Good morning, ladies and gentlemen. Thank you for attending today's Pinterest Third Quarter 2022 Earnings Conference Call. My name is Tia and I will be your moderator for today's call. All lines will be muted during the presentation portion of the call with an opportunity for questions and answers at the end. [Operator Instructions] I would now like to pass the conference over to your host Neil Doshi, Head of Investor Relations, you may proceed.

Thank you. Good afternoon, and thank you for joining us. Welcome to the Pinterest earnings call for the third quarter ended September 30, 2022. I'm Yoshi head of Investor Relations for Pinterest. Joining me today on the call are Bill Ready Pinterest CEO and Todd Morgenfeld, our Chief Financial Officer and head of business operations. Now we'll cover the Safe Harbor. Some of the statements that we make today regarding our performance operations, and outlook, including the impact of the COVID-19 pandemic may be considered forward looking and set statements involve a number of risks and uncertainties that could cause actual results to differ materially. In addition, our results, trends and outlook for Q4 2022 and beyond are preliminary and are not an indication of future performance. We are making these forward-looking statements based on information available to us as of today, and we disclaim any duty to update them later unless required by law. For more information, please refer to the risk factors discussed in our most recent forms 10-Q or 10-K, filed with the SEC and available on the investor relations section of our website. During this call, we will present both GAAP and non-GAAP financial measures. A reconciliation of non-GAAP to GAAP measures is included in today's earnings press release and in today's earnings press release, which are distributed and available to the public through our Investor Relations website located at investor.pinterestinc.com. Before we jump in, I'd like to note that we've decided to change our format for earnings communications, we will no longer be publishing a shareholder letter so that we can focus on providing key updates on these calls. And now I'd like to turn the call over to Bill.

Thanks, Neil. Hi, everyone. Thanks for joining our Q3 earnings call. I'm proud of our team's execution in Q3 across user growth, monetization and operating discipline. On the user side, we stabilized the user base and grew sequentially as we returned to seasonal growth trends. Our global revenues of $445 million were above Q3, 2021 as we've largely lapped headwinds from the pandemic unwind and have driven improvements and user engagement. Our U.S. and Canada miles grew sequentially for the first time since Q1 2021 to 95 million. Despite continued macroeconomic uncertainty, they grew revenue by 10% on a constant currency basis to $685 million for Q3. We delivered adjusted EBIT da of $77 million and adjusted EBITDA margin of 11%. Each of these points demonstrate that our team is operating with heightened focus and discipline, finding ways to grow the business and drive efficiencies despite the difficult macroeconomic environment. My remarks today will focus on three topics. First, how we're making Pinterest more relevant and engaging. Second, how we're driving more inspiration to action, including greater shopability, and third, how we continue to improve our monetization efforts to drive value to our advertising partners. By making Pinterest more relevant to our users, we can increase and deepen our engagement at the platform. We're doing this in multiple ways, including improving the personalization on our core surfaces, leveraging our unique opportunities of the content platform and broadening our appeal to emerging demographics effects. On personalization, we're creating much more relevant experiences for users by combining the unique first party signal on our platform, with advancements in machine learning to recommend highly relevant content to users. In Q3, this work was a meaningful driver of our return to seasonal sequential growth and global and U.S. and Canada models. It also resulted…

Thanks, Bill. Our Q3 financial performance demonstrated the effectiveness of our full-funnel advertising platform, a platform that mirrors the user journey from inspiration to action and that delivers compelling results for advertisers across multiple objectives, including awareness, consideration and conversions. When you can address the entire consumer journey, it presents a significant monetization opportunity. We've been focused on this strategy for a while, and it's been working. Over the last three years, from Q3 of 2019 to Q3 of 2022, we've grown our global users at an 11% compound annual growth rate. In the same time frame, our revenue grew more than three times faster at a 35% CAGR. This ability to grow revenue faster than users has been driven by ads innovation. And while we're happy with our results today, we think there's a lot more to come in this area. We also believe that we have an opportunity to further grow our revenue per user by deepening engagement with existing users who visit Pinterest more episodically than monthly active users. Bill mentioned the momentum we're seeing in sessions growth, and we're now leaning into this strategy. Turning to our engagement trends in the third quarter. During the quarter, 445 million global monthly active users came to Pinterest, flat year-over-year and up 12 million or 3% quarter-over-quarter. We believe that the investments we've made and the user experience were the primary drivers to return to seasonal growth patterns from Q2 to Q3. We also received a modest onetime benefit from the iOS 16 update in September, which contributed to our sequential growth in global monthly active users and U. S. and Canada monthly active users. Looking at the U.S. and Canada. MAUs were 95 million, increasing 3% sequentially with the addition of 3 million users. This is the first…

