Walmart Review Checker 🔍#

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#

SignalDescriptionWFS BadgeVerified fulfillment patternsIncentivized"Received free product" indicatorsReview timingClustered reviews in short periodsGeneric commentsTemplated review patterns

Risk Levels#

ScoreLevelDescription70-100✅ Low RiskReviews appear authentic50-69⚠️ Medium RiskSome concerns found30-49🔴 High RiskMultiple red flags0-29💀 CriticalLikely 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.