The illusory truth effect โ familiarity gets mistaken for accuracy
When you see a claim again and again, your brain processes it more easily, and that ease feels like truth. Studies find people rate repeated statements as more believable even when they first knew them to be false โ which is why checking a claim beats trusting a gut sense that it "sounds right."