Earnings Labs

Grab Holdings Limited (GRAB)

Q3 2022 Earnings Call· Wed, Nov 16, 2022

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Transcript

Operator

Operator

Ladies and gentlemen, thank you for joining us today. My name is Maxine Campbell, and I will be your conference operator for this session. Welcome to Grab's Third Quarter 2022 Earnings Results. After the speakers' remarks, there will be a question-and-answer session. I will now turn it over to Vivian Tong, to start the call.

Vivian Tong

Management

Good day, everyone, and welcome to Grab's Third Quarter 2022 Earnings Presentation. I'm Vivian Tong, Head of US Investor Relations at Grab. And joining me today are Anthony Tan, Chief Executive Officer; Peter Oey, Chief Financial Officer; and Alex Hungate, Chief Operating Officer. During today, Anthony will discuss our key business updates, and Peter will share details of our third quarter 2022 financial results. Following prepared remarks, we'll open the call to questions where Anthony, Peter – will respond to the Q&A. As a reminder, today's forward-looking statements about the – business and financial performance. These statements are based on our beliefs and expectations, as of today. Actual events and results could differ materially due to a number of risks and uncertainties, including macroeconomic, industry, business, regulatory and other risks, which are described in our Form F-1 registration statement and other filings with the SEC. We do not undertake any obligation to update any forward-looking statements. The discussion today also contains non-IFRS financial measures, which should be considered together with rather than a substitute for IFRS financial measures. A reconciliation of non-IFRS to IFRS financial measures is included in this quarter's earnings materials. For more information and additional disclosures on recent business performance, please refer to our earnings press release and supplemental presentation for a detailed third quarter 2022 financial review, which can be found on our IR website. Should you have any questions after this presentation, please reach out to investor.relations@grab.com. And with that, I will turn the call over to Anthony to deliver his opening remarks.

Anthony Tan

Management

Thank you, everyone, for joining us today. I'm pleased to report a strong set of third quarter results. On a year-on-year basis, group revenue was up over 140% and loss for the period improved substantially, both year-on-year and quarter-on-quarter. Monthly transacting users also grew 30% year-on-year, accelerating from 12% and 10% in the previous two quarters. In the quarter, we achieved an important milestone. Greater optimization of our incentive spend has resulted in our delivery turning segment adjusted EBITDA positive for the first time, three quarters ahead of our guidance. We also crossed our 10 billionth ride and deliveries mark in July, just five years after we managed 1 billion rides. We achieved these results by innovating, to reduce our cost to serve and staying focused on growing and retaining high-quality users. As we look to scale our ecosystem profitably, we're also committed to adapting our product portfolio to meet the needs of the various consumer segments in this broad-based market. Looking ahead, we're keenly monitoring the macroeconomic uncertainty, inflation, currency fluctuations and recessionary risk post challenges to most businesses, but we remain optimistic about Southeast Asia's growth prospects that are underpinned by a rising tide of digitalization and an expanding consumer class. I'll now give an overview of our performance before turning it over to Peter, who will give details on our outlook and financials. In the quarter, revenue in GMV for mobility recorded strong growth, doubling from the same period a year ago on robust demand and recovering driver supply. We're heartened by the demand recovery trends we see in many of our markets. Economies have opened, travel has resumed, and people are heading back to offices. Fulfillment rates, a measure of how well we match demand and supply on our platform was near pre-COVID levels. The improvement…

