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Uber Technologies (NYSE:UBER)
Q3 2020 Earnings Call
Nov 05, 2020, 4:30 p.m. ET

Contents:

  • Prepared Remarks
  • Questions and Answers
  • Call Participants

Prepared Remarks:


Operator

Ladies and gentlemen, thank you for standing by, and welcome to Uber Technologies' Q3 2020 earnings conference call. [Operator instructions] Please be advised that today's conference is being recorded. [Operator instructions]I would like to hand the conference over to your speaker today, Ms. Emily Reuter, investor relations.

Please go ahead.

Emily Reuter -- Investor Relations

Thank you, operator. Thank you for joining us today, and welcome to Uber Technologies third-quarter 2020 earnings presentation. On the call today, we have Dara Khosrowshahi and Nelson Chai. We also have Balaji Krishnamurthy, and this is Emily Reuter from the investor relations team.

During today's call, we will present both GAAP and non-GAAP financial measures. Additional disclosures regarding these non-GAAP measures, including a reconciliation of GAAP to non-GAAP measures, are included in the press release, supplemental slides and our filings with the SEC, each of which is posted to investor.uber.com. I will remind you that these numbers are unaudited and may be subject to change. Certain statements in this presentation and on this call may be deemed to be forward-looking statements.

Such statements can be identified by terms such as believe, expect, intend and may. You should not place undue reliance on forward-looking statements. Actual results may differ materially from these forward-looking statements, and we do not undertake any obligation to update any forward-looking statements we make today. For more information about factors that may cause actual results to differ materially from forward-looking statements, please refer to the press release we issued today, as well as risks and uncertainties included in the section under the caption risk factors and management's discussion and analysis of financial condition and results of operations in our annual report on Form 10-K filed with the SEC on March 2, 2020, and in any subsequent Form 10-Qs and Form 8-Ks filed with the SEC.

Following prepared remarks today, we will open the call to questions. For the remainder of this discussion, all growth rates reflect year-over-year growth and on a constant-currency basis, unless otherwise noted. With that, let me hand it over to Dara.

Dara Khosrowshahi -- Chief Executive Officer

Thanks, Emily, and thanks, everyone, for joining us today. It's hard to believe that it's been eight months since I first spoke with you about the coronavirus pandemic. Without question, its impact on the world has been one of the most significant events of our lifetimes. And we moved quickly as a company to respond.

We've taken steps to prepare our mobility business for any recovery scenario and to seize the vastly expanded opportunity ahead for our delivery business, all while improving the overall health of the company by taking out more than $1 billion in fixed costs, strengthening our balance sheet and more rigorously allocating capital with a focus on our core segments. Despite the volatile environment, we steadily recovered gross bookings throughout the last two quarters, with September run rate gross bookings reaching nearly 65 billion, down just 6% compared to last year. And despite the 50% decline in mobility gross bookings, we ended Q3 with total company adjusted EBITDA only 7% lower than last year, and we expect to improve adjusted EBITDA year on year in Q4. Whether consumers want to safely go some place somewhere in their city or get something delivered to their door in 30 minutes, Uber is becoming their go-to app.

In September alone, over 80 million people generated more than 425 million trips or deliveries across our platform. What I'm even more proud of, though, is that we connected 3.2 million drivers and delivery people to earnings opportunities and over 560,000 restaurants and small businesses to their customers during an unprecedented economic crisis. I'll now dive into each of our core segments, starting with mobility. Unsurprisingly, the mobility recovery continues to be directly correlated with the level of lockdown restrictions in any given city.

When cities start to move, so too does Uber. Mobility gross bookings continued to improve throughout the third quarter, nearly doubling from Q2 levels and down 50% year on year. We saw mobility GBs improve 10% month on month versus September to down 44% year on year. That's October mobility gross bookings.

Lat Am and APAC led the recovery, offset by slower gains in the US and Canada, with a modest contraction in EMEA driven by the new lockdown orders. The US has been an overall drag on our global recovery. As a point of comparison, mobility GBs outside of the US were down 34% in October versus down 55% in the US But we have some bright spots even in the US Since bringing the case count under control over the past few months, New York City has improved significantly, with bookings recovered to 63% of year ago levels in October. We're seeing Uber recover faster than taxi and public transit in the city, indicating a deep level of consumer trust we believe stems from the safety technology investments and the reliability of our service.

New York City rider engagement is up double digits year on year, but it's particularly up during nonpeak hours, suggesting the emergence of new use cases. As of last week, while New York weekday commute and weekend gross bookings have recovered to roughly 85% of prior-year levels, weekday gross bookings outside of commute hours have recovered to nearly 100% of prior-year levels. Elsewhere, Brazil, our largest market on trips, recovered to 87% on prior-year levels in October. We're seeing workday commute, weekend use cases nearly fully recovered year on year, with airports, of course, lagging.

All early evidence we see makes it increasingly clear that it's a question of when, not if our mobility business will recover. These trends give us the confidence that mobility will fully recover as public health situation improves and as people return to Uber to get to work, go shopping or reunite with their friends or family. Finally, it's important to note that we're continuing to invest in product innovation to drive growth. For instance, our taxi business grew nearly 20% year on year in Q3 and autorickshaws and motorbikes are recovering faster than the rest of our mobility segment.

We're leaning in and seeing strong momentum with Uber for Business. Nearly 40% of our top 50 enterprise accounts are new since March, driven by increased demand for new products, including specialized commute offerings and guest products such as vouchers. Now, switching over to our delivery business, which is benefiting from a massive structural shift in consumer behavior. As I've noted before, consumers are quickly becoming accustomed to the magic of having anything delivered to their door in half an hour, much like the magic of having a car show up in a few minutes.

