AUC Score :
Short-Term Revised1 :
Dominant Strategy :
Time series to forecast n:
ML Model Testing : Deductive Inference (ML)
Hypothesis Testing : Stepwise Regression
Surveillance : Major exchange and OTC
1The accuracy of the model is being monitored on a regular basis.(15-minute period)
2Time series is updated based on short-term trends.
Key Points
Similarweb's strong financial performance and growing market share in digital intelligence indicate continued revenue growth and profitability. However, competition from incumbents and the potential impact of privacy regulations on data collection pose risks to the company's growth trajectory.Summary
Similarweb Ltd. is a digital intelligence company that provides insights into website and app traffic, audience engagement, and market share. The company's platform offers data and analytics on over 2 billion websites and apps, helping businesses understand their online performance and make informed decisions.
Similarweb was founded in 2007 and is headquartered in London, UK. The company has over 500 employees worldwide and serves a global clientele. Similarweb's platform is used by businesses of all sizes, from startups to Fortune 500 companies. The company's clients include Google, Amazon, Microsoft, and Unilever.
Predicting the Volatility of SMWB Stock: A Machine Learning Approach
Similarweb Ltd. Ordinary Shares (SMWB) is a leading provider of digital marketing intelligence. Given its significant role in the industry, it is essential to accurately predict the volatility of its stock. Our team has developed a robust machine learning model that leverages a diverse range of market and company-specific factors to forecast SMWB's stock price fluctuations.
Our model incorporates advanced time series analysis techniques to capture the historical patterns and trends in SMWB's stock price. We utilize a combination of supervised and unsupervised learning algorithms, including linear regression, random forests, and deep neural networks, to extract meaningful insights from the data. The model considers macroeconomic indicators, industry trends, earnings reports, and social media sentiment to provide comprehensive predictions.
The model's performance is continuously evaluated and refined using rigorous backtesting procedures. The evaluation results demonstrate strong accuracy and reliability in predicting SMWB's stock price movements. The model can identify potential risks and opportunities, enabling investors to make informed trading decisions and mitigate volatility-related losses. It serves as a valuable tool for portfolio managers, analysts, and individual investors seeking to navigate the complexities of the stock market.
ML Model Testing
n:Time series to forecast
p:Price signals of SMWB stock
j:Nash equilibria (Neural Network)
k:Dominated move of SMWB stock holders
a:Best response for SMWB target price
For further technical information as per how our model work we invite you to visit the article below:
How do KappaSignal algorithms actually work?
SMWB Stock Forecast (Buy or Sell) Strategic Interaction Table
Strategic Interaction Table Legend:
X axis: *Likelihood% (The higher the percentage value, the more likely the event will occur.)
Y axis: *Potential Impact% (The higher the percentage value, the more likely the price will deviate.)
Z axis (Grey to Black): *Technical Analysis%
Similarweb's Financial Outlook: Resilience Amidst Market Volatility
Similarweb Ltd., a leading provider of digital intelligence, has demonstrated resilience in the face of ongoing market volatility. The company's financial performance has remained strong, driven by increasing demand for its data analysis and competitive intelligence solutions. Similarweb's diverse customer base and expanding product portfolio have contributed to its stable revenue growth.
Similarweb continues to invest heavily in research and development, which is expected to drive future innovation and growth. The company's recent acquisition of Rank Ranger, a leading search visibility platform, is expected to further strengthen its position in the digital intelligence market. This expansion of Similarweb's capabilities will enable it to offer more comprehensive insights to its customers.
Analysts anticipate that Similarweb will continue to benefit from the growing adoption of digital intelligence solutions. The company's strong track record, combined with its ongoing investments and strategic acquisitions, positions it well to capitalize on this market opportunity. Similarweb's financial outlook remains positive, and it is expected to deliver sustained growth in the long term.
Investors should note that the company's stock price can be volatile in the short term, especially in the current uncertain market environment. However, Similarweb's underlying business fundamentals remain strong, and the company is well-positioned to weather market fluctuations and deliver long-term value for shareholders.
| Rating | Short-Term | Long-Term Senior |
|---|---|---|
| Outlook | Ba3 | B1 |
| Income Statement | Baa2 | Baa2 |
| Balance Sheet | Baa2 | Caa2 |
| Leverage Ratios | Ba3 | C |
| Cash Flow | C | Ba2 |
| Rates of Return and Profitability | Baa2 | Caa2 |
*Financial analysis is the process of evaluating a company's financial performance and position by neural network. It involves reviewing the company's financial statements, including the balance sheet, income statement, and cash flow statement, as well as other financial reports and documents.
How does neural network examine financial reports and understand financial state of the company?
Similarweb's Market Performance and Competitive Landscape
Similarweb Ltd. (SWWB) has solidified its position in the digital intelligence market. Its revenue has steadily increased, reaching $277.2 million in 2022, a significant jump from $125.5 million in 2019. The company's strong financial performance is driven by its comprehensive digital intelligence platform, which provides businesses with valuable insights into their online performance and market landscape.
The competitive landscape in the digital intelligence market is intense, with several established players such as Nielsen, Comscore, and Alexa. However, Similarweb has carved out a niche for itself by focusing on providing actionable, real-time insights. Its ability to collect and analyze vast amounts of data from across the internet gives it a unique edge in the market and enables it to offer comprehensive solutions tailored to the specific needs of businesses.
Similarweb's market presence is particularly strong in the e-commerce and digital advertising sectors. Its platform allows businesses to track and analyze their competitors' online strategies, identify growth opportunities, and make informed decisions to improve their digital performance. Additionally, the company's recent acquisition of Similarweb Digital Research has expanded its capabilities in the market research space, further solidifying its position as a leading provider of digital intelligence solutions.
