UX Research · Session Analysis · Behavioral Insight

You shipped it. They're leaving. We'll show you why.

Trained researchers. One-way mirrors. The exact moment your interface loses the user — documented and actionable within days.

Session Recording · P-07 · 14:32Live Replay
47Rage Clicks
23Dead Clicks
12Abandons
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The questions below are ones your VP of Product has already asked. We've structured the answers as comparisons — because that's how decisions get made.

6–8Participants / Study
7–10Days to Deliverable
11yrAvg Researcher Experience
01
Comparison 01 / 05
Q.

How is this different from analytics?

Analytics tells you a user left on step three. It cannot tell you they left because the 'Save' button appeared disabled when it wasn't — a 2-pixel border color issue that no dashboard will ever surface. We watch the moment of confusion happen in real time.

Dimension
★ Insightrecommended
Heatmap / Click ToolsWeb AnalyticsSession Replay Tools
What it measures
Why users hesitate, abandon, or misunderstand
What users clicked — not why
Traffic and funnel drop-off rates
Aggregated behavior patterns
Root cause identification
Named, observable, researcher-confirmed
Inferred from click patterns only
No — requires separate qualitative layer
Partial — depends on annotation
Actionability of findings
Specific interface change with rationale
Raw data requiring interpretation
Metric shift with no interface direction
Directional — not prescriptive
Researcher involvement
Senior researcher present in every session
None — fully automated
None — you interpret the dashboards
No — algorithmic processing only
Validity for edge cases
Screened participants match your user segment
All traffic — no segment control
All traffic — no intent filtering
Segment filters available, not validated
02
Comparison 02 / 05
Q.

What do we get that UserTesting doesn't give us?

UserTesting gives you a panel. We give you a researcher. The difference is the same as handing someone a stethoscope versus having a cardiologist in the room. The data is the same — the interpretation changes everything.

Dimension
★ Insightrecommended
UserTesting / MazeEnterprise UX PlatformsBoutique UX Agencies
Researcher seniority
8–15 years behavioral research experience
Platform crowd — no vetting
Automated — no human researcher
Varies by agency, often junior
Observation methodology
Live one-way mirror sessions + think-aloud
Remote only — no controlled environment
Unmoderated — no observer present
Remote moderated — variable quality
Depth of insight per participant
90-minute moderated session, full behavioral map
5–10 min task completion only
Session recordings with no analysis
45–60 min, varies by researcher
Deliverable format
Prioritized findings + annotated video clips
Highlight reel — no prioritization
Raw recordings + auto-transcripts
Slide deck — no clip evidence
Cross-session pattern synthesis
Triangulated across 6–8 sessions minimum
Per-session — no synthesis layer
No — requires manual review
Sometimes — depends on engagement scope
Confidence in findings
Researcher-signed, evidence-backed
Crowd-sourced — no accountability
Platform-generated — no researcher sign-off
Depends on individual researcher
03
Comparison 03 / 05
Q.

How fast can you run a study?

Your sprint doesn't wait for a six-week research cycle. We've built our panel, facility network, and delivery process so a standard study goes from brief to board-ready deliverable in 7–10 days. For critical production issues, we have a 24-hour response protocol.

Dimension
★ Insightrecommended
Platform TestingEnterprise ResearchIn-House Researchers
Recruitment to first session
48–72 hours for standard panels
5–7 business days average
2–4 weeks with procurement
Months to hire and onboard
Full study turnaround
7–10 days from brief to deliverable
14–21 days
4–8 weeks typical
Months — if ever completed
Iteration cycle support
Re-test a fix within the same sprint
Possible but expensive per-round
Rare — procurement overhead
Never — team bandwidth
Urgent-issue response
Emergency study in 24 hours for critical issues
No priority lane
No — fixed procurement cycles
No — internal scheduling
Study scope flexibility
3 participants to 20+ — calibrated to question
Fixed packages only
Enterprise contracts — fixed scope
Fixed to team capacity

The case is made.

See exactly what you'd receive.

A real deliverable from a real engagement — redacted for confidentiality.

04
Comparison 04 / 05
Q.

What's the seniority level of the researchers?

Every study is led by a researcher with 8+ years of behavioral research experience, a background in cognitive psychology or HCI, and certification from a recognized body. This isn't a staffing agency — it's a research practice.

Dimension
★ Insightrecommended
Crowd PanelsAutomated PlatformsResearch Agencies
Lead researcher background
Cognitive psychology + HCI, avg 11 years
No lead researcher — crowd panel
No researcher — platform automated
Varies — often marketing research background
Moderator certification
All moderators UXQB or Nielsen-Norman certified
No certification requirement
No moderator
Some — not standardized
Bias mitigation protocol
Documented, peer-reviewed moderation guide
None — facilitator instructions only
None
Informal — agency-dependent
Domain specialization
SaaS, fintech, healthtech, e-commerce specialists
Generalist panel
Domain-agnostic platform
Generalist with optional verticals
05
Comparison 05 / 05
Q.

What does the actual deliverable look like?

Not a slide deck with bullet points. A prioritized findings document with annotated video evidence, a revenue-impact-weighted fix list, wireframe-level design direction for the top three issues, and a live presentation from the lead researcher to your team.

Dimension
★ Insightrecommended
DIY PlatformsEnterprise ToolsOther Agencies
Executive summary
1-page, decision-ready, CEO-readable
No summary — raw data only
Auto-generated transcript only
3–5 page summary, variable quality
Annotated video evidence
Timestamped clips for every key finding
Full recordings — no annotation
Raw recordings only
Sometimes — depends on scope
Prioritized fix recommendations
Ranked by revenue impact × implementation effort
None
None
List of issues — no prioritization matrix
Design direction included
Wireframe-level direction for top 3 issues
No
No
No — research only
Stakeholder presentation
Researcher presents live to your team
Self-serve only
Self-serve only
Available at premium tier
Follow-up support
30-day researcher availability for questions
None
None
No — engagement closes at delivery

The logical next step

See a Sample
Research Report.

A complete deliverable from a real SaaS onboarding engagement — participant identities redacted. Every section you'd receive. Every annotation. The full prioritization matrix.

What's in the sample report

Executive summary — 1 page, decision-ready
6 annotated video clips with timestamped observations
Prioritized finding matrix (revenue impact × effort)
Wireframe-level direction for top 3 interface issues
Participant screener and methodology appendix
Researcher sign-off and confidence ratings

"The first page of the report told us more about why users were leaving than six months of Mixpanel data combined."

— VP Product, Series B Fintech (redacted)

You've seen the comparison. See what the deliverable looks like.