additional_features
["Automatic persona and emotion assignment based on optional context.", "Multi-persona parallel analysis in a single run."]
example_commands
["Analyze how different personas interpret this question: 'How satisfied are you with your household income?'", "Generate three personas and show their meaning-level interpretations of this item: 'Do you support the new environmental tax?'", "Given older adults as the target, show likely misunderstandings for this question: 'How often do you use digital financial services?'", "For rural low-income respondents, identify hidden assumptions in this survey item: 'How likely are you to purchase an el
gpt_id
surveypersona-meaning-engine
ideal_use_cases
["Pretesting new survey questions with multiple simulated personas.", "Detecting ambiguity and cognitive burden in question wording."]
limitations
["Uses simulated personas and cannot fully replace live cognitive interviews."]
target_users
["Survey methodologists", "Questionnaire designers"]