Udemy, Inc. (UDMY) Earnings Call Transcript & Summary
May 21, 2024
Earnings Call Speaker Segments
Noah Herman
analystOkay. I think we'll get started. Thanks, everyone, so much for coming today to JPMorgan's TMC Conference. My name is Noah Herman. I cover SMID Cap software here at JPMorgan. Delighted to have both Greg Brown, CEO of Udemy as well as Sarah Blanchard as CFO of Udemy. Thanks so much for coming guys. Really appreciate it.
Greg Brown
executiveGreat to be here. Thanks for having us.
Noah Herman
analystYes. So maybe just to kick start things, if you could just provide a brief overview of Udemy and the value proposition you provide.
Greg Brown
executiveHappy to. So for those of you that don't know us, we are a skills development platform, very much focused on developing skills or enabling skills development for both tech skills as well as soft skills and power skills. And we serve individuals as well as organizations from SMBs all the way up to the largest multinational enterprises. We've got on board today over 50% of the Fortune 1000, over 70% of the NIKKIE 225.So very global platform. Over 60% of our revenue is outside of North America. What makes us a little bit unique is that we're -- our competitive set, our publishers of content, our content comes out of a global marketplace that today host 220,000 courses with over 75,000 instructors around the world developing local content that enables us to curate about 26,000 courses today that we sell and serve up to our enterprise customers. And that is a very unique aspect of our business and really does enable us to serve up the freshest, broadest, deepest, most international set of content in our category. And then on the Udemy Business side, which is the growth engine of the company, we've got 16,000 customers on platform today. As I mentioned, over 60% of our revenue is outside North America, and we're very focused on our Enterprise segment, which is our strength. Over 80% of our revenue comes out of companies of over 1,000 employees around the world. And we have a platform that sits on top of our rich content array that supports all of the various learning needs or learning modalities that enterprises have as requirements to enable us to be the platform of choice for upskilling and reskilling across the entire organization -- entire enterprise. So that gives you a bit of a flavor.
Noah Herman
analystThat's a great overview. So I mean, Greg, you became the CEO roughly about 15 months ago. Before that was leading the Udemy Business portion of the company for a little more than 2 years. Now that you've sort of assailed into the CEO role, what do you think is really going well within the company? Where do you think there's room for improvement? And what are some of your top priorities both short term and long term for the company?
Greg Brown
executiveYes. Very proud of the durable growth that we've been able to deliver on the Udemy Business side over the last 3 or so years. In 2022, we had a 68% year-over-year growth. Last year, a 34% year-over-year revenue growth in a very tough macro. And we're projecting solid growth again for this year on the Udemy Business side. Our product road map is something that we're all extremely excited about in the organization, and we're right now on tap to deliver some AI-enabled capabilities in the back half of the year that we believe are going to start the transformation of how learners engage with our platform. So I couldn't be more excited about those investments and really the opportunity that lies ahead there. The success we've had building multiyear strategic relationships with organizations is something Sarah and I could not be happier about. When we came into the business about the same time 3.5 years ago, we had less than 10% -- significantly less than 10% of our relationships were multiyear relationships with organizations. Now it's over 50%. It really substantiates the value and the strategic nature of the relationships that our team is establishing and in a very -- again, a very tough macroeconomic environment. So it further validates this transition that we talk a lot about that's happening to a skills-based organization and our platform being the platform of choice to helping organizations in that endeavor. And then I would say, looking forward, we've talked publicly about the fact that we are very focused on establishing Udemy as the brand synonymous with skills and skills development. We're making conservative investments in that area. Our teams are doing a great job making progress in that endeavor from the relationship we've established with McLaren Sports and McLaren Racing, and some of the other partnerships that we've developed as well as just the execution through social media and the various channels that have enabled us to really start to elevate the brand and really start to become synonymous with skills and skills development. So those are some of the areas of investment, some of the areas that we're proud of as far as what we delivered over the last couple of years.
Noah Herman
analystYes. And just sticking with the product road map. I thought last quarter you threw out some interesting stats around Gen AI. Just the fact that you already have 4 million enrollments in some of these Gen AI related courses, 2,000 AI courses already on the platform itself already. So I mean it really just seems like this could act as a catalyst for upskilling employees in different ways and you're sort of seeing that demand come into the platform. So how do you sort of envision AI playing out within this category. Because on one hand, it is going to be a catalyst for upskilling employees, but at the same time could be somewhat of a potential threat as maybe another avenue for people to reskill. So how do you sort of think about those two dynamics?
