How Hippo answers a trading question: live research cards
A trader types a question in their own words, such as “why is BTC down today?” Hippo pulls live market data, writes the answer, and streams it into the chat as cards: prices, a chart, the key facts, sources and the time the data was taken. The trader never leaves the exchange, and the answer explains what is happening without telling them what to do.
This is the core of Hippo. Every other feature hangs off this conversation, so it is worth looking at how one answer is put together.
What happens when a trader asks a question?
The flow has four steps.
- The trader asks. No syntax, no menus. “What’s moving SOL?”, “Explain open interest”, “How much of my balance is in ETH?”
- Hippo works out what it needs. A market question needs prices and recent moves. An account question needs the trader’s balances and positions from the exchange. A concept question may need no live data at all.
- Hippo gathers it. Live prices come from the price source the exchange has chosen. Account data comes from the exchange’s API, read-only.
- The answer streams in. The first facts appear within seconds, and the card fills in as the rest is written.
The trader stays on the exchange’s page the whole time. Hippo sits in a docked panel beside it.
What is on a research card?
A research answer arrives as a structured card rather than a wall of text. A typical one has:
| Part | What it shows |
|---|---|
| Headline | The one-line answer to the question |
| Key numbers | Price, 24-hour change, volume, funding, as relevant |
| Chart | A compact price chart for the period the question is about |
| What is driving it | The facts behind the move, in plain English |
| Sources | Where each fact came from |
| Timestamp | When the data was taken |
The timestamp matters more than it looks. Markets move. An answer that says “as of 14:05 UTC” lets the trader judge how fresh it is, and stops a stale answer from passing as a current one.
Why cards and not plain chat?
Three reasons.
Numbers stay checkable. In free text, a price can hide in the middle of a paragraph. On a card it has a fixed place and format, so a trader can find it and check it.
New card types ship without an app release. Hippo’s cards are defined on Hippo’s servers and rendered by the panel. When we add a card type, it reaches traders without the exchange rebuilding or re-releasing anything. We cover that design in thin-client SDK vs deep integration.
The next step is one tap away. A research card can end with an offer: set an alert, see your position, draft an order. The trader picks; Hippo does not push.
What does Hippo not say?
Hippo explains, never advises. A research card describes what the data shows. It does not predict a price, rank assets by attractiveness, or tell the trader what to do.
When a trader asks for a verdict, Hippo says plainly that it does not give one, then answers the information question underneath: what has moved, by how much, and what traders commonly watch. The full reasoning is in why Hippo explains and never advises.
What this means for the exchange
Traders ask questions all day. Today most of those questions leave the exchange for a search engine, a social feed or a general AI chat that cannot see the venue’s data. The research card keeps that moment on the exchange’s surface, answered with live market data and the trader’s own account.
For product teams, the useful questions are measurable in a pilot:
- How many questions do traders ask per session?
- How often does a research answer lead to a next step, such as an alert or a drafted order?
- Do traders who ask questions come back more often?
Where your traders go when they have a question covers the cost of letting those questions leave.
Where to see it
The research card is live on Hippo’s demo exchange today, and a pilot proves it on the exchange’s own data. If you run product or growth at an exchange or broker, askthehippo.com has more on how a pilot works.
Frequently asked questions
What kinds of questions can a trader ask Hippo?
Market questions (what moved BTC today), account questions (what is my exposure to ETH), and concept questions (what is a funding rate). Hippo answers all three in plain English, using live data where the question needs it.
Why are answers shown as cards instead of plain text?
Cards keep the numbers structured and checkable. A price, a chart, a list of sources and a timestamp each have a fixed place, so a trader can see what the answer rests on at a glance. The cards are defined on Hippo's servers, so new card types reach traders without an app release.
Does Hippo tell traders whether to buy?
No. Hippo explains what the data shows and what an order would do. When a trader asks for a verdict, Hippo says plainly that it does not give one, then shows what is true right now.
Do answers appear all at once?
No. They stream in as they are written, so the first facts appear within seconds and the rest of the card fills in behind them.
Hippo provides information, not investment advice.
