
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.