Peter Oey

Management

Thanks, Anthony. We're pleased to report a strong set of results this quarter. Revenues grew 143% year-on-year or 156% on a constant currency basis to reach $382 million, an all-time high. We saw strong revenue growth across all our segments. Our mobility revenues doubled year-on-year, underpinned by the recovery in ride-hailing demand, while deliveries revenue more than triple on the back of contributions from Jaya and overall GMV growth, as well as lowered incentives as a percentage of GMV. Financial Services and our enterprise segment recorded revenue growth of 44% and 113%, respectively. For GMV for the third quarter, we recorded growth of 26% year-on-year to reach $5.1 billion, also an all-time high. Our reported GMV for mobility and deliveries, along with our Financial Services, TPV, were also in line with our third quarter guidance. Notably, our top line results were further impacted by foreign exchange translations, given the stronger US dollar. Hence, on a constant currency basis, our GMV grew by 32% year-on-year. And on a quarter-on-quarter basis, group GMV and deliveries recorded constant currency growth of 4% and 2%, respectively. For our commission rates, we saw an overall increase year-on-year. Deliveries commissions were up from 18.2% to 21.2%, Financial Services commissions up from 2.5% to 2.9%, while mobility commissions remained relatively flat from 23.8% to 23.2%. Year-on-year, movements in deliveries and mobility commission rates were driven by shifts in product and country mix, while Financial Services commissions improved on the back of higher contributions from our lending business. For our third quarter, segment adjusted EBITDA, margins improved by 174 basis points year-on-year and 131 basis points on a quarter-on-quarter basis. A key driver of this was our reduction on incentives as a percentage of GMV, which declined to 9.4% from 11.4% in the same period last year. And…

Operator

Operator

Thank you. Ladies and gentlemen, we will now start the question-and-answer portion of the call. Joining us on the question-and-answer session will be Anthony Tan, Chief Executive Officer; Peter Oey, Chief Financial Officer; and Alex Hungate, Chief Operating Officer. [Operator Instructions] Our first question today comes from Pang from Goldman Sachs. Please go ahead. Your line is now open.

Pang Vittayaamnuaykoon

Analyst

Good evening, everyone, and thank you very much for the opportunity. Two questions from me. Firstly, in terms of EBITDA improvement. Congratulations management on driving a lot of this cost out from all your segments in the past few quarters with now, group EBITDA improved quite healthily and delivery is now breaking even also three quarters ahead of what you guided in terms of schedule. On delivery specifically, what is now the next KPI you are looking to achieve in the near term? Are we going to push more for further margin improvement now, or will you drive more in terms of growth going forward in the near term? And related to that as well, in terms of your group EBITDA breakeven, why are you not bringing forward your group EBITDA breakeven target forward, given that your delivery is already breaking even now? Second question is around fintech. We have seen cash burn improve quite nicely quarter-on-quarter, despite your growth push into the digital bank. Are we already past the peak in terms of cash burn for your fintech business? And what can we expect further in terms of growth and profitability into next few quarters?

Alex Hungate

Analyst

Thanks, Pang. This is Alex. I'm going to take the first part of your first question, and Peter will take the second part, and then I'll take the Financial Services question after that. First of all, I want to say thank you, frankly, to all of our team for delivering the deliveries, EBITDA breakeven, nine months ahead of schedule. We're all thrilled with that. There's a lot of hard work that went into it. The way that we've managed to optimize incentives and really focus on the stronger propositions for supermarket with best-in-class customer experience there. And then the marked proposition focusing much more on impulse buying and instant delivery occasions, where we know that customers are less price-sensitive, that's allowed us to reach profitability. Now, we need to grow and continue to improve margins at the same time. So it's about profitable growth. It's not one or the other. We continue to do both. We still have in our line of sight, the 3%-plus margins that we had indicated we want to shoot for in deliveries overall. And so we're marching towards that as our next step. Peter, do you want to talk about the group EBITDA breakeven?

Peter Oey

Management

Yeah. Sure, Pang. On your question about group EBITDA breakeven time line, as Alex mentioned, deliveries profitability was a very critical milestone for us. And we're just getting started here, and we're going to continue to accelerate the profitability time line for deliveries to get to that steady state margin. That's a key focus area for us. We're also very focused Pang, on making sure our cost base also continues to be optimized as a business. Now your question, is there room for upside for that time line for the second half 2024? Yes, there is upside. And see potential for that to accelerate. But where we are today, we are maintaining guidance for now, and we can continue to focus on – continuing to focus on the deliveries, acceleration margin, as well as just continuing to refine the business and continue also to have that profitable growth that we saw this quarter again.

