# RivalScan — Competitor Intelligence

> Tracks competitor product updates in real time by aggregating RSS feeds, GitHub releases and changelogs, then summarising and scoring them by business impact.

- Built by Manar Attar. Stack: FastAPI, SQLAlchemy, PostgreSQL, React and Vite.
- Each update is AI-summarised and scored for business impact so a small team can triage competitor activity quickly.

## Links

- [Author](https://manarattar.com): Manar Attar's portfolio.

## Contact

- Email: manarattar77@gmail.com
- Canonical URL: https://rivals.manarattar.com/