How to Find Competitor LLM Citation Opportunities in ChatGPT & Google AI
About this session
When prospective customers ask ChatGPT or Google AI for product recommendations, is your brand showing up, or are your competitors capturing the entire conversation?
In generative search, brand presence is dictated by the sources AI engines reference. In this walkthrough, we demonstrate how GrowByData Compass analyzes AI answers across ChatGPT, Google AI Mode, and AI Overviews. Learn how to diagnose brand visibility drops across specific buyer intents, isolate competitor-only citations, and generate actionable target lists for your SEO, PR, and content teams.
Key takeaways
- Track brand visibility as an objective percentage across ChatGPT, Google AI Mode, and AI Overviews.
- Isolate specific prompt use cases to uncover where competitor visibility overtakes your brand.
- Filter citation sources to display only the third-party pages driving competitor AI mentions.
- Analyze page-level factors like layout, ratings, and sentiment to see why competitors are favored.
- Export prioritized citation target lists or stream data into custom workflows via MCP.