More Than Exposing Chicken Feet and Medical Beauty Chaos, "315" Is Really About Curing the "Information Asymmetry Harvest"

Question AI · Why focus on the root causes of information asymmetry exploitation this year on March 15?

From dining tables to AI, the underlying logic of exploitation has never changed

Youshu · Digital Economy Studio Original

Author | Uncle You

As a finance blogger who has long followed consumer and business sectors, I watched the entire 315 Gala this year. My biggest feeling wasn’t shock or anger, but a sense of lamentation that hits the core — this year’s 315 didn’t focus solely on product quality failures, but instead targeted a common type of business: the “information asymmetry” exploitation schemes.

From the food on our tables every day, to medical aesthetic procedures costing tens of thousands, to the hottest AI trend today, all the scandals exposed reveal the same fundamental logic: leveraging consumers’ “lack of knowledge” to sell cheap products at sky-high prices, packaging risky illegal goods as “black tech,” and turning transparent, equal consumption into a precise “I know you don’t know” harvesting game.

From dining tables to AI, information asymmetry is pervasive across the entire industry

Let’s start with the food sector closest to our daily lives. Here, information asymmetry hides behind every unseen “black box.”

This year’s 315 exposed three major issues: industrial double-oxygen water soaking chicken feet, pre-made dishes disguised as freshly cooked, and frozen seafood weighed down with ice to increase weight. Essentially, they all follow the same approach: locking the transparent food safety information inside kitchens and factories consumers can’t access or see.

The clean, crispy chicken feet you buy for ten-something at a braised food shop, you can’t see it soaking in industrial peroxide, nor can you distinguish with the naked eye between compliant additives and illegal hazardous chemicals, only trusting the “fresh and additive-free” claims.

The farmhouse stir-fry you order for 38 yuan at a restaurant, you don’t see the kitchen isn’t staffed with a real chef, just reheated pre-made dishes costing three yuan per pack. You pay for the labor and premium ingredients, but end up eating a highly compressed industrial product.

The frozen hairtail and prawns you buy at the supermarket for dozens of yuan, you don’t see that 70% of the weight is ice, nor can you tell if the bright appearance is achieved with illegal preservatives, ending up with a lot of ice water and chemicals sold at seafood prices.

The core reason these businesses can operate isn’t product quality, but the exploitation of an unresolvable information gap: ordinary consumers can’t test every bite in a lab, nor can they see the full process behind the kitchen door. Businesses leverage this “impossible to supervise fully” information barrier to massively cut costs, inflate prices, and even force compliant businesses into a “bad money drives out good” dilemma.

Looking at the medical aesthetic sector, the information asymmetry here is an almost insurmountable “professional barrier” for ordinary people.

This year’s 315 highlighted the chaos of unregulated exosome-based medical aesthetics, pushing this exploitation logic to the extreme: cheap, unclear liquids costing a few yuan per vial are packaged as “stem cell black tech” or “anti-aging miracle,” sold to consumers for thousands or even tens of thousands of yuan per shot, backed by a complete five-level distribution system that turns the “information gap” into a layered profit chain.

For ordinary consumers, medical aesthetics is a completely unfamiliar, highly professional field: they can’t tell what’s compliant or fake, can’t understand doctors’ qualifications, and can’t distinguish between legitimate procedures and illegal ones; they don’t know whether so-called “black tech” is clinically validated or just marketing hype.

Many low-cost marketing tricks, like 99 yuan double eyelid surgery, tell you during the procedure that “your eye condition has risks, you need to pay more for upgrades,” leaving you unable to tell truth from false, only being led by the nose.

The core of exploitation in the medical aesthetic industry is the extreme play of “professional information asymmetry,” and the cost isn’t just money lost — many unregulated products and illegal practices can cause irreversible physical harm.

What’s most surprising this year is that 315 for the first time focused on the information gap chaos in the AI sector.

From “poisoning” large AI models and false products optimized by algorithms, to “AI lobster farming courses” costing thousands of yuan, AI — the hottest trend now — has become a new major area of information asymmetry exploitation.

Many believe AI is neutral and authoritative; the recommended products and answers from large models are trustworthy. But you don’t know what the recommendation logic is, whether the top results are truly high-quality content or malicious “poisoned” ads, or fake promotions from knockoff brands.

