CMPT <PROJ> · BUSINESS INTELLIGENCE, COMPETITIVE ANALYSIS

AI Competitor Research Assistant

Tracks competitors automatically and answers positioning questions in plain English, with dashboards across projects.

2) FA · KEY FACTSCMPT

Result: ▲ LIVE DEMO
Role: Product strategy, design and development
Time: 2 mo
Stack: Lovable · AI · scraping

3) PROBLEMWHY

Keeping up with competitors is slow and inconsistent. Manually checking websites, pricing changes and feature releases eats time, and the research is out of date almost as soon as it's done.

4) WHAT I DIDHOW

01Defined the product vision and feature set for product teams, founders and investors.
02Built automated scraping that keeps collecting competitor information.
03Added an AI analyst that answers natural-language questions about competitive positioning.
04Designed the interface for tracking competitors across multiple projects, with dashboards that turn the data into reports.

5) OUTCOMERESULT

▲Replaces manual competitor research with a continuously updated view.
▲Deeper insight than ad-hoc analysis, in a fraction of the time.

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