A hotel chain now lets travelers find and book rooms inside ChatGPT, and you are wondering whether your customers will soon book a plumber, a groomer or a consultation the same way. It is a fair question to ask the night you read the headline, and the answer starts smaller than you might expect. Before anyone talks about apps in ChatGPT for business, you can find out in ten minutes what ChatGPT already shows when someone asks for your kind of service in your town. Then you fix what that test turns up: whether the crawler can reach your pages, whether your name, hours and service area match everywhere, and whether your booking link opens the right thing on a phone. Those steps cost little and help every customer, however they find you. An app only comes into play later, for a business that needs something a public page and a booking link cannot do. This post walks through the test, the fixes in the order to do them, what Radisson built, and how to decide whether an app is worth pricing.
Key Takeaways
Ask ChatGPT for your service in your town, write down who it names, what it shows and where the link goes. That test tells you whether the problem is crawl access, wrong facts or a weak booking path.
OpenAI says a site is eligible for ChatGPT Search when OAI-SearchBot can crawl it. Allow that crawler on the pages you want found.
OpenAI reports an early visit-to-booking rate about 1.5 times Radisson's organic search rate for July and August 2026. That is one hotel group's result on its own site, not a forecast for yours.
Consider one when customers need live availability, quoting, account data or scheduling that public pages cannot provide. Otherwise repair the booking link and listings first.
How do I see what ChatGPT shows for my business today?
Open ChatGPT with search turned on and run three prompts a customer might type. Use your real service, your real town and a real need.
- "Find three [your service] businesses in [your town] that handle [a specific need]."
- "Which one has the clearest booking option and current availability?"
- "Open the booking link for [your business name] and find an appointment for [day and time]."
Write down what you see. Does your business appear at all? Are the name, address, hours and services right? Which pages does ChatGPT cite? Is it confusing you with another company? Where does the booking link land, and does that page load and work on your phone? Repeat the test in a private window or on a second account, because location and personalization can change the answer. OpenAI notes that ChatGPT can use approximate location, and optionally precise device location, when it answers a local question.
Treat the result as a snapshot, not a score. OpenAI's help center says search results and citations can be incomplete, outdated or incorrect, so one odd answer does not mean your business is broken. A pattern across the three prompts does. If you want to see how often AI tools reach your site at all, check which AI agents visit your website and look at whether AI search is bringing you customers.
What do I fix first so ChatGPT can find and send customers to my business?
Work in this order, because each step makes the next one count for more. The first three are things you can do this week with your existing website. The last is a clarification layer, not a switch.
Let the crawler in
OpenAI's help center states the requirement plainly: to make a website eligible for inclusion in ChatGPT Search, allow OAI-SearchBot to crawl the site. OpenAI also says any public website can appear. So, open your robots.txt file (the plain text file at yourwebsite.com/robots.txt) and check that it does not block OAI-SearchBot, and that the pages you care about, your service pages, town pages and booking page, are not set to noindex or hidden behind a script that never loads for crawlers. If you are not sure how your site is read, this post on whether ChatGPT and Google AI can read your website shows how to check.
Make one set of business facts
Pick one correct version of your business name, address, service area, phone number, hours, services and, where it suits you, prices. Put it on your website, then match it on your Google Business Profile and the other listings people use. ChatGPT draws on public websites and third-party business information, so a mismatch between your site and a listing gives it two answers to choose from. For the listing side, OpenAI's own page on how search works is the document to read.
Make the booking link work on a phone
Open your booking link on a phone, on mobile data, and try to book. A booking path that depends on pop-ups, blocked scripts, a forced app download or an incomplete mobile form turns a ChatGPT recommendation into a dead end. The link should open the specific service and location the customer asked about, not a generic homepage. If your Google listing has its own booking button, set up the Google Business Profile booking link so it points to the same place.
Add accurate markup
Structured data tells systems what a page is about. Google's local business documentation says it can communicate hours, departments, reviews, addresses and other details, and Google also says structured data does not guarantee a particular search appearance. Use the most specific LocalBusiness type that fits, and make sure it matches what a visitor can see on the page. Google's general structured data guidelines explain what markup is allowed. Markup that disagrees with the visible page does more harm than none.
