Archive

While working with endpoints of the LLM Mentions API, you may notice that the values of ai_search_volume for the same keyword may vary significantly depending on the selected platform type. The difference in values of ai_search_volume for Google and...

Generative Engine Optimization evolves rapidly, so do the methods of collecting LLM data for optimization. To keep up with changes and the growing data demands, we introduce the API LLM Scraper as a part of AI Optimization API. With...

With the LLM Mentions API, you can surface data on brand mentions that are present in fan-out queries and brand entities of ChatGPT and Google AI Overviews. In this guide, we explain how you can customize requests to do that...

Since October 2025, ChatGPT search structures information about brands into separate brand entities in its responses. By structuring brand data into entities, ChatGPT can more accurately represent brands in its responses, distinguishing them from generic terms. Moreover, entity-based structure...