DetectFake helps people examine suspicious images and video frames before sharing them. It combines local-first visual checks for texture, noise, compression, edges and frame consistency with a clear confidence score and signal report. It also includes a free verification checklist and guidance on provenance, context and detector limits. Results are screening evidence, not proof.