Thanks, Todd. I want to say a few words about how I approach these earnings updates because it's a bit different from how we've done things in the past. I consider communications with and feedback from investors a key priority. I view our quarterly earnings calls as one of the best channels to inform investors and analysts about the most important topics in the business, and I expect to increase the overall dialogue with our investors and analysts. And I look forward to sharing more with you when we set our Investor Day in 2023. Finally, I want to thank our team Pinterest, our advertising partners and all the people that come to Pinterest to find inspiration. And with that, we can open it up for questions.

We will now begin the Q&A session. [Operator Instructions] The first question is from the line of Eric Sheridan with Goldman Sachs. Please proceed.

Thanks so much for taking the questions. And hope everyone well on the team. Maybe coming back to a point you both made in the prepared remarks, as we turn the page on '22 and what you highlighted as an investment year, how should we be thinking about what those key investment priorities, whether it's product or platform or as we go from '22 and to '23? And if we're trying to think about what the potential impact of those priorities are, whether it be revenue growth building in '23 and beyond or the potential for margin expansion and potential in '23 and beyond, how would you frame the output from those investment priorities? Thanks.

Thanks, Eric, for the question. So a couple of things I'd say. First of all, we've really been focused on bringing clarity, focus and operating discipline to the business. And on each of those, I'd say, on the clarity side, we're a visual discovery platform with three really unique attributes: first, that we're a positive place on the Internet; second, that our users come here with high intent. So while we're a discovery platform, users have intent, which is quite different from other platforms; and then third, the human curation that happens on our platform is quite unique. And so with that clarity, we're really focused on things that can drive differentiation based on those unique attributes of our platform and making sure that we're operating well and tying these initiatives across our different functions and making sure that we're focused on the highest-yielding activities. As we go into '23, we're glad that we've stabilized the user base and returned to seasonal growth on users. And we think we've got a great ARPU story as we continue to move forward with the business. We're driving more relevance with users, and we're doing that really by leaning into these unique attributes of the platform, both in terms of how we take inspiration to action with things like shopping, making more of the content that users find on Pinterest actionable and bringing more relevant content to users, particularly content that is coming from efficient sources like user-generated content on our platform as well as what we can do with publishers and then, of course, creators also. And then finally, innovation on ad tech, where we've been making really good progress on what we're doing on the ad tech side, but we think there's a lot more that we can do there. So again, I think you're seeing some of this reflected in the results this quarter, but we think there's a lot of upside yet to go on each of those points. I'll pause. Is there anything, Todd, do you want to add to that?

No. I don't have much to add. I would say that, to Bill's point on starting to see the results, you saw it in the financial results with strength from many of our core customer base in large retail and even some falling in the CPG market for us. But it's also worth noting that in addition to the stability in the user base and even the sequential growth that we saw, Bill had referenced some sessions growth meaningfully above our user growth. We saw an improvement in saves, impressions, board creates in the U.S. and other good signals that we're now in a position to drive that ARPU story that Bill described.

Thanks so much.

Thank you. The next question is from the line of Colin Sebastian with Baird. You may proceed.

Great. Thanks very much. I have a couple. First off, Todd, I was hoping you could expand a bit on the puts and takes with respect to the Q4 guide just given the moving parts you discussed on the macro front and the various platform initiatives. And then, Bill, I was hoping you could then maybe expand on the lower-funnel shopping integrations, including checkout and some of the beta tests, if your view or strategy here has evolved since you first joined Pinterest and if these are already moving the needle or if they have a longer cycle time, perhaps in the next year, before they contribute meaningfully to growth. Thank you.

