amazon-review-checker

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Amazon review authenticity analyzer. Detect fake reviews, suspicious patterns, and rating manipulation. Includes time clustering detection, content similarity analysis, rating distribution checks, and verified purchase validation. Progressive analysis with L1-L4 depth levels. No API key required.

AI & Automation 194 stars 35 forks Updated 1 months ago MIT

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Quality Score: 86/100

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Skill Content

# Amazon Review Checker ๐Ÿ” Review authenticity analyzer โ€” detect fake reviews, suspicious patterns, and rating manipulation. ## Installation ```bash npx skills add nexscope-ai/eCommerce-Skills --skill amazon-review-checker -g ``` ## Features - **Authenticity Score** โ€” 0-100 comprehensive rating - **Suspicious Pattern Detection** โ€” Time clustering, content similarity, rating anomalies - **Fake Review Flagging** โ€” Mark high-risk reviews with explanations - **Progressive Analysis** โ€” More data = deeper insights ## Progressive Analysis Levels | Level | Required Data | Unlocked Analysis | |-------|---------------|-------------------| | **L1 Basic** | Review content | Similarity, length, keywords | | **L2 Advanced** | + Review date | Time clustering detection | | **L3 Deep** | + Star rating | Rating distribution analysis | | **L4 Complete** | + VP status | Verified purchase validation | ## Detection Dimensions | Dimension | Weight | Method | |-----------|--------|--------| | Time Clustering | 25% | Sliding window + burst detection | | Content Similarity | 20% | N-gram + Jaccard similarity | | Rating Distribution | 20% | Chi-square test vs natural distribution | | VP Ratio | 15% | Compare to category benchmark | | Review Length | 5% | Entropy analysis | | Suspicious Keywords | 5% | Keyword pattern matching | ## Risk Levels | Score | Level | Description | |-------|-------|-------------| | 70-100 | โœ… Low Risk | Reviews appear authentic | | 50-69 | โš ๏ธ Medium Risk | Some conc...

Details

Author
nexscope-ai
Repository
nexscope-ai/eCommerce-Skills
Created
2 months ago
Last Updated
1 months ago
Language
Python
License
MIT

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