ChatGPT now lets businesses claim their profile. Here’s why it matters

OpenAI’s new beta gives eligible businesses a direct route to supply facts and inspect discovery insights.

The reason to claim now is to establish an accountable source of business facts, not to secure a promised ranking advantage.

Author: Ian Ash

Published: November 10, 2026

Category: Platform News

OpenAI announced Businesses in ChatGPT in beta on 10 November 2026, giving eligible organisations a way to claim their business profile, provide information directly and inspect aggregated discovery insights. The starting point is the live ChatGPT Business Hub, not a waiting-list announcement for a future launch. For companies concerned about how AI describes their services, products and policies, this deserves immediate attention. It creates a practical new information channel, although claiming a profile does not guarantee increased visibility or control ChatGPT’s independent recommendations. [1] [2]

Why this matters beyond a business profile

A business appearing in a response on ChatGPT can have a clickable profile that helps people explore its information. More importantly, OpenAI says ChatGPT may use details supplied through Business Hub to answer customer questions. The potential use extends beyond maintaining a profile page, without guaranteeing that every answer uses those details. That makes Business Hub relevant to answer engine optimisation, or AEO—the work of helping AI systems find, understand and accurately represent an organisation. The reason to claim now is to establish an accountable source of business facts, not to secure a promised ranking advantage. [1] [2] [8]

The potential company value is straightforward: a managed place to maintain facts, a customer-facing profile and visibility into some reported discovery activity. For example, an accurate return policy could help ChatGPT explain that a retailer accepts returns within a stated period, subject to specified conditions. This is an illustration, not a measured improvement. Supplied information is not an instant universal override: ChatGPT can still use other sources, and reviewed updates can take time to appear in profiles or generated answers. [2] [3]

Check eligibility before treating this as a global launch

No advertising account or ChatGPT Enterprise agreement is required to begin. Eligible online businesses may claim an existing listing or see an option to add one. Local stores and restaurants, however, currently can claim only an existing U.S. listing. A Canadian online business should check Business Hub rather than assume either full availability or blanket exclusion; the documentation does not establish that a Canadian local business can create or claim a listing today. Existing Enterprise customers and advertisers can also contact their OpenAI representative. [1] [2]

Ownership needs planning as well as access. An organisation should appoint an internal owner, establish the administrator’s authority and choose the management account before starting. Teammates and agencies should receive access through the documented permissions, using their own accounts rather than shared credentials; workspace membership requirements may apply. Each distinct brand is managed separately. Parent-company central management across brands and locations is not currently available, and claiming the main brand does not automatically claim its locations. [2]

How to claim and verify a profile

The authorised administrator should sign in at Business Hub, find the matching business and confirm the management account. If an eligible online business is missing, the add-business option should be used only if offered. The official setup guide describes four possible claim methods: an SMS or automated call to the business phone, a code sent to its business email, a website-domain DNS TXT record, or a Shopify connection. These are alternatives, not four required tasks, and availability varies by listing. [2]

OpenAI then approves the claim or requests more information; entering a verification code is not the approval itself. After claim approval, the representative must complete Persona identity verification if not already completed. Persona approval is separately required to publish information changes, connect a feed, view insights or create an eligible agent. It also precedes the verified badge: claiming alone does not produce the blue check. Government-issued identification, business registration information and proof of authority may be requested, and sensitive material belongs only in the official verification flow. No fixed approval turnaround is promised. [2]

Public facts should receive internal sign-off before Persona submission for a new profile. When Persona is used to create one, OpenAI approval automatically publishes it without a separate profile-publishing step. The setup guidance also warns that Support cannot delete, unpublish or hide published profiles as part of setup or ownership requests. A locked profile should go through Contact support; an already-claimed profile through Dispute ownership, not a duplicate listing. Claiming or disputing ownership does not itself change visibility. [2]

Supply accurate facts, not a promotional dossier

After the necessary approvals, the documented profile controls include the website, business description, product or service category, logo, delivery policy and return policy, with a cover photo and other optional details. The business-profile policy also covers name, address or service area, opening hours, contact details and products or services offered; the exact editable controls can vary by listing. This is structured business information, text, images and relevant links—not a requirement to upload a PDF or Word report. [2] [3]

The business remains responsible for material fees, conditions, qualifications and limitations. Unsupported guarantees and fabricated reviews or endorsements are prohibited. OpenAI reviews submitted changes, but identity verification does not independently validate every business claim, and its policy says it does not verify every detail or resolve every factual dispute. A service company should begin with an accurate account of its services and applicable policies, not invent retail products to fit a catalogue feed. [2] [3]