Greg Brown
executiveYes, we see it very much as a catalyst. In fact, Jamie Dimon yesterday came out and talked about the fact that all new employees coming into JPMorgan are going to go through an AI boot camp to get -- take courses on prompt engineering and a number of other courses in that array that's going to help them develop an AI literacy as they start to embark on a career within the bank. And we're seeing that across all industries and all sizes of companies and that has us really excited about the future. You mentioned the strength of AI content on our platform. We also recently saw that Boston Consulting Group came out and said that 90% of companies today are still in the observation or discovery mode. They're still determining how they're going to enable their organization, their employees and their customers to take advantage of this transformational technology development. And so for us, we're in the first innings of this in terms of the opportunity to help organizations in this endeavor. As far as the risk associated with it, I do get asked this quite a bit, is, AI -- are you worried about AI taking over the world and taken over the opportunity, if you will, or being able to just become an instructor. The reality is Sam Altman talked about this recently with Reid Hoffman, I'm very much in his camp and feel the same way that what a world-class instructor can do, and we've all been in courses in university where you have that amazing instructor that you can't wait to get to that class to learn what they're going to say because of the examples and the stories and the personal experiences they bring to live through that learning process through that lecture series of lectures in that course. And then we've all had those instructors that are reading from the book and that are just stayed and you're really actually not engaged with it at all, and you'd rather stay at home and just read the book on your own. Right? There is not, right now, a world to where I can see or we see or Altman see's, generative AI being able to replace what a world-class instructor does to write a course and bring that course to life. Now are we going to be able to provide tools so that much like Reid Hoffman's video recently, for those of you who saw it, has an avatar that looks like me, sounds like me -- it sounds like me in multiple languages to be able to deliver that course. So I no longer as an instructor on our platform, have to video it, produce and then publish it. The answer to that is yes. And we're working on that. I'm not going to go into more detail around where we are in the product road map on that because that's future stuff. But that's something that we are absolutely going to enable over time. So our instructors can focus on what they do better than anyone else in the world in some respects, which is develop that course and that content and allow the Avatar and the voice recognition to bring that to life. So yes, AI is going to help transform learning. We believe it's going to help transform learning on our platform in a way that's going to give us a further competitive advantage than we have today. But do I see a situation where we're going to get disintermediated in the near term or midterm? The answer is no.
Noah Herman
analystWell, I thought it was really interesting. You had the product demo, I believe, in April, with a small group of investors, and you were sort of displaying the instant summarization and the skills mapping that comes with some of the capabilities you're rolling out. You also highlighted last quarter, one customer, I believe, who decided to pretty much go all in with Udemy to expand the number of seats they had from, I think, 3,000 to 9,000 because of some of the IT and AI courses you provided. So just curious like what has been the feedback so far from some of these capabilities you're rolling out from customers because it seems like it's getting a bit of traction.
Greg Brown
executiveYes, it is. We've got a number of customers that are in alpha with us that are helping us continue to refine and develop the product as we get closer to beta and then general availability. And the feedback has just been tremendous. Feedback like some customers, large multinational saying, this is going to save us hundreds of hours, the skills mapping capability referred to. And months of work that they're doing today. And then now being able to automatically refresh on an ongoing basis to where today it's all manual. It's going to transform how they map skills to jobs and roles in the organization. And then the learning assistant capability to help hyperpersonalize a learning path so that I'm not having -- I'm not being asked to take a course that 50% of it already know and already have those skills. You're going to build through the dialogue between myself and a chatbot, be able to hone down on exactly the lectures I need to take down to the lecture level, not just the course level, to develop the skills necessary to acquire that badge or certificate regardless of what technical discipline that may happen to be. So we're going to -- that's going to transform learning in that way. In addition to that assistant being along for the ride with me throughout the entire process of taking those lectures, so I can ask questions, think Copilot, right? But we're enabling that on platform, right? So the feedback has been tremendous, and we expect that to continue. We now have clickable demos of these products in our sales team's hands as of this week. That's enabling them to bring to life the experience that we're going to deliver in just a few months, and I couldn't be more excited about it.
Noah Herman
analystThat's a great overview. I wanted to shift gears a little bit. You did have a pretty important announcement this morning. You did hire a new CRO and completed that search for Rob Rosenthal. Just wanted to get your first insight on why was Rob fit for the job and what went into that process? And how are you sort of positioning the go-to-market going forward for the rest of the year?
