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BytesAgain β€Ί Skills β€Ί Walmart Review Checker
πŸ¦€ ClawHub

Walmart Review Checker

by @phheng

Walmart review authenticity analyzer. Detect fake reviews, suspicious patterns, and rating manipulation. Includes WFS verified badge analysis, incentivized r...

Versionv0.1.0
Downloads459
#clawhub
TERMINAL
clawhub install walmart-review-checker

πŸ“– About This Skill

name: walmart-review-checker version: 1.0.0 description: "Walmart review authenticity analyzer. Detect fake reviews, suspicious patterns, and rating manipulation. Includes WFS verified badge analysis, incentivized review detection, and Walmart-specific red flag identification. No API key required." metadata: {"nexscope":{"emoji":"πŸ”","category":"ecommerce"}}

Walmart Review Checker πŸ”

Review authenticity analyzer for Walmart β€” detect fake reviews, suspicious patterns, and feedback manipulation.

Installation

npx skills add nexscope-ai/eCommerce-Skills --skill walmart-review-checker -g

Features

  • Authenticity Score β€” 0-100 comprehensive rating
  • WFS Verified Badge Analysis β€” Check fulfillment verification patterns
  • Incentivized Review Detection β€” Identify paid/incentivized reviews
  • Walmart-specific Red Flags β€” Platform-specific warning signs
  • Progressive Analysis β€” More data = deeper insights

    • Walmart-Specific Detection

    | Signal | Description | |--------|-------------| | WFS Badge | Verified fulfillment patterns | | Incentivized | "Received free product" indicators | | Review timing | Clustered reviews in short periods | | Generic comments | Templated review patterns |

    Risk Levels

    | Score | Level | Description | |-------|-------|-------------| | 70-100 | βœ… Low Risk | Reviews appear authentic | | 50-69 | ⚠️ Medium Risk | Some concerns found | | 30-49 | πŸ”΄ High Risk | Multiple red flags | | 0-29 | πŸ’€ Critical | Likely manipulated reviews |

    Usage

    Paste Reviews

    Check these Walmart reviews:
    5 stars - Great product, fast shipping from WFS!
5 stars - Exactly as described, love it!
1 star - Arrived damaged.

    JSON Input

    python3 scripts/analyzer.py '[
  {"content": "Great product!", "rating": 5, "date": "2024-01-15", "wfs_verified": true},
  {"content": "Amazing!", "rating": 5, "date": "2024-01-15", "wfs_verified": false}
]'

    Demo Mode

    python3 scripts/analyzer.py --demo

    Output Example

    πŸ“Š Walmart Review Authenticity Report
    Product: Example Product
Reviews: 25
Analysis Level: L3
    ━━━━━━━━━━━━━━━━━━━━━━━━
    Authenticity Score: 74/100 βœ…
    Low Risk - Reviews appear authentic.
    ━━━━━━━━━━━━━━━━━━━━━━━━
    Detection Results
    βœ… Time Clustering: Normal
βœ… WFS Verified Ratio: 68% (healthy)
⚠️ Generic Comments: 12%

    Part of Nexscope AI β€” AI tools for e-commerce sellers.

    πŸ’‘ Examples

    Paste Reviews

    Check these Walmart reviews:
    5 stars - Great product, fast shipping from WFS!
5 stars - Exactly as described, love it!
1 star - Arrived damaged.

    JSON Input

    python3 scripts/analyzer.py '[
  {"content": "Great product!", "rating": 5, "date": "2024-01-15", "wfs_verified": true},
  {"content": "Amazing!", "rating": 5, "date": "2024-01-15", "wfs_verified": false}
]'

    Demo Mode

    python3 scripts/analyzer.py --demo