Insights · Service businesses

What happens when a customer's AI agent tries to book you

Customers have started asking AI assistants to book for them: a table, a haircut, a physio slot. The agent books the business it can book, and skips the ones it can't. This guide shows what works today in the US, what applies in the EU and Ireland, and the checks any business can do this month.

A customer's AI agent · illustration
Book me a sports massage near Grand Canal Dock on Thursday after 6pm, under €80.
quaysidephysio.ie
Opening Quayside Physio's website…
  1. Quayside PhysioPhone onlyTrying…
  2. Dock Street ClinicOwn booking formWaiting
  3. Canal PhysioBooking platformWaiting
One clinic got the booking.The other two never knew this customer was looking.

Checked on 29 September 2026 against each company's own announcements and help pages. This moves quickly, and most of it started in the US. The clinics in the illustrations are fictional. General information, not legal advice.

The short version

Four things to know today

An AI agent is an assistant that does things for you, not just answers. Booking is one of the first jobs customers are handing it.

Agents already book

In the US, ChatGPT, Google, Claude, Alexa+ and Meta's Muse can find a free slot and book it, or take the customer straight to the booking page, with their OK.

Mostly through platforms

Nearly every agent booking goes through a booking platform such as OpenTable or Resy. A business that isn't on one is easy to skip.

Europe is behind, for now

Of the big assistants, only ChatGPT says its booking works in Ireland, and only for restaurants on OpenTable. Most other features are US or UK only.

The customer stays in charge

Every major agent asks before it confirms a booking or pays. What it can't get past, it hands back to the customer.

17×
more seated diners from AI integrations, year on year, according to OpenTable
OpenTable, Aug 2026 · internal data
1 in 3
everyday tasks, including booking appointments, finished by the best AI agent on live websites
ClawBench study, 2026
41%
of US adults who use AI have tried an AI agent; 24% use one regularly
Menlo Ventures and Morning Consult, Jul 2026
42%
of Irish internet users had used generative AI in the previous three months
CSO, 2025
Where it works

Who can book what, and where

Almost everything started in the US. Pick a region to see what a customer there can do today.

7 live2 test or partly0 not yet or not confirmed
WhoWhat it books, and howSinceStatus
ChatGPTRestaurant tablesThrough OpenTable, Resy and Yelp. With Resy and Yelp, the booking is confirmed in the chat.10 Aug 2026LiveOpenTable, Resy, Yelp
ChatGPTAny website, in a cloud browserClicks through websites itself. Pauses for sign-ins and asks before confirming a booking or paying.2025, updated Aug 2026LivePaid plans
Google AI ModeRestaurant tablesFinds free tables across booking platforms, then links you to the platform to finish.US Nov 2025, UK Apr 2026Live
Google AI ModeBeauty and wellness, event ticketsCompares free times across platforms such as Booksy, Fresha and Vagaro.Aug 2025Test or early accessAI Pro and Ultra subscribers
Google AI ModeHotelsBooks in the conversation and pays with Google Pay. Large chains and booking sites only.27 Aug 2026Test or early accessRolling out
GooglePhoning businesses for the customerAn AI calls local businesses to ask about prices and availability. Businesses can opt out.Jul 2025LiveMost states
ClaudeTables, trades, travelConnectors for Resy, Thumbtack, Taskrabbit and Booking.com. Resy bookings finish on Resy.23 Apr 2026Live
Alexa+Tables and appointmentsBy voice, through OpenTable and Vagaro. Square appointments were announced for 2026.2025Live
Meta MuseAnything on the webA personal agent that opens a browser and fills in forms. Checks with the person before a purchase.Sep 2026Live

“Partly” for ChatGPT means OpenAI says OpenTable reservations work globally; we couldn't confirm it with an Irish restaurant. “Not confirmed” means the company hasn't said which countries it covers.

How agents book

Three routes to your diary

An agent can only book you in one of three ways. Which one applies to you decides whether you get the booking.

A booking platformOpenTable, Resy, Fresha, Booksy, Vagaro and similar
How it works
The assistant has a formal link to the platform. It reads your free times and prices directly, then books in the chat or sends the customer to the platform to finish.
Where it works today
This is how almost all agent bookings happen today: ChatGPT, Google, Claude and Alexa+ all work through platform partners.
Where it breaks
Only if your platform is a partner in that assistant and that country. Many platforms have no agent link yet, and several are US-only.

