关于AI创业的流行想象，往往是硅谷的软件创始人正在打造下一个十亿美元级初创公司。但更普遍——且可能更具经济意义——的故事，或许正发生在全美各地的小企业之中。
OpenAI的一份新分析报告(在新窗口中打开)发现，2026年3月期间，美国至少有400万人使用ChatGPT来帮助规划、创办、运营或发展企业。他们中的大多数并非在创办科技公司，而是在经营咨询事务所、网店、家政服务企业、美容院、餐厅及其他类型的公司。对这些创业者而言，AI主要不是用来销售的产品，而是一种灵活的能力来源——这些能力原本可能需要外部顾问、额外员工或专业软件才能获得。
身兼多职者的工具
大企业会将工作分配给营销、财务、法务、客服、产品和运营等团队。创业者很少拥有这种奢侈。尤其是在企业早期阶段，创始人可能身兼所有这些角色。
这就产生了对通用型辅助工具的强烈需求。在报告识别的活跃创业者中，最大的群体来自专业与代理服务领域，占用户总数的22%；零售与电商领域占21%；家政与维修服务占12%；健康与美容行业占11%；餐饮与酒店业占8%。
这些通常是精干型企业，老板仍深度参与日常运营。一位承包商可能用ChatGPT修改报价、解释许可要求、撰写网站文案，并草拟给客户的跟进信息。一位零售商可能用它创建产品描述、比较定价策略、策划促销活动并回复投诉。这些任务单独来看，没有哪一项能改变企业。但综合起来，它们能减少消耗创业者大量时间的行政负担。
从构思想法到经营企业
该报告考察了潜在创业者和活跃创业者对ChatGPT的使用情况。约29%的创业用户为潜在创业者，71%为活跃创业者。潜在创业者相对更可能使用ChatGPT进行品牌建设、产品开发和商业验证。他们可能是在询问某个想法是否有市场、产品如何运作、企业该叫什么名字，或者启动需要多少成本。
一旦企业开始运营，重点就会转移。营销与文案撰写占活跃创业者活动的26%，其次是客户沟通占11%，法律与合规问题占10%。销售、品牌建设和业务拓展也依然重要。
活跃创业者在更高等级的ChatGPT用户中占比也更高。在免费版用户中，活跃创业者占创业用户的67%，而在Plus版中占78%，在Pro版中占81%。
这种模式表明，当AI与真实的商业活动挂钩时，需求会加深。尝试可能的企业名称的人可能只需要偶尔的帮助。而处理客户、截止日期和运营问题的活跃创业者，则有更强的动力为更快的速度和更强的能力付费。因此，创业可能成为检验AI经济价值的特别有用的测试场。
降低创业的固定成本
创办企业从来都不仅仅需要好的创意。创业者必须汇集一系列互补的技能，包括财务分析、客户服务、销售、营销和行政管理。获取这些能力的机会并不均等。有些创始人拥有商业伙伴、专业人脉、家族经验或足够的资金来雇佣帮手。其他人则几乎必须自己掌握每一项技能。
生成式AI无法消除创业的风险。但它可以降低获得许多有用能力的初步近似值的成本。这可能让更多人在做出大笔资金投入之前先测试想法。它也可能让非常小的企业更具可行性，因为个体经营者或两人公司可以处理更广泛的任务，而无需立即增加员工或购买大量专业服务。
其结果可能不是一波高增长的初创公司，而是适度规模企业的增加——它们能更快启动或存活下来，因为创始人能够管理那些原本会让他们不堪重负的工作。
The popular image of AI entrepreneurship is a software founder in Silicon Valley building the next billion-dollar startup. But the more common—and potentially more economically significant—story may be happening among small businesses across the country.
A new OpenAI analysis(opens in a new window) finds that at least four million people in the United States used ChatGPT during March 2026 to help plan, start, run, or grow a business. Most were not launching technology companies. They were operating consulting practices, online stores, home-service businesses, beauty practices, restaurants, and other firms. For these entrepreneurs, AI is not primarily a product to sell. It is a flexible source of capabilities that might otherwise require outside consultants, additional staff, or specialized software.
A tool for people doing many jobs at once
Large companies divide work among marketing, finance, legal, customer service, product, and operations teams. Entrepreneurs rarely have that luxury. Especially in a business’s early stages, the founder may perform all of these roles.
This creates a strong demand for general purpose assistance. Among active entrepreneurs identified in the report, the largest groups worked in professional and agency services, representing 22 percent of users, and retail and e-commerce, representing 21 percent. Home and trade services accounted for 12 percent, health and beauty practices for 11 percent, and food and hospitality businesses for 8 percent.
These are often lean businesses in which the owner remains closely involved in daily operations. A contractor might use ChatGPT to revise an estimate, explain a permitting requirement, produce website copy, and draft a follow-up message to a customer. A retailer might use it to create product descriptions, compare pricing strategies, plan a promotion, and respond to a complaint. None of these tasks alone transforms a business. Together, however, they can reduce the administrative burden that consumes much of an entrepreneur’s time.
From exploring an idea to operating a business
The report examines ChatGPT usage by both prospective and active entrepreneurs. Approximately 29 percent of entrepreneurial users were prospective, while 71 percent were active. Prospective entrepreneurs are relatively more likely to use ChatGPT for branding, product development, and business validation. They may be asking whether there is a market for an idea, how a product could work, what a business should be called, or what it might cost to launch.
Once a company is operating, the emphasis shifts. Marketing and copywriting account for 26 percent of active entrepreneurs’ activity, followed by customer communication at 11 percent and legal and compliance questions at 10 percent. Sales, branding, and business development also remain important.
Active entrepreneurs are also disproportionately represented among higher tier ChatGPT users. Active entrepreneurs account for 67 percent of entrepreneurial users on the Free plan, compared with 78 percent on Plus and 81 percent on Pro.
This pattern suggests that demand deepens when AI becomes connected to real commercial activity. Someone experimenting with possible business names may need occasional assistance. An active entrepreneur handling customers, deadlines, and operational problems has a stronger incentive to pay for more speed and greater capability. Entrepreneurship may therefore become an especially useful test of AI’s economic value.
Lowering the fixed costs of entrepreneurship
Starting a business has always required more than a promising idea. Entrepreneurs must assemble a collection of complementary skills, including financial analysis, customer service, sales, marketing, and administration. Access to those capabilities is uneven. Some founders have business partners, professional networks, family experience, or enough capital to hire help. Others must acquire nearly every skill themselves.
Generative AI cannot eliminate the risks of entrepreneurship. It can, however, reduce the cost of obtaining a first approximation of many useful capabilities. That may allow more people to test ideas before making a large financial commitment. It may also make very small firms more viable by allowing a sole proprietor or two-person company to handle a wider range of tasks without immediately adding employees or purchasing numerous specialized services.
The result may not be a wave of high-growth startups, but an uptick in modest businesses that launch more quickly or survive because their founders can manage work that would otherwise overwhelm them.
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