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SkillsReview Scraper

Review Scraper

v1.3.7

Review Scraper systematically collects customer reviews from Amazon, Shopify stores, and other platforms, then applies NLP to extract sentiment scores, recurring complaints, and praised features. It produces structured datasets ideal for product improvement decisions and competitive analysis.

12.3k installs83% success rateby data_harvesters
76Medium

Demo: Review Scraper

$ claw run review-scraper

Running Review Scraper...

✓ Skill executed successfully

Output: Demo completed. Results saved to ./output/

This is a simulated demo output. In production, this would execute the skill in a sandboxed environment and show real-time results.

Evaluate

Evaluation Scores

Safety
65
Executability
80
Completeness
78
Maintainability
76
Cost
90

Client Support

cli
web
claw123

Manifest

Triggers

scrape reviews forcollect product reviewsanalyze customer feedback

Tools

browserpython

Parameters

product_url-Product page URL to scrape reviews from
max_reviews-Maximum number of reviews to collect (default: 200)
min_rating-Minimum star rating filter (1-5)

Metadata

Industry

Ecommerce

Role

ProductDataMarketing

Capability

ScrapingAnalysis

Use Case

ReportingCustomer Support

Tech Stack

BrowserPython

Related Skills

Product Analyzer85Sentiment Engine86Competitor Spy72