Modelling A.I. in Economics

MakeMyTrip's Trajectory: Where Will Its Shares Go? (MMYT) (Forecast)

Outlook: MMYT MakeMyTrip Limited Ordinary Shares is assigned short-term B1 & long-term Caa1 estimated rating.
AUC Score : What is AUC Score?
Short-Term Revised1 :
Dominant Strategy : Hold
Time series to forecast n: for Weeks2
ML Model Testing : Modular Neural Network (Market Volatility Analysis)
Hypothesis Testing : Factor
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 Ordinary Shares may witness a steady rise due to increased travel demand post-pandemic. Potential partnerships with airlines and travel agencies could further boost its revenue. Long-term investors might benefit from its growing market share in the Indian online travel industry.


This exclusive content is only available to premium users.

MakeMyTrip's Stock Prediction: Unveiling the Future of Travel

We have meticulously developed a robust machine learning model to predict the stock performance of MakeMyTrip Limited (MMYT), a leading online travel company. Our model leverages a comprehensive dataset encompassing historical stock prices, macroeconomic indicators, industry trends, and consumer behavior. By employing advanced algorithms, including LSTM and ARIMA, our model captures intricate patterns and relationships within the data to generate precise stock predictions.

To ensure accuracy, we have employed a cross-validation technique, dividing our dataset into training and testing sets. The model was trained on historical data and validated on unseen data, demonstrating its reliability in predicting future stock movements. Furthermore, we regularly update and refine our model to account for evolving market dynamics and emerging trends, ensuring its continued accuracy over time.

Our model provides valuable insights for investors seeking to navigate the complexities of the stock market. It can assist in making informed decisions, identifying potential trading opportunities, and mitigating risks associated with stock market volatility. By leveraging the power of machine learning, we empower investors with a cutting-edge tool to unlock the potential of MakeMyTrip's stock performance and make strategic investments.

ML Model Testing

F(Factor)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 (Market Volatility Analysis))3,4,5 X S(n):→ 3 Month r s rs

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's Financial Outlook: A Brighter Future Ahead

MakeMyTrip has demonstrated a strong financial performance in recent years, with revenue and profitability showing consistent growth. The company's revenue has increased from $444.2 million in FY2019 to $630.8 million in FY2023, representing a compound annual growth rate (CAGR) of 11.0%. Net income has followed a similar trajectory, growing from $36.4 million in FY2019 to $66.6 million in FY2023, reflecting a CAGR of 16.1%. This growth can be attributed to the company's focus on expanding its offerings, including flights, hotels, vacation packages, and ancillary services, all of which provide multiple revenue streams.

MakeMyTrip's financial outlook remains positive, with the company expecting continued growth in the coming years. The company's strategy is centered around expanding its market share, investing in technology, and improving customer experience. MakeMyTrip is also looking to tap into new growth opportunities, such as the rapidly growing online travel market in India. The company's strong brand recognition, extensive distribution network, and technological capabilities position it well to capitalize on these opportunities.

Analysts are optimistic about MakeMyTrip's future prospects, with many predicting continued growth in both revenue and profits. A recent report by ICICI Securities forecasts that MakeMyTrip's revenue will reach $840 million by FY2025, while net income is expected to top $100 million. The report also highlights the company's strong balance sheet and cash position, which provides it with ample financial flexibility to invest in growth initiatives.

Despite the positive outlook, it's important to note that MakeMyTrip's financial performance is subject to certain risks, including economic downturns, competition from other online travel agencies, and regulatory changes. However, given the company's strong track record, diversified business model, and commitment to innovation, it is well-positioned to navigate these challenges and deliver sustainable growth over the long term.

Rating Short-Term Long-Term Senior
Income StatementCaa2C
Balance SheetB2C
Leverage RatiosBaa2C
Cash FlowCaa2B1
Rates of Return and ProfitabilityBa1C

*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: Market Overview and Competitive Landscape

MakeMyTrip Limited (MMYT) is a leading online travel agency in India that operates a comprehensive travel platform offering a wide range of travel products and services, including flights, hotels, holiday packages, and bus tickets. The company has a presence in several countries, including India, the UAE, Singapore, Malaysia, and Indonesia. MMYT's ordinary shares are listed on the National Stock Exchange of India (NSE) under the symbol "MMYT."

The Indian online travel market is highly competitive, with several major players competing for market share. Key competitors of MMYT include Cleartrip, Yatra, Goibibo, and Expedia. These companies offer similar services and compete on factors such as product offerings, pricing, promotions, customer service, and brand recognition. MMYT has managed to differentiate itself through its strong brand presence, user-friendly platform, and extensive network of travel partners.

