FAQ

Is Aumaum free to use?

Yes. Browsing the trending demand and persona rankings and using AI analysis is completely free.

How does the AI analysis work?

Our AI uses large language models to analyze public data and search topics, generating industry forecasts and user portraits to answer your questions about global markets.

Where does the data come from?

We aggregate public data such as e-commerce search, social sentiment, tenders and procurement, and policy notices — all from legal sources, updated on a regular schedule.

Do I need an account to use Aumaum?

You can browse the trending demand and persona rankings without an account. Sign up to unlock full forecasts and user portraits in the premium zone.

Can I use Aumaum on mobile?

Yes. Aumaum works on all devices — mobile, tablet, and desktop. Check industry forecasts and user portraits anywhere.