Trading bot
Human emotions are bad advisors, especially in financial markets. Major funds are taking advantage of the benefits of behavioral finance by measuring sentiment. They know that action follows emotions.
Our SentiBot reads investor sentiment. A unique crypto trading bot, which uses market emotions to determine what operation (SELL/BUY/HOLD) is best for a given moment. Therefore, it is one step ahead of the market. Every 15 minutes, continuously for more than two years, it makes decisions based on the emotions measured in mentions.
Our Emotional AI Power Couple
A total of 5 years of work by top scientists, 8 basic emotions, dozens more emotions, 14 million tweets and 15 million candles to train an artificial intelligence model to forecast the price of BTC.
That’s how our power couple – Catherine the Machine & AI-fi – was created.
Catherine the Machine
Our first AI, the NLP engine.
She is the one who reads each of the eight emotions, sentiment, and arousal, tirelessly doing so on thousands of arbitrarily long texts, simultaneously, in a dozen languages.
She can read the context of an utterance, understand emoticons, acronyms, overtones, and temperament. By understanding context, Catherine can also categorize texts.
AI-Fi
Our second AI, the forecasting engine.
AI-fi – an open-batch prototyping module. For now, combining emotional data (based on Catherine the Machine’s emotions) from mentions shared on social media with market prices of a given asset allows AI-fi to find correlation and predict the rate.
Open ended, modular, ready for any market, language, or country.
SentiBot Results
CryptoPulse BTCUSDT Strategy ’23 results
Senti-Bot in January 2024
With the arrival of January, another year of our Senti-Bot adventure in the cryptocurrency market began. We are excited to share with you the results of our tool, which achieved more than 6 times...
Senti-Bot in December and all of 2023
December marked the end of the first year of our Senti-Bot tool's presence in the cryptocurrency market. In December alone, the bot's net profit increased by 16 percentage points compared to...
FAQ
For customers
How long does it take to connect a bot to an exchange account?
Once the keys are delivered to us, the whole process should happen the same day. It depends on the time you send us the keys and the number of orders.
What information can I find in the bot's preview panel?
Can I track Senti-Bot operations directly in my Binance account?
Yes, you will find even more information there than in our preview! 🙂
Here are instructions on where and how to use the Senti-Bot preview, right in your Binance account:
Web browser version
Mobile version
How do I manage my subscription?
Just log in into Your Sentibot account using e-mail address as “User”.
If You don’t remember password click on link “Lost password” behind “Submit” button.
How do I know the bot is in action?
Why don't I see a new operation for an "extended" period of time?
How do I change to a different strategy?
Can I manually issue orders on my account at the same time?
Can the bot play with part of the funds and I can trade the remaining amount myself?
Basic informations
Which exchange?
We recommend and use Binance exchange. It is the largest exchange. As such, we believe it is also the most stable and secure. At the same time, it offers some of the best, if not the best transaction commissions.
If you don’t already have an account, create one using our recommendation.
Why Bitcoin investments?
Among the thousands of cryptocurrencies, tokens, NFTs, etc., Bitcoin is the only finite product in this cryptocurrency world. It has been continuously used for countless transactions since January 2009. At the same time, it is the currency with the largest capitalization and thus the most stable behavior in the cryptocurrency market. If you seriously invest in anything in crypto, in our opinion, it is Bitcoin.
How do we use emotions to forecast currency exchange rates?
Emotions have been a so far unexplored potential in behavioral finance. Until the research conducted among our scientists – linguists, psychologists and neuroscientists. We are probably the only company in the world that can measure emotions with as much accuracy as the average statistical human being.
For those who want to explore the topic more deeply, we discuss this in great detail in the following presentation – you are welcome.
How does the bot make decisions?
In a nutshell, the scheme is as follows:
- The bot reads all mentions made in a predetermined few hours for BTC. Sometimes this is as high as 20,000 mentions per hour.
- The bot checks a certain amount of recent stock market data.
- Our heart, Catherine The Machine reads emotions from the mentions.
- Our reason, AI-Fi predicts the average price for the next hour based on alternative data (emotions from mentions) and financial data (stock market data).