Greg Brown
executiveYes. Yes. Good question. So this hire was all about us taking the next step in the maturation of our Udemy business unit. We're now just under $0.5 billion in revenue. And when you go from what we have done, which is from primarily a point solution with direct sales being the vast majority of our revenue acquisition approach to now a multichannel strategy, very international in nature with the opportunity to now activate a partner like an Amazon Web Services as a super scaler that now we're going to market hand-in-hand with around the world and selling Udemy alongside the Amazon Web Services sales team, it really helps to have somebody that has with Rob's experience at both Adobe and SAP as well as Bloomreach to bring the experience doing exactly what we're embarking on doing, developing the channel capability to sell through an international -- what is for us an international global opportunity with India and Brazil still very underpenetrated and developed the right strategy both on the internationalization side as well as layering in the multichannel approach. Having somebody that's on that before is going to be hugely beneficial. He's also a wonderful culture fit. Couldn't be more passionate about what we do and the impact we have on the world as far as transforming lives to learning. And we're thrilled to have them and looking forward to get moving with them.
Noah Herman
analystAnd just like with respect to that, any time like a new right head of sales or new CRO comes into the fold, there's always the questions around how much time is it going to take for that person to adjust to the sales force and the company itself. So are you -- do you think that this might take like a quarter or 2 until Rob sort of gets settled into the role and you're able to execute on some of the go-to-market initiatives that you really want to accelerate on the back half of this year? Or how should we think about that?
Greg Brown
executiveYou should think about it as follows, which is my guidance to Rob is going to be, and has been that there's nothing broken that we need you to come in and fix right now. This is about preparing us to take the next step as we just laid out in terms of the opportunity we have ahead. I've been sleeves up for the last 4 months, working very closely with sales leadership and customer success leadership to identify opportunities for us to optimize and we have been doing that. As we're working through some of the challenges and opportunities we have, both in Europe with the continued slowdown that we've seen as well as around the world, we feel very good about some of the adjustments and adaptations we made. The execution that I'm seeing right now. I'm meeting with the teams weekly and that's going to continue as Rob onboards and takes the time to get up to speed. So really what I want him to do in the first 90 days is get out and meet with our customers, meet with our employees, meet with our teams, ask a lot of questions, listen, learn our business, it is somewhat complex with the consumer business and the dependencies and interplay between consumer and the enterprise. Take the time to really get your feet in and learn the business, and I'm going to be co-piloting and ride along with them through that whole process as it comes up to speed. So do not -- you should not expect any major changes in the near term. And we're going to take our time and make sure that he has an opportunity to onboard appropriately.
Noah Herman
analystGot it. And you sort of mentioned a little bit on the -- do you have a question? We'll probably save it towards the end of like 10 minutes left, but we'll just -- maybe like 10 more minutes or so. You really touched on just the macro environment a little bit. What are you hearing from customers at this point? Because it seems like we're getting mixed signals, especially around SMB seems to be a mixed bag and then enterprises seems to be faring out a little bit better. So just curious just here where are we at in terms of the macro environment impacting the business?
Greg Brown
executiveYes. For us, it's fairly similar in that. EMEA continues to be impacted by geopolitical events that still are unfortunately affecting that region as well as the macro specific to the U.K. and Germany. And we're staying very close to our customers over there, as you can imagine, and helping as much as we can as they're moving through and navigating, but that does persist and continue. SMB continues to be an area that, on a global basis that we're seeing in our business, be a bit more challenged than the enterprise. And then we're seeing pockets of strength, North American enterprise. Feel good about where were at pipeline-wise, quite frankly. On a global basis, our enterprise business. And for you all, our enterprise businesses accounts over 1,000 employees. Right now, our pipeline is building and is supporting us meeting, achieving our expectations. So I feel really good about that. And our teams are doing a well of a job. We are working down market in the SMB side to do some things to bolster pipeline there as it has been a bit more challenging. So around the world, it is a little bit of a mixed bag. But all in all, really happy with what we're seeing on the enterprise side. Remember, enterprise is 80% of our revenue, right? So that's really important to us. So, I don't know, Sarah, if there's anything you'd add?
Sarah Blanchard
executiveNo, I think that's exactly right. And to Greg's point, one of the things that we've been doing over the past few quarters, because we do continue to see strength across enterprise, building out that team a little bit more across the globe, some enterprise reps, some strategic account reps that are now in the process of ramping. As well as we've invested a little more on the sales enablement side because now we have this broad platform that we can sell. And so really happy with what we're seeing, really happy with how our new reps are ramping.
