MENU
Go to the list of all blogs
published in Blogs
Jul 23, 2024

Profit Surge: Trader Robot Nets for $TSM in the Past Week

In the ever-evolving landscape of financial markets, Artificial Intelligence (AI) trading robots have emerged as potent tools for investors seeking an edge. The recent performance of the AI trading robots accessible through "Swing Trader, Popular Stocks: Short Bias Strategy (TA&FA)" has caught the attention of market participants. Notably, these bots generated an impressive +10.22% gain in a week, with a focus on trading TSM (Taiwan Semiconductor Manufacturing Company).

Technical Analysis: Aroon Indicator Signals Bullish Momentum:

The Aroon Indicator, a technical tool designed to identify trends, played a pivotal role in the recent success of the AI trading bots. On January 09, 2024, TSM's Aroon Indicator triggered a bullish signal, as detected by Tickeron's A.I.dvisor. The green AroonUp line soared above 70, while the red AroonDown line remained below 30. This pattern suggests a potential bullish move, prompting traders to consider buying the stock or call options.

A.I.dvisor's historical analysis of 280 similar instances revealed that in 206 cases, stocks moved higher in the days following such Aroon Indicator patterns, indicating a 74% probability of a positive price movement.

Earnings Report: TSM Beats Estimates:

The latest earnings report on January 18 showcased TSM's robust financial performance. Earnings per share stood at $1.44, surpassing the estimated $1.38. With 15.49 million shares outstanding, TSM's current market capitalization is an impressive $470.58 billion.

Market Capitalization Comparison:

Putting TSM's market cap into perspective within the Semiconductors Industry, where it operates, the average market capitalization is $31.22 billion. TSM stands out with its substantial valuation, yet it falls short of the industry's pinnacle, currently held by NVDA at $1.12 trillion. On the other end of the spectrum, CYBL holds the title of the lowest-valued company with a market cap of $13.43 thousand.

Price Movement Insights:

Analyzing price dynamics across the Semiconductors Industry provides additional context. The average weekly, monthly, and quarterly price growth across all stocks in the industry stood at 3%, 1%, and 2%, respectively. EMKR distinguished itself with a remarkable 29% weekly price growth, while ODII experienced a notable -33% decline during the same period.

Volume Dynamics:

Understanding volume trends is crucial for market participants. Across all Semiconductors Industry stocks, the average weekly volume growth was -5%. However, the monthly and quarterly metrics tell a different story, with average volume growth standing at 103% and 44%, respectively. These fluctuations underscore the importance of monitoring volume dynamics for a comprehensive trading strategy.

Summary:

The success of the AI trading robots in the context of TSM's recent performance and the broader Semiconductors Industry illuminates the growing influence of technology in shaping market outcomes. As investors navigate this landscape, combining technical analysis tools like the Aroon Indicator with a holistic understanding of market dynamics becomes imperative for informed decision-making.

Related Ticker: TSM

TSM in upward trend: 10-day moving average crossed above 50-day moving average on September 08, 2025

The 10-day moving average for TSM crossed bullishly above the 50-day moving average on September 08, 2025. This indicates that the trend has shifted higher and could be considered a buy signal. In of 14 past instances when the 10-day crossed above the 50-day, the stock continued to move higher over the following month. The odds of a continued upward trend are .

Price Prediction Chart

Technical Analysis (Indicators)

Bullish Trend Analysis

The Momentum Indicator moved above the 0 level on September 04, 2025. You may want to consider a long position or call options on TSM as a result. In of 80 past instances where the momentum indicator moved above 0, the stock continued to climb. The odds of a continued upward trend are .

The Moving Average Convergence Divergence (MACD) for TSM just turned positive on September 05, 2025. Looking at past instances where TSM's MACD turned positive, the stock continued to rise in of 43 cases over the following month. The odds of a continued upward trend are .

TSM moved above its 50-day moving average on September 05, 2025 date and that indicates a change from a downward trend to an upward trend.

Following a 3-day Advance, the price is estimated to grow further. Considering data from situations where TSM advanced for three days, in of 312 cases, the price rose further within the following month. The odds of a continued upward trend are .

The Aroon Indicator entered an Uptrend today. In of 256 cases where TSM Aroon's Indicator entered an Uptrend, the price rose further within the following month. The odds of a continued Uptrend are .

Bearish Trend Analysis

The RSI Indicator demonstrates that the ticker has stayed in the overbought zone for 3 days. The longer the ticker stays in the overbought zone, the sooner a price pull-back is expected.

The Stochastic Oscillator has been in the overbought zone for 2 days. Expect a price pull-back in the near future.

Following a 3-day decline, the stock is projected to fall further. Considering past instances where TSM declined for three days, the price rose further in of 62 cases within the following month. The odds of a continued downward trend are .

TSM broke above its upper Bollinger Band on September 08, 2025. This could be a sign that the stock is set to drop as the stock moves back below the upper band and toward the middle band. You may want to consider selling the stock or exploring put options.

