Case Studies
GEO and AI Model Work Built with Our Clients
Representative examples of how Aquila Insights approaches GEO analytics and AI model training engagements.
Recovering Product Visibility in AI Shopping Assistants
Rebuilt structured product data and content for a national retail brand after GEO analytics revealed it was being under-cited relative to competitors in AI shopping recommendations, improving citation share within one quarter.
Winning Category Citations for a Growth-Stage SaaS Company
Used GEO analytics to identify which comparison queries AI engines were answering without citing the client, then built a targeted content and schema strategy to close the gap.
Custom Churn Model for a Subscription Consumer Brand
Trained a custom churn prediction model on the client’s first-party customer data, enabling proactive retention campaigns and a measurable reduction in cancellations.
Marketing Data Unification for a Multi-Product SaaS Platform
Consolidated fragmented marketing data across ad platforms and CRM systems into a single model-ready pipeline, powering both GEO reporting and demand forecasting.
Want more detail on how these engagements were run?
Contact Us for Details