Noah Herman
analystAnd recently, you implemented some of the instructor fee changes, which is helping, I think, with the gross margin expansion, but you're using some of those savings to reinvest back into the business. And there were concerns that possibly with instructors look somewhere else as the fees were contracting, but it seems like you really haven't seen any disruption from that. Is that still fair to say is the case?
Sarah Blanchard
executiveYes. I think it's really important that, first and foremost, our instructors are our lifeblood. And so we spend a lot of time working with them ahead of that change. Certain of our top instructors getting their feedback but also laying out what we were going to do with that investment and how those investments that we were going to make with some of those additional returns that -- or some of that share that we were going to keep was going to benefit them and how we're building out our business, how we're building out tools for them to allow them to do more on the platform with less of their time and energy. So we're really pleased with how the team has been brought along, and we continue to partner with them. Greg spends a lot of time with them. We've got another event coming up later this week, I think. And so Instructor Summit is getting that feedback and continuing to work on their behalf is important to us.
Noah Herman
analystAnd as you're sort of making these investments back into the business, where -- how should we expect to see with that inflection in growth sort to reaccelerate within the business because you are making these investments that are necessary. And when are those starting to maybe eventually pay off and show up in the results? And where should investors sort of see that?
Sarah Blanchard
executiveYes. So from an external perspective, we're getting close the next few quarters, you'll see that. Internally, we're starting to see that with the -- like I said, the sales enablement. So our new reps now are at over 100% attainment, that's up 40 basis points. We also invested in growing our partnership team to take advantage of the AWS. So we're seeing that in the early stages of our pipeline with AWS. So across a number of fronts where we've been investing, we are seeing the lead indicators, our McLaren partnership. Greg maybe you can touch on the event we had a few weeks ago there, but really seeing great traction there. We had over 100 customers...
Greg Brown
executive150 actually.
Sarah Blanchard
executiveAnd so I think the early signs we're really pleased with what we're seeing from an investment perspective. And it just takes time for that to turn into a pipeline that then gets converted into wins, ARR and then revenue.
Greg Brown
executiveYes, I'll just mention briefly. The activation we're seeing at the initial events that we've cohosted with McLaren, most recently at the McLaren Technology Center have exceeded expectations. We had over 150 customers attend. We had customer panels. We had industry experts come in, and the feedback and responses has again exceeded expectations. And these partnerships for us not about logos on a car. This is about activating relationships and enabling us to develop relationships more efficiently and I would say, more effectively in terms of how we engage with these customers, the kind of conversations we're able to have and give them an opportunity to engage with customers that are like minded that have had similar results that may be a little further in the process as far as their partnership with us. And we're seeing all of that happen and transpire and couldn't be happier with the investment there.
Noah Herman
analystAnd I guess, last quarter, you didn't mention that you sort of expected ARR to -- ARR growth to accelerate through the second half of this year, I believe. And just trying to get a sense of -- are the investments that you've made into the company, and you're saying are starting to sort of benefit from that. Do you still have confidence in that. You'll start to see that acceleration in the second half? And what gives you that confidence?
Sarah Blanchard
executiveYes. We're feeling really good about that. Like I said, the leading indicators that we're watching. And that's not to say that there aren't things that we're going to continue to improve on and that Rob will come in and help us with. But all the things that we've been investing in, those early signs are good, and that gives us confidence. We are pulling a number of levers across a few different areas that we mentioned. So it's not one thing that we're doing. It's a number of things that are going pretty well so far.
Noah Herman
analystGreat. Maybe we could just take a quick pause here to see if there's any questions at all? I know there's like a mic maybe in the back.
Unknown Attendee
attendeeThank you for the presentation. I had a question on the business model. So maybe twofold. One is, what are your key competitive differentiation is like something that you have and something that cannot be replicatively -- like what are your key 1 or 2 assets or marketplace for instructors or proprietary way of delivering the content? And what are the 2 or 3 entities that do present like the major competitive threat to you either as a competitor or a substitution for your offering?
