Spot manufacturing flaws and dangerous defects in Amazon reviews.
Drop your CSV here
or click to browse your files · CSV only
When to use Amazon Review Defect Hunter
Supply chain and QA audit before reordering factory batches
Competitive product teardown: discover weaknesses in competitor bestsellers
Protect seller account health by fixing defects before Amazon flags listing
Why standard spreadsheets and manual sorting fail on Amazon Review Defect Hunter
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 filter out delivery complaints that aren't the product's fault?
Yes. Simply add 'Exclude delivery delays, carrier damage, and packaging box dents' to your prompt.
