EVIDENCE-BASED PRODUCT INTELLIGENCE

UX Research.

Understand user behaviour, unaddressed friction and mental models before committing capital to engineering.

We conduct qualitative and quantitative research that replaces internal speculation with empirical customer evidence, driving confident product roadmaps, higher adoption, and reduced rework.

User InterviewsUsability TestingBehaviour AnalysisCompetitor ResearchResearch SynthesisActionable Recommendations
Behavioral Research Lab
Affinity Synthesis Clusters16 User Tests
Validated Win

14/16 users completed checkout in <45s with 1-click biometric pay

Friction Discovered

9/16 hesitated at CSV upload due to vague column formatting error

Prioritized Recommendation:

Replace raw file upload with instant client-side preview and auto-column matching.

Empirical User GroundingZero Speculation

PRODUCTION CAPABILITIES

UX Research built for real-world use.

AKREVON brings strategic rigor, user empathy, and production-grade craftsmanship to every facet of ux research.

User Interviews
QUALITATIVE DEPTH

User Interviews

Structured 1-on-1 contextual inquiry interviews uncovering true user motivations, unstated frustrations, and operational workarounds.

Targeted participant recruitmentUnbiased, non-leading inquiry
Usability Testing
BEHAVIORAL OBSERVATION

Usability Testing

Rigorous moderated and unmoderated usability testing measuring task success rates, time-on-task, and cognitive points of failure.

Task scenario definitionConcurrent Think-Aloud (CTA)
Behaviour Analysis
QUANTITATIVE TELEMETRY

Behaviour Analysis

Analyzing user clickstreams, session replays, funnel drop-offs, and behavioral analytics to validate qualitative research findings.

Funnel conversion drop-offSession replay audits
Competitor Research
MARKET BENCHMARKING

Competitor Research

Comprehensive comparative audits of competitor feature sets, user onboarding flows, pricing architectures, and customer reviews.

Deep teardowns ofReview sentiment mining
Research Synthesis
AFFINITY MAPPING & PERSONAS

Research Synthesis

Synthesizing hundreds of discrete observations into affinity diagrams, validated persona archetypes, and mental model diagrams.

Affinity diagramming clusteringEvidence-based persona archetypes
Actionable Recommendations
STRATEGIC IMPACT

Actionable Recommendations

Translating research discoveries directly into prioritized product recommendations, user stories, and design refactoring briefs.

Prioritized impact vs.Wireframe sketches demonstrating

STRATEGIC DECISION FRAMEWORK

Before design begins.

Four decisions that shape the right product direction.

What do we already know?

Auditing existing team data and customer feedback to avoid redundant research.

We start by auditing your existing customer intelligence: support tickets, sales call recordings, Google Analytics, and team domain knowledge. This prevents wasting time researching known facts and allows us to focus investigation on true blind spots.

Critical Evaluation Factors:
Synthesis of existing customer support tickets and recurring feature requests
Review of historical analytics funnels and drop-off points
Documentation of validated customer truths vs. unverified team assumptions

Which assumptions need evidence?

Isolating the high-risk assumptions that would break the business if wrong.

Not all assumptions carry equal risk. We map assumptions on a 2x2 matrix of Impact vs. Certainty. High-impact assumptions with low empirical certainty are prioritized for immediate research testing.

Critical Evaluation Factors:
Assumptions regarding user willingness to adopt a new workflow
Assumptions about existing customer workarounds and budget authority
Technical and operational assumptions that affect delivery feasibility

Who should participate?

Defining the exact user recruiting screener to ensure high-fidelity insights.

Talking to the wrong people yields misleading data. We draft precise screener criteria based on behavioral habits, company size, and role responsibilities rather than superficial demographic traits.

Critical Evaluation Factors:
Strict behavioral screener criteria (e.g. users who perform task X weekly)
Inclusion of both active happy customers and churned/reluctant users
Recruitment channels and incentive structures for high-value participants

How will research influence product decisions?

Establishing how findings will translate into roadmap priorities and sprints.

Before conducting interviews, we establish consensus on how the resulting data will be utilized: will it decide between two competing concepts, define the MVP feature boundary, or determine pricing tiers? Clarity on decision gates guarantees research impact.

Critical Evaluation Factors:
Explicit decision gates that depend on research outcomes
Alignment with engineering sprint planning and roadmap cycles
Commitment to pause or pivot features if research disproves value hypotheses

DELIVERY CADENCE

How We Conduct UX Research

A rigorous empirical methodology that translates user behavior into competitive product leverage.

Research Plan

Scope & Screener Protocol

Define research questions, hypotheses, recruiting screeners, and interview scripts.

Sprint Verified
Session Recordings

Empirical Fieldwork

Conduct moderated user interviews, observational usability tests, and competitor teardowns.

Sprint Verified
Affinity Matrix

Thematic Synthesis

Analyze data through affinity diagrams, mental models, and telemetry correlation.

Sprint Verified
Actionable PRD Specs

Actionable Deliverables

Deliver executive summaries, prioritized recommendations, and wireframe solutions.

Sprint Verified
COMMERCIAL VALUE

Why Invest in UX Research

The cost of user research is a fraction of the cost of building the wrong product.

Eliminate Speculative Rework

Reworking software post-launch costs 10x to 100x more than validating requirements upfront with user research.

10x Cost Savings

Achieve True Product-Market Fit

Products built around empirical customer needs achieve faster organic word-of-mouth adoption and lower CAC.

Faster Fit

Speed Up Executive Decision-Making

Objective user evidence ends endless internal debates and accelerates executive roadmap alignment.

100% Data Consensus

PRODUCT OUTCOMES

Why Research Matters for Product Decisions

Every successful digital product is built on deep customer understanding.

De-Risk High-Stakes Launches

Know with statistical and qualitative certainty that users want and understand your feature before committing code.

Uncover Unspoken Competitive Advantages

Discover the exact operational frustrations your competitors neglect, giving your product an instant edge.

Empower Engineering Velocity

Engineers build faster and with higher morale when building features proven to have genuine customer demand.

THE AKREVON STANDARD

Why AKREVON for UX Research

We are product strategists and engineers, not academic researchers.

Action-Oriented Insights

We deliver clear, engineering-ready product recommendations—not 100-page theoretical slide decks.

Qualitative & Quantitative Balance

We triangulate direct user interview depth with product analytics and telemetry data.

Rapid Turnaround Cadence

We recruit, test, synthesize, and deliver actionable findings in fast 2-to-3 week sprint cycles.

FREQUENTLY ASKED QUESTIONS

UX research answers

For most product initiatives, 8 to 12 targeted interviews per user segment uncover 85%+ of recurring operational problems and behavioral patterns. We prioritize recruit quality over vanity sample size.

DESIGN & EXPERIENCE

Ready to design a product users genuinely love?

Book a strategic discovery session with AKREVON’s product designers to map your user journeys, design systems, and rapid interactive prototypes.