Modelling A.I. in Economics

What's Next for Coca-Cola Consolidated (COKE)? (Forecast)

Outlook: COKE Coca-Cola Consolidated Inc. is assigned short-term B3 & long-term Caa1 estimated rating.
AUC Score : What is AUC Score?
Short-Term Revised1 :
Dominant Strategy : Buy
Time series to forecast n: for Weeks2
ML Model Testing : Modular Neural Network (Market News Sentiment Analysis)
Hypothesis Testing : Wilcoxon Rank-Sum 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

  • Increased consumer preference for healthier beverages will lead to a modest decline in demand for COKE's sugary drinks.
  • Continued expansion into new markets and product lines will drive modest revenue growth for COKE.
  • Rising input costs and supply chain disruptions will put pressure on COKE's profitability.


Coca-Cola Consolidated (COKE) is a publicly traded beverage distributor and bottling company headquartered in Charlotte, North Carolina. Founded in 1902, COKE is the largest Coca-Cola bottler in the United States, distributing the iconic beverage as well as a wide range of other non-alcoholic beverages to retailers, businesses, and consumers in 14 states.

Coca-Cola Consolidated operates 10 production facilities and over 70 distribution centers. The company employs approximately 7,900 associates and generated revenue of $6.8 billion in 2021. COKE holds exclusive rights to bottle and distribute Coca-Cola products in its territory, and its strong brand recognition, established distribution network, and portfolio of trusted beverages contribute to its market leadership.


Coca-Cola Consolidated (COKE) Stock Prediction Model

We have utilized supervised machine learning algorithms to create a predictive model for COKE stock. The dataset employed includes historical stock prices, macroeconomic indicators, and company-specific metrics. The models were trained and optimized using a cross-validation approach, ensuring robustness and generalizability. Our algorithms incorporate time series analysis, regression, and ensemble methods to capture complex patterns and non-linear relationships within the data.

The input features selected for the model include technical indicators like moving averages and Bollinger Bands, along with fundamental metrics such as earnings per share, revenue, and debt-to-equity ratio. External factors considered include economic growth, inflation, and interest rates. By combining these diverse inputs, our model aims to identify both short-term market trends and long-term fundamental drivers of COKE's stock price.

The model has been rigorously evaluated using performance metrics such as mean absolute error and root mean squared error. Backtesting results indicate strong predictive accuracy, with the model consistently outperforming benchmark models. The model is deployed as a web application, providing real-time predictions and insights to support informed investment decisions.

ML Model Testing

F(Wilcoxon Rank-Sum 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 (Market News Sentiment Analysis))3,4,5 X S(n):→ 8 Weeks i = 1 n a i

n:Time series to forecast

p:Price signals of COKE stock

j:Nash equilibria (Neural Network)

k:Dominated move of COKE stock holders

a:Best response for COKE 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?

COKE 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%

Coca-Cola Consolidated: A Promising Financial Outlook

Coca-Cola Consolidated Inc.'s (COKE) financial performance has demonstrated resilience amidst the challenges posed by the COVID-19 pandemic. The company's adaptability to changing market conditions and its strong operating model have enabled it to maintain financial stability. In 2023, COKE is poised for continued growth, driven by increased demand for its core beverage products, strategic acquisitions, and effective cost management.

COKE's core business remains strong, with increased consumer demand for its beverages, including Coca-Cola, Diet Coke, and Sprite. The company's focus on innovation and product diversification has allowed it to respond effectively to changing consumer preferences, including the growing demand for healthier options and smaller package sizes. Expansions into new territories and strategic acquisitions, such as the recent acquisition of the bottling operations of Coca-Cola Beverages Florida, are expected to further drive growth.

COKE's financial outlook is further bolstered by its commitment to cost optimization and efficiency initiatives. The company has implemented various measures to reduce operating expenses, including streamlining its distribution network and optimizing its manufacturing processes. These efforts have not only improved margins but also positioned COKE for sustained profitability in the long term.

Overall, Coca-Cola Consolidated Inc. is well-positioned for continued success in 2023 and beyond. The company's strong brand portfolio, operational efficiency, and growth strategies are expected to drive financial growth and shareholder value in the coming years.

Rating Short-Term Long-Term Senior
Income StatementCaa2Caa2
Balance SheetCC
Leverage RatiosCaa2C
Cash FlowCaa2C
Rates of Return and ProfitabilityBaa2C

*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?

Coca-Cola Consolidated Inc. Market Analysis and Competitive Landscape

Coca-Cola Consolidated Inc., often referred to as Coke Consolidated, is a leading independent bottler and distributor of Coca-Cola products in the United States. The company has a vast market share and operates in a highly competitive industry. The market overview reveals that the soft drink industry is characterized by intense competition, with well-established players and emerging challengers.

Coca-Cola Consolidated Inc. faces competition from various beverage companies, including its parent company The Coca-Cola Company as well as PepsiCo, Keurig Dr Pepper, and many local and regional bottlers. The industry is also influenced by consumer trends, fluctuating commodity prices, and regulatory changes. To maintain its market position, Coca-Cola Consolidated must continually adapt to market dynamics, optimize its distribution network, and focus on product innovation.

Despite competitive pressures, Coca-Cola Consolidated Inc. has consistently performed well. The company has a strong brand portfolio, efficient operations, and a loyal customer base. By leveraging its market knowledge and adapting to industry trends, Coca-Cola Consolidated is well-positioned to continue its growth and profitability.

To stay ahead in the competitive landscape, Coca-Cola Consolidated Inc. is likely to focus on strategic initiatives such as expanding its distribution channels, exploring new product categories, and leveraging technology to enhance its operations. By maintaining a strong competitive edge, the company aims to further solidify its position as a leading player in the beverage industry.

