Good afternoon, and thank you for joining Airbnb's earnings call conference call for the fourth quarter of 2025. As a reminder, this conference call is being recorded and will be available for replay from the Investor Relations section of Airbnb's website following this call. I will now hand the call over to Andrew Slabin, Vice President of Investor Relations. Please go ahead.

Good afternoon, and welcome to Airbnb's Fourth Quarter of 2025 Earnings Call. Thank you for joining us today. On the call, we have Airbnb's Co-Founder and CEO, Brian Chesky; and our Chief Financial Officer, Ellie Mertz. Earlier today, we issued a shareholder letter with our financial results and commentary for our fourth quarter of 2025. These items were also posted on the Investor Relations section of Airbnb's website. During the call, we'll provide some brief opening remarks and then spend the remainder of time on Q&A. Before I turn it over to Brian, I'd like to remind everyone that we'll be making forward-looking statements on this call that involve a number of risks and uncertainties. Actual results may differ materially from those expressed or implied in the forward-looking statements due to a variety of factors. These factors are described under forward-looking statements in our shareholder letter and in our most recent filings with the Securities and Exchange Commission. We urge you to consider these factors and remind you that we undertake no obligation to update the information contained on this call to reflect subsequent events or circumstances. You should be aware that these statements should be considered estimates only and are not a guarantee of future performance. Also during this call, we will discuss some non-GAAP financial measures. We provided reconciliations to the most directly comparable GAAP financial measures in the shareholder letter posted to our Investor Relations website. These non-GAAP measures are not intended to be a substitute for our GAAP results. And with that, I'm pleased to turn the call over to Brian.

All right. Thank you, Andrew, and good afternoon, everyone. Thanks for joining. I'm going to start with a quick recap of our Q4 results, and then I'm going to spend a little more time on what's driving them because that's really where the story is. Now in Q4, we delivered strong results across the board. Revenue grew 12% year-over-year to $2.8 billion, exceeding the high end of our guidance. Gross booking value grew 16% year-over-year to $20.4 billion. This was our highest growth quarter in more than 2 years. Nights and seats booked grew 10%, our strongest quarter of the year. But what matters most is the momentum that we're gaining. In a marketplace, reaccelerating growth isn't as simple as stepping on the gas pedal. It's more like turning a cruise ship. It takes time and discipline, and you don't always see it from one quarter to the next. The acceleration that you're seeing didn't happen by accident. It's a result of a deliberate path that we've been on for the past few years. So let me walk you through it. Airbnb grew incredibly quickly in the years leading up to our IPO, faster than we'd ever imagined. We were like a public -- we were like a company built to be a 2-story house. But we went public, we want to keep building, but you can't add 10 floors to a house that wasn't designed for it. You need a stronger foundation. So we rebuilt our tech platform. We rebuilt the app cab by cab. And over the last few years, we improved nearly every part of the guest and host experience. So rebuilding the foundation wasn't enough. We also need to innovate faster. Now when I look back at what drove Airbnb's early success, it wasn't just the…

Thanks, Brian, and good afternoon, everyone. As Brian just shared, we're seeing increased momentum in our business. I'll start with Q4 financial results, and then I'll cover our outlook for Q1 and the full year 2026. Q4 was a great quarter for Airbnb. Gross booking value grew 16% year-over-year to $20.4 billion, driven by strong growth in both bookings and price. Nights and seats booked increased 10% year-over-year, an acceleration from Q3 with strength seen across all regions. By region, Latin America grew in the high teens. Asia Pacific grew in the mid-teens. EMEA accelerated in the high single digits and North America grew in the mid-single digits. Now going into the quarter, we expected a tough comp given a particularly strong Q4 in 2024. And as the quarter played out, we saw a slightly better macroeconomic environment than anticipated. But more importantly, our product road map delivered material lift to the business. As Brian shared, we've been steadily making it easier to find and book a home on Airbnb. In Q4, a few updates in particular helped drive our acceleration. The launch of Reserve Now, Pay Later, updates to our cancellation policies and the beginning of our migration to a simplified fee structure. Reserve Now, Pay Later saw significant adoption among knowledigible guests in Q4. It's also led to longer booking lead times and a mix shift towards larger entire homes, especially those with 4 more bedrooms, contributing to the increase in ADR. And as Brian mentioned, given the positive results, we've decided to roll it out to more guests globally and to cross-border stays in the U.S. Our updated cancellation policies and simplified fees also contributed to both NIKE and GBV growth in the quarter. As a reminder, beginning in October, we started simplifying our fee structure, which…

[Operator Instructions] Your first question comes from the line of Richard Clarke from Bernstein.