It's my belief that the tailwinds behind this category are so strong that we can continue to deliver exceptional growth while also improving profitability. In Q3, delivery gross bookings accelerated to 135% annual growth rate and reached a $35 billion GB run rate. Adjusted net revenue nearly tripled year-on-year, expanding take rate to 13.3% and improving adjusted EBITDA margin as a percentage of ANR by more than 10 points quarter on quarter. This growth is coming not only through an influx of new users, but also from higher engagement from existing users, with delivery MAPC growth over 70% and trip growth over 110%, excluding markets that we exited.

Eater, restaurant, delivery driver retention all increased year on year and quarter on quarter. And we continue to add new eaters at an elevated level. We did all of this with consistent improvement in the unit economics of this business in each quarter of this year. On the competitive front, we improved our category position in most major markets around the world, including growing GBs at triple digits year on year in several large markets, including the US, Canada, UK, France, Spain, Japan, Taiwan, among others.

In the UK, we continued to expand our national footprint outwards from our leading position in London, delivering gross bookings growth of nearly 200%. On a trip basis, we're now only about 30% smaller than the reported numbers from Just Eats Takeaway. This compares to 60% smaller a year ago. While the US remains one of our most competitive markets globally, we made real progress in the quarter with GBs up roughly 123% year on year.

We improved our position in 11 of the top 15 markets, including New York City, Chicago, Washington, D.C., Boston and Atlanta. Bookings in New York City grew more than 150%, sustaining our momentum from Q2, even as the city led the US in reopening. We've also made meaningful progress in corporate ordering with our Uber for Business platform, adding new enterprise customers like Bank of America, Unilever and Citadel. We also leaned into a number of growth opportunities during the quarter.

We closed our Cornershop transaction in all markets, excluding Mexico, and scaled our grocery business to over 30 markets, exceeding $1 billion in annual run rate. We expanded Uber Eats Pass to four additional countries, surpassing a combined 1 million paid members across Uber Pass and Eats Pass. We're particularly encouraged by the improved user trends we see with our Eats Pass members and will continue to roll out our other markets in Q4. Our ads offering is now live in the US with over 30,000 restaurants running ad campaigns, many with significantly positive ROI.

Even with the substantial growth investments, we continue to make progress toward profitability. In Q3, we had over 10 delivery countries adjusted EBITDA breakeven or better. While we recognize we still have enormous opportunity for growth and investment in the segment, we're confident that we can lean in and turn delivery EBITDA profitable sometime next year. Lastly, quick run on Proposition 22, which we're happy to say passed with a healthy margin in California.

This important question has now been settled in the most populous state in the country. California voters listened to what the vast majority of drivers want, new benefits and protections with the same flexibility. Going forward, drivers and delivery people in California will be guaranteed a minimum earning standard, healthcare contributions, accident insurance, increased safety protections and more. We feel strongly that this is the right approach.

We should be adding benefits to gig work to make it better, not getting rid of it altogether in favor of an employment-only system. That's why going forward, you'll see us more loudly advocate for new laws like Prop 22, which we believe strike the balance between preserving the flexibility that drivers value so much while adding protections that all gig workers deserve. Our proposal for a new pragmatic approach is supported by 82% of drivers and 76% of voters. And it's a priority for us to work with governments across the US and the world to make this a reality.

To sum up, while the last eight months have been tough, for me, for the team and for the millions of people and businesses who rely on our technology, I'm more optimistic than ever about Uber's future. The tough actions we took, the resilience we've demonstrated give me confidence that we'll emerge from the pandemic on an even stronger foundation, more nimble, more innovative and more relevant to people's lives than ever before. Now, over to Nelson for more details on the numbers.

Nelson Chai -- Chief Financial Officer

Thanks, Dara. In spite of the unpredictable environment, I'm pleased with our ability to adapt quickly to respond to the challenges of COVID, stabilizing the business in the case of mobility and seizing new opportunities for delivery, all with the relentless focus on cost discipline and a drive toward quarterly adjusted EBITDA profitability in 2021. I will now discuss key operational metrics, as well as non-GAAP financial measures. All comparisons are year over year and on a constant-currency basis, unless otherwise noted.

Total company gross bookings declined 8% but improved 44% quarter over quarter. Adjusted net revenue or ANR was $2.8 billion, down 19%, but again, up 47% versus the second quarter. Our ANR take rate was 19.1% of gross bookings, down 238 basis points year over year and up 32 basis points quarter over quarter. Non-GAAP cost of revenue, excluding D&A, increased to 46% from 45% of ANR, but down $320 million on an absolute basis, driven by lower volumes in our mobility business, resulting in a decrease in insurance and payment costs.

Turning now to non-GAAP operating expenses, which include pro forma adjustments such as stock-based compensation and restructuring charges. Operations and support decreased to 12% from 13% of ANR and was down $119 million on an absolute dollar basis, reflecting the headcount reduction actions taken in the second quarter. Sales and marketing increased to 32% from 30% of ANR, but decreased $152 million on an absolute dollar basis as we saw lower marketing and promotion spend in our mobility business. R&D increased to 14% from 13% of ANR but down $75 million, primarily driven by a decrease in people spend.

G&A increased to 18% from 15% of ANR, but again, down 14% from a year ago. Quarter over quarter, our spend increased $76 million but improved as a percentage of ANR at four percentage points of continued top line recovery. Our Q3 2020 total company adjusted EBITDA loss was $625 million. Now, I'll provide additional segment detail on our segments, starting with mobility.

Mobility gross bookings of $5.9 billion improved 94% quarter over quarter and was down 50% year over, year. And ANR of $1.4 billion improved 72% quarter over quarter and was down 51% year on year, while take rate of 23.1% improved year over year due to rationalization of incentive spend, mainly in the US and in Canada. Despite a significant headwind to our top line performance, mobility adjusted EBITDA was $245 million or 18% of mobility ANR, improving $195 million quarter on quarter. Now, to delivery.