Alex Hungate

Analyst

Thanks, Peter. And then on your question on the GFG, are we past the peak cash burn? Well, we did manage to reduce the burn rate for GFG overall by 9% in the quarter. So that's the result of the rationalization of the products that we described at Investor Day to focus on platform, where we know our customers best, and where we have the strongest customer value proposition. And we've also consolidated costs. So that rationalization of products and the reduction of some management overheads has allowed us to reduce cost by 4% for GFin. At the same time, we've grown our lending quite a bit, 121% year-on-year. And of course, that's helped us to grow revenue and improve margin as well. We'll continue that mix of strategy going forward. And that will mean that the GFin burn will reduce sequentially going forward. On the Digibanks, we're approaching 2023 when we'll launch all three of the banks. So this year, Singapore, as Anthony mentioned earlier, but we'll be adding Indonesia and Malaysia. So as indicated at Investor Day, you should expect the next few quarters for our investment in the build of the tech stack for the Digibanks to continue to require some higher investments. But after that – that will begin to – that EBITDA burn from the banks will continue – will start to decline. And as we indicated at Investor Day, you should expect that the combination of all three banks will be breakeven by 2026.

Pang Vittayaamnuaykoon

Analyst

Thank you.

Alex Hungate

Analyst

Thanks for your question, Pang.

Operator

Operator

Thank you. Our next question comes from Venugopal Garre from Bernstein. Please go ahead. Your line is now open.

Venugopal Garre

Analyst

Hi. Thanks a lot for the opportunity and congratulations on a good quarter. Two questions from me. Firstly, on the mobility segment, very clearly, not just in Asia, but at a global level, this is one of the probably the most important and interesting market, which is recovering to see in the entire tech space. I wanted to understand in the context of the sort of GMV growth targets that you have especially for the near-term, sort of a 4% sequential midpoint Q-o-Q growth. Is that more thinking of taking a conservative view preserving profitability? And does it mean that you're willing to trade off market share for profitability, or is it what is the situation in terms of market growth as well? So that's my first question. And secondly, I wanted to sort of also touch base on the sort of cost structure side of things. Now on an overall overhead basis, when we look at some of the broader peer group, not just in Asia, but globally, they seem to be a fairly aggressive effort towards reducing overheads, which is a combination of both operating site changes as well as employee cuts, which has been fairly brutal in some places. I want to understand that when you look at the cost structure, especially overhead, something like $200 million, the regional cost basically on a quarter-on-quarter basis, which is roughly $800 million for the year, is there any potential for you to cut down that materially to arrive at a slightly early breakeven at an EBITDA level? Thank you.

Alex Hungate

Analyst

Thanks, Venu. Yes, let me take the first question again. I think Peter would want to take the second one. We are not trading off our category position for profitability. So we've maintained our category leadership in the region despite the optimization of incentives that you've seen over the last few quarters. We're positioning supply ahead of the demand recovery. So in Q3, the number of monthly DAX driving for us, increased by 4% quarter-on-quarter and 31% year-on-year. So our active DAX population is now 80% of what it was pre-COVID. So that's ahead of the demand recovery in COVID. No one knows for sure what that amount recovery will look like but I can assure you, we're keeping track in terms of category position. One of the things we want to do proactively to grow the TAM is to introduce more affordable services, like Grab Share and Grab home mart in Indonesia, which allow us to target, for example, student populations that might be more cost sensitive but who don't mind sharing a ride together from campus. So these services are being introduced progressively across the region, and they will help us to grow the addressable market by making those services more affordable. Peter, do you want to take the...

Peter Oey

Management

Yes. Venu in terms of the overhead question that you had, as a public company, we've always been very disciplined in spending and I've reiterated this in a couple of quarters ago that since the beginning of this year, we've always -- we've taken proactive measures in maintaining the levels of spend, especially around the regional costs that you called out. Since the beginning of this year, we have slowed our pace of hiring and also we've streamlined certain functions. Actually, certain departments have reduced their headcount, and will remain judicious about our hiring and where we're being very deliberate in also in choosing not to backfill certain positions created by natural attrition. And also, like I said, we have seen reductions in headcount in certain departments. So we'll continue to fine-tune that. It's an ongoing initiative that management is very focused on. We're also looking at other lines of costs. We called out that we've tightened direct marketing also in the third quarter. Direct marketing costs came down by 28% quarter-on-quarter. And as we think about Q4 and 2023, we'll continue to adopt this prudent and disciplined approach. We have a plan to bring down regional headcount by continuing with our approach of streamlining and reviewing our participation strategy and with natural attrition. So we'll continue to reduce non-essential and also non-discretionary spend, T&E, office expansions, office, CapEx, all these are all that we are looking at as a management team. So we know that the cost structure is important to our investor base so it's important to us that we continue to optimize this.