Greg Brown
executiveYes. That's a good question. So the marketplace dynamic in the content generation that comes out of the marketplace, the depth of breadth, international content. It's probably best brought to life in one quick example. Two months after ChatGPT hit the world, I asked our team in preparing for an earnings announcement, how many courses do we have on our platform versus all of our competitors combined. The answer was as follows: 125 courses on our marketplace, 25 have been curated based on ratings and reviews and quality into the enterprise collection across all of our competitors, all of them. Only 1 course had been published. That gives you a sense of the power of this marketplace model. At the pace of change, when new technology hits the world or when a new rev of AWS or Google Cloud or Azure hits the market, we've got content hitting the market at or sometimes even ahead of that next rev coming to GA, right? Versus, again, our competitors, they're all publishers. They have to have a relationship with an instructor to write that update to the course or a new course fly them in, film it and then produce, publish and then off they go. So anyway, that dynamic plays out across every topic, both technical as well as soft skills and power skills across our platform. On top of that, we have a platform of learning modalities, management leadership development, which is cohort based, you go through as a team, soft skills and power skills and then technical skills, with on top of the tech side, we've got an immersive learning product with assessments, labs and workspaces. There's no competitor that has the breadth of platform that I just described that we compete against. So our content is very unique. The platform that we provide our customers is very unique. And then the third differentiator is the investment we make in strategic services. Customer success, professional services to help organizations develop the right strategy for them to transition to a skills-based organization if that is their chosen endeavor, or to develop skills in -- really for the purpose of delivering organizational outcomes, right, in line with the organizational outcomes they're looking to deliver. And that's -- and bigger -- we make a bigger investment than our competitors do. We know what our competitors invest in customer success and professional services. It's one of the reasons why we've gone from single digits multiyear contracts to over 50% of our revenue and multiyear contracts because we invest in a strategic relationship with our competitors -- with our customers. So those are the 3 I would point out that are the biggest differentiators. And then the second part of your question was, what am I worried about as far as competitive threats? Is that right?
Unknown Attendee
attendeeRight. Specific entries like [indiscernible]. So how is it different? Like why did you decide to go that particular [ MTF ]. They want to greenhouse the upskilling and the ability to train people turning or Coursera. Is it -- how are you guys different to say right for you or not.
Greg Brown
executiveI'll start with the latter. I'll start with the latter, and I'll go quick just for the sake of time. Coursera does a great job on the consumer side. We really don't see them in the enterprise, right? So we really don't view them as a competitor in the enterprise. When we're selling to small, medium, large companies. But the consumer business, they've done a really nice job with Jeff and the team have. On the question around Udacity, we view that very much as a validator right? The reason why Accenture bought Udacity was to develop a capability to sell to their 6,000-plus customers, the ability to develop skills, right? And this is what we're purpose built to do. And so it validates really the messaging and everything that we've been saying around the world moving from a focus on degrees and experience on primarily now focusing on skills and skills development. Skills is a new currency in learning and development, right? Jamie Dimon talks a lot about that. A lot of CEOs are talking about it. You get companies like Walmart, Google and many others taking degrees largely out of high percentages of the job descriptions in the company focused on the specific skills they need those individuals to have to be successful in that job or that role. So it's about skills. And that's what Accenture effectively bought was the ability to deliver and develop skills within their customer base. So all to say, it's a trend that's on the rise, and we believe we're one of the organizations, if not the organizations, it's going to lead the world in that endeavor.
Unknown Attendee
attendeeSo I understand how it validates the idea of both [indiscernible] with your customers to sell down that...
Greg Brown
executiveThey can sell them Udacity's platform. I will tell you that we don't see Udacity and the vast majority, we don't view them as a primary competitor, which is don't, we don't see them. That could change with the investment that Accenture is making. But today, the primary competitors are the ones that I mentioned earlier, LinkedIn, Pluralsight, Skillsoft, and then Coursera, but not really in the enterprise on the consumer side. Yes.
Unknown Analyst
analystJust a quick question. You were talking about Jamie Dimon and how there's AI literally needed. But then do you see that as some sort of cannibalization long term in terms of, well, now that their AI literate they don't need to take other courses that might help them hone their skills just because they can use AI instead.
Greg Brown
executiveI think the pace -- not -- I think, I know that the pace of technology advancement we're seeing with generative AI tech, whether it be Gemini or Open AI or you name it. The pace that it's moving right now, I mean I think one of the things that's probably most difficult for all of us is keeping up with the new tech, the new releases and being able to use that capability functionally in the roles that we're in within organizations from my role all the way down to frontline employees coming in from university. And so the need to continue to update your skills is actually more important now than I would say ever, right? So I think that that's one aspect of it. And then the second aspect of that question or the threat of that question that I get asked quite a bit is if organizations are no longer going to need 20% or 30% of the employees that they have today, what does that mean for your business? The reality is today, we're less than 10% penetrated in our existing 16,000 customers. So the opportunity for us, as we all go through this process of determining how generative AI is going to impact our businesses and that starts to manifest and play itself out. Again, it really just comes down to the fact that there's going to be an opportunity for employees to be repurposed and repurpose themselves and develop new skills to make them gainfully employable and useful in the companies they're in. They have the jobs that they're in currently today. are potentially going to be disintermediated and that's a big opportunity we all have, to open those doors for our employees. That's something we're surely focused on with our own company, right? In addition to the skilling that's going to need to happen as the technology evolves. So for us, we view it as nothing but opportunity as these new advancements start to evolve. There's a question in the back.