We've seen continued tailwinds related to stay-at-home orders, as well as the consolidation of Cornershop results this quarter, driving delivery gross bookings to $8.6 billion, up 135%. Delivery ANR of $1.1 billion, up 191% due to an increase in food delivery orders, higher basket sizes from stay-at-home order demand, coupled with network efficiencies, mainly in the US Delivery ANR take rate was 13.3%, up 256 basis points year over year and up 56 basis points quarter over quarter due to overall improvement in basket sizes and rationalization of incentive spend. Additionally, we realized an 80 basis point benefit year over year from business model changes in some countries that reclassify certain payments and incentives as cost of revenue. Delivery adjusted EBITDA was a loss of $183 million or negative 16.1% of ANR, but that represents a $49 million and 10% improvement quarter over quarter, respectively.

On to freight, which grew ANR 32% to $288 million, and adjusted EBITDA was a loss of $73 million. Freight EBITDA margin improved nearly 12 percentage points year-over-year, but weakened two percentage points quarter over quarter. The shift in consumer consumption from services to goods as a result of COVID has led to a surge in demand for freight. Combined with industrywide driver shortages, this has led to a rise in market rates and pressure on margins across the industry and our freight business.

Despite the industry headwinds, we are encouraged by the progress made this year. Tech-driven solutions can provide value to shippers and carriers, and we've seen this through the strong growth of digital channels like API-tendered loads and adoption of other SaaS solutions like Uber freight enterprise. Over time, these real-time solutions will reduce our exposure to market volatility, while also delivering strong economics. On to ATG and other technology programs.

The adjusted EBITDA loss for the quarter was $104 million. In Q3, we returned our test vehicles to the streets of Washington, D.C., in addition to continuing operations in the Pittsburgh market. Our Q3 2020 corporate G&A and platform R&D of $510 million, which represents the G&A and R&D not allocated to one of our segments, improved 18% and held relatively flat quarter on quarter on an absolute dollar basis. As a percentage of total ANR, corporate G&A and R&D improved eight percentage points quarter over quarter as we saw fixed cost leverage from restructuring actions taken in Q2.

As a reminder, platform R&D represents over a third of the spend in the category, and corporate G&A also includes accrued sales taxes and other fees. In terms of liquidity, we ended the quarter with approximately $7.3 billion in unrestricted cash, cash equivalents and short-term investments and have access to over $2 billion from our revolver, providing us with ample liquidity to manage through the recovery ahead. Based on October trends, I'll provide a few comments around our expectations for Q4. In October, mobility was at a $28 billion annualized gross bookings run rate.

While we expect the recovery to continue, we would highlight two factors to consider in Q4. First, EMEA, which was our most recovered geography in Q3, started experiencing new lockdowns in October, including in France and UK EMEA mobility gross bookings declined 3% month over month in October. And FX will continue to be a drag on year-on-year trends, particularly with LatAm as our most recovered geography today. For context, the Brazilian real has depreciated roughly 30% year on year, and we saw a 3-point adverse impact from FX in Q3.

In October, mobility gross bookings were down 44% year over year on a constant-currency basis or down 47% year over year on a reported basis. We expect mobility ANR take rates to be relatively flat year-on-year, consistent with normal seasonal declines, despite adverse geographical mix due to slower recovery in the US For context, as a percentage of mobility gross bookings, the US is currently 10 percentage point lower than in 2019. We expect delivery adjusted EBITDA losses in Q4 to be similar to Q3 levels on an absolute basis, with sequential improvements beyond Q4. As a reminder, we are leaning into delivery opportunities, including with incremental brand marketing spending in the US and Europe, as well as investments in our growing grocery business.

We expect stock-based compensation in Q4 to be 200 to $250 million. Overall, I'm pleased with the health of the business today and the progress we have made throughout this year. Importantly, we are not letting up on our profitability goals, even with our mobility gross booking still down significantly. In Q3, we produced 245 million in mobility adjusted EBITDA, up nearly 200 million quarter on quarter.

Put another way, this quarter's mobility adjusted EBITDA margin of 18% was down only four percentage points year-on-year, demonstrating the structural improvements and profitability we have achieved despite the impact of the pandemic. Based on our current cost structure, we are confident that we can achieve total company adjusted EBITDA breakeven with mobility gross bookings 10% to 20% lower than Q4 2019 levels, and we now expect delivery to be breakeven sometime in 2021. With that, I'll open it up to questions

Questions & Answers:


Operator

[Operator instructions] And your question will come from the line Brian Nowak of Morgan Stanley. Please go ahead.

Brian Nowak -- Morgan Stanley -- Analyst

Thanks for taking my questions. I have two. Just the first one on the individual cities or markets where you've seen a sharper recovery in rides, can you just talk to us about what you're seeing in the competitive environment side for either drivers or riders? Then the second one, congrats on Prop 22. Congrats.

Question on that, as we're sort of thinking about it, philosophically, talk to us about how you think about Prop 22 now impacting the pricing for the riders, as well as strategies that could change the way you think about attracting drivers and maximizing their overall earnings?

Dara Khosrowshahi -- Chief Executive Officer

All right. Thank you very much for the question. As far as the recovering markets and the competitive environment there, I'd say the environment is constructive, a couple of notes. Generally, in certain markets and the US being an example, as the markets come back, we're actually in more of an undersupply position than an oversupply position as these markets come back.

We have to make sure that drivers understand that it's safe to drive. I think that they're very comforted by the investments that we've made in technology and how clear we have been as it relates to our no mask, no ride policy, but it takes time, and these are human beings. And what's happening outside is very tough. So, the driver supply coming back is a bit slower than we would want.

Some would say that's a first-class problem, and we are putting some incentives into the market in order to make sure that drivers come back and they have great earnings opportunities during a period where economically more and more people need those earnings opportunities. As it relates to riders, what we are seeing is that the earlier cohort of riders who is coming back tends to be more price-sensitive. These are folks who have to come back to work. They don't have the option sometimes to stay at home.