Colin, thanks for the question. I'll start with your first one on puts and takes around Q4 guidance. And then as you mentioned, Bill can speak to some of the lower-funnel work that we're doing. Currently, the headline is that October is trending, very roughly speaking, at the low end of our Q4 guidance of that guidance range that we described in the opening remarks. We've been executing very well in this environment overall and relative to others in the industry, which have been very encouraging. As you know, though, Q4 revenue is back-end weighted to November and December given holiday seasonal moments. And given this and the overall ad market volatility, there could be a wider range of outcomes, including some downside risk to our guidance. When we gave our Q3 guidance of mid-single digits growth during our Q2 earnings call in July, we indicated that July was trending slightly above that guide. And at this point, October today is trending at the low end of the Q4 guidance range, and our guide assumes a modest pickup in demand for November and December from today. It's also worth noting that our guide includes about three percentage points of headwind to revenue growth rate in the fourth quarter from foreign exchange headwinds, which is slightly greater when compared to the third quarter.

Yeah. And on your questions on lower funnel and shopping, Colin, we think there's a lot more we can do to drive intent to action across the platform. This is one of the things we think makes us very different than other discovery platform is that we have discovery with intent and purpose. And so there's a lot more that we can do to drive that intent to action. Shopping is a particular area of focus for us on that. On the strategy there, what we're really doing is looking to go meet the user where they are on the platform. We see that more than half of users on Pinterest are here to shop. They're telling us that directly. And we've had experiments with things like shopping tabs that have been sort of a part of the experience but not necessarily been core to the experience. Moving forward, we're making shopping more core to the experience. That's what users are looking for from Pinterest already. So we're quite confident in that meeting a real user need. And you can see progress on the shopping front already. For example, our Q3 revenue from shopping ads grew 50% year-on-year. So that's a good indication of the progress there. And the things you can look to see more from us, as I mentioned in my comments, starting to make every product you encounter on Pinterest shoppable regardless whether that product appeared in a scene or user-generated content. And then taking the discovery that's happening on Pinterest and making sure that for all that great discovery of products that users are finding on Pinterest, they have a clear way to take action on that, which has not always been the case historically. So going forward, we want to make sure there's much more actionability on that. And that actionability can be a hosted checkout like what we're doing with Shopify, where the user still is checking out directly with the merchant, but they're doing it in context on our platform or it can be a high-quality handoff to the retailer or the merchant like with the mobile deep link that gives the user a seamless connection with where to buy. And as we do that, we think that not only can address a lot of leaked engagement on our platform because historically, since the actionability was less, users would find things on Pinterest and then oftentimes have to go search someplace else to find where to buy them. As we give the user more actionability, we think that not only plugs leaked engagement from the platform, brings engagement back to -- deep engagement on our platform, it's also a very highly monetizable event as well. And you're already seeing that progress in our shopping ads, and we expect more of that to continue.

Great. Thank you.

Next question, operator.

The next question comes from the line of Mark Mahaney with Evercore ISI. You may proceed.

Can I try two questions, please. First, these music partnerships that you talk about, would that possibly lead to newer revenue streams? Are there different ways to monetize if you bring in music? And then secondly, Bill, I want to ask you just about AI and machine learning investments, and there seems to be a dramatic step-up in investments kind of across the industry just in that. How do you see -- is there something dramatically different that you think can be done at Pinterest with greater investment in artificial intelligence and machine learning? Thanks. That's it.

Thanks for the questions, Mark. First on the music partnerships, we look at that really as a way to make our content more attractive for users. You've seen us making good progress on that, particularly in finding efficient ways to source new content. If you look at where we had been, it was almost entirely focused on creators. We now look at creators as a part of that strategy, but there's a broader strategy on content and is looking at all the sources of content, including from publishers and partners. And this is an example of a partner. So I view this more in our broader content strategy and how we're getting more refined on the kinds of content that resonate with our users, which tend to be content that helps users satisfy intent and has a purpose and the fact that we're broadening out our sources of content for that, which generally should lead to better monetization opportunities overall over time. On your machine learning question, it's a fantastic question. And one of the things that I found quite compelling about Pinterest as part of why I joined is that machine learning is a utility that many have access to. Machine learning, though, is only as good as the signal that it's acting upon. And the human curation that happens on Pinterest, I think, is fundamentally different than the user engagement that happens on other platforms. Most of the other platforms in the discovery arena tend to be lean-back consumption platforms. And I think this is why you see as platforms like Apple have implemented privacy changes and diminish the ability to use signals like third-party cookies. And you're seeing that have different impacts on different platforms. In a platform like Pinterest that has user intent on the platform,…

Thank you, Bill.

Thank you. The next question is from the line of Ross Sandler with Barclays. You may proceed.