- The predicted price is converted into a specific buy or sell signal, considering the position currently taken by the bot (stable / crypto). Many parameters must be met for the bot to perform the operation.
Are my funds safe after connecting the bot?
For example, the bot cannot withdraw funds, transfer to another account, use currencies other than those indicated, perform Spot trading operations etc.
Will you be offering more currencies or financial instruments in the future?
We already offer predictive signals for 15 more cryptocurrencies at this point. For now, they are available via API.
Why Binance?
Minimal amount of funds
Binance specifies that the minimum amount of funds in the futures account for operations to be executed is 0.001 BTC or USDT equivalent.
We recommend a minimum amount of 0.002 BTC (or USDT equivalent) due to significant changes in the price of BTC.
Lack of enough funds will result in no transactions – our bot will issue orders, but they will not be executed by the Binance exchange.
Are my funds safe after connecting the bot?
The Exchange allows you to give appropriate permissions to the account key user. In the instructions you will receive from us, we show you which options you should check so that the bot can perform only the necessary operations on your account.
For example, the bot cannot withdraw funds, transfer to another account, use currencies other than those indicated, perform Spot trading operations etc.
Technical informations
How to connect your bot?
It’s easy.
- We connect to your account through API keys.
- You receive from us a preview of the bot’s trades with results and its history.
- You get full support from us, both at the start and during the use of the bot.
Does the bot use leverage?
No. We have not activated the lever at this point. The profits made by the bot seem very solid to us and we do not want to increase the risk of the operation at this point. Safety above all.
Strategies
How does the bot make decisions?
In a nutshell, the scheme is as follows:
- The bot reads all mentions made in a predetermined few hours for BTC. Sometimes this is as high as 20,000 mentions per hour.
- The bot checks a certain amount of recent stock market data.
- From the mentions are emotions read.
- A machine learning model, trained on historical data for several years, predicts the average price for the next hour based on alternative data (emotion from mentions) and financial data (stock market data).
- The predicted price is converted into a specific buy or sell signal, taking into account the position currently taken by the bot (stable / crypto). A number of parameters must be met for the bot to perform the operation.
Does the bot play for both increases and decreases (long / short)?
Yes!
In the case of longs, the situation is obvious – the bot, assuming the growth of BTC, buys it in order to sell it the moment it receives an advance signal of trend reversal.
If, on the other hand, the bot assumes that the price of BTC will fall and at the same time holds BTC, it will sell it, buying it back at the next opportunity at a lower price. In this way, the bot makes a typical short transaction, without the participation of the exchange as a paid intermediary for this type of operation. The effect is the same, but with the additional commission saved on the short.
Don't analyze every bot operation. Let it do its job!
Currently, the bot decides every hour about the next operation, based on the predicted future price of BTC and the historical OHLC values (open, high, low, and close).
BUT
- not every prediction is hit. We have a high efficiency of the average closing price, but there are still missed predictions. It is not always emotion that decides the price, there are times when the market reacts to specific events rather than general sentiment.
- moreover, we predict the AVERAGE closing price. There is still a long way from this value to the issued signal on the market (with a specific value and at a specific time). There, too, something can go wrong.
- not always the operation issued by the bot (BUY_ORDER or SELL_ORDER) will be realized on the market (there will be a buyer or seller on the other side of the market),
- not always the increase or decrease in value is in accordance with the bot’s minimum assumptions.
THEREFORE
it is a good idea not to look at the bot every now and then and wonder why it made such a decision and not another. After all, I would have done it much better! In most cases, you wouldn’t. Backward analysis is always effective;), but in a particular situation you know even less than the bot because:
you haven’t analyzed thousands of tweets in the last hour for market sentiment,
- you don’t have a clear strategy for when to enter and when to exit a position,
- you are driven by your personal emotion, it’s your money after all!
- emotions in the market are a bad advisor.
Run the bot and take a look once in a while. Even if the bot lost, see if it lost more than the BTC itself. And if it gained, enjoy it. And let it do its job.
Check our Sentibot!
You can use 3 flexible plans for invest with Sentibot!