Does it invent sample reviews if I don't paste any?

No. It strictly analyzes the exact reviews you provide and tags the result as USER_PROVIDED.

Marketplace Intelligence

Marketplace Customer Review Sentiment Analyzer

Analyze real customer reviews (pasted or CSV) to compute Positive, Neutral, and Negative sentiment breakdown, top buyer keywords, and response templates.

MarketToolz Seller Operating Platform • Hybrid Data Architecture

Marketplace Customer Review Sentiment Analyzer

Zero fabricated metrics. Every output is backed by configurable marketplace fee schedules, SSRF-safe public metadata, or your verified Seller CSV/manual inputs.

Open Full Marketplace Command Center

1. Marketplace & Input Parameters

IDR

Marketplace Platform

Country & Currency

Customer Reviews (One Review per Line — EN / ID Supported)Upload TXT/CSV

2. Verified Output & Provenance Report

What is the Marketplace Customer Review Sentiment Analyzer?

The Marketplace Customer Review Sentiment Analyzer turns raw buyer feedback into structured sentiment metrics, recurring vocabulary frequency, and professional seller response templates.

Formula & Mathematical Methodology

Sentiment Share % = (Sentiment Class Count / Total Valid Reviews Analyzed) × 100

Uses bilingual lexical sentiment scoring and defect clustering across every user-supplied review line.

How Does It Work?

Paste customer reviews (one review per line) or upload a review CSV. The engine scores each review, calculates Positive/Neutral/Negative percentages, extracts top customer vocabulary, and prepares resolution replies.

Expert Tips & Best Practices

Respond to 1-star and 2-star reviews within 12 hours using a calm, solution-oriented reply—future buyers read seller replies to judge store trustworthiness.
Use the exact positive phrases customers repeat in their 5-star reviews as headlines in your product images.
Run this analysis monthly on your top 5 SKUs to catch supplier quality drift early.

Frequently Asked Questions

Yes! The lexical analyzer natively understands both Indonesian ('bagus', 'mantap', 'pecah', 'kecewa') and English marketplace review terminology.

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Expert Tips & Best Practices

Respond to 1-star and 2-star reviews within 12 hours using a calm, solution-oriented reply—future buyers read seller replies to judge store trustworthiness.

Use the exact positive phrases customers repeat in their 5-star reviews as headlines in your product images.

Run this analysis monthly on your top 5 SKUs to catch supplier quality drift early.