I guess AI is the topic du jour, and you gave some helpful remarks about why the AI bots today can't match what Airbnb do. But given the sort of speed of innovations going on, why do you think those AI platforms couldn't launch a short-term rental platform over time? And maybe secondly, do you see any risk that you'll have to share your economics with an AI platform at some point going forward? Or do you expect you'll be able to retain the same level of direct traffic you have today in an AI world?

Yes. I mean it's a great question. Let me start by saying this. The vast majority of what is Airbnb is not the app that you see. First of all, we have a whole host app, which is really critical, and we've built this over 18 years. We handle more than $100 billion in payments through the platform. Customer service is one of the most difficult problems in Airbnb. We don't have SKUs. People -- we need to adjudicate between people speaking different languages. We provide insurance and protection for everyone. We do a lot of verification. 90% of people who book on Airbnb send a message. You can't send a message without verified ID. We have 200 million verified IDs, which is more than U.S. passports in circulation. The vast majority of our homes and our unique inventory is only on Airbnb. We're adding more offerings over time, and we think people are going to want to put them together into an itinerary that they could bring on in their phone with them when they're traveling. I think these chatbot platforms are going to be very similar to search. They're going to be really good top-of-funnel discoveries. And in fact, what we've seen is I think they're going to be positive for Airbnb. And I'm very, very deep in this space. And what we see is that traffic that comes from chatbots converts at a higher rate than traffic that comes from Google. But the other thing to know, and this is the most important point, is that these models are not proprietary. The models in ChatGPT, the models in Gemini, the models in Claude and the models like Kiwi are available to every single company. And so pretty soon, every company becomes an AI platform if they make the shift. We will be able to build everything everyone else will have if we use their models. And we believe specialization will win in travel because if somebody wants to find an Airbnb or have a trip, we can take their model, the same model they use, we can post train it and tune it based on our million interactions. We can connect it to our customer support agents. We can connect it to our host. And that's fundamentally what we think. It's why we've hired Ahmad Al-Dahle, one of the foremost leading experts in AI. Ahmad Al-Dahle, in fact built one of the models. He built the Llama model. And we want to build a team to make our company much more of an AI-native company. So I think that for chatbots or AI companies to win, we don't need to live in a world where everyone else has to lose. I don't think that one company is going to own everything. I think we're going to be able to work together. And these companies will be very helpful top-of-funnel traffic generators for Airbnb just like Google.

Your next question comes from the line of John Colantuoni from Jefferies.

Okay. I wanted to ask one on Asia region. NIKEs growth was still strong at the mid-teens and mid-teens, but did moderate from recent quarters. I know it's your smallest region, but I was hoping you could talk to what drove the slowdown and how you think about growth -- the growth opportunity in Asia Pacific over time. And second, I was curious on the services and experiences, have you seen any signs that they're helping you acquire new customers that you can convert to accommodations given that over half of your experiences weren't attached to an accommodation bookings.

Let me start with the Asia question. So when we look at our performance on APAC from a destination perspective, overall growth has been, I would say, relatively stable over the course of 2025. That being said, we see a tremendous amount of opportunity in terms of future growth for the region. What I would say in terms of APAC is that, obviously, there is different pockets in terms of where we have seen substantial growth. As you're probably aware, we have relatively high levels of penetration in Australia, which we factor into that number, whereas we're relatively nascent in some of the, I would say, continental countries, in particular, places like India, Southeast Asia, Korea, et cetera. What we shared in the letter is that we're seeing nice performance in those markets that we have begun focusing on. So in particular, what I would call out is domestic Japan. That's a market and segment that we began our expansion playbook back in Q4 of '24 and have seen some nice results. Second, I would call out India, which we mentioned in the letter, a huge market where we are seeing really substantial growth. So 50% growth in the last quarter, very strong, and we see opportunities to accelerate that growth in '26. So the broad story in APAC is stable. We are seeing some very positive signs in particular markets that we're leaning into, and it's the focus of our international markets expansion strategy going forward. Second question. Yes. I mean what we called out in terms of the dynamics of where we are finding experience booking, the call out in the letter that we provided is about 50% of our experience bookings today come from guests that are unattached to a homes booking, meaning they are not already staying with us in a home and therefore, attached to the trip an incremental experience. They may be staying in a hotel in that market. They may be not traveling at all. And what I would say there is it's a very exciting opportunity for us in a couple of forms. One is it provides a new segment of guests that we can, in the future, convert to home guests. It also gives a sign that with these new products and offerings, we have the opportunity to have a higher frequency guest usage beyond just a big trip. So for example, something that we see in Paris is that there's been a really nice uptick in terms of, in particular, our Airbnb original experiences by local Parisian, which tells us that, that category of inventory, albeit highly differentiated, is a great opportunity for us to attract global crowds to our app.