Product feeds have a specific contract

For suitable product sellers, Business Hub documents a CSV upload, a hosted URL pointing directly to the feed file, or a Shopify feed connection. Shopify is optional. The product discovery-feed specification requires one row per purchasable product or variant and nine fields: item_id, a stable unique identifier; title, the product name; description, factual plain text; url, the public product-detail page; brand, the actual product brand; seller_name, the supplying seller; image_url, a public direct image link; availability, the stock status; and price, an amount followed by a three-letter currency code. [2] [4]

Availability can be in_stock, out_of_stock, pre_order, backorder or explicitly unknown. The file should use UTF-8, public absolute URLs and properly quoted CSV cells. Variants need distinct identifiers, and prices and stock status need maintenance. Optional fields can add characteristics, shipping or returns information, but some require an appropriately configured integration; adding a column does not enable every commerce function. Neither a submitted feed nor richer product information guarantees a recommendation. [2] [4]

The standard OpenAI-format upload currently targets the U.S.; additional markets require OpenAI confirmation of the integration and allowed countries and currencies. A Canadian-dollar price alone does not enable Canadian distribution. Separately, the developer production-feed guide describes SFTP catalogue snapshots, preferring Parquet and supporting compressed JSONL, CSV and TSV, with updates recommended at least daily. Those formats should not be presented as self-service Business Hub choices, or SFTP as compulsory for every claimant. Discovery feeds also do not automatically enable advertising or checkout. [4] [5]

The insights are useful, but their definitions matter

Business Hub reports aggregated activity over the preceding 28 days, including mentions, website clicks and discovery topics. For an online business, a reported mention requires a reference to its website: the brand name appearing alone is not enough. For a local business, the relevant mention is its appearance as a location result. These definitions matter because a company could appear by name in an answer without that occurrence becoming an online-business mention in the dashboard. [1] [2]

Insights depend on sufficient interaction thresholds and can be incomplete. Missing or unavailable data must not be read as zero activity. Discovery topics are aggregated subjects, not a list of individual prompts or a definitive account of each customer’s intent. Businesses do not gain access to customers’ conversations. The dashboard is therefore neither a competitor share-of-voice calculation nor a controlled ranking panel; its counts should not be relabelled as either. [1] [2]

This makes it complementary to external AI tracking and human research. A controlled prompt panel can compare answers across competitors and engines, while surveys can examine awareness, consideration and choice. Business Hub supplies a different signal about reported activity within ChatGPT. The distinction reinforces AEO Updates’ analysis of why AEO needs strategy and insights, not just a dashboard and how to choose AI-visibility prompts: exposure, accurate representation and commercial influence are different questions.

A Business Agent is an optional, distinct experience

The launch also introduces Business Agents, initially for eligible U.S. ecommerce and online service businesses with a website. Verification alone does not establish eligibility. Category and intended use are reviewed, and the policy prohibits advice requiring a professional licence and high-stakes automation without human review. This is not a promise of availability for every bank or regulated business. An agent is unnecessary for profile management or available insights. [1] [2] [6]

The current agent experience explains products and policies and links to the company website. It does not itself complete purchases, bookings or order tracking; customers carry out those actions on the website. Its conversation is labelled and separate from the original ChatGPT conversation. Businesses should assess that experience on its own merits, rather than confuse it with control over independent answers. OpenAI also says advertising does not influence those independent answers. [1] [2] [6]

AEO Updates Takeaway

Eligible companies should check Business Hub now, identify the correct listing, appoint an authorised internal owner and prepare accurate public facts before completing verification. The immediate case is operational: establish ownership, understand the available controls and assign responsibility for keeping information current. Catalogue feeds and agents can follow as separate eligibility and implementation decisions. None justifies rushing an inaccurate profile or promising a visibility lift.

Existing AEO and CITABLE work is not obsolete. Clear explanations, defensible evidence and consistent website and third-party information remain necessary because ChatGPT still draws on multiple sources. The new task is to align that work with a maintained first-party profile, then monitor accuracy and reported activity without mistaking correlation for causation. Business Hub adds a useful source and measurement layer; it does not remove the need to understand what customers actually value.

Editorial basis: This article reports OpenAI’s 10 November 2026 beta announcement and documentation checked as of that date, including the business-profile and Business Agent policies updated on 10 November 2026. It is not a hands-on account test or independent evidence of causal visibility or sales gains. Eligibility and functionality may change.

Disclosure: Dig Insights sponsors AEO Updates. Ian Ash is a Dig Insights co-founder.