How does a local business appear in ChatGPT without an app?
Through the same public web it already sits on. OpenAI's help center says ChatGPT Search can use web search providers, public websites and third-party business information, along with the user's approximate location. For a local question it may return business listings, maps, links and reservation options.
Restaurants show how deep this can go. OpenAI says reservation availability can come from providers such as OpenTable, Resy and Yelp, depending on the restaurant and location. If your business already takes bookings through a platform like that, your listing there matters as much as your own site. Shopping works differently. OpenAI's shopping help page says results use product and merchant data from third parties or from merchants directly. Shopify product data comes in through Shopify Catalog, and eligible merchants can send a product feed under OpenAI's commerce specification. If you sell products online, this post on AI shopping agents and your online store covers that side.
| Route | What it needs | App required? |
|---|---|---|
| ChatGPT Search results | A public site that OAI-SearchBot can crawl | No |
| Local listings and maps | Consistent business details across the web | No |
| Restaurant reservations | A listing on a supported provider such as OpenTable, Resy or Yelp | No |
| Product results | Merchant data, Shopify Catalog or an eligible product feed | No |
| Live actions inside ChatGPT | A built, reviewed and published app | Yes |
OpenAI also points out that ChatGPT often works as a discovery layer. People click through when they need to confirm availability, read your terms, pay, upload something or reach a person, so your own page still does the closing. That is the reason the booking link in the last section matters more than any badge. For the wider question of getting named in answers, see how to get cited by ChatGPT.
What did Radisson build, and what did OpenAI say on October 7, 2026?
This is the news that sent the question your way, so these are the facts OpenAI published. On October 7, 2026, OpenAI announced that Radisson Hotel Group, working with Accenture, built a ChatGPT plugin to help travelers "find, compare, and book hotels while planning their trips." Users can see Radisson hotel suggestions on a map, compare prices and review amenities, then continue to Radisson's website to complete the booking. For users who have the plugin installed, ChatGPT can show it automatically when relevant, without the user typing @RadissonHotels. OpenAI also says the plugin took six weeks to build and launch.
OpenAI reports an early visit-to-booking conversion rate about 1.5 times Radisson's organic search rate for July and August 2026. Read that as Radisson's own measurement of its own traffic. It compares one hotel group's plugin with that same group's organic search, and it says nothing about what a plumber or a salon would see.
Two details are worth taking for your own business. First, the booking in Radisson's flow is completed on Radisson's website, so even at that scale a working booking page is part of the result. Second, OpenAI's Radisson post uses the word plugin, while its developer pages describe building ChatGPT apps. For this decision, treat them as the same kind of thing: software that connects a business to ChatGPT conversations.
How does an app in ChatGPT work, and what does it take to build one?
OpenAI's developer team describes a ChatGPT app as a way to connect a service to a conversation through tools and, where useful, an interactive interface. An app can bring in live data, take actions or show information in a more useful format than plain text. The Apps SDK builds on MCP servers and covers app logic, tool definitions, authentication, optional interface components, testing and deployment. A business, a developer or an agency can build one.
Publishing to the public directory carries requirements. OpenAI's review requirements and submission page call for a verified individual or business identity, a publicly reachable server, privacy and company information, test prompts with expected behavior, automated validation and OpenAI review before the app appears in the directory. An integration meant only for one workspace follows a different path.
| Problem | What fixing it involves | Job size |
|---|---|---|
| Broken or generic booking link | Repair the URL, test the full flow, update listings | Small |
| Conflicting business details | Write one fact sheet, update priority listings | Small to medium |
| Crawl or rendering trouble | Check robots rules, noindex tags, hosting and scripts | Medium, sometimes larger |
| Unclear service pages | Rewrite service, location, price and booking steps | Small to medium per page |
| Availability hidden deep in a form | Simplify the flow or work with the booking vendor | Medium |
| Live scheduling or quoting inside ChatGPT | Connect the booking system through APIs or an app | Medium to substantial |
| A public ChatGPT app | Build, secure, test, document, submit and maintain it | Substantial and ongoing |
Notice where the weight sits. Everything above the last two rows is ordinary website work. An app is a software project with a review process and upkeep, and it is a project you own for as long as it stays in the directory.
