ebay-review-checker

bynexscope-ai

eBay review authenticity — fake feedback, suspicious patterns, buyer manipulation.

Installation

Send this command to your AI agent:

npx skills add https://github.com/nexscope-ai/eCommerce-Skills/tree/main/review-checker/ebay-review-checker --skill ebay-review-checker

Documentation

---

name: ebay-review-checker

version: 1.0.0

description: "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."

metadata: {"nexscope":{"emoji":"🔍","category":"ecommerce"}}

---

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

---

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

Links

GitHub