Prompt universe
Understand how AI answers questions across your industry. We map questions buyers could ask, then analyse AI answers to reveal brand recommendations, cited sources and gaps in visibility.
Request accessMillions of data points
Thousands of prompts. Hundreds of thousands of answers.
A deeper view of your market.
We connect the questions, searches, sources and recommendations behind AI answers to reveal patterns, competitive gaps and new opportunities.
Explore your industry
- See which brands appear across different customer needs.
- Identify the websites and pages AI cites.
- Compare how providers are described and recommended.
- Investigate opportunities for content and off-site activity.
How we use the insight
Client campaigns
We use the wider universe to curate the prompts Tilio tracks for each client. Broader research helps us uncover gaps and put their performance in context.
Industry intelligence
We help brands and agencies explore competitor visibility, identify influential sources and prioritise content and outreach.
Public information
The same approach can help councils and NHS organisations assess how AI presents their services. Comparing answers with approved guidance can flag outdated or misleading information for expert review.
Access the research
For brands and agencies. Enquire about industry snapshots, quarterly research or annual access.
Our universes contain modelled buyer questions. Findings reflect sampled AI answers, not measured search demand.