# Ebay Review Checker

> eBay review and feedback authenticity analyzer.

eBay review and feedback authenticity analyzer. Detect fake reviews, suspicious seller feedback patterns, and buyer manipulation. Includes time clustering detection, content similarity analysis, and eBay-specific red flag identification. No API key required.

- Page: https://ss33.ai/skills/nexscope-ai/ebay-review-checker-41473901492
- Publisher: nexscope-ai
- Category: [Business](https://ss33.ai/skills/category/business-y1h0vy) › [Website & online store](https://ss33.ai/skills/category/business-y1h0vy/website-and-online-store-ufkq7b)
- License: MIT
- Source: https://github.com/nexscope-ai/ecommerce-skills/blob/ee0fb29433d02ccc22e3e6cea9ab4586d49fd42e/review-checker/ebay-review-checker/SKILL.md

## Skill

SKILL.md: https://ss33.ai/api/v1/ss33/download/nexscope-ai/ebay-review-checker-41473901492

# eBay Review Checker 🔍

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

## Installation

```bash
npx skills add nexscope-ai/eCommerce-Skills --skill ebay-review-checker -g
```

## Features

- **Seller Feedback Analysis** — Analyze seller feedback authenticity
- **Buyer Feedback Patterns** — Detect suspicious buyer behavior
- **eBay-specific Red Flags** — Platform-specific warning signs
- **Progressive Analysis** — More data = deeper insights

## eBay-Specific Detection

| Signal | Description |
|--------|-------------|
| Feedback timing | Clustered feedback in short periods |
| Generic comments | "A+++" or "Great seller" patterns |
| Account age | New accounts leaving multiple feedbacks |
| Transaction patterns | Unusual buying/selling patterns |

## Risk Levels

| Score | Level | Description |
|-------|-------|-------------|
| 70-100 | ✅ Low Risk | Feedback appears authentic |
| 50-69 | ⚠️ Medium Risk | Some concerns found |
| 30-49 | 🔴 High Risk | Multiple red flags |
| 0-29 | 💀 Critical | Likely manipulated feedback |

## Usage

### Paste Feedback

```
Check this seller feedback:

Positive - Great seller, fast shipping! A+++
Positive - Excellent transaction, thank you!
Positive - Perfect! Would buy again.
Negative - Item never arrived.
```

### JSON Input

```bash
python3 scripts/analyzer.py '[
  {"content": "A+++ seller!", "rating": "positive", "date": "2024-01-15"},
  {"content": "Fast shipping", "rating": "positive", "date": "2024-01-15"}
]'
```

## Output Example

```
📊 eBay Feedback Authenticity Report

Seller: example_seller
Feedback Count: 50
Analysis Level: L3

━━━━━━━━━━━━━━━━━━━━━━━━

Authenticity Score: 72/100 ✅

Low Risk - Feedback appears authentic.

━━━━━━━━━━━━━━━━━━━━━━━━

Detection Results

✅ Time Clustering: Normal
⚠️ Generic Comments: 15% (slightly high)
✅ Account Diversity: Good
```

---

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