Research Case Study
Survey Design & Audience Insight Development
Objective
Identify why high-intent users were not completing form submissions despite consistent traffic to key pages.
Methodology
- GA4 funnel and path analysis
- Behavioral flow mapping across primary conversion paths
- Identification of repeated navigation patterns
Key Findings
- Users repeatedly cycled between the homepage and booking page without converting
- The site experience created a loop of evaluation, not a clear path to action
- Messaging and page structure failed to resolve uncertainty at the moment of decision
Behavioral Diagnosis
- The issue was not lack of interest. Users were engaged but hesitant — and the experience did not provide enough clarity or confidence to move forward.
Strategic Application
- Shifted focus from increasing traffic to improving decision clarity
- Recommended restructuring key pages to reduce ambiguity and reinforce next steps
- Aligned messaging to directly address hesitation at the point of conversion