Venugopal Garre

Analyst

Thank you.

Peter Oey

Management

Thanks, Venu.

Operator

Operator

Thank you. Our next question comes from Alicia Yap from Citi. Please go ahead, Alicia. Your line is now open.

Alicia Yap

Analyst

Thank you. Good evening, management. Thanks for taking my questions. Congrats on the solid bit and also the better guidance. I have two questions. First of all, as we further optimizing the spending and also scale back the low-quality subsidy, what could be the attractive ways that we could further drive the cross-selling service adoption by our users? So how are you going to balance between driving the adoption of higher numbers of service frequency versus the -- your profitability target? Would that be any kind of short-term sacrifices in the top-line growth? And then the second question very quickly follow up, given you have the share buyback program that you just announced, but then your cash position is also still pretty good. And so just wondering, would there be any consideration from potential M&A opportunity if there is a good candidate that come along, especially, with many private -- peers maybe their valuations also come down recently? If it's true, then in what business segment that you will be more proactively looking into? Thank you.

Alex Hungate

Analyst

Thanks, Alicia. Let me take the first question again and then hand to Peter. You're right. Actually, we think that there are better ways of cross-selling than just providing incentives and promotions to consumers, in particular, embedding new services at the point of need in the customer journey. So they're completely seamless and embedded in the customer flow is ultimately the best way of cross-selling. So examples of that are things like scenario insurance, like ride cover or buy now pay later at the time of payment. So 62% of our users are now using two or more of our services, which is an increase versus 56% in the same quarter last year. So we'll continue to push on that. The other thing that we're very focused on is our Net Promoter Score. So we want customers to have a propensity to want to buy new services from Grab and so we're very focused on keeping that on the increasing trend. And I'm pleased to say that did go up quarter-on-quarter as well. So those two things, I think, can help us continue to reduce incentives and yet still keep that cross-selling ratio that I described to you going up. Service frequency is really important to us. Grab Unlimited is one of the key ways in which we drive service frequency. The frequency of Grab Unlimited customers is three times the frequency of non-Grab Unlimited. We think about that not on a margin basis per transaction, but on a absolute contribution basis by each user. And we've -- the data that we have on Grad Unlimited is actually driving up the absolute contribution by user. So we're encouraged, and we've been continuing to push it out across the region. At the last quarter, we were 19% of deliveries GMV underneath Grab Unlimited subscriptions. And now we're at more than a quarter of the GMV for deliveries. And that helps us build loyalty and build frequency with high potential value customers. There are also other programs like the Signatures program, where we have exclusivity with certain merchants on our platform, and these are cornerstone merchants in each city that everybody wants to order from, because of our large scale, they want to be exclusive with us, and we facilitate that and that's a way of continuing to drive high frequency. And then in terms of the longer-term profitability more generally beyond deliveries and mobility, we're also driving the growth of financial services and the push towards lending, as I mentioned earlier, and on platform payments. And then finally, the ads business, which has grown very rapidly in the quarter with high margin continues to be something that we're very focused on growing quickly as we go into 2023 as well. Peter, I think you're going to handle the last part.

Peter Oey

Management

Yes. Alicia, on your question around M&A opportunities, et cetera, we're very focused on organic growth. That's really top of mind for management, driving that, and you see that in another quarter of solid performance from us. So we're going to continue to focus on that. And also, we always take a prudent stance on how we deploy our capital. We mentioned that during Investor Day on our capital allocation framework. Cash preservation is critical for us. And our bar on M&A is extremely high also. So we'll continue to focus on organic growth. We'll continue also to make sure our balance sheet remains very strong. Our cash position continues to remain strong. And again, we are so laser focused on getting to profitability as a group, and we're going to continue to make sure that we get there as quickly as possible.

Alicia Yap

Analyst

Thank you.

Peter Oey

Management

Thanks, Alicia.

Operator

Operator

Thank you. The next question comes from Piyush Choudhary from HSBC. Please go ahead. Your line is now open.

