UX intelligence that deepens with every study
Every research conversation becomes searchable knowledge your team builds on. Study users once. Reuse insights forever. Ship faster because you stand on what you've already learned.
Users complete core tasks 40% faster after targeted navigation improvements...
Trusted by teams at
UX intelligence means treating research as organizational memory, not one-off deliverables. Instead of insights scattered across Notion docs and Figma comments, every study contributes to a searchable knowledge base. Teams reuse learnings about user motivations, pain points, and decision patterns. Understanding deepens as you study more users, and compounds when you cross-reference findings across features, segments, and versions.
Your UX research is scattered across
Notion, Figma, and abandoned decks
New team members can't access what you already learned. Every study starts from zero. Insight velocity doesn't match product velocity.
Knowledge Fragmentation
User pain points from checkout research don't inform onboarding research. Emotional insights from one segment aren't accessible to other teams.
New Team Members Start From Zero
A designer joins and redesigns a feature you researched 3 months ago. They don't know it. You waste budget re-discovering what you already learned.
Research Ships Monthly, Product Ships Weekly
Traditional UX research takes 4–8 weeks. Product sprints run 2 weeks. Insights arrive too late to influence decisions.
Shallow Research Stays Shallow
'Users struggled with checkout' doesn't compound into organizational knowledge. You need the why: trust anxiety? friction? complexity?
Reports Gather Dust
A 30-page PDF lands three weeks late. Product priorities shifted. Smart research, irrelevant timing. It sits archived instead of informing what ships next.
Deep Research Is a Luxury
Traditional UX research costs $500–$2,000+ per interview. Only large research departments with six-figure budgets can afford it.
Real-world applications
for ux research
User Motivation & Needs Research
Move beyond feature lists to uncover the emotional and functional drivers behind user decisions. What job is the user hiring your product to do?
Experience Mapping & Journey Research
Understand the full user journey — where users encounter friction, when delight occurs, and what moments create abandonment risk.
Decision Psychology Research
Reveal subconscious drivers: visual trust, cognitive ease, social proof, loss aversion. Redesign to align with how users' brains actually work.
Emotional Response Research
How does your product make users feel? Does onboarding feel welcoming or overwhelming? Does error messaging feel punitive or supportive?
Comparative UX Evaluation
Side-by-side research comparing your product against 1–3 competitors. Where do users prefer your experience? Where do competitors outperform?
Onboarding & Activation Research
Isolate onboarding friction points: where new users get confused, what accelerates activation, what delight moments drive commitment.
User Intuition vs.
traditional ux research
| Dimension | User Intuition | UserTesting / dscout / In-House |
|---|---|---|
| Interview Depth | 5–7 levels AI laddering | 2–4 levels (user-driven or varies) |
| Turnaround | 48-72 hours | 5–10 days (UserTesting) to 2–4 weeks (in-house) |
| Study Cost | From $200 | $750–$5,000+ depending on method |
| Moderation Consistency | 100% AI-standardized | 60–80% (varies by moderator) |
| Panel Access | 4M+ verified consumers | 1–2M+ or limited/internal |
| Scalability | Unlimited at fixed cost | Cost increases 1:1 with volume |
| Researcher Required | No · anyone can launch | Often yes (in-house moderation) |
| Annual Commitment | None · pay per study | Subscriptions or headcount |
| Key Output | WHY users behave; emotional root causes | WHAT users do; task completion |
From research question to product clarity
Design The Study
Frame your research questions — usability gaps, prototype reactions, or user behavior patterns — and set screener criteria. Our AI builds the interview guide, task flows, and recruitment plan for your specific product context.
AI Conducts the Conversations
Each participant completes a 10-20 minute AI-moderated voice interview exploring how they experience your product. The AI probes deeper on friction points, emotional responses, and the moments where users hesitate or abandon.
Get Evidence-Backed Results
Receive a structured UX report with ranked pain points, user verbatims, behavioral patterns, and design recommendations — exportable to Figma, Jira, Slack, or PDF for your product and engineering teams.
Create Compounding Intelligence
Every UX study feeds your searchable intelligence hub. Onboarding research informs checkout redesign. Feature studies reference last sprint's findings. Re-mine past interviews when new design questions arise — so your product team never starts from zero.
"We used to wait 6 weeks for research. Now we run studies inside our sprint cycle. The depth of the AI's laddering surprised me — we uncovered emotional trust barriers that changed our entire onboarding approach."
Joel M., CEO — Abacus Wealth Partners
When AI Helps and When a Human Should Lead UX Research
AI-moderated interviews fit into sprint cycles — but some UX questions need in-person human observation.
AI-Moderated Interviews Excel At
- User motivation and decision psychology research
- Consistent methodology across user segments
- Onboarding and activation experience research
- Feature prioritization and pain point discovery
- Remote usability interviews with screen sharing
- Eliminating moderator bias in user preference studies
Consider Human Moderation For
- In-person contextual inquiry and observation
- Complex prototype walkthroughs requiring real-time guidance
- Accessibility research with users who need accommodations
- Highly sensitive UX topics (health, finance, safety)
- Co-design and participatory design workshops
- Expert heuristic evaluation sessions
Methodology refined through Fortune 500 consulting engagements.
UX intelligence that deepens
with every study
In 48-72 hours, understand the why behind user behavior. Build institutional knowledge that makes every product decision smarter.
See how continuous UX research integrates into sprint cycles. We'll help you build a compounding research practice.
Launch a UX research study in minutes. Results in 48-72 hours. No contract required.
No contract · No retainers · Results in 48-72 hours
Common questions
Go deeper on ux research
Pillar Guides
Deep-dive guides covering this topic from strategy to execution.
Tools & Tactics
Practical frameworks and platform-specific guides for teams ready to act.
Reference Guides
Reference deep-dives on methodology, best practices, and applied research.
Alternatives & Comparisons
Side-by-side comparisons with competing platforms and approaches.
Industries
See how teams in specific verticals apply this research.
Platform Capabilities
The platform features that power this type of research.