Walmart Review Checker

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.

Review authenticity analyzer for Walmart — detect fake reviews, suspicious patterns, and feedback manipulation.

Installation

bash

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

Features

• Authenticity Score — 0-100 comprehensive rating
• WFS Verified Badge Analysis — Check fulfillment verification patterns
• Incentivized Review Detection — Identify paid/incentivized reviews
• Walmart-specific Red Flags — Platform-specific warning signs
• Progressive Analysis — 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	✅ Low Risk	Reviews appear authentic
50-69	⚠️ Medium Risk	Some concerns found
30-49	🔴 High Risk	Multiple red flags
0-29	💀 Critical	Likely manipulated reviews

Usage

Paste Reviews

text

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

bash

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

bash

python3 scripts/analyzer.py --demo

Output Example

text

📊 Walmart Review Authenticity Report

Product: Example Product
Reviews: 25
Analysis Level: L3

━━━━━━━━━━━━━━━━━━━━━━━━

Authenticity Score: 74/100 ✅

Low Risk - Reviews appear authentic.

━━━━━━━━━━━━━━━━━━━━━━━━

Detection Results

✅ Time Clustering: Normal
✅ WFS Verified Ratio: 68% (healthy)
⚠️ Generic Comments: 12%

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Part of Nexscope AI — AI tools for e-commerce sellers.