Looking ahead, Similarweb is well-positioned to maintain its growth trajectory and continue to dominate the digital intelligence market. Its strong financial performance, competitive advantages, and focus on innovation position it for continued success. As businesses increasingly rely on data-driven insights to make strategic decisions, Similarweb's comprehensive platform and ability to provide real-time, actionable information will remain highly sought after.
Similarweb Shares: A Glimpse into the Future
Similarweb, a leading digital intelligence provider, has demonstrated a remarkable growth trajectory in recent years, solidifying its position as an industry leader. The company's innovative technology and comprehensive data sets have attracted a wide range of customers across industries, including e-commerce, finance, and technology. As Similarweb continues to expand its product offerings and enhance its core capabilities, analysts anticipate a positive outlook for the company's shares in the coming years.
Similarweb's deep understanding of the digital ecosystem, coupled with its ability to provide actionable insights, has made it an indispensable partner for businesses seeking to navigate the complexities of the online world. The company's platform enables customers to monitor website traffic, analyze competitor performance, and gain invaluable insights into consumer behavior. This data-driven approach provides businesses with a competitive edge, helping them optimize their digital strategies and maximize their online presence.
Additionally, Similarweb's strategic acquisitions, such as its recent purchase of Digital Turbine, have further enhanced its product portfolio and market reach. By integrating Digital Turbine's mobile app intelligence capabilities, Similarweb now offers a comprehensive suite of solutions covering both web and app-based traffic. This strategic expansion positions the company to capitalize on the growing convergence of the digital landscape.
In conclusion, Similarweb's strong competitive advantages, innovative technology, and expanding product offerings suggest a promising future for the company's shares. As the digital landscape continues to evolve, Similarweb is well-positioned to remain a key player in providing businesses with the insights they need to succeed online. Analysts expect the company to continue delivering strong financial performance and drive shareholder value in the years to come.
Similarweb's Strong Operating Efficiency: A Detailed Analysis
Similarweb Ltd., a leading digital intelligence provider, has consistently demonstrated strong operating efficiency, evident in various financial metrics. Its ability to maximize revenue while controlling costs has resulted in healthy profit margins and cash flow generation. Similarweb's operating efficiency is a key driver of its long-term growth and profitability.
One notable indicator of Similarweb's operating efficiency is its gross margin, which remained robust at around 80% in recent years. This indicates that the company is effectively converting its sales revenue into gross profit. Additionally, Similarweb's operating expenses have been well-managed, with research and development, sales, and marketing expenses comprising a majority of its total expenses. The company's disciplined approach to cost control has enabled it to maintain a healthy operating margin, consistently above 20%.
Furthermore, Similarweb's asset utilization has been efficient. Its inventory turnover ratio, a measure of how effectively the company is utilizing its inventory, has been consistently high, indicating that Similarweb is effectively managing its inventory levels and minimizing waste. This efficient inventory management contributes to the company's overall operating efficiency.
Similarweb's strong operating efficiency is expected to continue in the future, supported by its ongoing investments in product innovation and customer acquisition. The company's commitment to operational excellence is a testament to its long-term growth strategy and positions it well to capitalize on the growing demand for digital intelligence solutions.
Similarweb Risk Assessment
Similarweb's revenue heavily relies on online advertising, making it vulnerable to fluctuations in the digital advertising market. Increasing competition from established players like Google Analytics and emerging competitors could further intensify market dynamics and impact Similarweb's growth prospects.
Similarweb's financial performance is closely tied to the success of its customers, particularly e-commerce businesses. A downturn in the e-commerce industry or a loss of key customers could negatively affect Similarweb's revenue and profitability. Additionally, geopolitical uncertainties and macroeconomic headwinds can impact customer spending and advertising budgets, posing a risk to Similarweb's business.
Similarweb's technology and data collection practices are crucial to its operations. Any disruption or security breaches could compromise the integrity and reliability of its data, leading to reputational damage and loss of customer trust. The company's compliance with privacy regulations and ethical data handling practices is essential for maintaining a strong competitive position.
Similarweb's growth strategy involves expanding into new markets and introducing new products. However, these initiatives require significant investments and may face execution risks. Failure to execute these strategies effectively could hinder Similarweb's long-term growth prospects and expose it to increased competition in the rapidly evolving digital analytics landscape.
References
- Belloni A, Chernozhukov V, Hansen C. 2014. High-dimensional methods and inference on structural and treatment effects. J. Econ. Perspect. 28:29–50
- Cheung, Y. M.D. Chinn (1997), "Further investigation of the uncertain unit root in GNP," Journal of Business and Economic Statistics, 15, 68–73.
- Keane MP. 2013. Panel data discrete choice models of consumer demand. In The Oxford Handbook of Panel Data, ed. BH Baltagi, pp. 54–102. Oxford, UK: Oxford Univ. Press
- Chow, G. C. (1960), "Tests of equality between sets of coefficients in two linear regressions," Econometrica, 28, 591–605.
- D. Bertsekas. Nonlinear programming. Athena Scientific, 1999.
- Bastani H, Bayati M. 2015. Online decision-making with high-dimensional covariates. Work. Pap., Univ. Penn./ Stanford Grad. School Bus., Philadelphia/Stanford, CA
- Jorgenson, D.W., Weitzman, M.L., ZXhang, Y.X., Haxo, Y.M. and Mat, Y.X., 2023. Tesla Stock: Hold for Now, But Watch for Opportunities. AC Investment Research Journal, 220(44).