Agent Comparison App Development

I need an app that scans Reddit, Google, and RankMyAgent.com to rank agents joining our platform. The app should assess:
- Star ratings
- Number of reviews
- Written reviews

It should generate a confidence score, summarize reviews for overall sentiment, and provide side-by-side agent comparisons.

Ideal skills and experience:
- Experience developing web scraping and data aggregation tools
- Proficiency in sentiment analysis and data processing
- UI/UX design skills for clear side-by-side comparison displays