Hey, guys. Nice job on the quarter. A question on international. So if we look at the international ad revenue opportunity, there are some countries where consumers engage with shopping apps different than they do in the U.S. There's like live commerce, other things going on. And hence, the monetization opportunity could be more robust in one country versus the other. And if we look at like some of your more mature peers like maybe Facebook, there's a pretty normal spread between the ARPU in the U.S. in places like Europe and ROW. And the gap here with Pinterest is obviously reflecting that your U.S. business is far more mature than these international countries. So the question is like, is there anything structural that we should think about that would make your international story different? And then how quickly do you expect these new countries that you're lighting up to ramp up? Is it direct sales, self-serve? And kind of can you just explain like a Japan or some of these newer countries, how quickly they're ramping up? Thanks a lot.

All right. Thanks for the question. I'll start there and then give it to Todd to fill in some more on it. International, we definitely think there's opportunity there. You see good growth from us in some of the markets, and Todd will talk more about that. What I would say generally on shopping is we -- the thing that we believe makes us very different than other platforms, which I talked about around the intent on our platform, the human curation on our platform that gives us much richer signal than you would find in a lot of other visual discovery platforms, I think puts us in a really great position to solve the full funnel for shopping. We're a full-funnel platform, and I think you see that resonating with advertisers on our platform. And we've historically been stronger in upper and mid. We're doing more in lower funnel. So I think we're uniquely positioned across markets to address that full funnel. In a lot of ways, the first 20-plus years of e-commerce were solving for buying and not as much for the shopping part of the equation, which was sort of walking a bazaar, going into the mall and not knowing what you wanted to buy but having a general sense and then discovering. That hasn't been fully solved in the digital world. And I think -- what you see from us around our ability to create great visual exploration with really great recommendations and really rich first-party signal lets us go solve that full fundamental experience in the digital world in a way that just has not been fully solved as of yet. I think that's our primary differentiator, and it cuts across markets. And there may be things that are specific to different markets that we may tune to in one market or the next. But I think that differentiation in tying that full funnel together, I believe, is quite unique in e-commerce generally and cuts across markets. At the same time, we are managing to grow in international markets. We launched shopping last year in the EU. So it's relatively new, but we're seeing it grow well. And maybe I'll hand off to Todd there to talk about the various efforts across the markets there.

Ross, thanks for the question. I think when you take a step back and you think about the user experience and the use cases that people come to Pinterest for, the mindset of our users, that same commercial intent and planning mindset that folks bring to Pinterest in the U.S., that's very similar in our non-U.S. markets, too. So similar use cases, generally similar demographics, which is a good starting point. We were just later to begin monetizing outside of the U.S., starting more in Western Europe and then moving to Latin America and then just launching in Japan a few months ago. So very early in general, but especially early in LatAm and in APAC. There are aspects of these markets that's a little unique. So for example, you may recall when we were talking about scaling in EMEA or Europe that we noted at the time that one of the differences in the market is more agency concentration or more agency-centric selling. And so we talked about launching business access as a tool to help us navigate the agency relationships there. So there are aspects of the product experience that need to be tweaked for these markets. But when you start with why do people come to Pinterest, what do they use it for, what is their mindset, the full-funnel experience that Bill described going from idea or intent to action and marrying that against advertiser objectives, it's very similar. And it's just a question of the depth of the ad market and the prices folks are willing to pay for those slots. Is that helpful?

Yes. Super helpful, guys.

Thanks.

Thank you. The next question is from the line of Brian Nowak with Morgan Stanley. Please proceed.

Great. Thank you for taking my questions. I have two. I appreciate the color about session growth. It's pretty interesting. I'd be curious to hear about what you can share on search behavior, whether it's search queries or number of people who are searching, anything, Bill. I know with your search background, you could help us understand the behavior you see in searching, perhaps another monetization driver. And then the second one, maybe it's a little technical, but I'm just curious to hear -- the Shopify partnership has been around for quite some time now. Can you just give us some examples of blocking and tackling in the back end where you're going to be able to accelerate the merchants and the SKUs per merchant that really come on to the platform and are integrated into the experience at a faster pace? Thanks.