Yes. I think one of the things that I called out in my opening remarks is we're seeing a lot of momentum about getting new offerings off the ground and piloted. And our basic idea is it's not dissimilar from Amazon in the late '90s where they started as a book retailer. The unifying idea of Amazon, though, probably was the cardboard box. In other words, everything that you could send in a cardboard box. And so you could send all these different things and they added one category at the other. I think the unifying idea for is the trip. We take a very, by the way, broad definition of the trip, including 30-day stays and even longer. But there are so many different components that we can offer. And the basic idea is we want every new offering to be strong enough to stand alone, but better together. And so the hotel is a great example. There are some people that only stay in Airbnb. There are some people that only stay in hotels. Most people are [indiscernible] and some trips are better in Airbnb and then some trips, if you need a last minute stay, you're traveling for business, you're doing more night, it's really good for hotels. So we think that all these components can make the overall offering better. There's a lot of synergies.

I guess can you give us a sense of how Reserve now, pay later cancellations have been pacing relative to your expectations, perhaps particularly in the face of weather disruptions in the 1Q? And then how you're thinking about baking in cancellation expectations to your full year adjusted EBITDA guide? And then secondly, in the past, you've talked about how AI search will preclude your deployment of sponsored ads. Can you maybe just unpack that a bit more and explain how AI search particularly may help you bring sponsored ads to market a bit more quickly?

So first, on the question of Reserve now, pay later and the impact of cancellations. If we stack up for a moment, before we launched Reserve Now, Pay Later in the U.S. back in the summer of 2025, we extensively tested the product to ensure that by the time the cohorts opting into the product had reached their check-in date that it was net beneficial to the business, meaning that the growth in bookings was larger than the net increase in cancellations before check-in. We're doing that level of testing for each incremental segment. We are considering expanding Reserve Now, Pay Later out to ensure that the net benefit is obviously positive for the business. What I should say is that in the segments that we have launched this offering, the cancellation curves have been very close to what we saw from a tested perspective. And so we feel frankly, quite good about the progress and the performance of that offering. In terms of its impact over the full year, obviously, there is a bit of a pull forward in terms of when people make their bookings, but we are already absorbing the elevated level of cancellations from that product. I think one piece of perspective is that in terms of the aggregate nominal increase in cancellations rate, it's approximately 1%. So an average of maybe 16% cancellation rate historically going to 17%. It's obviously higher within the cohort that chooses that product, but it's not hugely material relative to the broader cancellations on the platform. Final thing I would just note on Reserve Now, Pay Later, as we've called out, it is lengthened lead times, which we think is good from a competitive perspective. And second, it has a modestly positive impact in terms of increasing ADR as consumers who don't need to extend a huge purchase on their credit cards are more likely to choose a slightly [indiscernible] listing.

Yes. And then on the AI search and how would it impact sponsored listings, I've been asked quite a few earnings calls about sponsored listings. And one of the things that being really clear with the -- after the launch of ChatGPT was that traditional search was going to become essentially conversational AI search. And that what we wanted to do is really design AI search, really see how that works. And then if we are going to do sponsored listings, we design that ad unit in that form factor. So we're focused, first and foremost, on the most perishable opportunity, which is AI search. Actually, funny enough, we are doing tests as we speak. So AI search is live to a very small percent of traffic right now. We're doing a lot of experimentation. The way we do things with AI is much more rapid iteration, not big launches. And over time, we're going to be experimenting with making AI search more conversational, integrating it into more of the trip. And eventually, we will be looking at sponsor listings as a result of that. But we want to first nail AI search.

Your next question comes from the line of Brian Nowak from Morgan Stanley.

