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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...

The LLM Mentions API transforms raw AI search data into actionable intelligence. By combining flexible targeting, structured metrics and source data, you can uncover where and how your brand or competitors are mentioned. This guide lists the features available, explains how...

The Cross Aggregated Metrics endpoint in LLM Mentions API allows you to directly compare how multiple products or brands are mentioned across AI searches. Besides delivering blended data on all mentions for your target parameters, it also offers separate results...