While the product side is still in the process of refinement, the channel side has quietly reaped the first wave of benefits from AI toys

In the current AI toy industry, whether in coffee shops or in the meeting rooms of investment institutions, the same question is repeatedly raised: “Where is the breakthrough point for AI toys? When will a phenomenon-level hit like Pokémon GO emerge?” The questioners often have an anxious anticipation, their gazes fixed firmly on the product end, eager to catch the signal of the “first correct answer” – perhaps a disruptive technological breakthrough, perhaps a overnight-famous brand, or perhaps a frenzy of financing.

However, if we shift our observation lens from the spotlighted product end and quietly move it to the more silent and pragmatic corner behind the stage, you will see a completely different reality: The first wave of benefits from AI toys has actually already begun. It did not emerge in a spectacular blockbuster form, but rather spread quietly and firmly in the distribution channels. For most people who are still obsessed with perfecting “the perfect product”, this signal is easily overlooked, but it is precisely the key variable that determines the future industry landscape.

I. The blind spot in the red sea： When everyone is making products， the opportunity has quietly shifted

The current industry ecosystem presents a strange scene： Thousands of entrepreneurs are buried in laboratories and meeting rooms，working day and night to refine product prototypes， optimize interaction experiences， and iterate large model algorithms. Everyone is trying to solve that “first correct answer”， as if only when the product is perfect， the market will automatically open up. This effort is undoubtedly important， but it conceals a harsh business truth： When all resources are pouring into one port， the real opportunity often has already shifted.

In today’s AI toy industry， it is in a typical “product form has not converged” stage. What is not converged？ It is that everyone is still debating whether it should be plush， metal， or purely software； still exploring whether users need a chat companion or an educational assistant. In this highly uncertain environment， it is almost impossible to create a decisive gap through “product differences” in the short term. Because no matter how exquisite you make it， essentially， you are still within the “trial and error” category.

But at the same time， another more crucial variable is heating up rapidly： Who will be the first to deliver this immature product to users？ This matter is never decided by the product department， but by the channel department. When the product end is still struggling in the mire， the channel end has already smelled the scent of money.

II. The intuition of the channel： The person closest to the transaction knows “what will sell”

Many people underestimate channel partners， especially those dealers and retailers who have been struggling on the front lines for many years. In the consumer goods industry， there is an extremely cold and realistic logic： The channel is the person closest to the transaction. They do not care how touching your PPT is， nor do they care about how magnificent your technical parameters are. What they face every day is the naked truth： the real reaction of users， the real conversion rate of the product， and the real competitive situation on the shelves.

Therefore， the standard for judging an emerging category is extremely simple and straightforward – can it sell？ This is why， in many industries， the real trend signals never appear on the headlines of tech media， but first appear at the selection fairs in Yiwu， the stalls in Shenzhen’s Huaqiangbei， and the purchasing offices of major supermarkets.

If you are sensitive enough， you will notice some subtle but highly directional changes are happening： Some offline channels that were initially skeptical about AI toys are now re-examining this category， vacating shelf space； Some agents with a large distribution network are starting to actively contact those start-up teams whose technologies are not yet fully mature； Even on e-commerce platforms, the search weight and recommendation positions are quietly tilting towards relevant keywords. These actions often occur silently, but they collectively point to one fact: The channels are pre-arranging for “things that might sell”, and they are preparing for an upcoming rainfall by repairing the roofs in advance.

III. Counterintuitive Truth: The More Uncertain the Product, the More Valuable the Channel Window

This might be counterintuitive, but it is a fundamental law of business: When a product is not yet finalized, it is precisely the most scarce and valuable time for the channel window.

Most people’s logic is: Once my product is refined to perfection, the channels will naturally open their doors to me. But the real situation is that once the model of a product is verified by the market and becomes a bestseller, the price of the entry ticket for the channels will instantly soar. At that time, you will face three dilemmas: High-quality channel positions have already been occupied by the pioneers, the bargaining chips of the channel merchants have sharply increased, and the acquisition cost for new entrants will be so high as to be hopelessly frustrating. In other words, the explosion of the product often means the end of the channel dividend.

Therefore, in the AI toy industry, the first wave of those who can truly make a fortune are often not the technical geniuses who polish their products to perfection, but those who seize the key channel positions in advance. They may still be iterating their products, but they have already been building relationships, occupying positions, and establishing networks. They are not betting on the current perfection, but on the future trend. Once the product model is proven, they can instantly scale up and enjoy the “winning by default” dividend.

IV. Shift in Competitive Focus: From “Function” to “Reach”

Looking back over the past two years, the competition in the AI toy industry has mainly focused on the “function” level: Who has a larger model? Who has more natural voice? Who has more smooth interaction? But as the supply chain matures and the capabilities of large models converge, these “function” differences are rapidly leveling out and no longer constitute a core barrier.

The competitive focus has naturally shifted: From “what you can do” to “who can see you”. Behind this is a profound change in the underlying attributes of the entire industry – AI toys are transforming from “technical products” to “consumer products”. Once entering the logic of consumer goods, the most core variables are no longer technology, but channels, distribution capabilities, and reach efficiency. A product with slightly inferior technology but can be distributed across ten thousand pharmacies across the country has a much higher probability of commercial success than a product with top-notch technology but can only be bought in exclusive boutiques.

V. Distribution of Bonuses: Who Will Get the First Crab?

If we broaden our perspective, we will find that this round of channel benefits will not be evenly distributed among all participants. The ones who are most likely to obtain the first batch of results are probably the following three types of people:

       Firstly, the “holders” who have made early preparations for the channels. They may have a deep understanding of the fact that the technology is not yet mature, but they have a great strategic vision. They are not eager for quick success, but instead patiently do one thing: build relationships, occupy positions, and establish networks. They understand that channel resources are limited, and the one who takes the lead will have an advantage. Once the product is established, they can leverage the existing network to achieve exponential growth.

       Secondly, the “operators” who understand the “product × channel” linkage. They do not view the product in isolation, but think from the very first day: Which channels is this thing suitable for? Is it a high-end mall or a lower-income market? Is it online live streaming or offline experience? How to package it to attract attention? How to design the sales pitch to promote sales? Essentially, what they do is “marketable products”, rather than just “realizable products”.

       Finally, the “old hands” with experience in consumer products. They know that for consumer products, “selling out” is only the first step of a long journey. The subsequent supply chain management, inventory turnover, and after-sales service are what determine life and death. They will not be deceived by the aura of technology and always adhere to the iron law of “cash flow is king”.

VI. Conclusion: Awakening of Methodology

When the industry moves from the “can we do it” Stone Age, to the “how to do it” Agricultural Age, and then to the “how to sell it” Industrial Age, a new topic has emerged before all practitioners: Do we need a reusable and iterative implementation methodology? Otherwise, each team will be trying and making mistakes alone in the dark, incurring huge costs.

This is why, recently, more and more rational practitioners have begun to shift their focus from the simple “product development” to understanding the entire “commercial loop”. They realize that in the long race of AI toys, technology is just the ticket, the product is the infrastructure, and the channel is the expressway leading to the finish line. When the channel end has quietly taken action, are we ready on the product end?