Brian, maybe to go back to that last question on AI search. Maybe as you sort of another bigger picture one. As you sort of sit here in early 2026, if we're sitting here a year from now, what are the areas you're most focused on or seeing improvements to the platform using AI this year? That's one. And then two, maybe one just on the P&L impact. Any help at all on how you're thinking about the impact on gross margins from increased AI investment this year versus last year?

Yes. I can answer -- I can answer both of them. And I'll start with the second one. I think one of the great things about Airbnb is that we have a very, very cost-efficient innovation model. So unlike other companies, we're not building models. We do not have a huge CapEx cost base. So our investment in AI will not affect the P&L. I don't think you'll see it in the P&L. That's number one. Number two, it's a year from now, if we're successful AI would it be seen, I think 3 or 4 things. Number one, let's start with customer service. Right now, nearly 30% of tickets in North America that are English-based are handled by an AI agent. A year from now, if we're successful, significantly more than 30% of tickets will be handled by a customer service agent in many more languages in all the languages where we have live agents and AI customer service will not only be chat, it will be voice. You can actually call and talk to an AI agent. We think this is going to be massive because not only does this reduce the cost base of Airbnb customer service, but the kind of quality of service is going to be a huge step change. Not only can you get responses in seconds, but the agents using AI are going to be significantly more productive. That's number one. Number two, it's going to make our engineers and everyone at Airbnb significantly more efficient. More than 80% of engineers are now using AI tools. That soon will be 100%. But of course, that metric is a bit of a bandy metric. The real question is, what's the culture of the company? Are you a start-up? Are you highly adaptable to the…

Your next question comes from the line of Doug Anmuth from JPMorgan.

This is Dae Lee on for Doug. I have two. First of all, looking at the 2025 revenue acceleration guide, could you help us think through the acceleration drivers across the core markets, expansion market services and perhaps any tailwinds from major events like the World Cup and Olympics? And are you anticipating any top line benefits from some of these AI innovations that you discussed?

Certainly. So when we think about the growth outlook for 2026, we are certainly taking into account the momentum that we've seen coming off the launches that we've mentioned driving the Q4 results. We anticipate those will continue to benefit the top line in the beginning of '26, and we're obviously looking to expand upon them. Beyond those that I mentioned, we're obviously continuing to invest in several other growth levers. In particular, we're investing in incremental supply. We're investing in our expansion markets and several other key initiatives. In terms of the back half of the year, we'll obviously be comping some of the launches that we had in Q4. So we'll lap those, but intend to have incremental growth levers throughout the year to support that. You asked just about the major events. Obviously, the Milan Olympics is happening right now, and we're looking forward to FIFA this summer. I would say those two events, in particular, they are large events on the platform, but in scale are very small portions of the overall business. So we're looking forward to them. They will be additive in the quarters that they hit. But I would say on the larger events, the benefit of those events is not just the bookings during the period of the event instead of the benefits we get from increasing overall awareness of the brand, driving incremental supply in those markets and more broadly, the brand halo we get from connecting our brand with such beloved global events. What we've seen actually for the current Olympics and the past Olympics is that guests who know of the brand partnership between Airbnb and the Olympics have a more favorable impression of the brand. So many reasons that we do those only one is the in-period impact to the business. And then in terms of the contribution from AI, I would say, as Brian shared, we will be -- we are currently piloting AI search. We have nothing baked into our outlook in terms of the benefit from that deployment.

Your next question comes from the line of Lloyd Walmsley from Mizuho.

Two, if I can. First, just on hotel. When we talk to hotels and connectivity partners, we hear like an enthusiastic response on working with you guys, but there's also -- it sounds like a lot of friction with the connectivity APIs and sort of supporting multiple rates. It seems like there's a lot of friction today. Just wondering, are you sort of committed to building or rebuilding those connectivity layers? And what other things are you guys doing to sort of build foundations on hotel? And then second question, just stepping back, opening up the aperture of inventory, whether that's more mainstream hotel or experiences, it would seem like you could unlock significant TAM by just going a bit more mainstream. Brian, how do you feel about having more of that type of content on the site and the trade-off between sort of keeping things unique versus addressing bigger and bigger portions of the market? Would love to just hear how you think about that.

