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Twitter, Inc.
Benefits of measuring satisfaction & intent
Track changes over time
• Organic changes by week, month, year
• Pre/post redesigns, feature launches
Identify differences across segments
• Demographics, markets, user types
• Satisfaction differences across motivations
• Logs data