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Home»Supply AI»Can AI-powered demand forecasting help fight viral cravings?
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Can AI-powered demand forecasting help fight viral cravings?

December 12, 2025005 Mins Read
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Angel hair chocolate

Angel hair chocolate is the latest viral sensation.

getty

Have you ever wondered how a TikTok trend, Dubai Chocolatecould it shake up the global pistachio market? This viral craze did just that, highlighting the shortage of pistachios. And now with Angel hair chocolate becoming the next confectionery craze, let’s see how a smart supply chain strategy can turn viral cravings into sweet profits.

Prices for pistachios have risen from $17 to nearly $23 per kilogram in recent months, according to industry resorts. What started as a niche product, Dubai chocolate became a global sensation after a TikTok video posted went viral, with over 120 million views.

As the world’s second largest producer of pistachios, the United States has experienced a reduced harvest. However, Turkey, a key player in the global pistachio market, recorded the largest ever harvest, leading to a 9.1% increase in global production of pistachios. Iran, a major exporter, responded by increasing its exports of pistachios to the United Arab Emirates. 40% in 6 months.

ForbesHow Dubai’s chocolate sensation is creating supply chain tensionBy Oyku Ilgar | Paid program

Major chocolate makers have launched their pistachio confections, but face similar supply chain challenges as they compete for limited raw materials.

But now we have a new Internet sensation Angel Hair Chocolate. And with the surge in cocoa prices (up 90% since the start of this year), the rise of the new Angel Hair Chocolate the trend actually makes perfect sense.

Let’s unveil the reason behind this and examine how smart supply chain moves can turn chaos into appreciable profit.

Angel hair chocolate as a gesture of genius

Imagine a heavenly white chocolate bar filled with delicate, melty cotton candy strands, also known as “angel hair,” with subtle fruity notes inside. It seems magical, doesn’t it?

Here’s the twist: White chocolate is chocolate made from cocoa butter, sugar, and milk solids, while the main component of the hair treat it contains is purely sugar. This means that the main component of the chocolate bar is sugar, butter and syrups rather than cocoa. This is a brilliant move in how the industry is adapting to shortages and continuing to get people excited.

Can Does AI-Driven Demand Forecasting Help Fight Viral Cravings?

Social media is not only a marketing tool, but also an excellent real-time barometer for understanding and predicting changing consumer tastes. Unlike conventional methods which rely solely on past sales, AI-driven demand forecasting can help businesses by using machine learning algorithms to detect viral trends and changes in sentiment.

If you are intrigued by how AI is reshaping supply chains and want to explore its critical role in improving efficiency and sustainability, we invite you to read our full article “The importance of AI in supply chain and operations.”

Imagine a chocolate manufacturer leveraging predictive analytics to predict consumer tastes by scanning social media for emerging flavor trends for spiced or fruit-infused chocolate. It can then suggest recipe adjustments that reduce reliance on rare cocoa by blending sustainable alternative ingredients without compromising taste or texture. This means that supply chains must anticipate not only which products will be in demand, but also when and in what quantity, allowing for more accurate inventory and production planning.

Another innovative use of AI would be to integrate satellite data on cocoa farm conditions and predictive analytics on crop yields. Companies can now anticipate raw materials and perform predictive analytics on crop yields and predict raw material shortages months in advance. This creates the flexibility to adjust purchasing, production schedules and inventory avoiding costly overstocks or stock-outs, helping supply chains reduce risk, improve customer satisfaction and optimize resource allocation overall. supply chain ecosystem.

This becomes a win-win situation for companies innovating with alternative ingredients, consumers seeking new trending options, and supply chains that can better align their inventory and production with changing market signals.

Finding the right balance between costs and resilience

The real winners in today’s market are the companies that can influence and deliver what customers want, when they want it. Because catching trends at the perfect time is like holding Willy Wonka’s golden ticket. But with consumer demand changing rapidly amid persistent shortages, alongside rising tariffs and regulations that squeeze margins, businesses face the daunting challenge of finding the right balance between stay resilient and manage costs effectively.

“The answer to the question of cost versus resilience lies somewhere in between, with one sometimes taking priority over the other, but both are always on the minds of supply chain leaders. » Remarks Richard Howells, vice president of supply chain management, SAP.

To strike the right balance, companies are adopting strategies that align supply chain performance with overall business objectives, improving agility through geographic diversification and offshoring, and carefully considering regulatory and tax impacts when restructuring operations. A critical part of this process is integrating technology systems and data analysis helps create a more cohesive and responsive supply chain.

And by leveraging scenario planning and AI-driven insights, while recognizing that “AI alone is not enough,” organizations can balance cost management and adaptability, turning disruption into opportunities in volatile markets. And successful businesses are those that embrace complexity, constantly adjust and innovate to find the right balance between efficiency and adaptability.

If you are intrigued by how AI is reshaping supply chains and want to explore its critical role in improving efficiency and sustainability, we invite you to read our full article “The importance of AI in supply chain and operations.”

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