Yes. It's a great question. Again, I've gone back to Amazon as a pretty good reference point for us. They started with one category books. They became synonymous with that single category and eventually, they rebuilt their platform to expand in many categories. That's our strategy. And so the answer to your question, yes, we are opening the aperture. We're opening the aperture and accommodations. We're opening the aperture beyond accommodations and beyond places to stay. One of the reasons we are able to do this is AI allows us to personalize. Some people come to Airbnb and all they want to see our unique homes. And before AI, like personalization was a little more primitive. So if they saw a hotel, it might be jarring. Now we can really personalize. So people who just want to see Airbnbs can see Airbnbs. People just want to see hotels, we can eventually personalize, they can just see hotels. If people want to see both, we can know if you're booking last minute, night, then we're going to show you a hotel. If you're booking a family of five in Italy, we're going to show you a home. So it really goes back to personalization. The more personalized we are, the more types of inventory we can offer. So this then, I think, goes to our broader strategy. What is our strategy for hotels? Our strategy for hotels used to be that we thought of them as filling in network guests when a home is booked and when homes are high occupancy, you can get a hotel. What we've now evolved to is a much bigger strategy, a much more expansive strategy. It turns out, obviously, as we spend a lot of time with our guests that a lot of guests love to book homes and hotels. And we ran an ad campaign, some trips are better on Airbnb, but it also means some trips are better in hotels. And so if you're booking last minute, if you're booking 1 night, if you're booking for business, if you're staying for a conference, this might be a really good reason for the hotel. But also, we're really focusing on boutiques and independence and a large percent of the inventory -- in the hotel inventory in the world are boutique and independent. They're providing threat hospitality. I mean these hotels really fit the ethos of the Airbnb brand. And these are not niche. This is a huge percentage of the hotels in the world. And as we spoke to these affiliates, they've been very, very enthusiastic. They want to list another channel. They like their local mission. They love the merchandising. We love the type of travel work we have. So we think as we get more aggressive hotels, not only do we open up the aperture to a huge TAM of hotels, it actually strengthens home.

Your next question comes from the line of Stephen Ju from UBS.

Great. So Brian, can we revisit the halo effect that you might have seen following the Paris Olympics and how that might have helped you from either an awareness or greater user, I guess, experience or comfort perspective and how that might ripple through after the World Cup here in the United States. And Ellie, even at the low end of your revenue guidance to keep margins flat, you have to figure out a way to spend some $800 million more year-over-year. So just wondering where the larger spend buckets are going to be for this year.

All right. So let's start with the Paris Olympics and how it may -- what it might portend for the World Cup. The Paris Olympics was massive for our business, not just in Paris, but really all over France and globally. One of the things that happened was events are likely the very best way for us to add new supply. And one of the great things about adding supply for events is it's usually everyday people listing homes that are often exclusive to Airbnb. So this is really, really compelling. And in fact, this is how we started Airbnb. As many of you know the founding story, we started to provide housing for events. And we've designed and built our platform for -- from the very beginning. The great thing about events in Airbnb is a lot of people have no intention of becoming a host. They have no intention in doing this year around. But an event comes to town and they want to make money 1 week and they list their place and they introduced the concept of hosting and they realize they like it and they continue hosting. 40,000 people who list their homes in Paris have continued hosting, and that's been really, really powerful for us. So the other thing was really powerful from a policy standpoint I think Airbnb goes from sometimes a problem cities have to deal with to a solution to the problem. And what we know is these large events, hotels can't accommodate everyone. So it's a bit of a reset moment where we can actually come and tell cities that we actually can be a solution to your challenge. And it is just a great way to experience Airbnb because it's a great way to bring cultures together. And the thing about the World Cup that's so powerful is, obviously, as you know, it's in 3 countries. And so it allows us to handle really important markets, not only important markets in the United States, but like Toronto and Mexico City, 2 of our most important markets in the world. So I think the World Cup will be massive. We have the Milan Olympics happening right now. The Milan Olympics was not only great for Milan, not only great for Northern Italy, but was great for our relationship with the Italian government. And I think that we don't just need the World Cup. We don't just need the Olympics. We actually can work with smaller events like Lollapalooza. We can work with really local events. So the event strategy scales from big global events down to local events, and we think they're one of the best ways to recruit supply, and that's what we're going to do to grow our supply in Airbnb.

