HypeCheck – I built a tool that fact-checks supplement marketing
AI checks supplement claims against PubMed, but Examine.com already does this manually.

Creator incentive classification beats generic fact-checkers at spotting course scams.
Consumers evaluating online income opportunities, potential course buyers
ScamAdviser · Trustpilot · Better Business Bureau
AI checks supplement claims against PubMed, but Examine.com already does this manually.
Useful verification layer, but manual scraping scripts already do this for free.
Contradiction detection and source memory beat generic deep-research wrappers.
It flags concrete dangerous patterns (example: ADD COLUMN with DEFAULT) and prints step-by-step safe alternatives instead of vague warnings. The embedded Rhai-based custom checks are a smart move — teams can encode org policies — but usefulness will depend on CI integration and the breadth/precision of its rule set.
Source-controlled PR checks that agents can fix; solves agent code review at scale.
Structurally verifies LLM judge reasoning instead of paying for a second model check.