And as a result, we're seeing a cohort that is more price-sensitive in general, which is a little bit different than what we've seen in the past, which will provide some margin pressure for us. Although I tell you, if you look at our margins now, we're more than making it up in terms of discipline, etc. So, as the world returns to normal, we think there will be margin upside as the cohort of riders that kind of come back represent a more fulsome kind of example of the ridership that we had pre-pandemic. All that said, as it relates to the competitive environment, it's constructive, all the competitors are being rational, and we don't see that changing.

As far as your second question, Prop 22 increases and strategies. Listen, I think on Prop 22 for now, what we are really focused on is making sure that we do everything that we can to get the benefits that Prop 22 promises to drivers as quickly as possible. There's some calculation that you have to do in terms of minimum earnings standards, etc. So, we are very much focused on the execution on Prop 22 as it relates to our drivers and drivers who use a platform.

It may have some implication as it relates to rates, but we think that any effect that it has on rates will not have a significant effect on trip volumes one way or the other based on the kinds of sensitivities that we've seen in the past.

Brian Nowak -- Morgan Stanley -- Analyst

Great. Thanks, Dara.

Dara Khosrowshahi -- Chief Executive Officer

You're welcome.

Operator

And your next question will come from the line of Heath Terry of Goldman Sachs. Please go ahead.

Heath Terry -- Goldman Sachs -- Analyst

Great. Thank you. You mentioned the recovery that you're seeing in New York. As you look at the recovery in places like New York, Hong Kong, even what you were seeing in London before the more recent lockdowns, can you give us a sense in terms of the characterization of the type of customers that you're seeing, the level of activity, what you're seeing in terms of business versus leisure versus obviously the travel part, which is going to be smaller? And then what that sort of tells you about the pace of the recovery that we can expect in terms of other markets opening back up even as we start to see lockdowns like what we're seeing in Massachusetts happen.

So, just appreciate any sort of additional kind of insight around the ride-hailing business that you can share based on that. And then, you mentioned sort of the rationality of competition. Interested in any insight into how that carries over to the food delivery business post some of the consolidation that we've seen there.

Dara Khosrowshahi -- Chief Executive Officer

Sure. As far as the shape of the recovery, I think, first of all, the shape of recovery, it's a city by city recovery that very much depends on the health situation on a local basis, which, as is patently obvious, we can't do anything about other than making sure that our platform is the safest transportation platform out there. And I really do think it is in terms of the technology that we have invested there. We looked at kind of, well, does a recovery -- does commute come back faster, workday come back faster, weekend come back faster, etc.? And on a global basis, there is no tale to tell, which I consider great, which is the business just comes back.

And there are some markets where work use cases are coming back faster than non-work use cases. The one interesting trend that we are seeing is, as I mentioned in New York, the kinds of use cases that riders are using to engage with Uber seem to be changing, and we are getting kind of a broader demand set at broader hours of the day. So, people are using the service whereas they might have used it only in commute hours, they're kind of extending the hours, which might be just being more flexible in terms of how they live or might be entirely new use cases. Hey, I've got to go get groceries, and I'm going to use Uber.

The second factor that we are observing is that Uber is coming back faster than other transportation alternatives. I think we all want mass transit to come back. The mass transit systems in many cities have been in a very, very difficult state. We believe in mass transit with investments that we've made in Routematch, but we're seeing Uber, for example, come back much faster than mass transit.

Same thing as it relates to taxi. For example, when we look at our volumes versus taxi in New York City, Uber is coming much faster than taxi, again, I think because of the investments we made on the platform, because of all the information that our riders have and our no mask, no ride policy, for example. So I think to sum it up, the evidence that we're seeing is, Uber comes back when cities come back. And if anything, Uber is an advantaged form of transportation versus alternatives as they come back.

It's very early. Is this going to translate into long-term behavior? We're kind of seeing that food certainly translate into long-term behavior. So, we like where we stand, but we, like everyone else, are waiting for the world to open up. As far as the food delivery space goes, again, nothing of note.

We are focused on our own service, making sure that our reliability or dependability, the average time to order, etc., all of these areas continue to improve. We're very much focused on optimizing cost per trip and kind of the number of contacts that we have. And the result of all that, along with the Uber brand and are continuing to lean into the Uber brand with, for example, the Tonight I'll be Eating campaign, has resulted in our ability to improve margins and generally improve our competitive position over our competition. So, nothing of note to call out on the competitive front one way or the other, other than we're growing faster than our competitors, and we're going to keep it that way.

Heath Terry -- Goldman Sachs -- Analyst

Great, thanks.

Dara Khosrowshahi -- Chief Executive Officer

You're welcome.

Operator

Your next question will come from the line of Justin Post of Bank of America. Please go ahead.

Justin Post -- Bank of America Merrill Lynch -- Analyst

Great. Thanks for taking my question. I guess, I'll focus on the delivery business. You're clearly kind of doubling down as a company, buying Cornershop and Postmates.

But just give us a flavor of, do you think that business could be bigger than or similar to rides at maturity? Secondly, I think you said you expected delivery to be profitable next year, just want to double check that. And what's different about the cities that are profitable versus those that aren't? And then third, maybe a Cornershop update.

Dara Khosrowshahi -- Chief Executive Officer

Sure. Absolutely. I'll start and then, Nelson, if you can take on the delivery profitability question. As far as the delivery marketplace, listen, I think the TAM that we see in this segment is just as big as the transportation TAM.

It is very, very significant. And the crisis, the pandemic crisis certainly has introduced new customers to the segment at a velocity that, frankly, we had not anticipated. We could not have anticipated. In hindsight, the fact that we doubled down on this category as aggressively as we did for the past two, three years, it's either foresight or being lucky, and it's probably a combination of both.

The point that I would make as it relates to delivery and how big it can get is, the extraordinarily low penetration that we still have in terms of the restaurant universe being on the Eats platform. We talked about 560,000 restaurants being on the platform. In the US, we have about 30% of restaurants in the US In the UK, we've got about 16% of restaurants. In France, it's 15% of restaurants.