Ask your booking provider which AI assistants it works with, in which countries, and whether bookings land in your diary automatically.

Watch it try

Same clinic, two websites

The same booking, attempted on two versions of one clinic's website. Press play, or go step by step.

The task · “Book a sports massage on Thursday after 6pm” · step 0 of 5
dockstreetclinic.ie · version A
  1. Find the service and pricePrices are in a scanned PDF. The agent may misread or skip them.
  2. Check it's open on Thursday eveningOpening hours only appear in an image in the footer.
  3. Find a free time“To book, call us during opening hours.”
  4. Fill in the customer's detailsNever gets here.
  5. Confirm the bookingTells the customer to phone the clinic themselves.
Not booked. The customer moves on.
dockstreetclinic.ie · version B
  1. Find the service and priceServices and prices are listed as text on the page.
  2. Check it's open on Thursday eveningHours are in text, and match the Google listing.
  3. Find a free timeFree times are listed as buttons: 18:00, 18:30, 19:15.
  4. Fill in the customer's detailsA plain form with labelled fields: name, email, phone.
  5. Confirm the bookingAsks the customer to approve, then books. The clinic sends a confirmation.
Booked, with the customer's approval.
Where agents get stuck

Seven things that stop an agent

What we know from the assistants' own documentation and from research on live websites, and where we're giving our own view.

What stops itWhat happensWhat we knowThe fix
“Prove you're human” checksMost agents stop and hand the task back. Anthropic doesn't let Claude solve them at all.In a 2025 test, the best agent solved 40% of these puzzles; people solved 93%.Use invisible bot protection, or put any check at the very last step.
Accounts and loginsChatGPT's cloud browser pauses and asks the customer to sign in themselves.OpenAI's help centre, 2026.Let people see free times and book as a guest.
Deposits and card paymentsEvery major agent asks the customer before paying. In the EU, card payments usually need the cardholder to confirm anyway.OpenAI, Anthropic, Microsoft and Meta documentation; EU payment rules (PSD2).Expect the customer to approve. Show the deposit and terms clearly.
Blocking agentsOpenAI says each website decides whether to let its browser in. Resy doesn't allow unapproved agents, and Amazon blocked Meta's Muse.OpenAI help centre; Resy; TechCrunch, Sep 2026.Decide on purpose. Check your bot protection isn't turning away customers' agents by accident.
Pop-ups, sliders and drag-and-dropAgents struggle to close banners and to use sliders or drag-and-drop pickers.WebGames and BrowserArena studies, 2025.Plain buttons and lists, and one cookie banner that's easy to close.
Phone-only bookingThe agent can't see a free slot, so it moves on. Only in the US can some agents phone for the customer.Google Search help, 2026.Add at least one way to book online.
Prices and hours in PDFs or imagesHarder to read reliably, and easy to let go out of date.Our view. No study has measured this yet.Put them on the page as text, and keep your listings in sync.
When it goes wrong

Agents make mistakes too

Two cases from the US this month show what businesses should be ready for, even if the customer, not you, chose the agent.

Too many requests

An agent kept checking for a table

A diner's personal agent checked one New York restaurant on Resy roughly 200 times an hour, around the clock, by his own account. Resy deactivated his account, then later reinstated it.

Source: Restaurant Business, 10 Sep 2026
The wrong booking

An agent booked a restaurant nobody chose

Another diner's agent booked a restaurant he had never suggested, with a 100% cancellation charge of about $200.

Source: CNN, 23 Sep 2026
Confirm every booking

An email or text to the customer lets them catch an agent's mistake before the day.

Keep terms fair and visible

Deposits and no-show fees, shown before the customer confirms. In Ireland, a disproportionately high charge is presumed unfair.

Tune your protection

Limits on repeated requests protect your diary. Set them so a customer's agent booking once still gets through.

Check your business

Could an agent book you?

Nine things that decide whether an agent can find you, understand you and book you. Tick what's true today.

0/9in place
Most agents would pass you by

Tick what's true for your business today. Most of these take less than an hour to fix.

