What customers do — not just what they say.
Surveys capture stated preference. Observation captures reality. We help organizations understand actual customer behavior through ethnographic research, observation studies, and behavioral analysis.
What's included.
Customer behavior analysis
How customers actually buy, use, and abandon products
Observation studies
Structured ethnographic observation in real environments
Experience analysis
End-to-end experience auditing across touchpoints
Consumer trends
Emerging behavior patterns before they show up in sales data
Behavioral insights
The psychology behind payment, loyalty, and switching decisions
Customer journey analysis
Journey mapping grounded in observed behavior
What this looks like in real engagements.
For a major telco, 94 ethnographic interviews revealed that rural customers rejected a discounted monthly bundle not because of price — but because daily cash-flow volatility made monthly commitments irrational. The redesign drove a 34% revenue increase.
When is observation better than surveys?
What does an ethnographic study involve?
Need customer observation & trend analysis done properly?
Tell us the decision or problem behind the requirement. We'll scope the right engagement — and say so if a smaller one will do.