Unknown Attendee
attendeeI just had a question on how you track your impact from a qualitative or quantitative or both perspectives?
Sarah Blanchard
executiveSo I'll start, Greg, feel free to jump in. But we really are looking to drive business outcomes. That's everywhere from faster time to certification. We talked in our last earnings call about a company that saw 17% higher pass rate and a greatly reduced time to certification to, we see increased retention. We use the products internally. We put some of our leadership through our Leadership Academy. They saw the people who went through Leadership Academy so 9 points higher engagement scores than those. So there are a number of different ways in which we can track ROI based on what the customer is looking for and we continue to refine in home because we know showing that business impact helps us continue to grow this business. But we are focused on business outcomes. Learning used to be a benefit. That was years ago. That's not where it is today. It really is a strategic imperative.
Greg Brown
executiveYou have a question?
Noah Herman
analystThis will be a quick one. Can you just talk about how you guys are thinking about balancing growth and profitability over the next few years?
Sarah Blanchard
executiveYes, I'll take that. It's a great question. It's one that I think we spend a lot of time thinking about with this massive opportunity in front of us but also balancing that with a very weird macro that has been the last maybe 5, 6 quarters at this point. And so how we think about it is making sure that we're investing in the things that are going to have the most impact, continually finding ways to drive operating efficiency, but really looking for underscoring those investments that are going to drive that growth. So we think about the rule [ 40 ]. We think about capturing as much of the market as we can, but also continuing to deliver more to the bottom line as we scale and drive operating efficiency.
Unknown Attendee
attendeeThank you so much for this great panel. And we're myself and John, my name is Alex. We're in the education space as well. So what we saw and Edtech prior to COVID, there was growth, then during COVID, there was immense growth both on valuations as well as in sort of product market fit and everything. And I have to call it, we kind of that you -- for example, Udemy, Coursera, [indiscernible] student many players, us at educators we're doing great work. We're putting a lot of effort into it. But if you look at the market cap, it's kind of -- it's like what you're saying, the effort that you guys are putting in the whole team is putting in, it kind of doesn't show up in the market cap. And my question is what has to happen, what do you think for the market to actually start valuing such an important sector as education and technology, innovation and education kind of what is really worth what has to happen? And since we are very committed to running this company kind of when do you think -- what will happen and when will it happen when it comes to the appreciation of value of the sector overall?
Greg Brown
executiveI'm happy to start. Consensus, meaning we do our homework and ask those questions as well. And there's a disconnection right now. There's no doubt. And from our standpoint, looking at our company, I think it comes down to the fact that we've been very clear that the growth engine of our business is Udemy Business, selling into enterprise. And that we need to show that we can and will stabilize and start to grow Udemy Business again from the floor that we believe is upon us now, Q2, Q3. So Q4 and then into Q1, we show that we've bent the curve up. And when that happens, as we are very committed to, as Sarah mentioned, the Rule 40 and dropping more to the bottom line next year and more aggressively than this year as an investment year. But when those two things coincide, so we believe, which is roughly going to be Q4 and Q1, we should start to see the stock and the valuation reflect the value of the business. Anything to add?
Sarah Blanchard
executiveI would just add that this space generally, to your point, there has been a disconnect. I think historically, companies that were in Edtech we're doing something very different than what Udemy is doing now and scaling in the tailwinds and all of the things that are happening on a secular basis, it seems like now those are all tailwinds that are very positive but also investors haven't seen the story before because it's a very new story. It's an industry that's changing really fast. So it could just take time. But I think the opportunity to get those valuations in line is there.
Noah Herman
analystI think that's it. We have to wrap it up for today. But thanks so much, guys, for coming. We really appreciate it.
Sarah Blanchard
executiveThanks for having us.
Greg Brown
executiveThanks, everybody. Thanks everyone. Appreciate it.
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