In Mexico, Brazil, it's about 10% of restaurants. In Japan, it's less than 5% of restaurants on our service. So that would tell you that the growth that we have going forward is going to be many multiples as we penetrate deeper and deeper into newer restaurants. Now, I think that the incremental restaurant that we bring on to the platform probably is not going to be quite as productive as the restaurants already on the platform, but it just tells you that we're very, very early in the penetration here.

I'm not going to make a call as to whether mobility or delivery are going to be bigger. I want those teams to fight it out. I think the great thing about Uber is that we've got both. We have a path to profitability for both, and we have a natural hedge, as well as global scope that no other company is even close to.

Nelson, do you want to talk about delivery profitability, and then I'll end with Cornershop?

Nelson Chai -- Chief Financial Officer

Sure. So, what happens in countries where we are profitable, we have a very strong, what we call, competitive position, you call market share across a number of the key cities in the country. This leads to very, very good selection, as well as mid-teens type take rates, which we've talked about how important that is in the past. It tends to be teams that are really executing well in terms of building the brand investment and then continue to make some of the operational improvements.

So you've heard Dara actually call out the progress we're making in the UK. And so, that has all the making of how you get a country to be very profitable like we have already in the system. So, the result of all this is we tend to have really high customer loyalty and then we have this great experience. And so, in France, for instance, we actually have a 24-minute average delivery time.

And so, we just really outperform everybody. And so, again, there's nothing special. It's just the teams are doing a great job, and we think that we'll be able to bring more countries toward those type of metrics as we continue down the path.

Dara Khosrowshahi -- Chief Executive Officer

Great. And then, as it relates to Cornershop, it's very early. We love the Cornershop team. And our grocery business now is a, combined between Cornershop and our delivery platform, over $1 billion in run rate.

We expect that to be multiples of that $1 billion next year. So, we're leaning forward pretty strongly as it relates to Cornershop. We signed up a number of partners, Southeastern Grocers, Red Apple, Sainsbury's, many, many brands all around the world. And we think we're at the very, very early days.

Note for investors that we have not closed Cornershop in Mexico. Mexico is one of Cornershop's leading markets. We are optimistic that we'll receive an approval from COFECE that has been undergoing a rigorous analysis here of the acquisition. We see the transaction benefits customers, merchants and earners and allow Uber Cornershop to just bring far more option to consumers for a service that's now classified as essential there.

We're looking forward to getting into Mexico, hopefully, if COFECE approves the deal. And I think it will showcase Mexico as a real world-class hub for entrepreneurship and foreign investment.

Operator

Our next question will come from the line of Mark Mahaney of RBC. Please go ahead.

Mark Mahaney -- RBC Capital Markets -- Analyst

Sorry. Yeah, I'm on. Two questions, please. First, I think you provided a little bit of a trading update for mobility for the December quarter.

Could you do the same thing with Eats -- or I'm sorry, you did for mobility, but not for delivery. Any update on delivery for the quarter? That growth rate is staggeringly high. Obviously, it's got to come down, but how do you think about the rate at which that comes down? And then, Dara, you mentioned a couple of times these kind of newer cases for mobility different times of the day. Do you have just some basic examples of what those kind of newer cases of mobility would be?

Nelson Chai -- Chief Financial Officer

So Mark, I'll handle Q4, and I'll let Dara talk about the use cases. So, we do expect you'll continue to see the momentum continue kind of where we are today in the very healthy triple-digit kind of range. I was careful to provide guidance in terms of the segment EBITDA for the quarter in Q4, largely because we are investing behind the business that need to be put. So, that business continues to do extremely well.

We're very, very optimistic. We would not have made the commentary about profitability on delivery at some point next year if we didn't see the efficiency, as well as the consumer adoption that's going on.

Dara Khosrowshahi -- Chief Executive Officer

And Mark, in terms of the use cases, listen, they're very broad. And I haven't looked at it personally as to what the use cases are. What's interesting is that the number of trips per rider, not all ridership is back, but the riders who are starting to use our service, the trips per rider is up significantly. And during these kind of other times, the trips per rider is actually up double digits.

And I think, listen, if you live in a city, Uber is just a utility type of use case. People use it for all kinds of different uses. We've introduced hourly rentals. We've introduced the ability to deliver packages as well.

So, all of the new use cases that we're introducing essentially broaden the service, and we're certainly seeing that broadening translate into a greater use of the service in different times of the day.

Mark Mahaney -- RBC Capital Markets -- Analyst

OK. Thanks, Dara. Thanks, Nelson.

Dara Khosrowshahi -- Chief Executive Officer

You're welcome. Next question.

Operator

Your next question comes from the line of Mark Shmulik of Bernstein. Please go ahead.

Mark Shmulik -- Bernstein -- Analyst

Yeah. Hey, guys. Thanks for taking the question. A couple, if I may.

The first, you mentioned a bit about kind of what were some of the drivers behind the MAPC number. And would love if there's any incremental color you can share in terms of what's making that up in terms of whether it's just returning users, new users? I know you launched a new iOS app and like how that cross-sell might be going would be great to hear. And then the second one is, as we think about the delivery business, it sounds like ads is now up and running, grocery certainly and pharma as well. How do we think about the changing economics for the delivery business with all of those kind of new businesses that are sitting within it?

Dara Khosrowshahi -- Chief Executive Officer

Sure. As far as MAPC goes, we're seeing very, very significant MAPC growth for the delivery business as expected. The number of new eaters coming on to the platform remains at elevated levels. And the retention of those eaters has also increased on a year-on-year basis.

So, we got more eaters. They're staying longer. They're ordering more. And that translates into very, very strong MAPC growth.

We're seeing a good MAPC bounce back on the mobility side of the business. And mobility is still, even with delivery being at the elevated levels that it is, the mobility business has a significantly higher number of MAPCs than delivery. So, mobility for us, one, is coming back nicely with strong margins, but it's a great loudspeaker that we have as it relates to the new app. And what we're seeing happen is that with zero cannibalization of our mobility business, we are able to introduce a whole new segment of rides users to Uber Eats.

