AI Agents Trends: OpenAI Opens ChatGPT Business Agents to Small Online Stores as Spacefast Hosts Agent-Built Apps

OpenAI introduced Businesses in ChatGPT in beta on November 10. A company can now claim its profile in ChatGPT, correct its own information, see how often it is mentioned, and, if it is an eligible ecommerce or online service business in the United States, publish a Business Agent that answers customer questions inside ChatGPT. One day earlier, Automattic opened Spacefast, a hosting service that an AI assistant can publish to directly. One day later, Google Labs introduced Tabletop, an experiment that generates shared planning tools from a prompt.

The three releases have one thing in common. Each lets a person without a developer put a working, agent-built product in front of other people. For a small online store or a one-person service business, the OpenAI release is the most direct change, because it adds a customer-facing agent to a product that OpenAI says 1.2 billion people use each week.

What OpenAI released

The release has two parts. The first is Business Hub. According to OpenAI, a company claims its organization there and, once verified, can update key details and add product feeds with pricing and availability. The hub also reports aggregated numbers: how many times the business was mentioned, how many website clicks it received, and the common themes of conversations where its website was cited, which OpenAI calls discovery topics.

The second part is the Business Agent. When a business appears in a ChatGPT answer, a user can open its profile and, if an agent exists, start a conversation with it. OpenAI states that this conversation is labeled, kept separate from the user's original chat, and distinct from ChatGPT's own answers. The company also states that it does not share user conversations or Business Agent chats with the business, and that insights appear only once activity passes a minimum threshold.

OpenAI's product page for Businesses in ChatGPT sets several limits that matter to a small operator:

Claiming is initially available to eligible businesses with a website. Eligibility depends on industry, location and OpenAI's verification checks.
A claimed profile shows a blue check. The page states that claiming “does not guarantee higher placement or sales” and that ChatGPT continues to make independent recommendations and comparisons.
ChatGPT may show information about a business whether or not that business has an agent.
The agent answers from the product and policy information the business supplies, under guidelines the business controls, and can be tested before it is published.
A business can sponsor its agent and use it as the destination for ChatGPT ads. OpenAI says sponsored placements are labeled.

How it works for a Shopify store

Shopify is the one platform OpenAI names for setup. Shopify's help page on selling in ChatGPT gives the details. A merchant installs the ChatGPT Business app in the Shopify admin, connects the store and claims the profile. Using the app verifies the business automatically through the store. The app is optional, and a merchant can also claim the profile directly in Business Hub.

Shopify lists facts a merchant can plan around. Eligible products are already in ChatGPT through Shopify Catalog, with pricing and availability kept current, so the merchant does not build or maintain a separate product feed. There are no fees for selling in ChatGPT beyond standard payment processing fees. A customer who finds a product in ChatGPT completes the purchase on the store's own checkout, so existing branding and payment methods apply. Business profiles and insights are available globally, and business agents are available only to eligible stores based in the United States.

Shopify also notes one gap. The knowledge base a merchant has built for Shopify's agentic storefronts is not connected to the ChatGPT profile or agent. A merchant who wants both to give the same answers has to maintain the information in two places.

Two more releases for agent-built work

Automattic Spacefast. On November 9, Automattic announced Spacefast, a new company that hosts apps and websites built with an AI assistant. A user connects Spacefast to the assistant already in use and asks it to publish the project. Automattic says a link appears in the chat a few seconds later. The service includes hosting, a custom domain and a SQL database, and each publish creates a new version with its own permanent URL that can be rolled back. Projects are private by default and can be shared by password, invite or link. Sensitive agent actions such as rollbacks and DNS changes require an approval check. Automattic says Spacefast charges for infrastructure and not for AI usage, offers a free personal plan, and is available as a plugin in the ChatGPT and Claude apps, Cursor and Antigravity.

Google Labs Tabletop. On November 11, Google Labs introduced Tabletop. A user adds links, files and ideas to a shared space and prompts it to generate interactive tools such as trip itineraries, polls, expense splitters and tournament brackets. Everyone with the invite link can use the result at the same time. Tabletop is an experiment, and it is rolling out by waitlist to adults in the United States. Google's examples are personal and community uses, not business ones.

What this means for a small business

Until this week, a small business had no direct way to correct what ChatGPT said about it or to see how often it came up. Business Hub provides both, with stated limits. The numbers are aggregated, they appear only above a threshold, and OpenAI states plainly that a claimed profile does not buy better placement.

The Business Agent adds a second place where customers ask questions, next to the store's own site and inbox. Its answers come from whatever product and policy information the business has supplied, so the quality of that information determines the quality of the agent. Earlier coverage on this site of personal agents and small business outcomes described the customer side of the same shift, where a buyer's own assistant does the comparing.

Spacefast addresses a different step. Description to deploy workflows made it possible to build an app from a prompt, and hosting remained a separate job. The site's guide to deploying AI-generated apps covers what that job involves.

Practical steps

The following steps are general guidance drawn from the sources above.

Claim the profile before building an agent. Claiming and the insights it unlocks are open to eligible businesses wherever ChatGPT is offered. The agent is limited to eligible US ecommerce and online service businesses for now.

Fix product and policy information first. The agent answers from the details a business provides. Return, shipping and refund policies should be complete and current before the agent is published. Shopify already requires those policies for a store to sell in ChatGPT.

Test the agent with real customer questions. OpenAI provides a preview step before publishing. Questions taken from the store's actual support inbox show where the supplied information has gaps.

Record a baseline. Business Hub reports mentions, website clicks and discovery topics. Noting those figures before and after publishing an agent gives a small business a measurable result instead of an impression.

Keep approvals on for published apps. Spacefast requires approval for rollbacks and DNS changes. The site's guide to permissions and human review boundaries covers which agent actions should always wait for a person. Readers new to the category can start with the agent fundamentals.

What to watch

OpenAI says it plans to expand Business Agents to more markets and business categories and to build tools for organizations with more complex needs. It has not given dates. Automattic says built-in app authentication for Spacefast is coming soon. Tabletop remains a waitlist experiment with no announced general release.