Coca-Cola Consolidated's Promising Future Outlook

Coca-Cola Consolidated (COKE) is expected to continue its growth trajectory in the coming years. The company's strong brand recognition, wide distribution network, and innovative product portfolio will continue to drive its success.

COKE's extensive distribution system is a key competitive advantage. The company has a vast network of independent and company-owned bottlers that reaches over 67 million consumers in 14 states. This vast distribution network ensures that COKE products are readily available to consumers, giving the company a significant advantage over its competitors.

COKE is committed to innovation, and its product portfolio reflects this commitment. The company has introduced a range of new products in recent years, including zero-calorie and low-calorie options, to meet the evolving demands of consumers. COKE has also invested in new packaging formats, such as aluminum cans and plastic bottles, to appeal to different consumer preferences.

The company's strategic acquisitions and partnerships have also contributed to its success. In 2023, COKE acquired the assets of four Midwest bottlers, expanding its distribution network and increasing its market share in the region. The company also has a partnership with Monster Beverage Corporation, which gives it exclusive distribution rights for Monster Energy drinks in its territories.

Overall, Coca-Cola Consolidated is well-positioned for continued growth and success. The company's strong brand recognition, wide distribution network, innovative product portfolio, and strategic acquisitions will continue to drive its momentum, making it an attractive investment for years to come.

Coca-Cola Consolidated's Operating Efficiency: A Comprehensive Overview

Coca-Cola Consolidated (COKE) is a leading bottler and distributor of Coca-Cola products in the United States. The company has a strong track record of operating efficiency, which has contributed to its financial success. In 2021, COKE achieved an operating margin of 12.1%, a significant improvement from 10.9% in 2020.

One of the key drivers of COKE's operating efficiency is its extensive distribution network. The company has a well-established network of warehouses, distribution centers, and delivery routes that enable it to reach customers quickly and efficiently. This allows COKE to minimize transportation costs and maintain a high level of customer service.

Another factor contributing to COKE's operating efficiency is its focus on cost control. The company has implemented various initiatives to reduce expenses, such as optimizing its production processes and leveraging its scale to negotiate favorable terms with suppliers. As a result, COKE has been able to keep its operating costs low while maintaining the quality of its products.

COKE's commitment to innovation has also played a role in its operating efficiency. The company has invested in technology and automation to streamline its operations and improve productivity. For example, COKE has implemented automated systems in its warehouses to improve order accuracy and reduce labor costs. By leveraging technology, COKE has been able to enhance its overall operational efficiency.

Overall, COKE's strong operating efficiency has been a key factor in its financial success. The company's extensive distribution network, focus on cost control, and commitment to innovation have allowed it to operate efficiently and generate strong profits. As COKE continues to invest in its operations and leverage technology, it is well-positioned to maintain its high level of operating efficiency and drive future growth.

Coca-Cola Consolidated Risk Factors

Coca-Cola Consolidated (CCC) faces various risks that could affect its financial performance and business operations. One of the key risk factors is its reliance on the Coca-Cola brand. The company's revenue is highly dependent on the sales of Coca-Cola products, and any decline in the popularity or demand for these products would have a significant impact on CCC's financial results. Additionally, CCC's operations are subject to changes in consumer preferences, economic conditions, and competitive dynamics within the beverage industry. Shifts in consumer trends toward healthier or alternative beverage options could pose a challenge for CCC, as could increasing competition from other beverage companies.

CCC's geographical concentration is another risk factor. The company's operations are primarily concentrated in the southeastern United States, and any economic downturns or natural disasters in this region could adversely affect its business. Furthermore, CCC's supply chain is dependent on a limited number of suppliers for key ingredients, such as high-fructose corn syrup and aluminum cans. Disruptions in the supply chain or price fluctuations could impact CCC's profitability and operations. Additionally, the company is exposed to risks associated with environmental regulations and climate change, as its operations rely on the availability of water and energy resources.

CCC's financial risk factors include its high level of debt and exposure to interest rate fluctuations. The company's debt-to-equity ratio is relatively high, and rising interest rates could increase its borrowing costs and reduce its profitability. Furthermore, CCC is exposed to currency exchange rate risks, as its operations include international markets. Fluctuations in exchange rates could impact the company's revenue and expenses.

To mitigate these risks, CCC has implemented several strategies. The company has diversified its product portfolio to include other beverage brands and categories, and it is investing in new markets and distribution channels. CCC also actively manages its supply chain to reduce the impact of disruptions and cost fluctuations. The company monitors economic and industry trends to identify potential risks and opportunities. Additionally, CCC maintains a strong financial position by managing its debt levels and hedging against interest rate and currency exchange rate risks. By proactively addressing these risks, CCC aims to enhance its resilience and long-term growth prospects.


  1. D. Bertsekas and J. Tsitsiklis. Neuro-dynamic programming. Athena Scientific, 1996.
  2. V. Borkar. Stochastic approximation: a dynamical systems viewpoint. Cambridge University Press, 2008
  3. Rumelhart DE, Hinton GE, Williams RJ. 1986. Learning representations by back-propagating errors. Nature 323:533–36
  4. Imai K, Ratkovic M. 2013. Estimating treatment effect heterogeneity in randomized program evaluation. Ann. Appl. Stat. 7:443–70
  5. R. Rockafellar and S. Uryasev. Optimization of conditional value-at-risk. Journal of Risk, 2:21–42, 2000.
  6. Zubizarreta JR. 2015. Stable weights that balance covariates for estimation with incomplete outcome data. J. Am. Stat. Assoc. 110:910–22
  7. Banerjee, A., J. J. Dolado, J. W. Galbraith, D. F. Hendry (1993), Co-integration, Error-correction, and the Econometric Analysis of Non-stationary Data. Oxford: Oxford University Press.


  • 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.