# 315 consumer rights

Small Beijing Firm Behind 'GEO' AI Tool Named on China's 315 Show, Raising Data‑poisoning and Supply‑chain Alarms

China's 315 consumer‑rights broadcast named a product called the "LiQing GEO optimization system", linking it to a small Beijing company with limited staff and modest capital. The appearance of this vendor in a national probe underscores risks from opaque suppliers in AI data and model supply chains and points to mounting regulatory and market pressure for greater transparency and provenance controls.