The EU and Ireland

What's here today

Most agent booking hasn't reached Ireland or the EU yet. That gives businesses here time to get ready before it does.

ChatGPT

OpenAI says its OpenTable reservations work globally. Resy and Yelp bookings are US and Canada only.

Google AI Mode

The AI search works in Ireland, but its booking features are US only, plus the UK and seven other markets for restaurants.

Alexa+

In early access in Germany, France, Italy, Spain and Austria, and in the UK with OpenTable. Not in Ireland.

Booking platforms

Fresha connects to ChatGPT and Claude, with bookings finished on Fresha. We found no such link for Phorest, Treatwell or Timely.

In IrelandCustomers are ready before businesses are

42% of Irish internet users had used generative AI in the previous three months, and 65% of those aged 16 to 29. Among small firms with 10 to 49 staff, 17% used AI in 2025.

On 25 September 2026 the Data Protection Commission said it had worked with five companies on agentic AI launches in the EU, and flagged a continuing lack of transparency about how they handle personal data.

The rules

What applies when an agent books

No EU law is written specifically for AI agents booking on someone's behalf. These existing rules already apply, in the EU and in Ireland.

RuleWhat it means when an agent booksApplies
EU AI Act, Article 50AI that talks with people must say it's AI, unless that's obvious. The duty sits with whoever builds the AI: the maker of the customer's agent, or the vendor of your AI receptionist. The Commission's guidance names AI agents. An agent using a booking system directly, machine to machine, is outside it.Since 2 Aug 2026
EU AI Act, Article 2(10)People using AI for purely personal reasons have no duties under the Act. The customer isn't the regulated party; the agent's maker is.Since 2024
GDPRA booking made by an agent is still personal data, and you're responsible for what you receive. A booking with a dentist or physio can reveal something about health, which needs extra care.Since 2018
Consumer Rights Act 2022 (Ireland)The consumer is the person, not their agent. Before an online booking that costs money, the key terms must appear directly before the order and the customer must explicitly agree to pay. Then you send a confirmation. That applies whoever, or whatever, does the clicking.In force
Cancellations and no-showsThere's no 14-day cancellation right for restaurant bookings or for leisure services booked for a specific date. Whether a haircut or a physio slot counts isn't settled. A disproportionately high no-show charge is presumed unfair.In force
Strong customer authentication (PSD2)Online card payments usually need the cardholder to confirm, so an agent paying a deposit normally stops and asks the customer.In force
European Accessibility ActOnline booking and e-commerce services must be accessible. In Ireland the CCPC enforces it for e-commerce. Micro-enterprises providing services are exempt.Since 28 Jun 2025
Digital Markets ActGoogle was fined €460 million for favouring its own results in Search. The Commission says the Act also applies where AI is built into gatekeepers' services, which matters for which businesses an assistant shows.Fine: 23 Jul 2026
What's next for the EU

The next two years

Dates that will shape how agents book in Europe. Some are law, some are only planned or proposed. Pick one to see which.

Today
Already applies25 Sep 2026 · Ireland's DPC on agentic AI

The Data Protection Commission reported it had worked with five companies on agentic AI launches in the EU, and found a continuing lack of transparency about how they process personal data.

Not announcedGoogle's booking features in the EU

AI Mode booking reached the UK and seven other markets in April 2026. Google hasn't said when, or whether, it comes to Ireland or the EU.

ExpectedAI agents in consumer law

BEUC, the European consumer organisation, wants clear rules on information, unfair terms and protection against an AI's unexpected actions when it agrees contracts for consumers.

PilotsPayments by agents

Mastercard ran its first live European agent payment with Santander in March 2026, as a pilot. Card payments by agents still stop for the customer to confirm.

Under negotiationGDPR changes for AI

Proposals in the Digital Omnibus would change how personal data can be used for AI. They are still proposals, not law.

StartingWho checks AI disclosure in Ireland

The AI Office of Ireland coordinates, with the CCPC, the DPC and other regulators overseeing AI in their areas. Their first guidance will show how they treat agents.

EvolvingWho lets agents in

Booking platforms limit bots, and Amazon blocked Meta's Muse. Expect lists of approved agents, and agents that sign their requests so websites can tell who they are.

