Face Validity
Whether a test appears to measure what it claims to measure — from the test-taker's perspective. High face validity = "these questions make sense for what they're measuring."
Face validity is about appearances: does the test look right? A question about party preferences on an extraversion test has high face validity. A question about pizza toppings on the same test has low face validity (even if it statistically predicts extraversion).
Face validity matters because: test-takers who see the connection between questions and the measured trait engage more seriously and answer more honestly. Tests with low face validity (seemingly random questions) produce more disengaged, careless responding.
However, face validity can be a weakness: if questions are too obvious, people can fake their answers ("They're clearly measuring extraversion, so I'll say I love parties"). Well-designed tests balance face validity with subtlety.