Claude
Skills
Sign in
โ† Back

walmart-review-checker

Included with Lifetime
$97 forever

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.

Backend & APIsscripts

What this skill does


# Walmart Review Checker ๐Ÿ”

Review authenticity analyzer for Walmart โ€” 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** โ€” 0-100 comprehensive rating
- **WFS Verified Badge Analysis** โ€” Check fulfillment verification patterns
- **Incentivized Review Detection** โ€” Identify paid/incentivized reviews
- **Walmart-specific Red Flags** โ€” Platform-specific warning signs
- **Progressive Analysis** โ€” 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 | โœ… Low Risk | Reviews appear authentic |
| 50-69 | โš ๏ธ Medium Risk | Some concerns found |
| 30-49 | ๐Ÿ”ด High Risk | Multiple red flags |
| 0-29 | ๐Ÿ’€ 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

```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

```
๐Ÿ“Š Walmart Review Authenticity Report

Product: Example Product
Reviews: 25
Analysis Level: L3

โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”

Authenticity Score: 74/100 โœ…

Low Risk - Reviews appear authentic.

โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”

Detection Results

โœ… Time Clustering: Normal
โœ… WFS Verified Ratio: 68% (healthy)
โš ๏ธ Generic Comments: 12%
```

---

**Part of [Nexscope AI](https://www.nexscope.ai/?co-from=skill) โ€” AI tools for e-commerce sellers.**

Related in Backend & APIs