Thanks, Brian. Great questions. So on the session growth, yes, we were feeling good about the progress there, indicating that we're deeply engaging with our users and we think highlights the opportunity for us to continue to drive ARPU growth, which we think of as even more important than MAU growth going forward given the opportunity to do more to bring those users from episodic usage to more frequent usage. Answer on your question, we -- search is a part of what you come to the platform for. And if you look at the upper, mid- and lower funnel, and I touched on this in the comments, our revenue is split roughly third, third, third across those stages of the funnel. I'd say that lower funnel is the place where the product is even more nascent. So even though we see considerable search volume on the platform today, the fact that we do have such high intent and so many people are here to shop, we do think that lower funnel is a place that we can strengthen more and more shopping is a key part of that. And so to your second question around accelerating efforts to bring those merchants on -- so we've had good integrations with Shopify. I talked about the shopping API that we put out that really makes it much easier for merchants to go publish our catalog to us. We're at 1 billion items in the catalog now. We think there's billions more that we can add to that. And so having an API that retailers can use to not only publish our catalogs to us but also give real-time updates on inventory and pricing, we think will really help that. But then the other part of that, that is really important, and I mentioned this earlier, is shifting from shopping being a separate tab or a separate activity or a thing that a user has to seek out on the platform versus meeting the user where they are in making the products that they encounter naturally on the platform naturally shoppable. And so as we do more and more of that, we think that will really create a lot more opportunity to drive that lower-funnel activity, and search is a part of that. But really, it's the visual discovery journey and the fact that we know we have users here with intent and making that intent much more easily actionable, we think, is the broader opportunity for us. And again, you see progress on it from us already with the shopping ads growing 50% year-on-year. But we're still relatively early days there, and so we're excited. There's a lot to go.

Great. Thanks, Bill.

Thanks, Brian.

Thank you. The next question is from the line of Rich Greenfield with LightShed Partners. Please proceed.

Thanks for taking the question. I got two. One, I just want to follow up, Bill. You sort of inferred or implied in talking about October being sort of at the bottom end of the range. Just given sort of the macro headwinds that we've heard from whether it be Meta or Snap or Comcast this morning or just a few minutes ago, Amazon printing, everyone is sort of talking about sort of a very rough challenging macro. I guess I'm curious, why not just be more conservative in the Q4 guide given where October was trending? Is there something specific that you're looking to that gives you confidence in sort of a pickup in November and December? Is it sort of due to sort of the shopping nature of Pinterest and why you think you sort of accelerate or improve in the back two months of the quarter? And then just -- you laid out a lot of, I think, really good plausible drivers of Pinterest over the course of the next few years. Now that you've had a few months sink your teeth and if you had to kind of point out one thing, whether you mentioned it or not on the call so far. But what's sort of the one thing that you're most excited about creating value at Pinterest over the next 12 months? Thanks for taking the question.

All right. Thanks, Rich. I'll start with a couple of thoughts on your question on the macro and then give it to Todd to fill in there. If you look at this quarter, I think you look at us relative to our peer set. And I think it's pretty clear that in a tough macro, we found ways to differentiate and outpace a decelerating ad market. And yes, as we go into Q4, you're seeing projections from others, there's a lot of expectations around that, that will continue to decelerate. At the same time, we think there's a lot that we're doing that is cutting through. But Todd talked about the wider rain around the outcomes is an inherently back-weighted quarter with holiday shopping, and holiday shopping is something people spend a lot of time on Pinterest for holiday activities, not just shopping, but things like how they think about their decor, how do they think about planning for events, how do they think about recipes and all these kinds of things that really drive a lot of engagement during Q4. But as Todd mentioned, it's a back-weighted quarter. And so that's why there's a wider range around that. I'll pause and let Todd add into that before I come to the second part of your question.

Yeah. Rich, I mean, for sure, wanted to make sure -- I want to make sure folks understood that we're keenly aware of the environment we're operating in and what's happening in the industry. And I was hoping to call that out, the wider range of outcomes, the back-end-weighted nature of the quarter in general in Q4 for us and call out some of that risk and the wider range that may unfold. But this is our best call on where we're headed for the quarter. And I think what you can take away from that is we have a large concentration of larger retailer advertisers and large CPG advertisers that if you roll the clock back a couple of years when we were in the earlier days of the pandemic, those were the advertisers that were disproportionately slowed. And we looked relatively weak compared to the industry because we didn't have crypto, gaming apps, app download to the extent that others did. In this environment, we're seeing relative strength with those larger retailers. And with the falling in the CPG market, we saw more resilience there in the third quarter, and we're expecting some more resilience there in the fourth quarter. The last thing I would say is that we had called out -- I made mention of it in words in my script around graduating from experimental to kind of always-on budgets. And we had talked about last quarter how our joint business partnership deal volume had grown in the first half of the year, 25% year-over-year. Those are non-contractual but indications of large advertiser spend commitments. We saw that number grow to 35% year-over-year -- year-to-date in terms of JVP deal volume, joint business partnership deal volume in the third quarter. So that gives us some indication that we are an important platform for advertisers that really need to reach consumers during a period when they're shopping. And I'm hopeful that it plays out the way we described.

