Find broken SKUs, price glitches, and missing images in your store.
Drop your CSV here
or click to browse your files · CSV only
When to use Shopify Catalog Defect Auditor
Pre-launch catalog check before Black Friday & promotional campaigns
Prevent merchant center feed suspensions due to missing GTIN/SKU
Recover revenue from accidentally hidden or free-priced products
How to export from Shopify and clean in MiniJudge
Follow these steps to extract your raw spreadsheet and filter it without writing code:
Why standard spreadsheets and manual sorting fail on Shopify Catalog Defect Auditor
The Latency & Fatigue Bottleneck
When operations or revenue teams download raw data dumps with 2,000 to 25,000 rows, team members spend an average of 4.5 hours manually skimming rows, applying ad-hoc Excel autofilters, and deleting records. Human decision fatigue sets in after only 200 rows, leading to false positives and accidental deletion of valuable accounts.
Downstream API & Credit Waste
Uploading unfiltered CSVs directly into downstream enrichment platforms (such as Clay, ZoomInfo, or email verification tools) burns credits on contacts you will never reach. At an average of $0.15–$0.40 per enrichment lookup, running a dirty list wastes hundreds of dollars in under five minutes.
RFC 4180 Ingestion
Streams raw CSV bytes into an in-browser Web Worker, automatically removing UTF-8 BOM signatures and preserving multiline quotes.
Natural Language Compile
Gemini Flash compiles your plain-English prompt into structured rule trees, exclusion lists, and weighted signal dictionaries.
Zero-Cost Evaluation
Needle System 1 classifies 1,000 rows in ~8ms with 0 token consumption. Your raw data never leaves your browser sandbox.
CWE-1236 Clean Export
Sanitizes dangerous spreadsheet formula prefixes (=, +, -, @) and delivers ready-to-import CSVs.
Pay only for what you export. Free 100 rows preview always included.
Up to 1,000 rows exported. Ideal for targeted prospect lists and weekly bug triages.
Up to 5,000 rows exported. Perfect for monthly support ticket dumps and catalog cleanups.
Up to 25,000 rows exported. For comprehensive vendor audits, log analysis, and CRM migrations.
Frequently Asked Questions
Can this catch accidental 0.00 € prices before customers exploit them?
Yes. MiniJudge immediately flags any listing where the price is 0.00 or below minimum margin thresholds.