Let me answer the second question about EBITDA. As we look at the construction of the '26 P&L relative to '25, obviously, the top of our P&L in terms of cost of revenue and cost and support will scale somewhat linearly, we'll have some efficiencies there, but they will scale somewhat linearly with obviously, the growth in revenue. where you will see some incremental investment to drive growth is obviously in sales and marketing. This is both in the form of programmatic marketing, but more so in terms of our go-to-market efforts. What this means is all of our efforts around acquiring supply, not just homes, but obviously also for experience services and hotels. And then we will also continue to grow our investments in product development to allow for a greater accelerated pace of innovation. I would say more broadly, talking about the '26 P&L, hopefully, it was clear in our opening remarks as well as in the letter -- our ambition is to accelerate the top line, and we're giving ourselves the flexibility within the stable margins compared to last year to invest to achieve that acceleration. We're quite proud of the level of profitability that we have achieved historically. And the focus right now is, again, accelerating growth within those very strong stable margins.

Your next question comes from the line of Justin Post from Bank of America.

Brian, in your prepared remarks, you talked about app improvements and obviously improving supply. Are you seeing any improvement in repeat rates or customer service scores? Or what kind of feedback are you getting on that? And then, Ellie, maybe you could talk about the U.S. room night growth. It definitely has got back to mid-singles. What's your outlook for that as we look forward?

Yes. I mean I could start with -- one of the things we noticed is the repeat rate of Airbnb is pretty much -- you can simplify it down to the satisfaction of the guest. The satisfaction of the guests first and foremost, the satisfaction of the home and then if something goes wrong, the satisfaction of customer service. That's why we focus, first and foremost, on host quality. Now that guest favorites are approximately half of our bookings, the quality -- the trip quality, which is a score we look at, has gone up significantly. That means satisfaction has gone up. That means that repeat use is stronger -- is really strong, and I think that explains a bunch of our re-acceleration. And customer service is better than ever. We track NPS, and it's the strongest it's been since the pandemic by far, and it's accelerating. And I think, again, it's not just the hard work the team is doing. But again, I think the quality of the management of our marketplace, all the supply management we do. We think it's unprecedented in our category, what we do. We removed more than 500,000 listings via guest favorites. We're really, really tight on quality control. And then the customer service that we have, which is best-in-class, we think, in our category and with AI supporting it, I think it's going to continue to improve. So yes, it's been a huge tailwind for us.

Speaking to the U.S. or more broadly North America, certainly, at the beginning of '25, so Q1 and Q2, the growth in that region was quite modest, low single digits. We're excited to be able to accelerate that in Q3 and then once again in Q4. That is a byproduct, I think, one of a slightly stronger macro, but more importantly, the product changes that we have discussed in the letter and on this call. I would say heading into '26, we continue to see great momentum for North America at large, and it is one of the underpinning points of our optimism around '26.

Your next question comes from the line of Mark Mahaney from Evercore ISI.

Two questions, please. When do you think -- what's a realistic expectation for when hotels will be big enough to actually start moving the needle in terms of that revenue growth acceleration? Or do you think that, that is one of the factors behind the revenue growth acceleration this year? And then secondly, could you just talk about the take rate dynamics in Q1? What's embedded in your guidance here? Your revenue growth is sort of accelerating versus Q4, but your room night growth seems like it's slightly decelerating or similar growth and your bookings growth ex FX is slightly decelerating. So is there something that's boosting take rate in Q1 that caused that revenue growth to accelerate?

Sure. In terms of hotels, just to size hotels today, so as of Q4, hotels was a single-digit percent of total nights booked but growing nearly double that of the overall platform. So it will take some time for that business to scale to have a meaningful contribution to growth, but the current momentum is quite strong. We'll be -- as Ryan shared previously, we'll be expanding the hotel supply over the course of the year and intend to exit '26 with hotels being a meaningfully larger percent of the overall business going forward. In terms of the take rate expansion in Q1 and what's going on with the, I would say, high level of growth in Q1 relative to Q4, a couple of dynamics. First is the impact of ADR and FX. As we called out in the letter, the realized tailwind of FX in Q1 will be quite strong at nearly 3 percentage points. We're also getting the benefit of earlier lead times of bookings in Q4 that will realize in stays and hit revenue in Q1. And then in terms of the implied take rate, it should be modestly above where we were in Q1 of last year, mostly due to some timing consideration. One other small component to give you the laundry list is Easter this year is on the kind of in the middle effectively, it's on April 5. So you don't see as big a quarterly swing as we have seen in prior years when Easter moves materially in and out of Q1. But we anticipate it will support about 50 basis points of incremental revenue in Q1 and 50 basis points less revenue in Q2.

