The Manual Review Analysis Problem

The Manual Review Analysis Problem

How Automation Eliminates 95% of Wasted Time

Current Pain Points:

  • Manual review collection requires hours of tedious work
  • Subjective sentiment interpretation creates inconsistency
  • Data organization demands constant manual formatting
  • Analysis delays prevent timely response to customer issues

Our Automation Solution:

  • Automatically scrapes all Trustpilot reviews with pagination
  • Uses DeepSeek to extract structured data (author, rating, date, etc.)
  • Applies OpenAI for consistent, objective sentiment classification
  • Saves everything to Google Sheets in real-time

Result: 95% time savings with more comprehensive and consistent data collection.