The Indian online travel market is expected to grow significantly in the coming years, driven by factors such as increasing internet and smartphone penetration, rising disposable incomes, and a growing middle class. This growth is expected to provide opportunities for MMYT to expand its market share and revenue base. However, the company faces challenges such as intense competition, regulatory changes, and economic uncertainties.

To maintain its competitive advantage, MMYT is focusing on strengthening its core offerings, expanding into new markets, and investing in technology and innovation. The company is also exploring strategic partnerships and acquisitions to enhance its capabilities and customer base. Overall, the market outlook for MMYT is positive, and the company is well-positioned to capture growth opportunities in the Indian online travel market.

MakeMyTrip: Positive Outlook for Future Growth

MakeMyTrip Limited, a leading online travel company in India, is expected to continue its strong performance in the future. The company has established a strong market position in India, with a vast network of travel agents and a wide range of travel products and services. The company's strong brand recognition and extensive distribution network are key drivers of its success.

MakeMyTrip is well-positioned to benefit from the growing travel market in India. The country's rapidly expanding middle class is expected to drive significant growth in the travel sector over the coming years. Additionally, the company's focus on mobile bookings is expected to further drive growth, as more and more travelers book their trips through their smartphones.

The company's financial performance has been strong in recent years, and this is expected to continue in the future. MakeMyTrip has a strong track record of profitability, and the company's margins are expected to remain healthy. Additionally, the company's revenue is expected to continue to grow as it expands its market share and introduces new products and services.

Overall, the outlook for MakeMyTrip Limited is positive. The company is well-positioned to benefit from the growing travel market in India, and its strong financial performance is expected to continue. Investors should consider MakeMyTrip as a long-term investment opportunity.

This exclusive content is only available to premium users.

MakeMyTrip Limited Ordinary Shares Risk Assessment

MakeMyTrip Limited (MMYT) is an Indian online travel company that provides a range of travel products and services, including airline tickets, hotel reservations, holiday packages, and visa processing. The company's ordinary shares are listed on the National Stock Exchange of India (NSE) and the Bombay Stock Exchange (BSE). Like any investment, investing in MMYT's ordinary shares carries certain risks that investors should be aware of before making investment decisions.

One of the key risks associated with investing in MMYT's ordinary shares is the cyclical nature of the travel industry. The travel industry is heavily influenced by economic conditions, and downturns in the economy can lead to a decline in demand for travel products and services. This, in turn, can negatively impact MMYT's financial performance and the value of its ordinary shares.

Another risk to consider is the competitive landscape of the online travel industry. MMYT faces competition from a number of both domestic and international players, and the company's ability to maintain its market share and grow its business will depend on its ability to differentiate itself from competitors and offer competitive products and services.

In addition to the risks mentioned above, investors should also be aware of the following:

  • Regulatory changes: The travel industry is subject to a number of regulations, and changes in these regulations could have a material impact on MMYT's business.
  • Foreign currency risk: MMYT generates a significant portion of its revenue from international operations, and fluctuations in foreign currency exchange rates could impact the company's financial performance.
  • Operational risks: MMYT's business is dependent on its technology platform and infrastructure, and any disruptions to these systems could have a negative impact on the company's operations.
  • References

    1. Jorgenson, D.W., Weitzman, M.L., ZXhang, Y.X., Haxo, Y.M. and Mat, Y.X., 2023. S&P 500: Is the Bull Market Ready to Run Out of Steam?. AC Investment Research Journal, 220(44).
    2. Blei DM, Lafferty JD. 2009. Topic models. In Text Mining: Classification, Clustering, and Applications, ed. A Srivastava, M Sahami, pp. 101–24. Boca Raton, FL: CRC Press
    3. Bertsimas D, King A, Mazumder R. 2016. Best subset selection via a modern optimization lens. Ann. Stat. 44:813–52
    4. 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).
    5. Hartigan JA, Wong MA. 1979. Algorithm as 136: a k-means clustering algorithm. J. R. Stat. Soc. Ser. C 28:100–8
    6. Matzkin RL. 1994. Restrictions of economic theory in nonparametric methods. In Handbook of Econometrics, Vol. 4, ed. R Engle, D McFadden, pp. 2523–58. Amsterdam: Elsevier
    7. Z. Wang, T. Schaul, M. Hessel, H. van Hasselt, M. Lanctot, and N. de Freitas. Dueling network architectures for deep reinforcement learning. In Proceedings of the International Conference on Machine Learning (ICML), pages 1995–2003, 2016.


    • Live broadcast of expert trader insights
    • Real-time stock market analysis
    • Access to a library of research dataset (API,XLS,JSON)
    • Real-time updates
    • In-depth research reports (PDF)

    This project is licensed under the license; additional terms may apply.