Does my business need a ChatGPT app?
Not to be found. OpenAI says public websites can appear in ChatGPT Search, and crawl access is the stated requirement. An app also is not a guaranteed booking channel; it needs a real integration, supported tools, appropriate data access and review.
An app earns its cost when customers need something a page and a link cannot give them: live availability pulled from your scheduling system, a quote built from their answers, their own account or order data, or an action completed without leaving the conversation. Confirm that your booking platform and your business category are supported before you promise anyone in-ChatGPT booking, because eligibility for direct service booking is not the same for every business.
If that describes your business, our custom AI integrations and custom AI solutions work covers connecting a booking system, CRM or quoting tool to an assistant. If it does not, the better spend is the repair list above: a fixed booking link, matching listings and a crawlable site. We would rather you do those first, and they help whether or not an app ever follows. The same goes for paying to appear in ChatGPT; should a small business try ChatGPT ads looks at that separately. And if your team is also deciding which ChatGPT plan to use internally, is free ChatGPT enough for your business covers that decision.
Do you know what to do about ChatGPT first?
Pick an answer to begin.
1. What does OpenAI say makes a website eligible for ChatGPT Search?
2. How should you read Radisson's 1.5 times visit-to-booking figure?
3. A customer asks ChatGPT for your service and the booking link lands on a generic homepage. What comes first?
Frequently Asked Questions About apps in chatgpt for business
Do I need a ChatGPT app to show up in ChatGPT?
No. OpenAI says any public website can appear in ChatGPT Search. Allow OAI-SearchBot to crawl the pages you want found. An app is for live data or actions that ordinary pages cannot provide.
Can customers book my service through ChatGPT?
Sometimes. ChatGPT may show a booking link or a supported reservation option, depending on your business, your booking platform and your location. Radisson's customers finish booking on Radisson's website.
How do I let ChatGPT Search crawl my website?
Make sure your robots.txt file does not block OAI-SearchBot and that your important pages are public and not marked noindex. OpenAI's help center names this as the requirement for eligibility.
Does structured data guarantee that ChatGPT will show my business?
No. Structured data helps systems read a page, and Google says it does not guarantee a particular search appearance. Keep the markup accurate and matched to the visible page.
Can ChatGPT use my existing booking system?
It can send customers to your existing booking page. Live availability or scheduling inside ChatGPT needs a supported integration built for that booking system.
What did Radisson build?
Radisson and Accenture built a ChatGPT plugin that shows hotel suggestions on a map with prices and amenities, then sends users to Radisson's website to finish booking. OpenAI announced it on October 7, 2026.
Final Thoughts
You do not have to build anything tonight. Run the three prompts, write down what ChatGPT shows, and fix in order: crawler access, one set of business facts, a booking link that works on a phone, and accurate markup. Those steps help customers who find you through ChatGPT, Google or a friend's text message, and none of them needs a custom app.
Radisson's result is a useful look at where this is heading, labeled correctly as one hotel group's own July and August 2026 measurement. If your customers need live availability, quotes or account actions inside the conversation, an app is a real option, and OpenAI's review requirements tell you what the build involves. If they do not, a public site that ChatGPT can reach and a booking page that works is the right project.
If you want a second set of eyes on the results of your test, Web Leveling can look at where your site, listings and booking link stand, and price an app when your business has a case for one. Our generative engine optimization work covers how AI assistants find and describe your business. We work with small and medium businesses across the country and overseas. Send us what ChatGPT showed for your business and we will go through it with you.
Terms
ChatGPT words in this post
Tap a term to see what it means.
OAI-SearchBot. The crawler OpenAI says a website must allow to be eligible for inclusion in ChatGPT Search.
Apps SDK. OpenAI's toolkit for building ChatGPT apps that connect a service to a conversation.
MCP server. A server that exposes tools and data to an AI assistant, which the Apps SDK builds on.
Structured data. Code on a page that labels facts such as hours, address and services so systems can read them.
Product feed. A file of product details that an eligible merchant can send to OpenAI for shopping results.
Booking link. The web address that opens the page where a customer picks a time and confirms an appointment.