Your next question comes from the line of Jed Kelly from Oppenheimer.

Just, I guess, going back to hotels. And I get how the company was built, unique supply. But can you just talk about like why not lean into more brand hotels just because it could give the user and open up more supply and potentially bring in more new users to the platform?

Yes. I mean, we're -- a large percent of the hotels are boutiques and independent. And we want to just start there. We're not saying what we will or will not do in the future, but we think that we want to like just start with a huge number of boutiques and independents that are typically paying a higher commission than the chain and have been really aggressive with us reaching out saying that they would love to have another channel. So that's our starting place. We're not saying where we're eventually going, but this is where we're focused right now. So we're focused on our top markets in the world where there's a proliferation of great boutiques, great independence. We have more than 100 hotels in New York with more than 20,000 rooms available on the site just in New York City alone.

Your next question comes from the line of Kevin Kopelman from TD Cowen.

Great. I wanted to ask about the new all-in commission structure for PMS connected host. What are some of the benefits you're seeing from that change? And could you see Airbnb moving all of its hosts over to that structure longer term?

Yes. So I think you're probably aware of our historical structure. The business was set up with a dual fee structure where there was a 3% host fee and then variable guest fee on top of that. What we found over time is that, that dual fee structure makes it difficult for hosts to effectively price their listing. It's frankly a little bit complicated. And in particular, for those listings that are cross-listed and in particular by property managers, it often leads to incorrect pricing, meaning what the guest sees is not what the host intends. And in many cases, that means that a listing can sometimes be more expensive on Airbnb when it's cross-listed somewhere else. So from the migration that we completed back in October, which was to migrate all of our API connected hosts to the single service fee, we've seen great results. Number one is we obviously very delicately manage the communication with our host to ensure that they did not perceive this as a fee increase. And in making the migration, what we found is that many of the hosts did not take up their rate. Instead, the effective ADR to guests came down modestly, which obviously you can conclude is really great from an affordability perspective as well as elasticity and that is the reason that has been a driver or contributor to growth in Q4. We are currently piloting in certain countries a further migration for our individual hosts, again, from the dual fee structure to the single service fee. We think a more expansive migration, number one, allows it to be easier for the host to understand what they should price. It allows us to make sure that we are pricing all of our listings competitively. And we also think it's a foundational move that will allow us to, one, be more dynamic with our pricing tools as well as our fees.

Your next question comes from the line of Ken Gawrelski from Wells Fargo.

Two, if I may, please. First, with on loyalty. Brian, could you talk a little bit about -- you on past calls, have talked a little bit about a different approach to loyalty. It really hasn't come up as much, I don't think on this call, and I apologize if I missed it. But could you talk a little bit about your vision for loyalty and how that spans across the different products and services that you aspire to offer on the platform? And the second thing is maybe referring back to the shareholder letter where you talk about the speed and I think you called it the Project Y in terms of the speed of decision-making and new product releases, will this impact at all the way you think about -- you've been on a bi-annual or every 6-month cadence for new product releases, consumer -- either to the consumer or to the host. Could you talk a little bit about how maybe what you've learned or the experience you've had with this new more efficient decision-making has could inform the product release going forward?

Yes, sure. Maybe I'll start with the second question and over to the first. So we're still going to do biannual product release moment, but our methodology is going to be a little bit different. Last May was kind of a onetime like rebuilding of the platform. We had to basically rebuild our app from a home platform to a platform you can book any part of your trip. Hence, the now you can book more than -- you can need more than Airbnb. Basically, every tab in the app changed. What we're now doing is we're not waiting for a release to shift. We're really shipping every minute in every hour of every day. So the teams are shifting. We still will have the May release where we'll showcase the stuff we're doing, but we're not holding stuff back. When they're ready, we will shift them. And we use May as a bit more of a showcase of what the product improvements are you can expect this summer. So if that makes sense, it's more of a essentially marketing showcase, a product marketing showcase versus us holding back features. But we still do think telling a story a couple of times a year to our guests, our host and our shareholders about the improvements in innovation we make is a really good thing. I think releases are a really good way for us to tell the story. But again, why it means that we don't wait for release to shift. We shift the moment it's ready. And especially in the age of AI, giant moments aren't the way to do it. Do you want to iterate consistently. I think the second question was on loyalty, right? That was the first question. So yes, so we -- I think the…

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