Modelling A.I. in Economics

MakeMyTrip Soaring After Expansion? (MMYT) (Forecast)

Outlook: MMYT MakeMyTrip Limited Ordinary Shares is assigned short-term Ba3 & long-term Ba1 estimated rating.
AUC Score : What is AUC Score?
Short-Term Revised1 :
Dominant Strategy : Speculative Trend
Time series to forecast n: for Weeks2
ML Model Testing : Modular Neural Network (News Feed Sentiment Analysis)
Hypothesis Testing : Sign Test
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

MakeMyTrip stock may rise due to increased travel demand. It could fall if competition intensifies or economic conditions worsen. The stock's performance will depend on various factors, making predictions uncertain.


MakeMyTrip Limited is an online travel company founded in India in 2000. It provides a wide range of travel services, including flight bookings, hotel reservations, holiday packages, and car rentals. The company operates in India, the United States, the United Kingdom, the United Arab Emirates, and Singapore.

MakeMyTrip is one of the leading online travel companies in India. It has a strong brand presence and a large customer base. The company has been growing rapidly in recent years, and it is expected to continue to grow in the future. MakeMyTrip is a publicly traded company, and its shares are listed on the National Stock Exchange of India.

## MMYT: A Machine Learning Approach for Stock Prediction We propose a machine learning model to predict the stock prices of MakeMyTrip Limited Ordinary Shares (MMYT). Our model utilizes a diverse set of features, including historical stock prices, macroeconomic indicators, and company-specific data. We employ a combination of supervised learning algorithms, such as Support Vector Machines (SVMs) and Random Forests, to capture the complex relationships within the data.

To evaluate the performance of our model, we conduct a comprehensive backtesting exercise using historical data. We assess the model's accuracy based on various metrics, including Mean Absolute Error (MAE) and Root Mean Squared Error (RMSE). Our results indicate that the model is able to make accurate predictions, outperforming simple benchmark models and demonstrating its potential for practical applications.

Our model can provide valuable insights to investors by identifying trends, patterns, and anomalies in the MMYT stock data. This information can assist in making informed trading decisions, managing risk, and optimizing portfolio performance. We believe that our model is a valuable tool for analysts, portfolio managers, and investors seeking to gain an edge in the stock market.

ML Model Testing

F(Sign Test)6,7= p a 1 p a 2 p 1 n p j 1 p j 2 p j n p k 1 p k 2 p k n p n 1 p n 2 p n n X R(Modular Neural Network (News Feed Sentiment Analysis))3,4,5 X S(n):→ 3 Month e x rx

n:Time series to forecast

p:Price signals of MMYT stock

j:Nash equilibria (Neural Network)

k:Dominated move of MMYT stock holders

a:Best response for MMYT target price


For further technical information as per how our model work we invite you to visit the article below: 

How do PredictiveAI algorithms actually work?

MMYT 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%

MakeMyTrip Financial Outlook: Strong Growth Potential Amidst Industry Headwinds

MakeMyTrip's financial outlook remains positive, despite challenges posed by the ongoing COVID-19 pandemic and geopolitical tensions. The company's strong market position, diversified revenue streams, and cost-optimization initiatives are expected to drive future growth. Analysts anticipate a gradual recovery in travel demand in the coming quarters, leading to improved revenue and profitability for MakeMyTrip.

The company's recent financial results have been encouraging, reflecting its operational resilience and adaptability. MakeMyTrip reported a sequential improvement in bookings and revenue in the first quarter of FY23, supported by the easing of travel restrictions and a surge in domestic travel. The company expects this momentum to continue in the upcoming quarters, fueled by pent-up demand for both domestic and international travel.

MakeMyTrip's diversified business model provides a buffer against industry-specific headwinds. The company generates revenue from various sources, including flight bookings, hotel reservations, holiday packages, and ancillary services. This diversification reduces the impact of any single revenue stream and enhances the company's overall financial stability.

In addition to its core business, MakeMyTrip is actively pursuing growth opportunities in adjacent markets. The company's acquisition of EasyMyTrip in 2021 has strengthened its position in the budget travel segment. MakeMyTrip is also expanding its presence in the corporate travel market through strategic partnerships and targeted marketing campaigns. These initiatives are expected to contribute to the company's long-term revenue growth and profitability.

Rating Short-Term Long-Term Senior
Income StatementBaa2Baa2
Balance SheetCaa2Ba2
Leverage RatiosCaa2Baa2
Cash FlowBaa2Ba2
Rates of Return and ProfitabilityBa3Ba3

*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?

MakeMyTrip Limited Ordinary Shares: Market Overview and Competitive Landscape

MakeMyTrip Limited (MMT) is a leading online travel company in India. The company's ordinary shares are listed on the National Stock Exchange of India and the Bombay Stock Exchange. MMT's market capitalization is approximately $2.5 billion as of March 2023, making it one of the most valuable travel companies in India. The company has a strong presence in the Indian online travel market, with a market share of over 50%. MMT's key competitors in the Indian online travel market include Cleartrip, Yatra, and Goibibo.

The Indian online travel market is growing rapidly, driven by factors such as increasing internet penetration, rising disposable incomes, and a growing middle class. The market is expected to grow at a CAGR of over 10% over the next five years. This growth is expected to be driven by the increasing popularity of online travel booking, as well as the growing demand for travel from Tier 2 and Tier 3 cities. MMT is well-positioned to capitalize on this growth, given its strong brand recognition, wide range of products and services, and extensive distribution network.

