How it works

[03]
The Three Steps
Every report includes full traceability from summary to source evidence.
Hosted on European servers. GDPR compliant.
Methodology validated in peer-reviewed publications.
10M+ human panelists available for validation studies.
[03]
Choose Your Sample
Every study starts with the right audience. DARVIS recommends an approach based on your briefing, with full control.
[01]
Your own customers
Via direct link or panel management
Send a link to your existing customers or invite and manage your own research community
Participants respond on their own device
Ideal when you want feedback from people who already know your brand
Results within a few hours
[02]
External human panel
400M+ real panelists on demand
Access to 400M+ real human panelists matched to your target profile
Ideal for representative studies and high-stakes validation
Results within a few hours
[03]
Synthetic audience
Powered by ALFI
AI-simulated responses from your defined target audience
Ideal for fast iterations, hard-to-reach segments, and early-stage validation
Results in 30 minutes
“We tested four campaign concepts in one afternoon. What used to take six weeks and a significant agency budget was done before our next team meeting”
- team at 55labs
30 minutes
Briefing to research report
[03]
Compounding Intelligence
With traditional agencies, every study ends as an archived PDF. With experial, every study makes the next one smarter.
Each completed study feeds back into your Index and refines your audience model. The next study starts with more context, more accuracy, and more relevance. Over time, experial becomes a proprietary intelligence asset — not just a research tool.

[08]
Next Step



