AI Tools
Market Research Agent
Live market data, summarised by AI — with the gaps called out.
What it does
The useful parts, plainly
Live data in
Pulls current prices and fundamentals from market APIs at request time, not from stale snapshots.
Plain-English summary
Turns the raw numbers into a readable brief you can skim in thirty seconds.
Flags the unknowns
When data is missing or the model is extrapolating, it says so instead of bluffing.
Screenshot / demo GIF
The Market Research Agent exists to test a simple idea: can an AI make raw market data understandable without overstating its confidence? The build deliberately leans into the limits — where the data is thin, the app tells you, rather than smoothing it over with a confident-sounding paragraph.
How to try it
- Enter a ticker or coin.
- The agent fetches live data and fundamentals.
- Read the summary — and the “what we couldn’t verify” note underneath it.
It’s a demo, not a product. The interesting part isn’t the answer; it’s watching where an honest agent draws the line on what it knows.
The honest bit — costs & limits
- This is not financial advice and the app says so on every screen. It's a research toy, not a trading tool.
- Free market APIs rate-limit hard — during heavy use it will slow down or queue.
- Crypto data quality varies wildly by source. Treat smaller coins' numbers with suspicion.
- The summary can miss context a human analyst wouldn't. Always read the underlying figures.