LeadScout

Context

The project combines web data, geographic signals, and a focused research interface.

Problem

Potential e-commerce opportunities are spread across many domains and sources and first need to become discoverable and comparable.

Solution

The known solution scope includes domain discovery, lead research, and sources such as Common Crawl and OpenStreetMap.

Architecture

Next.js and TypeScript form the application. Prisma and SQLite represent persistence, Zod schema validation, and Vitest testing.

Technical decisions

The choice of small, typed building blocks aims for a traceable research and data pipeline.

Challenges

Data quality, source coverage, validation, and distinguishing useful leads are central concerns of the project.

Outcome

No verified public metrics or outcome statements have been supplied.

Main functionality

• — Domain discovery
• — Lead research
• — Common Crawl data processing
• — Geographic research with OpenStreetMap

Visual

No verified screenshots were supplied — this visual remains deliberately typographic.