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The Lingguang App, launched under Ant Group's banner, achieved a remarkable feat by garnering 2 million downloads within just six days. In its inaugural month, users created over 12 million Flash Applications, marking a resounding success.

However, six months down the line, it failed to secure a top spot in the AI assistant rankings. Its monthly active users paled in comparison to those of its competitors, and its team leader was reassigned to bolster the sibling product, Afu.

With Alibaba's technological prowess, Ant Group's financial clout, and Alipay's expansive payment ecosystem—arguably the strongest hand in the AI race—how did Lingguang falter?

A Stunning Debut, Stalled Innovation

Lingguang's crowning glory was undoubtedly its "Flash Applications."

"Generate an interactive mini-program in just one sentence and 30 seconds." When unveiled in November 2025, this feature was truly revolutionary. Social media buzzed with people creating household budget apps, weight-loss trackers, sparking a nationwide app-building frenzy. Lingguang witnessed over 200,000 downloads on its debut day and surpassed the 2 million mark in six days.

Yet, the issue lies in the fact that Flash Applications were not Lingguang's brainchild but a consumer-end adaptation of Vibe Coding. Prior to Lingguang's release, platforms like Miaoda had already matured, even incorporating Agents capable of automatically invoking different large models. Lingguang's true innovation lay in democratizing what was once the exclusive domain of programmers, bringing it to the smartphones of ordinary users.

This innovation was commendable but stopped short of evolving further.

Post-launch, the core experience of Flash Applications saw minimal substantive enhancements. The generated apps remained confined within clear boundaries, logically simplistic, and functionally singular. Complex business logic? Unattainable. Multi-step processes? Unmanageable. External data integration? Out of the question. Apps created with Lingguang resembled building blocks—capable of constructing aesthetically pleasing structures but incapable of erecting a 30-story skyscraper.

Lingguang's feed was equally lackluster, offering no incentive to scroll further. A mishmash of mismatched mini-games and unnecessary apps failed to recommend content based on user interests. After scrolling through a couple, it became utterly tedious.

More fatally, competitors swiftly caught up. Software akin to Vibe Coding proliferated. Leading AI assistants, such as those from ByteDance, also bolstered their tool-making capabilities. Lingguang transitioned from being the "only choice" to "one among many," with its "one" being no better than the rest.

The first card in a strong hand: pioneering innovation. Lingguang made a stunning debut but failed to deliver a compelling follow-up.

Sitting on a Goldmine but Digging with a Spoon

If Flash Applications were Lingguang's "open card," then the Alipay ecosystem was its "hidden trump," and by far the biggest one.

Behind Lingguang stands Ant Group. What is Ant Group's core asset? Not the Bailing large model, not its tech team, but Alipay. With 1 billion users, a complete payment ecosystem, e-commerce guidance, lifestyle services, and financial insurance—it's one of China's most mature commercial ecosystems.

From the outset, the industry anticipated deep integration between Lingguang and Alipay: users creating a "travel planner" in Lingguang could seamlessly book flights and hotel deals through Alipay; a "budgeting app" could directly access Alipay's transaction records; a "fitness tracker" could link to Ant's sports insurance discounts. The complete ecosystem of "demand → tool → service → payment" was theoretically a flawless business model—not charging for AI conversations but generating transactions through AI-created apps.

However, in reality, Lingguang never truly bridged this gap.

Post-creation, Flash Applications remained trapped within the Lingguang platform, unable to be searched like mini-programs in the WeChat ecosystem, not listed on app stores, and their circulation was largely confined to Lingguang itself. Compared to genuine apps or web applications, Lingguang's creations lagged significantly in terms of completeness and professionalism.

They didn't integrate with Alipay payments, didn't connect to e-commerce guidance, didn't link to insurance services, and didn't utilize Ant's lifestyle service data. It was akin to opening a shovel store next to a goldmine but refusing to sell shovels.

Why the lack of integration? Possibly due to internal organizational barriers—Ant handles payments, Alibaba handles AI, and Lingguang was caught in between, belonging neither to Alipay's product system nor fully to Qianwen's tech stack. Or perhaps due to strategic hesitation—Lingguang was positioned as an "efficiency tool," but integrating with Alipay would transform it into a "lifestyle services gateway," blurring its original positioning. Whatever the reason, the outcome remained unchanged: the strongest trump card remained untouched.

The second card in a strong hand: the Alipay ecosystem. Lingguang sat on a goldmine but persisted in digging with a spoon.

Commercialization Dilemma: Cost Disasters and Monetization Woes

The high token demand of Flash Applications translated into substantial server costs for every generation. Had Lingguang achieved Qianwen-level user scale, the computational costs alone would have suffocated the operations team.

And what about the monetization path? It seemed nonexistent. Most Flash Applications were "disposable," lacking sustained traffic, rendering advertising and e-commerce guidance unfeasible. Enterprise services? Lingguang's Flash Applications had too low a complexity ceiling for SMEs to build business systems—a dead end.

Programmers behind Vibe Coding in production were backed by deep-pocketed enterprises. What about C-end users? Would they pay for a "calculator"? The crux of the issue was, even if they wanted to pay, the payment gateway wasn't integrated—a deadlock. Lingguang couldn't tap into C-end users' wallets.

Had Lingguang truly integrated with the Alipay ecosystem, monetization would have taken a different trajectory—not charging users for AI but facilitating natural transactions within AI-generated apps, with Alipay taking a commission. But this card was never played.

The third card in a strong hand: commercial ecosystem. Lingguang faced cost disasters on the expenditure side and a revenue vacuum on the income side, with the bridge between them never constructed.

Lingguang's Fate: Ant Group's AI Anxiety

Lingguang's predicament wasn't the result of a single misstep but a systemic strategic misalignment. It pioneered Flash Applications but failed to iterate continuously, allowing competitors to catch up or surpass it; it possessed the strongest Alipay ecosystem but never deeply integrated it, turning a trump card into a worthless one; Ant defined payments, Afu defined health, but Lingguang was still searching for its unique positioning.

Lingguang should have served as a bridge in Ant's ecosystem—connecting demand with Flash Applications and transactions with Alipay. But this bridge was never constructed. A strong hand played poorly not because the cards were bad but because each strong card was played in the wrong position.