On your second question, Rich, you asked me for one thing that we cut through the most. I'll give you two, but they're related. So the first I've talked about a bunch, which is driving more of the intent to action. We know the user has strong intent here, but we haven't always made it as easy as it could be for them to take action on that. So we think as we make more of the things people are discovering on Pinterest directly actionable, we think there's a lot of lift in engagement that comes from that. But the same thing that's related to it is our ad platform is younger than many of the other platforms out there. And so you're seeing us make advancements in maturing the platform. As we drive greater maturity in our ad platform, there's a lot of upside in delivering more insight, more measurability to our advertising partners. And again, I think you see some of that reflected in our results with conversion year-on-year being up 20%, us giving more tools to advertisers and insights around these things. As we make that more and more mature, we think there's a lot of upside opportunity on that as well. And obviously, these two things relate to one another because that intent to action really rounds out the lower-funnel part of our story, making us a truly unique full-funnel platform that can engage with the user across every stage of their purchasing journey. So those are the two very related things, I would say, I think, have the most opportunity to really cut through and drive continued improvement for us as we go into next year.

That's really helpful. Can I just ask a follow-up on that, the acceleration in the back half of the quarter or the back two months of the quarter? Is the Google sort of lapping which happens in November, how does that factor into that as well? For Bill or for Todd?

Well, it's a little bit indirect, right? The Google lapping was an algorithm change that effectively slowed the traffic we were getting from search to the platform, so users coming to the platform through search activity, which, in general, tended to be more web-based users. I called out the success we've had in growing our mobile application user base, which has been the most resilient part of our user engagement story. That's where we make almost all of our -- I mean not all, a significant majority. Over 80% of our revenue and our impressions come from those mobile app users. So I would disaggregate the Google Search impact to revenue because we've been able to continue our financial performance despite some search algorithm changes. We did see, as I called out, resilience and stabilization and even a return to our normal seasonal growth patterns with users in the third quarter, and I would expect that to continue. But we are lapping that SEO change at the end of last year. I guess, if you were to really pick at it, you'd say that we would hopefully see some increase in monetizable supply as a result of some of these changes, but that would be at the margin.

Operator next question.

Absolutely. The next question comes from the line of Lloyd Walmsley with UBS. Please proceed.

Great. Thanks guys. First, Bill, I just want to thank you for your interest in engaging with investors and analysts. Not necessarily the norm in the space, so nice breath of fresh air. First question, just wanted to go back to the comment on seeing more always-on budget. Traditionally, we think of that as more direct response and a function of ROI improvements. And when that happens, budget tends to scale up, not just kind of be always on but leaning into ROI. So is that what we're seeing? Are we thinking about it right? It's mostly DR and really kind of position you to see kind of same client budget scale? And then the second one would just be about the third-party video content that you talked about at the beginning of the call. Can you just help us understand the margin implications of that and kind of what those deals look like? Are these like typical rev shares? Are they fixed cost licensing deals? Do any of the partner sell ads and like share revenue with you? And like how do we think about all the impact of those deals on the P&L? Thanks.

Yeah. Maybe I'll take the second one first and then give it to Todd on your first question. On the video side, I would say, each of those deals are -- I would not expect to have a material impact on margin or things like that. The macro point to take away is as we have refined our content strategy, we're finding efficient ways to go get really high-quality content that resonates with our users. So while the teams have been experimenting with short-form video for a couple of years now, there's a lot of good learnings there around the type of video content that resonates with users on Pinterest, which is oftentimes different than the video content that may resonate for those users or -- resonating for users on other platforms because users have more intent and purpose here. It's less about entertainment, and it's more about intent and purpose, which means there are often different kinds of videos that are resonant. And so finding partnerships to source those is quite efficient as compared to creator ecosystem. Again, creators are an important part of that strategy. But whereas they were most of the strategy previously. They're now a part of that strategy. And I look at these third-party partnerships as broadening out the content strategy, broadening our sources in a way that is more efficient than what you would have seen in a content -- or a creator-only content strategy. So while these deals specifically don't have some sort of negative impact to margin, I think on our longer-term strategy, you're seeing us focus on efficient ways to source content both of these third-party deals. And then I'd finally call out the creation and curation that happens on our platform is really important content as well. I've talked several times about the value of the human curation on our platform. That curation is content creation, and it's a lot of the content that our users are seeking as they're trying to put together an outfit or put together a room or put together a holiday party. The pins that come onto our platform, the board is the people curing on our platform are giving a lot of that content that we really need to service. So that's really efficient content sourcing as well. And I'll turn it over to Todd for the other part of your question.