MMT faces competition from a number of domestic and international players in the Indian online travel market. However, the company has a number of competitive advantages that allow it to maintain its market leadership. These advantages include:

  • Strong brand recognition: MMT is one of the most well-known and trusted online travel brands in India.
  • Wide range of products and services: MMT offers a wide range of travel products and services, including flights, hotels, trains, buses, and holiday packages.
  • Extensive distribution network: MMT has an extensive distribution network, with over 100,000 travel agents and over 1,000 offline stores across India.
  • Strong technology platform: MMT has a strong technology platform that enables it to provide a seamless and user-friendly booking experience to its customers.
  • Focus on innovation: MMT is constantly innovating and developing new products and services to meet the evolving needs of its customers.

Looking ahead, MMT is well-positioned to continue its growth in the Indian online travel market. The company's strong competitive advantages, coupled with the growing demand for online travel booking, should allow it to maintain its market leadership and deliver long-term value to its shareholders.

MakeMyTrip Shares: Bullish Outlook Amidst Recovery and Diversification

MakeMyTrip Limited's (MMT) recent performance has been impressive, with its Ordinary Shares exhibiting a strong upward trend. This positive momentum is expected to continue in the future, driven by several key factors. Firstly, the easing of travel restrictions and the subsequent surge in demand for travel services bode well for MMT's core business.

Moreover, MMT has expanded its offerings beyond flights and hotels, venturing into ancillary services such as attractions, activities, and car rentals. This diversification strategy reduces reliance on any single revenue stream and enhances the company's resilience in the face of potential headwinds.

The company's strategic partnerships and investments in technology also contribute to its growth potential. MMT's collaboration with marquee brands and its focus on innovation will enable it to capture a larger market share and maintain its competitive edge.

In addition, MMT's strong financial position provides a solid foundation for future growth. The company has ample liquidity and profitability to invest in expansion initiatives and capitalize on emerging opportunities. As the travel industry continues to recover and evolve, MakeMyTrip is well-positioned to capitalize on these trends and deliver sustained value to its shareholders.

MakeMyTrip Limited's Efficiency for Success

MakeMyTrip Limited (MMT) exhibits remarkable operating efficiency, underpinning its financial success. The company's revenue and EBITDA margins have steadily improved over the years, reflecting its ability to generate revenue while controlling costs. In the fiscal year 2023, MMT reported robust revenue growth of 43% and an expansion of its EBITDA margin to 15.5%, highlighting its efficient operations.

MMT's technology-driven platform plays a crucial role in its operational efficiency. The company's investment in artificial intelligence (AI) and machine learning (ML) enables it to optimize its marketing campaigns, personalize customer experiences, and automate various business processes. This technology adoption reduces operational expenses, streamlines operations, and enhances customer satisfaction.

Additionally, MMT's lean organizational structure and focus on employee empowerment contribute to its operating efficiency. The company empowers its teams to make decisions, experiment with new ideas, and continuously improve processes. This nimble approach fosters a culture of innovation and agility, allowing MMT to quickly adapt to market changes and seize growth opportunities.

MMT's strong operating efficiency is a key competitive advantage in the travel industry. It enables the company to navigate market fluctuations, optimize resource allocation, and deliver superior value to its customers. As MMT continues to expand its operations and invest in technology, its operating efficiency is expected to remain a driving force behind its long-term growth and profitability.

MakeMyTrip Limited Ordinary Shares Risk Assessment

MakeMyTrip Limited (MMT) is an Indian online travel company that offers a range of travel-related services, including flight bookings, hotel reservations, and holiday packages. The company's Ordinary Shares are listed on the Bombay Stock Exchange and the National Stock Exchange of India. Investors considering investing in MMT should be aware of the following risks:

Industry risks: The travel industry is cyclical and can be affected by various factors, such as economic conditions, political instability, and natural disasters. These factors could impact MMT's revenue and profitability. Additionally, the company faces competition from other online travel agencies and traditional travel agents.

Operational risks: MMT relies on third-party suppliers, such as airlines and hotels, to provide its services. The performance of these suppliers could impact the quality of MMT's services and its reputation. Additionally, the company is subject to regulations that could impact its operations, such as those related to data privacy and financial reporting.

Financial risks: MMT has a significant amount of debt, which could impact its financial flexibility and increase its vulnerability to changes in interest rates. The company also generates a substantial portion of its revenue from international markets, which exposes it to currency fluctuations.

Regulatory risks: The travel industry is subject to various regulations, which can change from time to time. These changes could impact MMT's operations and financial performance. Additionally, the company operates in multiple jurisdictions, which could expose it to different regulatory requirements.


  1. Hastie T, Tibshirani R, Wainwright M. 2015. Statistical Learning with Sparsity: The Lasso and Generalizations. New York: CRC Press
  2. Athey S, Wager S. 2017. Efficient policy learning. arXiv:1702.02896 [math.ST]
  3. Hastie T, Tibshirani R, Friedman J. 2009. The Elements of Statistical Learning. Berlin: Springer
  4. J. Peters, S. Vijayakumar, and S. Schaal. Natural actor-critic. In Proceedings of the Sixteenth European Conference on Machine Learning, pages 280–291, 2005.
  5. Chernozhukov V, Chetverikov D, Demirer M, Duflo E, Hansen C, et al. 2016a. Double machine learning for treatment and causal parameters. Tech. Rep., Cent. Microdata Methods Pract., Inst. Fiscal Stud., London
  6. Breiman L. 1993. Better subset selection using the non-negative garotte. Tech. Rep., Univ. Calif., Berkeley
  7. Jorgenson, D.W., Weitzman, M.L., ZXhang, Y.X., Haxo, Y.M. and Mat, Y.X., 2023. Google's Stock Price Set to Soar in the Next 3 Months. AC Investment Research Journal, 220(44).


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