格式規範都不同。建議的流程:1. 把供應商原始 CSV 上傳到 CommerceOps Hub,2. 查看系統自動偵測的欄位對應與問題清單,3. 選擇目標平台(蝦皮、MOMO、PChome 等),4. 下載已修正且符合平台規格的 CSV 直接上傳。可下載我們的範例 CSV 先熟悉格式。 Every platform has different required fields and format rules. Recommended flow: 1. Upload your supplier CSV to CommerceOps Hub, 2. Review auto-detected column mapping and issue list, 3. Select your target platform (Shopee, MOMO, PChome, etc.), 4. Download the corrected, platform-ready CSV and upload directly. Download our sample CSV to see the format in action.
免費方案有什麼限制?需要信用卡嗎? What are the limits of the free plan? Do I need a credit card?
免費方案每月 1,000 筆,不需信用卡,無使用期限。支援商品、客戶、出貨、庫存、價格等全部五種檢查類型,可下載修正後 CSV,保留 30 天歷史記錄。PDF 稽核報告、儲存欄位對應範本、API 存取等進階功能需要付費方案。 Free plan gives you 1,000 records/month, no credit card required, no expiry. Includes all five checker types and cleaned CSV download with 30-day history. PDF audit reports, saved mapping templates, and API access require a paid plan.
我的資料上傳後會被保存嗎?安全嗎? Is my uploaded data stored? Is it secure?
我們只儲存必要的任務記錄(欄位統計、問題清單),原始 CSV 內容不會被長期保存。資料透過 HTTPS 傳輸,存放於安全的資料庫。免費方案保留 30 天歷史記錄,之後自動刪除。我們不會將你的資料用於任何其他用途。 We store only the necessary job metadata (column stats, issue list). Raw CSV contents are not retained long-term. Data is transmitted over HTTPS and stored in a secured database. Free plan history is deleted after 30 days. We never use your data for any other purpose.

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Free plan. No credit card. First cleanup in under 60 seconds.免費方案,無需信用卡,60 秒內完成第一次清洗。

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