I built MentionMind AI, an AI-powered Telegram bot designed to help traders research mention markets.
if you've ever traded an earnings call market, you know how stressful researching a company, understanding its business, and figuring out what executives might mention during the call can be.
that's the problem I wanted to solve.
MentionMind AI uses AI and web research to analyze upcoming events — whether it's an earnings call, public hearing, conference call, or speech — and generate 10 words or phrases that are likely to be mentioned.
But it doesn't stop there.
For every prediction, it provides:
- an estimated probability of the word or phrase being mentioned.
- a short explanation of why it might come up.
- relevant research sources to help you understand the reasoning.
- a distinction between confirmed information and speculation.
the goal is simple: make event research less stressful and help mention-market traders make more informed decisions.