competitor-discovery

What problem does it solve?

Quickly identify who you’re really competing against by surfacing direct, adjacent, and tangential competitors from across the web.

Core Features & Use Cases

• Automated discovery: Search the web using category signals to compile a candidate list of 8-12 firms with URLs and short descriptions.
• Candidate profiling: Fetch homepage signals and summarize one-liner, target signals, and overlap type (direct/adjacent/tangential).
• Ranking & validation: Rank results by cross-query frequency and apply simple heuristics to filter out tangential results.

Quick Start

Provide your product category, target audience, and known competitors to generate a ranked competitor list.