The “lobster farming” craze also spawned massive information gaps: free tutorials online are packaged as “3999 yuan AI wealth secrets,” sold to ordinary people unfamiliar with technology; tokens costing pennies are marketed as “unlimited traffic exclusive models,” charging multiple times or even ten times the actual cost.

The most frightening aspect of AI’s information asymmetry is that it exploits people’s “cyclical technological anxiety,” making everyone pay for their “cognitive gaps” out of fear of being eliminated.

Why does March 15 focus on “information asymmetry” businesses?

Here’s the core question: why this year does the 315 Gala target all these “information asymmetry” businesses? In my view, it’s not just about exposing scandals but reflects a turning point in consumer environment, industry development, and regulatory logic.

First, consumers’ pain points have shifted from “does it exist” to “is it real.”

Over a decade ago, 315 mainly exposed counterfeit and substandard products, addressing the fundamental question of “can I use or eat this.” Now, consumers are willing to pay for quality, service, technology, and experience. Their biggest fear isn’t high prices but paying for fake, inferior, or misrepresented goods.

These businesses that profit from information asymmetry directly undermine the core trust of the market — when you pay for fresh food, but get pre-made dishes; pay for high-tech medical aesthetics, but get unregulated products; pay for AI recommendations, but buy knockoffs, consumer confidence erodes bit by bit. Focusing on these businesses on 315 is essentially about safeguarding the trust foundation of the consumer market.

Second, these information asymmetry businesses have formed a complete industry chain, eroding the healthy development of the entire sector.

Today’s exploitation isn’t small workshops but a full closed loop from production, packaging, marketing to distribution. In the food sector, illegal additives come from specialized upstream suppliers, processed by small workshops, distributed downstream; in medical aesthetics, unregulated products are made by OEM factories, promoted by influencers, and marked up by clinics; in AI, dedicated teams package courses, run traffic campaigns, craft scripts, layer by layer harvesting profits. This complete industry chain causes “bad money drives out good,” making compliant companies with higher costs and thinner margins less competitive, dragging down overall industry reputation and growth. Regulation aims to dismantle this gray industry chain and create space for compliant businesses.

Third, regulatory logic has shifted from “post-event crackdown” to “pre-emptive root cause intervention.” In previous years, 315 mainly exposed specific problematic products or companies — a “reactive” approach. This year’s focus on “information asymmetry” hits the root of all consumer chaos.

Whether food, medical aesthetics, or AI, all exploitation and chaos stem from opaque, unequal information between businesses and consumers. 315 revealing this core logic not only helps consumers avoid pitfalls but also sends a message to businesses: relying on consumers’ ignorance for profit is unsustainable. The business bottom line must be transparency, fairness, and integrity.

Finally, the emerging sector’s information gap exploitation has reached a point where clear boundaries are necessary. Especially in the fast-evolving AI field, rapid technological development widens the gap in understanding between ordinary people and practitioners, creating more room for exploitation. Without early boundary-setting and cracking down on gray areas, the entire sector risks falling into a “quick money, churning out chives” atmosphere, stifling genuine innovation and quality. The 315 focus on AI chaos this year is essentially about setting clear red lines: technology can innovate, but not at the expense of exploiting ordinary people through information asymmetry.

Breaking the fear of information gaps, becoming a conscious consumer

The biggest lesson from this year’s 315 isn’t a long list of pitfalls to avoid, but rather to break our fear and blind trust in “information gaps.”

Whether at the dining table, in aesthetic clinics, or in the hot AI trend, all exploitation begins with “I don’t understand, so I believe.”

When faced with unfamiliar technology, incomprehensible business models, or dazzling marketing, we shouldn’t blindly follow to avoid “being eliminated,” nor should we anxiously pay just because “everyone else is doing it.”

Remember this simple business logic: all trustworthy consumption is transparent, fair, and verifiable; all businesses that emphasize “black tech,” “secret techniques,” or “others don’t understand” should be approached with caution.

For example, when buying food, pay attention to the openness of the kitchen and product traceability; for medical aesthetic procedures, verify product qualifications and doctor licenses, refuse tricks like “upselling during surgery”; for AI paid services, start with free tutorials to understand the basics before deciding whether to pay.

The essence of business is value exchange, not exploiting information gaps. The purpose of 315 isn’t just annual exposure but ensuring every consumer can shop in a transparent, fair environment; and every business understands that only by maintaining integrity and transparency can they sustain long-term growth.

What pitfalls have you encountered from this year’s 315 exposure?