This month

Five things to do now

None of these need new software, and all of them help human customers too.

Ask your booking provider

Which AI assistants it works with, in which countries, and whether agent bookings land in your diary.

Put the facts on the page

Prices, hours, address and cancellation terms as text, matching your Google and Bing listings.

Book yourself, on your phone

Without logging in. Every extra step you notice is one an agent may fail.

Check what you block

Ask whoever runs your website whether your bot protection blocks AI agents, and decide on purpose.

Write fair terms

Clear, proportionate deposit and no-show terms, shown before the customer confirms, and a confirmation after.

The bigger picture

The businesses agents can book will get the bookings

For now, agent booking is mostly a US story, and even there it runs through a handful of platforms. But the direction is clear: the big assistants are adding booking one market at a time, and the UK was next in line this spring. When it reaches Ireland and the rest of the EU, the businesses that are easy to book will be the ones that get chosen.

The good news is that being ready for an agent is mostly being easy to deal with for anyone: clear prices and hours, an online way to book, fair terms and a confirmation. We'll update this article as booking features reach Ireland, and the date at the top will tell you when we last checked.

DL
Written byDirk LaudonFounder, SproutMedia

AI specialist with a master's degree in Business Informatics, studied in Germany and Sweden with a focus on artificial intelligence. Dirk has spent years building software and apps, and has worked hands-on in e-commerce, affiliate marketing and social media, so he knows how customers find and choose a business online. At SproutMedia he helps businesses get ready for their customers' AI assistants and agents.

LinkedIn

SproutMedia writes about AI agents and agent readiness for service businesses in Ireland, Europe, the United States and beyond.

Sources

  1. OpenAI: ChatGPT release notes (restaurant reservations, 10 August 2026)
  2. OpenAI: using cloud browser in ChatGPT
  3. Resy: reservations in ChatGPT (10 August 2026)
  4. Yelp: reservations and waitlists in ChatGPT (10 August 2026)
  5. Google: agentic booking in AI Mode for all US users (17 November 2025)
  6. Google: restaurant booking in AI Mode comes to the UK (10 April 2026)
  7. Google: Search at I/O 2026 (19 May 2026)
  8. Google: book travel in AI Mode (27 August 2026)
  9. Google Search Help: agentic capabilities in AI Mode
  10. Google Business Profile Help: automated calls on behalf of customers
  11. Anthropic: connectors for everyday life (23 April 2026)
  12. Anthropic: using Claude in Chrome safely
  13. Amazon: Alexa+ (updated 21 July 2026)
  14. Amazon: Alexa+ international launch (16 September 2026)
  15. Meta: introducing Muse (September 2026)
  16. OpenTable: new product features for restaurants (26 August 2026)
  17. Restaurant Business: AI agents can help diners book a table. It can also get them banned (10 September 2026)
  18. CNN: now AI is trying to gobble up dinner reservations (23 September 2026)
  19. TechCrunch: Meta's AI agent has been blocked from using Amazon.com (21 September 2026)
  20. ClawBench: can AI agents complete everyday online tasks? (2026)
  21. Open CaptchaWorld (2025)
  22. WebGames (2025)
  23. BrowserArena (2025)
  24. Menlo Ventures: 2026 state of consumer AI (16 September 2026)
  25. Regulation (EU) 2024/1689, the AI Act (EUR-Lex)
  26. European Commission: transparency obligations under Article 50
  27. Data Protection Commission: AI insights report (25 September 2026)
  28. Consumer Rights Act 2022 (Irish Statute Book)
  29. EBA Q&A 2018_4031: strong customer authentication
  30. National Disability Authority: the European Accessibility Act
  31. European Commission: Google fined €890 million under the Digital Markets Act (23 July 2026)
  32. European Parliament legislative train: Digital Fairness Act
  33. BEUC: towards the Digital Fairness Act (2 December 2025)
  34. CSO: household digital consumer behaviour 2025
  35. CSO: information society statistics, enterprises 2025 (AI)

Checked on 29 September 2026. Figures from OpenTable and from surveys commissioned by interested companies are their own claims. Features and countries change often; check each assistant's own pages for the latest. This article is general information, not legal advice.