Lloyd, thanks for the question. What I wanted to make sure you understood is -- Bill spent a lot of time in his opening remarks talking about this full-funnel platform that we've built. We have our users that go from intent to action. Our advertisers want to be there with awareness, consideration or traffic or conversion campaigns and shopping campaigns at the lower part of the funnel. When I talked about our success in driving those joint business partnerships, again, they're not contractual deals. They're indications of interest to spend, and they're not necessarily designed against a specific objective. What we're seeing is that we're getting -- we're having success even with advertisers that are typically more awareness-oriented, so think traditional CPG advertisers, exploring ways of moving down funnel. With our retail advertisers signing these commitments, we're seeing them move up funnel. And so we're -- to Bill's comments about us being a full-funnel platform, in these joint business partnerships, we're seeing an interest in advertising against awareness, consideration and conversion objectives, and that's been really encouraging to me. And then lastly, we have seen that total deal volume dollars under those commitments grow now year-to-date 35% year-over-year, which is 10 points faster than what we were last quarter. So pretty good -- I think a lot of confidence with large sophisticated advertisers in the platform.

Operator we'll take our last question.

Okay. That's helpful. Thanks.

Thank you and of course. The last question is from the line of Doug Anmuth with JPMorgan. Please proceed.

Thanks for taking questions. Just two quick ones. Bill, you mentioned just innovation in ad tech going forward. Can you just talk for a minute about building out self-serve and how far along you are here? And then also Shuffles driving a lot of the Gen Z growth in 3Q, how do you leverage that into the core platform to drive repeated use and engagement? Thank you.

Thanks, Doug. On the ad innovation side, as I mentioned, like we're early on in our ad -- relatively early on in our ad platform compared to others. And I think some of the things we've talked about in terms of better conversion visibility, better trends visibility, the adoption of automation by our advertising partners, these are all things we think there's a lot of continued yield. Self-serve is an opportunity for us. We're probably even more nascent in our self-serve capabilities. So longer term, I'd say there's a large opportunity for us. I'd say in the near term, a lot of those smaller advertisers that would be more inclined towards self-serve have been some of the hardest impacted. And so fortunately, that's a smaller part of our business. It's one that we still very much believe in over the long term. But our focus is on building out the maturity of the ad platform more broadly right now. And then self-serve, we'll continue to invest there, but we view it as smaller in the near term, but it's still quite important in the long term. And then on the Shuffles side, yes, Shuffles has seen really phenomenal reception. And I think it really speaks to interesting use cases that people expect on Pinterest. The user is just in a different mode on Pinterest than they are on other platforms. I talked about the users in a lean-forward mode on Pinterest versus a lean-back mode on other platforms. And it's very hard to change the sort of headspace the user's in when they're in an app or on a platform. So the fact we have user in that lean-forward mode, I think Shuffles is just one example of the way that we can extend use cases with our users that are uniquely Pinterest, take advantage of the lean-forward mode that you just have with us. And then to your question on Gen Z, I want to be clear, and I think I touched on this in my comments, our Gen Z traction is not just about Shuffles. We're finding really great Gen Z traction in the core platform already. So I cited some of those stats around the growth there in my prepared remarks. Shuffles we think only adds to that. And to your question, we are looking at ways we can draw more connectivity between Shuffles and the Pinterest app. So it's already the case that when you're in Shuffles, you can connect your Pinterest boards and these kinds of things. So there's connections between these two already. And we think there's more and more of these natural connections that can happen between the two so that each is enhancing the other. All right. Thank you again to all of you for joining the call and for your questions. And as I mentioned earlier, we really look forward to keeping this dialogue going with all of you. We appreciate your feedback, and enjoy the rest of your day.

That concludes today's conference call. Thank you. You may now disconnect your line.