Piyush Choudhary

Analyst

Thanks a lot. Thanks management for the presentation and congrats for the results. A couple of questions. Firstly, in the Mobility segment, you have mentioned that the driver supply situation has improved. But can you give a little bit more detail on which markets continue to face supply issues, like which markets are probably below the average of 50%, which you have highlighted? Second question, in the Delivery segment. Can you update us on your partnership with Trans Retail in Indonesia, progress of integration? And if I may squeeze one more. On the cash flows, do you have $160 million of investments during the quarter in terms of acquisitions and -- acquisition of interest in associated? Could you elaborate on those initiatives? Thank you.

Alex Hungate

Analyst

Thanks, Piyush. Let me take the first two questions on mobility and then the Trans Retail partnership. So you're right, there are a couple of markets where driver supply is tight still. One is the Philippines, where there's some procedural issues around issuing licenses that we're trying to work through, in terms of improving the processes with the authorities. And the other market, where the driver supply is still tight is, Singapore, not because there are not people -- drivers who want to drive. Actually, we have a backlog of drivers who want to drive. The issue is the supply of vehicles in Singapore. The number of vehicles in Singapore is strictly capped and that has resulted in a imbalance between supply and demand, which is driving up the cost of vehicles, the certificate of entitlement and that's creating a barrier to the drivers being able to afford their own cars or even being able to rent cars as well. So, what we're working on there is improving the earnings for our drivers by using our artificial intelligence to help them get even more efficient during the day. So, I'm pleased to say that, our driver earnings in Singapore have gone up quarter-on-quarter, despite the fact that we've been reducing incentives. So, that's a good sign for the future. Peter, do you want to take the next one?

Peter Oey

Management

Sure. Piyush, on the $160 million that you called out in the CFI line, really, it's continuing in three buckets there. One is our continuing investment into our digital bank in Indonesia. And secondly, also, we're -- as part of our partnership with Trans Retail also, we made an investment also in Trans. And thirdly, also, we made a small acquisition in Malaysia. It's more related to our merchant ability. It's a very small acquisition. So mainly, Bank Farm, Bank Indonesia that we're a digital bank and also our Trans Retail partnership.

Alex Hungate

Analyst

Yes. Your last question was on Trans Retail, so let me pick that up. Our plan there is to use the technology that we are building for Jaya in Malaysia to gray store enable, Trans Retail network across Indonesia. This is a -- we believe, is a cost-advantaged position for online groceries, because it basically sweats the assets that already exist, the Trans Mart hypermarts have space for us to do gray store, where the picking is done by the staff in the store and then the same inventory, the same supply chain and the same premises are shared across online and offline customer bases, which gets you much better asset turns. So that's the principle. The technology is the same technology that we are building for Jaya, so we can reuse that technology as well. So we think this is a good way to grow sustainably in the Indonesian supermarket space.

Piyush Choudhary

Analyst

Thanks a lot.

Operator

Operator

Thank you. The next question comes from Mark Mahaney from Evercore. Please go ahead. Your line is now open.

Unidentified Analyst

Analyst

Great. Thank you. This is Jan Lee [ph] for Mark Mahaney. Thanks for the question. I guess I have a couple of high-level questions. One is on just the mobility recovery, obviously, benefiting from reopening. But aside from this, are you seeing any more kind of permanent shifts or new mobility use cases that are sticking post-COVID versus pre-COVID? And the second is, just read on the macro impact, because you mentioned introducing some more affordable services. Are you seeing macro insensitivity from consumer demand either on mobility or either food or grocery delivery? And also, Grab ads, obviously growing very healthily. Any anticipation on the merchants macro sensitivity in the next few quarters? Thanks a lot.

Alex Hungate

Analyst

Okay. Yes, three questions there. Let me take the mobility recovery. The nature of the demand on recovery is very similar to what we saw pre-COVID. There is one area which is missing, if you like from the pre-COVID pattern, which is the Chinese tourists and the Chinese business people. This makes up in some markets like Thailand, a very high proportion of the use cases for Grab. The airport rides are particularly profitable. And therefore, we are -- one of the catalysts for growth for us in mobility looking forward would be a relaxation of the travel requirements for Chinese. So that's something, I guess, as shareholders and analysts, it'd be important for you to be aware of. Other than that, I think the patents are quite similar. Anthony, I think you want to cover the macro question?

