Why this was a GEO engagement
The brand had plenty of expertise but weak consistency across publisher profiles, product messaging, and category explanations. The discovery problem was not lack of web pages. It was lack of coherent entity signals.
The challenge
AI assistants mentioned the category frequently, but the company was referenced inconsistently and sometimes not at all. Internal teams also described the brand differently across channels.
What changed
- brand and product descriptions were standardized across owned and external sources
- category pages were restructured for clearer definitions and comparisons
- publisher and profile cleanup prioritized the most influential sources
The result
Qualified AI citations increased by 94%, the source layer became much more coherent, and the brand created a more durable authority signal across enterprise discovery journeys.