Labs

OpenAI opens a
small-business front, and
hands GPT-5.6 to
every plan

The July 21 launch of ChatGPT for Small Business bundles in-person academies, partner plugins, and universal GPT-5.6 access — a bid to convert some of the 855 million weekly users who still don't pay.

OpenAI launched ChatGPT for Small Business on July 21, bundling virtual training, in-person OpenAI Academy events, on-demand guides, and partner plugins from Dropbox, Shopify, Intuit, Slack, Atlassian, and Wix into a single program aimed at the segment of its user base that has, so far, refused to open a wallet.

The framing is generous. The math is the point. In April, CFO Sarah Friar told the Associated Press that 95% of OpenAI’s 900 million weekly ChatGPT users don’t pay, and that business revenue share had roughly doubled to about 40% since she joined in 2024. OpenAI is valued at $852 billion, still losing more money than it makes, and, per Inc., chasing revenue ahead of an expected IPO. A program that converts even a thin slice of 855 million free-tier users into small-business subscribers is worth building an academy circuit for.

The product news underneath the program is that GPT-5.6, which OpenAI calls its “most advanced model available to businesses of any size,” is now available across all subscription plans. That’s a real concession on tiering. It also lowers the friction for the ChatGPT Work agent, rolled out July 9 alongside GPT-5.6, which together with Codex has reached a combined 10 million users, per TechRadar. Webinars will demo use cases across accounting, marketing, and ecommerce; the in-person events extend the format of the small-business AI Jams OpenAI ran in 2025.

The competitive backdrop matters. Forbes columnist Gene Marks notes Anthropic introduced its own small-business program earlier this year, chasing the same 34 million US small businesses asking for help with AI. And a specialist layer has already formed above the foundation models: Glean, Dust, Gumloop, and LemonLime pitch themselves as business-AI platforms that train on a company’s own knowledge while running on Claude and ChatGPT underneath. For firms that want an agent fluent in their SOPs rather than the open web, that vertical layer is where the actual work gets done, and OpenAI’s academy pipeline arguably feeds it.

The structural read is in the Citadel Securities research PYMNTS surfaced this week: since ChatGPT launched in late 2022, new US business applications have risen while median headcount at seed-stage startups has fallen. The small business isn’t just a market OpenAI wants to sell into. It’s the shape the AI era is pressing the economy into, one two-person LLC at a time. OpenAI’s academy circuit is less an outreach program than a recognition that its distribution problem and the labor market’s restructuring are, increasingly, the same problem.

Sources