ebay-review-checker

eBay Review Checker 🔍

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

Installation

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

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

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