Case Study 01
AEO & Search StrategyGenerative AI Search & Citation Architecture
- Client Focus
- B2B SaaS
- Services Deployed
- AEO StrategyEntity DefinitionTopical Clustering
Before
The brand lacked citation coverage across emerging AI answer engines (ChatGPT Search, Claude, Google AI Overviews), resulting in missed high-intent buyer queries and low brand visibility.
The System Engineered
- Audited entity definitions, structured schemas, and topical authority clusters.
- Created core pillar guides for direct definition retrieval by LLM scrapers.
- Built content frameworks aligned with generative retrieval behaviors.
The Business Impact
2.5x
AI Visibility
More than doubled brand citation coverage across major LLMs and AI answer engines.
+21.1%
Share of Voice
Secured dominant market share across target product and category terms.
