ECommerce-Skills 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.
install
source · Clone the upstream repo
git clone https://github.com/nexscope-ai/eCommerce-Skills
Claude Code · Install into ~/.claude/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/nexscope-ai/eCommerce-Skills "$T" && mkdir -p ~/.claude/skills && cp -r "$T/review-checker/walmart-review-checker" ~/.claude/skills/nexscope-ai-ecommerce-skills-walmart-review-checker && rm -rf "$T"
manifest:
review-checker/walmart-review-checker/SKILL.mdsource content
Walmart Review Checker 🔍
Review authenticity analyzer for Walmart — detect fake reviews, suspicious patterns, and feedback manipulation.
Installation
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
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
📊 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%
Part of Nexscope AI — AI tools for e-commerce sellers.