ProveIt

// Overview

ProveIt is a scientific credibility tool that goes beyond the abstract. When you paste in a claim or link to a study, ProveIt traces its full provenance: who funded the research, who authored it, what their institutional affiliations are, and whether the results have been replicated or challenged.

The analysis pipeline uses LLM reasoning over structured metadata pulled from OpenAlex, a free and open academic data index. Funding sources are cross-referenced against known industry relationships. Author networks are visualized to surface conflicts of interest that don't appear in the paper itself.

Built for people who make decisions based on research — clinicians, journalists, investors, policy analysts — and need to know what to trust before they act on it.