And often, we see them coming back to Uber Eats within the mobility app itself. So, we actually, early on, we expected, well, we'll throw them to Uber Eats, download the app. Sometimes they'll use the rides app. Sometimes they will use the Eats app.

A double-digit percentage of folks who use the rides app now are just using kind of the Eats web view inside of the rides app, which we think is a great sign. This, we think, is a pretty strong advantage. It's increasing the frequency of use for our mainline Uber app. And it's introducing a new, a whole new segment to Eats, and it's kind of a growth channel that we have that some of our competition clearly doesn't have.

In terms of the new businesses, the way I'd simplify it is, ads is clearly a very high-margin business and something that we're quite excited about. Grocery and pharma on balance are going to be lower margin than our mainline business because they're just not nearly as mature. So, I think the grocery and pharma will have negative effects on margin going forward. Ads will have a positive effect.

We think we have the capability as it relates to our portfolio to balance the investments and the growth to get our delivery business to profitability next year.

Mark Shmulik -- Bernstein -- Analyst

Great. Thank you.

Dara Khosrowshahi -- Chief Executive Officer

You're welcome. Next question.

Operator

Next question will come from the line of Ross Sandler with Barclays. Please go ahead.

Ross Sandler -- Barclays -- Analyst

Hey, guys. Just back to Prop 22. You had provided some stats that if you had rolled this out in 2019, it would have cost you a little bit more in a blog post a few months ago. If we apply that to just the unit economics, you're already above the minimum wage in a lot of markets.

So, what's the incremental driver earnings or costs that you'll have to absorb post Prop 22 rolling out, I would say, in all US markets? Maybe if you just do a per unit and then maybe a 2022 impact. And then, back to the frequency and retention for Eats, Dara, you just mentioned that you're seeing a huge uptick. What do you see in frequency and retention for Eats customers relative to pre-COVID levels that informs you about your ability to kind of retain some of this GMV that you're seeing right now longer term? And anything that you're seeing in the data that suggests that the uptick is permanent versus temporary?

Dara Khosrowshahi -- Chief Executive Officer

I'll start with the second, and Nelson, if you can then finish up with the first as far as the economics go. As far as the frequency and retention, listen, it's going to be very difficult to kind of look forward. And one way in which we try to understand what's going to happen post-COVID is to compare markets like a New York or certain countries that have opened up, let's say, France before the lockdown, or are in the process of opening up in advance of the other countries and to see whether the retention metrics or the basket size, etc., whether these metrics go down. And we haven't seen any evidence of that.

There's no question that we are benefiting from the higher MAPCs, higher retention, higher basket size, higher frequency of order. As we look at the markets that have opened up, we don't see any significant degradation of any of those metrics. We'll watch as we go forward. There's no question in my mind that this represents fundamentally, there's a fundamental behavioral shift that has gone on.

I think people aren't going to stop using Amazon. People aren't going to stop using Eats. And we're taking advantage of that not only to grow our mainline business, but also to get into local commerce adjacencies. And I think we're one of the very few companies in the world to be able to take advantage of that at this kind of scale.

Nelson, do you want to talk Prop 22?

Nelson Chai -- Chief Financial Officer

Yeah. So, Ross, obviously, there's a lot of ifs and ans so it's difficult to really answer it. And so, it's not because you have to do it based on certain volume. But obviously, it's very important that we maintain the independent contractor status.

It will result in probably a 5% type increase in order to cover the incremental, whether it be minimums, whether it be incremental benefits. And we do expect that much of it will be passed along. Now, it could be different depending on the city by city or the time of day. But again, as Dara said earlier, we do believe that it will be manageable.

And we don't believe based on the models we run that it will have a material impact in terms of demand.

Dara Khosrowshahi -- Chief Executive Officer

And this is specific to the mobility business.

Nelson Chai -- Chief Financial Officer

Specific to mobility, yes. Next question.

Operator

Your next question will come from the line of Eric Sheridan of UBS. Please go ahead.

Eric Sheridan -- UBS -- Analyst

Thanks for taking the question. Maybe one big picture one and one following up on Prop 22. From a big picture perspective, Dara, how should we be thinking about the type of behaviors you're seeing as the product set you offer to consumers continues to widen and the proposition continues to go a little bit deeper in terms of wallet share in local commerce? And what that might mean for sort of spend per customer on an annualized basis, or maybe even reflecting it back to cost, whether you could see a large inflection point in terms of marketing ROI that might give you a differentiated edge versus your competitors. And then on Prop 22, with the industry having one, how should we be thinking about what that means for either other states or maybe even a national solution? There's been a lot covered in the press on potential paths forward for the industry to be regulated, not in the form AB5 was, but maybe to find a middle ground here.

I would love your perspective on that as well.

Dara Khosrowshahi -- Chief Executive Officer

Absolutely. So, Eric, what we see consistently is that as we add utility to both our mainline Uber app and our Eats app, the utility being just more to do in kind of an artful, well-designed way, the engagement with our app increases. So, again, with our mainline app, as we add choices, etc., these choices don't cannibalize the mainline use of that. And we're very careful to make sure we test and learn and understand what the use cases are so that we're not getting in your way.

But in general, as we increase utility, as we increase choice, engagement increases. And as engagement increases, then retention rates, etc., increase as well. We are now in a position to do this for two apps in two very large segments. In mobility, as far as getting deeper into mobility, not just rides, but we got taxi product internationally.

We're investing in mass transit and many other bikes and scooters in our partnership with Lime. So, we're expanding into other use cases as it relates to transportation. So, any time you want to go someplace, you come to us. We have the cross-promotion from our mainline Uber app into our Eats App.

And with Eats now, we're expanding from just food now to grocery and pharmacy and other categories as well. And we're seeing, again, greater engagement, greater retention, higher spend as it relates to these consumers. We're underscoring this higher engagement with going out and launching Eats Pass and Uber Pass or subscription products. So, subscription products essentially allow riders or eaters to get a discount for a subscription fee every month.

