Artificial Intelligence Models for Stock Market Prediction and Analysis

Artificial intelligence trading software has remained effective, with the optimal AI

trading systems such as Tickeron and Trade Ideas providing stock bots with transparent trade

the leaders within software are Tickeron and Trade Ideas. The trade ideas software has

automated AI trading Bots and a proven track record, while Tickeron provides about 34 AI

stock trading systems plus numerous hedge fund-style AI model portfolios, with audited track

records (Enfroy). Moreover, the rules-based AI and the day trading bots within stock

assessment software are become universal. Nevertheless, deep learning and machine learning

software are still in their initial stages. Therefore, the paper explores various AI stock trading

software, incorporating their key features, with their pros and cons.

One of the AI-based software used in stock trading is the Trade Ideas, TI, which is a

powerful intra-day stock scanner plus a ton of different pre-formatters built-in scans that

offers the active intra-day traders with myriad opportunities (Cameron). Further, TI is a

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simulated cases to mainly drive the trading recommendations (Brown). Though TI platform

can be considered as intimidating when first encountered by novel users, it progressively

becomes significant tool that is crucial in the stock market forecast. Since its introduction in

2002, TI has developed and has been reinvented to become perceived as one of the optimal

stock marker scanners. Also, the platform has two main pricing approaches besides the free

restricted option, which is launched through the website and essentially allow access to its

live curated workplace and moderated trading chatroom with between 15- and 20-minutes

This attribute makes it more convenient for the investors to directly pull up charts on the

platform, instead of applying a distinct charting platform to assess the candidates (Dave).

Also, the users can add price alerts on the designated charts. Despite TI’s numerous

advantages, its main drawback is that it is only supported by US and Canadian markets.

Another AI-based softer is the Black Box Stock, which is a stock and options scanner

that applies real-time algorithms, advanced social media parameters, and an inclusive

assortment of tools to predict stock market prices and values (Jason). Further, its main

fundamental attribute is convenience since it displays everything on a single screen, as well

as all the legal work of consistently monitoring 13000 stocks, and provides options severally

on its servers. The software offers a powerful platform with various unique functionalities

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for over 8 000 stocks and includes up to 90 000 options contracts (Zelvis). However, its main

feature is linked to the software being a stock screener, since it fuses market information with

enhanced AI algorithms. Also, the screener employs certain technologies perfected by the

HFTs, high-frequency traders, on the wall street (Dave). Thus, it emphasizes on the most

essential scanning functionalities and offers a substantial set of pre-defined scanning logics

alongside different filters to aid in finding the optimal stock to trade (Dan). Additionally, the

platform offers features such as top ten gainers, volatility indicators, real-time news, alert