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Research & Analysis

UX Conversion
Analysis.

Analytics locate observed drop-off. Heuristics and behavioral data produce possible explanations; research or experiments evaluate whether a proposed change affects the metric.

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The Gap

Analytics show the pattern.
UX analysis frames the questions.

A high bounce rate is a symptom, not a diagnosis. Session recordings show clicks but not intent. Heat maps show attention but not comprehension. A proper UX conversion analysis combines quantitative and qualitative signals to prioritize plausible causes and testable responses. It does not establish intent or causality on its own.

Methodology

Four-phase
analysis framework.

01

Heuristic Evaluation

Expert walkthrough using Nielsen heuristics, cognitive walkthrough methodology, and CXL research-backed frameworks.

02

Behavioral Analysis

Session recording review, heat map analysis, and scroll depth mapping to understand real user behavior patterns.

03

Friction Identification

Document every point where user intent meets unnecessary resistance — confusing copy, hidden CTAs, cognitive overload, trust gaps.

04

Test Roadmap

Prioritized experiment backlog with hypotheses, baseline requirements, decision metrics, and a suitable method for each question.

Deliverables

What you get
in the analysis.

Expert UX Heuristic Review

Evaluate the experience against established usability heuristics and document candidate issues with severity, evidence, and uncertainty.

Behavioral Friction Mapping

Combine behavior data and research to form testable explanations for observed friction without claiming what users feel.

Conversion Funnel Analysis

Map where users drop off and combine quantitative and qualitative evidence to investigate plausible causes.

Prioritized Recommendations

Rank findings by evidence, expected decision value, effort, and risk rather than assuming an untested change is a win.

A/B Test Hypotheses

Each recommendation comes with a testable hypothesis, expected outcome, and measurement plan. Ready to plug into your testing platform and validate with real traffic.

UX Conversion Analysis is part of the Landing Page Optimization service suite. Pair suitable recommendations with A/B tests when traffic, risk, and implementation support a valid design.

Start Here

Stop guessing why
users leave.

Get a behavioral UX analysis with prioritized test hypotheses, the evidence behind each item, and a validation plan. No conversion outcome is promised.

Request a UX Analysis →
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