We have over 1 million subscribers. We see the growth there as being very, very significant. And we see the frequency of our Eats Pass and Ride Pass subscribers move up a notch, a significant notch in terms of the number of times that they come back. So I think that we've got this kind of a structural platform, two apps, one of which is making a transition from rides to all transportation.

The other one that's making a transportation from grocery to all local commerce. The two of them essentially will be cross-promoting each other, and we will have a foundation of a payments platform, a routing platform but also a membership platform as well. We think this puts us in an enviable position on the competitive front, but it's a lot of work to do from the teams. It's not going to be a plus 50%.

It's like all of this work gets you advantages of 2, 3, 4% in terms of customer acquisition and lifetime value on a quarter-by-quarter basis. But the compounding effect of all this, we think, puts us in a very, very strong competitive position. As far as Prop 22 and your question as to its expansion. Listen, we have always come forward.

We were the first to come forward with this IC-plus model, the idea that drivers deserve flexibility plus benefits. I wrote a New York Times op-ed about this. We want to have a dialogue with governments and other states. We have had really constructive dialogue in other countries like India just passed a legislation that we think was very constructive.

So, absolutely, we will have dialogue. And I think with dialogue, usually, you wind up at the right place, which is the middle ground. And we think just this IC-plus model, it has huge support with our drivers, it has huge support of the voters. And we think over the long term, it's going to win.

Next question.

Operator

Your next question will come from the line of Pierre Ferragu of New Street Research. Please go ahead.

Pierre Ferragu -- New Street Research -- Analyst

Hey. Thanks for taking my question. You can hear me well?

Dara Khosrowshahi -- Chief Executive Officer

Yes.

Pierre Ferragu -- New Street Research -- Analyst

Great. I was looking at your marginal economics between the second and the third quarter in the recovery. And it looks like if I look at rides, you have like a marginal take rate if I take your ANM, like different growth in ANM divided by growth in bookings of 20%. And then, on that, you have an EBITDA margin of about 35%.

And so, my question was, does that reflect well your economics outside of the US because it looks like that's where you got most of your sequential growth? And should we expect once you grow sequentially with a stable mix, should we expect to start seeing your target profitability metrics, 25% take rate and 45% EBITDA margin, showing up on a marginal basis like that?

Nelson Chai -- Chief Financial Officer

So Pierre, thank you for the question. Yes, we are seeing continued improvement in the bottom line margin sequentially as the business starts coming back specifically on mobility. If you listened to the first-quarter call, we actually talk about the fact that if you looked at the February year-to-date number pre-COVID, we are actually getting to about a 30% margin as a percentage of ANR already. And so, we knew, we were confident in terms of our ability to get to our longer-term margin targets because of the leverage we have.

With the actions that we took on the productivity side, again, we feel confident that as the world recovers, and you've seen the quarter-over-quarter recovery, both at the top and the bottom line for our mobility business, that we will be able to achieve those longer-term margins. Part of it is that the COVID recovery is real. And so, obviously, as places like Paris and London go back into lockdown that impacts the number of rides and how much people are going out. The fact that all of us are on these calls right now, we're all sitting in our own different homes.

Again, so once we start moving around, we're confident we will get to our longer-term margins. Pre-COVID, we were already getting there on the mobility side of the business. And so, we do know, especially based on the actions we've taken that we will again. If you look at our Q3 performance, based on the rides business being down 50% year over year, we think that it showed very good margin profile.

Pierre Ferragu -- New Street Research -- Analyst

And maybe a quick follow-up, a similar question on delivery. So, you increased revenues massively, more than doubled them, and you are still far from your target margin. So, I guess this is not that much scaling out that is going to improve profitability in delivery. So, how should we expect that to come through going forward?

Nelson Chai -- Chief Financial Officer

So again, what we've talked about is the fact -- and the earlier question, we talked about, what is it about the countries where we're profitable today. As you know, our delivery business, which is really the old Uber Eats business, is a little more than four years old. And so, the business has grown tremendously. We run the largest food delivery business outside of China globally now.

You've seen the tremendous growth we have. And so, we've made tremendous improvement in terms of improving the bottom line on the efficiency side. We've talked in the past about getting toward those mid-teen type of take rates in that business, which we have in those countries. So, as we continue to grow the business, as we continue to move our competitive position, again, we think that we will be there.

But again, the path on the delivery margins will take a little bit longer, just like it took in terms of getting there for the rides part of the business.

Dara Khosrowshahi -- Chief Executive Officer

And I'll remind you that there are many markets where penetration, in terms of restaurant penetration is 10, 15, 20%. So, we think that the right strategic way forward is to lean in on growth and drive profitability, and we can do both. We're in a great position to be able to deliver both. Next question.

You're welcome.

Operator

And your next question will come from the line of Alex Potter of Piper Sandler. Please go ahead.

Alex Potter -- Piper Sandler -- Analyst

Thanks. Yeah. Maybe just a quick follow-up on that question. You talk about the areas where restaurant participation, you're at the 10, 20, 30% penetration rate.

Regionally, are you talking primarily about suburbs there in the US? And if so, what's the status update? And then I have one follow-up on freight.

Dara Khosrowshahi -- Chief Executive Officer

Generally, our penetration in the cities or larger cities is higher than our penetration in the suburbs. But again, like Nelson said, we really got into this business in a real way four years ago. So, we just have lots of expansion room and greenfield in smaller cities, secondary cities, tertiary cities, as well as suburbs. We are certainly making headway in the suburbs in the US But there are areas like Japan, for example, where we were very much focused on Tokyo and some of the other big cities, but now we're growing at over 300%.

And it is an expansion into secondary cities, but also outside of city proper in places like Japan as well. So, the move to secondary cities, suburban move, it's not a US-only effort. It really is a global effort. You had a freight question?

