





I wish I knew ...
They said price was everything. The data told a different story.
Why People Really Choose What They Do
The launch looked perfect on paper. The pricing tested well. Features checked out. Brand awareness was strong.
But when the product hit the market, results fell flat.
Why?
Because traditional research asks what people say they want. But it often misses how they actually decide.
🔍 The Real Problem: Decision-Making Is Messy
People rarely choose by comparing line items. They use heuristics, mental shortcuts like:
- “I always go with Apple.”
- “This one just feels more premium.”
- “I’ve heard of this brand before, must be good.”
These instincts shape choices far more than most surveys can detect.
📊 Enter Conjoint Analysis, one of the most powerful tools in market research.
By simulating trade-offs, it reveals what really drives choice.
But here’s the catch: Traditional conjoint is abstract. It removes context. It turns intuitive decisions into spreadsheet logic.
That’s why we reimagined it.
✅ What We Did Differently
We built a modern conjoint experience with Lisa, our conversational AI.
It reflects how people actually make decisions, in real life, in real time.
Here’s what sets it apart:
- Visual-first design – Real imagery, not just text attributes
- Mobile-native flow – Swiping, tapping, scrolling like everyday behavior
- Conversational follow-ups – Lisa asks why, not just what
- Emotionally intelligent – She picks up on brand loyalty, hesitation, instinct and explores them
🔍 What We Found
Lisa helps to uncover not just what people chose, but also the mental shortcuts behind those choices.
This wasn't about deliberate, rational comparisons. It was about heuristics in action:
- People said they were price-sensitive, but still chose premium options when they looked more trustworthy or familiar.
- Little features mattered because they signaled intelligence or tech-savvines, not just utility.
- Visual elements (like matte finishes or minimalist packaging) triggered style, acting as quality shortcuts.
- Brand loyalty wasn’t claimed but was felt. People skipped over unfamiliar options without even realizing it.
What looked like inconsistency in traditional surveys turned out to be predictable patterns once we saw the emotional logic behind them.
Lisa didn’t just collect answers. She revealed the fast, intuitive rules people rely on when they decide.
🎯 Takeaway
If your research stops at what people choose, you’re missing why they choose. Simulate decisions the way they really happen and you’ll unlock insights that actually move the needle.
💬 Curious What Drives Your Customers?
If you're facing a decision gap, when preferences and behavior don’t line up, we’d love to help you close it.
Until next time, keep listening. Because behind every choice, there’s a reason.