The Tickeron Profit vs. Risk Rating rating for this company is (best 1 - 100 worst), indicating low risk on high returns. The average Profit vs. Risk Rating rating for the industry is 78, placing this stock better than average.

The Tickeron Valuation Rating of (best 1 - 100 worst) indicates that the company is slightly undervalued in the industry. This rating compares market capitalization estimated by our proprietary formula with the current market capitalization. This rating is based on the following metrics, as compared to industry averages: P/B Ratio (10.091) is normal, around the industry mean (11.695). P/E Ratio (31.512) is within average values for comparable stocks, (74.826). Projected Growth (PEG Ratio) (1.529) is also within normal values, averaging (1.773). Dividend Yield (0.010) settles around the average of (0.021) among similar stocks. P/S Ratio (13.587) is also within normal values, averaging (32.602).

The Tickeron SMR rating for this company is (best 1 - 100 worst), indicating very strong sales and a profitable business model. SMR (Sales, Margin, Return on Equity) rating is based on comparative analysis of weighted Sales, Income Margin and Return on Equity values compared against S&P 500 index constituents. The weighted SMR value is a proprietary formula developed by Tickeron and represents an overall profitability measure for a stock.

The Tickeron Price Growth Rating for this company is (best 1 - 100 worst), indicating steady price growth. TSM’s price grows at a higher rate over the last 12 months as compared to S&P 500 index constituents.

The Tickeron PE Growth Rating for this company is (best 1 - 100 worst), pointing to average earnings growth. The PE Growth rating is based on a comparative analysis of stock PE ratio increase over the last 12 months compared against S&P 500 index constituents.

The Tickeron Seasonality Score of (best 1 - 100 worst) indicates that the company is significantly overvalued in the industry. The Tickeron Seasonality score describes the variance of predictable price changes around the same period every calendar year. These changes can be tied to a specific month, quarter, holiday or vacation period, as well as a meteorological or growing season.

Notable companies

The most notable companies in this group are NVIDIA Corp (NASDAQ:NVDA), Broadcom Inc. (NASDAQ:AVGO), Taiwan Semiconductor Manufacturing Company Ltd (NYSE:TSM), Advanced Micro Devices (NASDAQ:AMD), Micron Technology (NASDAQ:MU), QUALCOMM (NASDAQ:QCOM), Intel Corp (NASDAQ:INTC), Texas Instruments (NASDAQ:TXN), Analog Devices (NASDAQ:ADI), Marvell Technology (NASDAQ:MRVL).

Industry description

The semiconductor industry manufacturers all chip-related products, including research and development. These chips are used in innumerable electronic devices, including computers, cell phones, smartphones, and GPSs. Intel Corporation, NVIDIA Corp., and Broadcomm are some of the prominent players in this industry. Semiconductor companies usually tend to do well during periods of healthy economic growth, thereby inducing further research and development in the industry – which in turn augurs well for productivity and growth in the economy. In the near future, demand for semiconductor products (and possibly innovation within the segment) should only expand further, with the proliferation of 5G, autonomous vehicles, IoT, and various AI-driven electronics set to herald a new, advanced chapter in the technology-driven world as we know it. With burgeoning prospects comes great competition. In 2015, SIA estimated that U.S. semiconductor industry ranks as the second most competitive U.S. industry out of 2882 U.S. industries designated manufacturers by the U.S. Census Bureau.

Market Cap

The average market capitalization across the Semiconductors Industry is 100.57B. The market cap for tickers in the group ranges from 13.43K to 4.57T. NVDA holds the highest valuation in this group at 4.57T. The lowest valued company is CYBL at 13.43K.

High and low price notable news

The average weekly price growth across all stocks in the Semiconductors Industry was 25%. For the same Industry, the average monthly price growth was 34%, and the average quarterly price growth was 84%. WOLF experienced the highest price growth at 1,914%, while ARRXF experienced the biggest fall at -11%.

Volume

The average weekly volume growth across all stocks in the Semiconductors Industry was -28%. For the same stocks of the Industry, the average monthly volume growth was 25% and the average quarterly volume growth was -55%

Fundamental Analysis Ratings

The average fundamental analysis ratings, where 1 is best and 100 is worst, are as follows

Valuation Rating: 52
P/E Growth Rating: 49
Price Growth Rating: 44
SMR Rating: 81
Profit Risk Rating: 77
Seasonality Score: 33 (-100 ... +100)
View a ticker or compare two or three
TSM
Daily Signalchanged days ago
Gain/Loss if bought
Show more...
Interact to see
Advertisement
A.I.Advisor
published price charts
These past five trading days, the stock lost 0.00% with an average daily volume of 0 shares traded.The stock tracked a drawdown of 0% for this period. TSM showed earnings on July 17, 2025. You can read more about the earnings report here.
A.I. Advisor
published General Information

General Information

a manufacturer of integrated circuits, silicon wafers, diodes and related semiconductor components

Industry Semiconductors

Profile
Fundamentals
Details
Industry
Semiconductors
Address
No. 8, Li-Hsin Road 6
Phone
+886 35636688
Employees
61777
Web
https://www.tsmc.com
Interact to see
Advertisement