Alex Potter -- Piper Sandler -- Analyst

Yeah. So, I guess just on strategic fit. I mean, obviously, it makes a ton of sense. We talk about Eats basically in the same breadth as mobility and you can cross-sell.

And there's so much strategic fit between those businesses. How do you see freight fitting into that? Can you lever all of the work that you have and all of the great position that you have in other businesses into that business or is it more or less operating in a vacuum?

Nelson Chai -- Chief Financial Officer

So I would like to say it's operating in a vacuum. So, there is some back-end technology and stuff that we can do. But it is a little bit different because it is not a consumer-facing business. We think that freight is a very attractive business.

You know the progress we've made there. But you also know that we recently raised 500 million from Greenbriar at a roughly 3.3 billion valuation. And we believe that money and that investment will allow us to fund freight until it's profitable. The business continues to scale and grow.

And we love the fact that it's doing it, and we kind of judge it on its own. Would there ever be a point? I don't know. But right now, we kind of like what we're seeing from the freight business right now. The freight marketplace went through a very challenging summer because of the increased demand in terms of trying to get goods shipped across the country.

And there's a tight labor supply because of the $600 weekly stuff. But we're working through that. The business is getting better more globally. And so, we'll see.

So, as you know, Uber has had a lot of different businesses. As you know, we've made decisions during the course of the year to really focus in on the core. And we continue to look at how freight is operating today, and we'll continue to evaluate.

Dara Khosrowshahi -- Chief Executive Officer

I think the one other mention that I'll make is that, there's no question that freight is benefiting from the marketplace technology, pricing technology, the technical staff and the infrastructure that we have. Now, freight is focused on really delivery from warehouse to store. Eats and our delivery business is focused on delivery from store to last mile, to home. You can imagine a world that will be here tomorrow, but we're not betting for tomorrow, right? We're betting for three to five years from now where we start chaining together warehouse to last mile.

And again, I think it is a solution that we uniquely are suited to bring, and I think it would be a stage two or three if we get there. All right. Next one.

Operator

We have time for one more question from Benjamin Black of Evercore ISI. Please go ahead.

Benjamin Black -- Evercore ISI -- Analyst

Great. Thanks for sneaking me in here. I had two quick ones here. So, the first one, grocery.

I'd be curious if you could talk about the longer-term opportunity you see in grocery from a top line and also from a margin standpoint and also from the perspective of driving either the Uber Pass just given the growth rate there is a higher frequency product. And then, secondly, I know you guys mentioned driver supply have been tight on the mobility side. Curious to hear how you see that playing out over the next few quarters and how that relates to your outlook for take rates on the mobility side in 2021?

Dara Khosrowshahi -- Chief Executive Officer

Yeah. I'll take the first one and Nelson can take the second one. Listen, I think as it relates to grocery, the asset that we have is we have a giant audience in terms of our both mobility business and delivery business. So, we're able to build a grocery business with an audience already and really deepen that engagement with the audience.

And so, we think the grocery business can, again, increase engagement, increase retention. And when we look at Cornershop, for example, the percentage of Cornershop volume that comes from Cornershop members -- and by the way, we're going to have all of the different memberships talk to each other -- is much higher than the percentage of our volume that comes from Eats membership, for example, or our rides membership. So we do think that membership/subscription angle is a pretty substantive one as it relates to grocery. Grocery is never going to be a high margin type of a product, but it is a very, very high engagement product with big basket sizes.

And we think it can be a very compelling part of the opportunity here. We're investing carefully. But again, having the fulfillment stack or having the routing stack or having the couriers or having the audience already gives us a pretty significant advantage in terms of investing and making the economics work for that category. Nelson, do you want to take the last one?

Nelson Chai -- Chief Financial Officer

Sure. So, in terms of driver supply, the first thing I want to make sure that people understand is the take rate is relatively flat year over year despite some of the shortages and the US mix being a smaller percentage of the total. So, I would say that the driver supply improved during the quarter, still lags a little bit on the recovery. In the US, what I would say, some of the imbalances are really more kind of weekend late night hours as people are starting to get out more.

And then, internationally, it's mainly because in places like Brazil and Latin America, where the marketplace and the demand has increased dramatically, trying to keep up with it. We think it's gotten better. We think there's a little bit more of an imbalance. I'm not going to really kind of comment too many quarters out because a lot of that's due to the recovery, both on the rider and the driver side, but it has improved versus the second quarter.

I think a lot of it has to do with our efforts. I think people appreciate a lot of the safety efforts that we've taken, no mask, no ride, and some of the other enhancements that we've had to try to make drivers more comfortable. I think some of the stimulus as well has put people out there driving a little bit more. And so, we are seeing it improve and particularly versus the last quarter.

Benjamin Black -- Evercore ISI -- Analyst

Thank you so much. Appreciate it.

Dara Khosrowshahi -- Chief Executive Officer

All right. I think that's the last question. Thank you, everyone, for joining us this quarter. And huge thank you to the Uber teams.

Nelson and I get to talk to you about these numbers, but they're the ones who do all the work. So, thank you very much to team Uber, and we'll talk to you next quarter.

Operator

[Operator signoff]

Duration: 51 minutes

Call participants:

Emily Reuter -- Investor Relations

Dara Khosrowshahi -- Chief Executive Officer

Nelson Chai -- Chief Financial Officer

Brian Nowak -- Morgan Stanley -- Analyst

Heath Terry -- Goldman Sachs -- Analyst

Justin Post -- Bank of America Merrill Lynch -- Analyst

Mark Mahaney -- RBC Capital Markets -- Analyst

Mark Shmulik -- Bernstein -- Analyst

Ross Sandler -- Barclays -- Analyst

Eric Sheridan -- UBS -- Analyst

Pierre Ferragu -- New Street Research -- Analyst

Alex Potter -- Piper Sandler -- Analyst

Benjamin Black -- Evercore ISI -- Analyst

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