Scientists reviewing collagen supplement research found major methodological flaws in studies showing skin benefits, including statistical errors and industry funding bias. Despite collagen's popularity among influencers and consumers, the evidence remains weak and inconsistent, with researchers concluding that promoting collagen as a validated anti-aging treatment is premature and scientifically indefensible.