Before you prioritize features, understand what people actually care about
MaxDiff and Conjoint are excellent for ranking.
But they only work if your inputs (features, claims, benefits) reflect what people actually value. Conveo helps research teams identify the right things to test by capturing the real context, language, and drivers behind choice.
Great choice models start with great inputs
Attribute prioritization
Exploratory research
Emotional drivers
Internal alignment
Speed to first insight
Stakeholder engagement
MaxDiff & Conjoint
Attribute prioritization
Excellent
Exploratory research
Not designed for it
Emotional drivers
Abstract
Internal alignment
Needs interpretation
Speed to first insight
Slower (design + analysis)
Stakeholder engagement
Often buried in stats


The modern way
Attribute prioritization
Used after Conveo
Exploratory research
Built for it
Emotional drivers
Rich and expressed in voice
Internal alignment
Clear, quote-backed insights
Speed to first insight
Fast (setup to synthesis in days)
Stakeholder engagement
Easily shareable, story-led
Conveo improves the quality, clarity and credibility of what you test, and the confidence you have in your results.
Why Conveo comes first
Don’t test based on internal assumptions. Let your audience define the decision space.
Understand why people prefer one feature, message or benefit over another in their own words.
Use natural, participant-driven phrasing to design more relevant and resonant attribute lists.
Conveo creates early alignment around audience priorities before a single model is built.

What does this look like in practice?
Before Conveo
You test 10 features in a Conjoint
Realize two were irrelevant and one key element was missing
Go back, redesign, and lose time and credibility

With Conveo
Run 30–50 adaptive interviews
Learn what matters, what confuses, what gets ignored
Design a cleaner, sharper, more effective MaxDiff/Conjoint
Share qualitative insights alongside model results to build trust
CPG, Food & Beverage

"We used Conveo after a quant study with 3 concepts and chose an entirely different version. We’re glad we did, and our customers too."
Pieter Vanpaemel
Head of Insights at Edgard & Cooper
When to use Conveo instead of, or before, MaxDiff or Conjoint
You’re exploring a new category, segment, or value proposition
You don’t yet have validated dimensions to test
You’re seeing confusing or low-confidence model output
You need fast insight for early decisions, before investing in quant
You want to bring stakeholders in earlier with clearer language and less math
Don’t guess what to model. Discover it.
Conveo helps you make MaxDiff and Conjoint more relevant, impactful and efficient, by ensuring you’re testing what truly matters.


