All Content from Business Insider 09月26日 17:04
AI辅助编程工具流量下滑,行业面临挑战
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近期,巴克莱银行分析师指出,AI辅助编程(vibe coding)服务流量出现显著下滑。曾几何时,这类工具因能通过简单文本提示快速生成应用和网站而备受追捧,但如今部分领先服务如Lovable和Vercel的v0流量已大幅回落。这一趋势引发了对初创公司早期指数级增长可持续性的质疑,分析认为月度订阅用户可能快速流失,导致营收数据存疑。尽管如此,AI辅助编程工具仍处于实验阶段,对早期采用者有吸引力,但对于大众市场而言,实现最终的细节打磨仍是难点。

📈 **AI辅助编程工具流量下滑**:根据巴克莱银行的分析,近期包括Lovable和Vercel的v0在内的多家AI辅助编程服务出现了显著的流量下降。这与今年早些时候的火爆景象形成鲜明对比,表明AI驱动的快速应用开发模式可能正在经历增长放缓的阶段,引发了行业对增长可持续性的担忧。

💰 **营收模式面临考验**:AI辅助编程初创公司之前展示的快速年度经常性收入(ARR)增长,可能主要依赖于月度订阅用户。分析师指出,这些用户可能流失迅速,导致看似亮眼的财务数据存在不确定性。此外,部分服务因“推理巨鲸”消耗过大而不得不提高价格,这可能进一步影响用户增长。

🚀 **工具仍处实验阶段,用户粘性待提升**:AI辅助编程工具模糊了低代码和完全编码的界限,目前最受AI原生早期采用者的欢迎,他们利用这些工具快速构思原型。然而,当代码变得复杂时,用户往往会遇到瓶颈。对于大众市场用户而言,实现最终的完美细节打磨仍然是一个潜在的障碍,这也导致了较高的客户流失率,促使公司寻求更具粘性的产品功能。

Lovable CEO Anton Osika told Business Insider that a computer science degree hasn't become useless but its value has certainly shifted in the age of AI.

The AI-fueled vibe coding boom, in which anyone can create an app or website with a few text prompts, may already be losing steam.

New research from Barclays shows that traffic to some of the buzziest services, including Lovable and Vercel's v0, has slumped after peaking earlier this year.

Google Trends data analyzed by Barclays tells the same story: a summer surge followed by a slowdown.

A chart from Barclays research

The drop-off raises tough questions for startups that flaunted exponential annual recurring revenue growth just months ago. Analysts wrote that much of that revenue comes from month-to-month subscribers who may churn as quickly as they signed up, putting the durability of those flashy numbers in doubt.

"This waning traffic begs the question on whether app/site vibecoding has peaked out already or has just had a bit of a lull before interest ramps up," Barclays analysts wrote in a recent note to investors.

While these young companies have disclosed surging ARR, they could have "questionable economics," the analysts wrote, noting that sales gains like this could come from short-term subscribers who might not stick around. (ARR is a common industry metric that extrapolates monthly revenue streams into an annualized figure.)

A chart from Barclays research

Back in August, I warned you about "inference whales" messing with the business models of vibe coding services. Heavy users racked up huge costs, forcing some leading startups to raise prices and make other changes to avoid big losses.

Raising prices can dent user growth, that's for sure. The Barclays note highlighted recent traffic declines at several top vibe coding sites:

A chart from Barclays research

Eric Simons, CEO of Bolt.new, told me recently that vibe coding services are seeing higher customer churn and need to expand into stickier offerings.

Indeed, in August Bolt.new rolled out new features and an updated subscription aimed at keeping customers engaged for longer.

"This is the problem across all these companies right now. The churn rate for everyone is really high," Simons said. "You have to build a retentive business."

Don't write off vibe coding yet, though. The tools, which blur the line between drag-and-drop builders and full-on coding, are still in the experimental stage. They're most popular with AI-native early adopters, who use them to sketch out ideas but often hit a wall when the code gets messy. For mass-market users, that last 5% of polish remains a potential sticking point.

A chart from Barclays research

Legacy players still see potential. Wix bet on vibe coding to expand its market with its recent acquisition of Base44, an AI-native site builder. Rivals like GoDaddy are also eyeing the field.

"It seems to us that 'everyday' consumers are still very much in the experimentation stage of AI chat interfaces such as ChatGPT, let alone having familiarity or experimenting with adjacent 'vibe coding' solutions," the Barclays analysts wrote.

Vibe coding might not topple traditional web tools anytime soon. It's not going away either. Expect it to stay part of the AI conversation well into 2026.

Sign up for BI's Tech Memo newsletter here. Reach out to me via email at abarr@businessinsider.com.

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AI辅助编程 vibe coding 流量下滑 初创公司 营收模式 用户流失 AI 编程工具 AI-Assisted Coding traffic decline startups revenue models user churn AI coding tools
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