Anthony Tan

Management

Yes. Thanks, Jan Lee [ph]. So on the macro impacts, a few things. I think number one, on inflation. We do see higher fuel and food and wood costs, which obviously affects our driver and merchant partners. There's also some weakening of some of our local currencies against a stronger dollar. Now for us, the important part is remaining nimble and agile, especially, during times when it's uncertain, and we adapt quickly as the macroeconomic situation evolves. Now you talk about how -- number one it being extremely prudent with managing our costs as we are committed to profitable growth. Peter talked about revenue more than doubled while loss for the quarter substantially improved. Our incentives came down, as you saw, to 9.4%, even while as Alex shared, overall customer satisfaction went up, and then the delivery segment, adjusted EBITDA turned positive, three-fourth above -- ahead of guidance. Now going back, we are very, very focused on thinking how do we address this sensitivity, especially, as we drive for more affordable services for our users and partners. We talked about it with whether it's our delivery time windows where users can choose for our deliveries that drives lower cost and lower price. That's win-win-win for everyone. We see it with other options, for example, as we increase onboarding, which means fulfillment rates have improved and surge has come down as well. So these are ways in which we are also making sure. I would also share what Alex reiterated on Grab Share in Philippines. These are ways that we continue to drive mobility costs down. That will be win-win for the driver, the customer and for us.

Alex Hungate

Analyst

Thanks. And Jan, let me just pick up your question on Grab ads. Our return on advertising spend on the Grab ads platform is really high. It's north of three times. And sometimes, in some cases, we're getting six times return. So the macro situation -- with those kinds of returns, the macro situation is not impacting our demand for Grab ads. What we're trying to do is introduce auction pricing for our ads platform that as we build demand, we will see hopefully an improvement in pricing as a result of growing demand for the auction clearing mechanism for the pricing. We're also looking for opportunities to add inventory without impacting the customer experience. And then finally, we have four million merchants on the platform. Our goal is -- we're just scratching the surface with the penetration of ads as a capability. Our goal is to use our new self-serve ads platform to start to go further down the long tail. So, some of the small guys can get access to the sophisticated targeting that the big guys already use. So I think all three of those things should help us with our ads growth going forward. Improving, obviously, the 100% plus growth in revenue year-on-year is strong. But we think that we're still only just scratching the surface of the opportunity here.

Operator

Operator

Thank you. The next question comes from Ranjan Sharma from JPMorgan. Please go ahead. Your line is now open.

Ranjan Sharma

Analyst

Hi. Good evening and thank you for the presentation. Two questions from my side. Firstly, on the loan that you are repurchasing, what is the rate on that, please? And second question is one of your competitors is expressing a view that they might look to exit some countries in Asian. But I think based on what you're saying is that you're not necessarily a purchase of these assets, right, or could you look at acquiring assets of someone who might be leaving the country? Thank you.

Alex Hungate

Analyst

So Ranjan, on the TLB, we took this TLB in January 2021. The term on the structure was LIBOR plus 450. In terms of your second question on competitors exiting, look, I think we're -- I think Alicia asked a similar question around M&A or opportunities, we're very focused on our organic growth. We see a lot of opportunities ahead of us in all segments of our business. So we're just going to be heads down focused on just looking at how we can continue to serve our consumers and also our merchants and our drivers in an organic way. Again, capital allocation, we have a very strict framework within Grab here and cash preservation is critical. And also, we'll be very prudent in how we deploy capital.

Ranjan Sharma

Analyst

Thank you.

Alex Hungate

Analyst

Thanks, Ranjan.

Operator

Operator

The next question comes from Thomas Chong from Jefferies. Please go ahead, Thomas. Your line is now open.

Thomas Chong

Analyst

Thanks. Hi. Thanks management for taking my questions. My first question is about the competitive landscape. I think given that all the players are rationalizing the investment focus on ROI on their strategies, are we seeing any changes in the competitive landscape in the medium-term? And my second question is about our user experience on how we can do more to add value, to use merchants and drivers partner. What do you think is the number one priority that we need to do in 2023 in order to differentiate us from peers? Thank you.

