Product & Design

Design for Your Users, Not Your Assumptions.

Validate interface concepts, navigation structures, and design decisions with your target users before development begins.

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THE PROBLEM

Usability Problems Are Cheapest to Fix Before They’re Built.

Pricing has a major impact on profitability.

Traditional pricing studies are costly, slow, and complex.

Most pricing decisions rely on benchmarks, cost models, or intuition.

Poor pricing leaves significant revenue untapped.

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Compounding Intelligence

How experial solves it.

Describe your campaign and target audience in plain language. DARVIS designs the study, ALFI simulates your audience, and you receive a ranked comparison of your concepts within 30 minutes.

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Prompt

How is our brand perceived by Millennials vs. Gen X consumers, and where are the biggest perception gaps across trust, innovation, value, quality, and sustainability?

Target audience

Age Range

Millennials (28–40), Gen X (41–55)

Usage pattern

Active users

Consumer Traits

Brand-aware, value-conscious, purchase decision-makers

Bridging the Generation Gap: Brand Perception Across Millennials and Gen X

Brand Attribute Scores by Generation

80%

60%

40%

20%

Trust

Innovation

Value

Quality

Sustainability

Millennials

Gen X

Expanded Insights

Gen X consumers generally perceive the brand as reliable, high quality, and trustworthy. Their responses indicate stronger confidence in the brand’s long-term credibility and overall product consistency. Sustainability is viewed positively within this segment, likely influenced by existing familiarity and established brand reputation.

sample report

See what the report looks like.

Every experial study delivers a board-ready report with statistical analysis, visualizations, and decision recommendations. Here’s an example for this use case.

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[easily understandable report]

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Choose Your Sample

Your Audience, Your Way.

Every study starts with the right audience. DARVIS recommends an approach based on your briefing, with full control.

Your own customers

Direct feedback from actual users of your product is the gold standard for UX decisions. A direct-link study reaches people with real experience of your interface making their responses significantly more actionable.

External Human Panel

The right choice when you need feedback from people who don’t yet know your product. For example when testing onboarding flows, first-time user experiences, or new market segments.

Synthetic audience

Ideal for early design validation before recruiting real users quickly screening multiple interface options or navigation structures to identify clear losers before investing in a full usability study.

“We caught a critical navigation issue in our new app before a single line of code was written. What would have been a costly redesign became a five-minute fix in Figma.”

We now test every major product concept before it goes to development. The cost of running a study is negligible compared to what we save by killing bad ideas early