Who would pay

Information analysts, investors, and developers willing to pay for high-quality and non-mainstream search results.

Current workarounds

Information seekers need a tool that bypasses traditional search engine ranking results, retrieving richer, diverse pages with similar semantics.

MVP idea

Design a multi-stage search process combining vector semantic search and AI filtering to expand retrieval coverage and provide users with more diverse and in-depth information sources.

How to validate

Start by testing the effect of vector search combined with AI filtering on a small number of topics. Risks lie in balancing search efficiency and accuracy.