Alex Hungate

Analyst

Thanks, Thomas. This is Alex. Let me take that. Yes, there is a lot of news flow about competitors rationalizing and potentially exiting markets as some of the questions referred to. This should -- if this continues, of course, this should reduce the competitive intensity going forward. One of the upsides of the increased cost of capital when you -- when one does have a strong balance sheet is that competitors have to get rational and they have, -- and some of them can survive faced with intense competition. So if this continues, indeed, we might have reduced competitive intensity in the future. User experience is a really key topic for us. One of the opportunities that we're looking at currently is with our data scientists is continuing to look at the acquisition funnel, the onboarding funnel and looking for opportunities just to tweak if we can just improve a percentage or point here or there. The numbers -- the impact to the bottom-line reduction in acquisition costs, improvement in retention and frequency of repurchase, et cetera these things can make massive differences in terms of the bottom-line. So there's a lot of work going on, on our funnels. We are very lucky to work with some very talented data scientists who can actually help us to do that fine-tuning and then some really creative marketers as well who can help us to nudge the consumer behavior. So I'm glad you raised the question. It's certainly something that we, as a management team, talk about all the time, the customer experience, how can we improve the funnel, how can we improve the sell-throughs. So thanks for recognizing that. That's an important, but often, unsung part of what makes a successful company implement well.

Thomas Chong

Analyst

Thank you.

Operator

Operator

Thank you. The next question comes from Jiong Shao from Barclays. Please go ahead. Your line is now open.

Jiong Shao

Analyst

Thank you very much for taking my questions. I have two questions. First is on a longer-term perspective. I was wondering if you can share with us some of your thoughts on, how we should think about CAGR growth for both mobility and delivery, let's say, for the next three years to help us understand longer-term opportunities for Grab? My second question is somewhat near-term is that, if I look at your OpEx for the quarter, it came down sequentially in all three line items. How we should think about going forward in terms of either absolute dollars or as a percentage of GMV or revenue? How we should think about going forward how that will trend, which obviously will affect profitability? Thank you very much.

Peter Oey

Management

Hi. Jiong, let me take those couple of questions. So, on the long-term perspective on growth itself, we -- where you saw that we're continuing to post growth in our revenue lines. And we're committed for 2023 to grow revenue of 45% to 55% on a constant currency basis. We're quite -- we remain bullish on the prospect of mobility also. We still have ways to go in mobility coming back to get the pre-COVID levels. So Alex talked about earlier about all the use cases they're seeing. We're keeping up with demand. We're increasing supply in the mobility front. We're, fingers crossed, the Chinese borders will open up also. Deliveries, we continue to be confident and also bullish in terms of what we can do with grocery delivery. We're just scratching the surface with our non-local commerce there so -- and then as Alex also talked about. So if you step back, looking at just our long-term prospect of our business today, organic growth remains to be robust. We're going to continue to improve engagement on our platform itself, and we're committed on the 55% revenue growth in 2023. Now on the OpEx line, your question around how should we think about this in absolute dollars, we're going to continue to optimize our cost structure where look everything -- we're looking at all line items headcount and non-headcount items. We're going to be very prudent in terms of how we deploy our capital also and how we're looking at our hiring. So we're -- you'll see that we are continuing to focus on this line item. And we -- in 2023, you'll see reduction in regional headcount. We're also -- we'll continue to focus on associated costs with those headcount also to come down. So we'll focus on this line item and we'll continue to get to that profitability of second half 2024 as a group as a main priority for us.

Jiong Shao

Analyst

Thank you very much for your thoughts.

Anthony Tan

Management

Thank you. Thank you. This concludes our question-and-answer session. I would like to turn the conference back over to Peter for any closing remarks.

Peter Oey

Management

Thank you, everyone, just for taking the time today. If you have any questions, please feel free to reach out to our Investor Relations team or visit our Investor Relations website. Talk to you next quarter. Thank you, everyone.

Operator

Operator

Thank you. This concludes Grab's Third Quarter 2022 Earnings Conference Call. Thank you for your participation. You may now disconnect your lines.