In-app search analytics · Malaysia

Your customers are telling you what they need.

Their searches reveal unmet demand, confusing language, and product friction. We help your team turn those signals into practical decisions.

What we solve

Search data becomes valuable when it changes a decision.

We connect query behaviour to real customer journeys, giving your team enough evidence to improve discovery without drowning in dashboards.

Understand the terms, abbreviations, and multilingual patterns customers actually use.

Separate genuine content gaps from ranking, relevance, and measurement problems.

Rank improvements by customer impact and strategic value, not query volume alone.

Focused engagements

3–4 weeks

Baseline assessment

A focused review of what customers search, where discovery breaks down, and which gaps deserve attention first.

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2–3 weeks

Instrumentation

Define events and metrics that connect every query, result interaction, reformulation, and conversion without collecting unnecessary data.

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2 weeks

Decision support

Turn existing search behaviour into clear product, content, and merchandising actions for one high-value customer journey.

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We start with the decision your team needs to make, then work backwards to the search evidence that can support it.

Local context

Analysis that accounts for Malaysia’s multilingual, mobile-first customer behaviour.

Independent advice

Recommendations shaped by your customer and product—not a platform sales target.

Usable handover

Definitions, priorities, and next steps your internal team can continue using.

A useful first conversation

Tell us what you know, what feels unclear, and which decision is waiting on better evidence.