hey, so excited for another challenge.
here’s my submission:
Agent name:
ConceptCompass
What it does:
Evaluates whether a startup idea solves real user problems and highlights where it is crowded versus uniquely differentiated using explicit graph relationships.
What data or graph it is grounded in:
A small Neo4j graph connecting Ideas, Problems, UserTypes, and ExistingSolutions via SOLVES, AFFECTS, and ADDRESSES relationships.
Example questions it can answer:
- Does this idea solve a problem that already has strong competitors?
- Which problems does this idea address that remain unmet?
I intentionally kept the graph and agent small to focus on explainable, relationship-driven reasoning rather than scale.
anyways, was fun. enjoyed playing around