← All casesAPAC GEO

Building AI-answer visibility across four APAC markets

A multilingual technology brand improved discovery and citation in generative search.

Building AI-answer visibility across four APAC markets
12% → 38%AI citation coverage
+46%qualified leads
+27pptopic visibility
90 daysinitial cycle
01 / Business challenge

Strong expertise was limited by fragmented entities, terminology and citation signals.

02 / Digital employee role

A GEO operating layer monitored prompts, structured content and coordinated authority signals.

03 / Human control

Subject experts approved claims, evidence and market positioning before publication.

04 / Workflow example

Workflow example

01

Audit

Benchmark prompts and sources.

02

Map

Align entities and topics.

03

Create

Publish answer-ready content.

04

Distribute

Build authority signals.

05

Measure

Monitor and improve monthly.

* Representative engagement data for solution planning. Results vary by scope, system quality and baseline.

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