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Root, Inc. Q1 FY2022 Earnings Call

Root, Inc. (ROOT)

Earnings Call FY2022 Q1 Call date: 2022-04-27 Concluded

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Operator

Good day, ladies and gentlemen, and thank you for standing by. Welcome to the Root, Inc. First Quarter 2022 Earnings Conference Call. At this time, I would like to turn the conference over to Ms. Christine Patrick, you may begin.

Christine Patrick Head of Investor Relations

Good morning, and thank you for joining us today. Root is hosting this call to discuss its first quarter 2022 earnings results. Participating on today's call are Alex Timm, Co-Founder and CEO; and Dan Rosenthal, Chief Operating Officer and Chief Revenue Officer. During the question-and-answer portion of the call, our presenters will be joined by Matt Bonakdarpour, Chief Technology Officer; and Frank Palmer, Chief Insurance Officer. Last evening, Root issued a shareholder letter announcing its financial results. While this call will reflect items within that document, for more complete information about our financial performance, we also encourage you to read our 2021 Form 10-K. Before we begin, I want to remind you that matters discussed on today's call will include forward-looking statements related to our operating performance, financial goals, and business outlook, which are based on management's current beliefs and assumptions. Please note that these forward-looking statements reflect our opinions as of the date of this call, and we undertake no obligation to revise this information as a result of new developments that may occur. Forward-looking statements are subject to various risks, uncertainties, and other factors that could cause our actual results to differ materially from those expected and described today. In addition, we are subject to a number of risks that may significantly impact our business and financial results. For a more detailed description of our risk factors, once again, please review our Form 10-K where you will see a discussion of factors that could cause the company's actual results to differ materially from these statements as well as our shareholder letter released last evening. A replay of this conference call will be available on our website under the Investor Relations section. I would like to also remind you that during the call, we are discussing some non-GAAP measures in talking about Root's performance. You can find the reconciliation of those historic measures to the nearest comparable GAAP measures in our shareholder letter released last evening and our filings with the SEC, each of which will be posted on our website at ir.joinroot.com. I will now turn the call over to Alex Timm, Root's Founder and CEO.

Thank you, Christine. In the first quarter, we took aggressive actions to position the company to continue to weather one of the most difficult environments we've seen as a young company. Our focus on capital preservation led to dramatically reducing fixed expenses, rapidly changing rates, tamping down growth and marketing spend, and tightening underwriting on the least profitable segments of our business. At the same time, we continue to make progress on what makes us special, building world-class products through the best technology for our customers. At the end of the first quarter, less than 6 months after announcing our exclusive partnership, V1 of the embedded product was available to roughly 65% of Carvana customers. In addition, we made further improvements to our product flow, together resulting in 13% of new premium volume coming from this channel. We expect V2 of our embedded product to launch in the second quarter. This version will allow customers to quote and buy Carvana Insurance built with Root without leaving Carvana's platform. We've reduced the number of screens before checkout from the initial 24 down to 6, with this latest version now down to 3. This has delivered a more integrated and elevated customer experience. I invite you to experience V2's capabilities through a demonstration of the product, a link to which can be found in this quarter's shareholder letter. We are laying the foundation for a highly defensible growth channel with our fully embedded product. In addition, we are building a complementary brokerage product to offer the embedded experience to all of Carvana customers. We believe we are at the beginning of a growing trend to transform the insurance purchasing experience to one that occurs at a time that works best for the customer. Our technology allows Root to meet customers in their time of need, with a seamless, frictionless, and simple experience. Powering our embedded offering is our industry-leading developer experience. We have a clear vision to make our embedded offering something that any developer can implement in less than an hour. During the quarter, we made further progress on strengthening our underwriting, which has resulted in a 12-point sequential improvement in loss ratio. Dan will give more color on the underwriting actions. We believe these actions will materially improve our results while building defensible growth. With a focus on building industry-leading customer products through better technology, we are able to move faster than our competition. Before I turn it over to Dan, I'm very excited to welcome Rob Bateman to our executive team as Chief Financial Officer. Rob's significant experience in the insurance industry and deep financial expertise will be pivotal in driving the company's success. He looks forward to presenting in future quarters. I'm thankful for the tenacity and hard work that our employees demonstrate every day. I appreciate the trust of our customers and investors. And with that, I'll turn the call over to Dan.

Thanks, Alex, and good morning, everyone. Our results for the first quarter of 2022 reflected significant strides forward in strengthening our underwriting performance and developing our embedded offering. You will find our full GAAP financial results contained in the shareholder letter we published yesterday evening, but we wanted to give a few of the key highlights. On the top line, gross written premium declined 8% year-over-year to $187 million. Our gross earned premium increased 9% year-over-year to $175 million. The top line decline reflects a significantly lower level of marketing spend compared with the first quarter of 2021, partially offset by increased retention and more new business than originally anticipated. We believe the new business volume is being driven by seasonal trends in shopping behavior. Shifting to profitability, gross accident period loss ratio was 81% for the first quarter, a 12-point sequential improvement versus Q4 2021 and a 27-point improvement from the first quarter of 2019, the most recent year not affected by the pandemic. By leveraging our modern infrastructure, we have responded quickly, getting rate and underwriting changes into the market and are experiencing improvement more quickly than most of our peers. Our technology advantage can be seen in our rate filing process. First, we have built a self-service environment with roughly 85% of our rating change analysis workflows fully automated. Through this, we can rapidly make improvements to our pricing model, better predicting losses. Second, we are able to seamlessly implement the new models into our rating plans. This allows us to provide regulators with real-time data to support current rate needs. And lastly, once approved, we are able to ship new rate plans immediately, getting needed rate into the market quickly. The operating changes we have made are improving our financial performance. Operating loss was $71 million, a 25% improvement when compared with the first quarter of 2021. We adjusted EBITDA improved 43%. This is a new KPI we have introduced this quarter to give a clearer view of the underlying performance of our business, excluding certain noncash and other items. The primary driver of this reduction was our concerted effort to lower expenses. We continue to find efficiencies within the company to reduce capital consumption while investing in opportunities that present high return potential. We have moved past our peak expected cash burn year in 2021. During the first quarter, operational changes have resulted in a 23% sequential reduction in non-loss and LAE expenses or 42% compared with the first quarter of 2021. We ended the first quarter with $736 million of unencumbered capital compared with roughly $450 million at the end of 2021. The increase was primarily driven by closing the $300 million BlackRock term loan facility during the quarter. Turning to our outlook, we continue to expect gross written premium to reflect significant year-over-year declines in the first half of 2022 as we take underwriting and pricing actions, leading to meaningful improvement in our operating losses. With a further reduction in marketing costs and fixed expenses, we expect approximately 25% improvement in operating losses in the first half of 2022 compared with the first half of 2021, excluding restructuring charges of $9 million to $12 million. $7.8 million of restructuring charges were recognized in the first quarter. I would like to echo Alex's statement that we are using our differentiated model to thoughtfully navigate through a challenging environment. The actions that we have taken demonstrate our thoughtfulness around deploying capital and position us to become stronger than we have been at any other time in the company's history, and we are not finished. Our near-term goals are very clear, continued to strengthen our technology advantage and underwriting foundation while building out our differentiated product. We're excited about the opportunities before us and appreciate your continued support. With that, Alex, Frank, Matt and I look forward to your questions.

Operator

Our first question or comment comes from the line of Josh Siegler from Cantor Fitzgerald.

Speaker 4

Obviously, your underwriting technology advantage played a big role this quarter. In what areas do you plan to invest to make sure you retain this advantage moving forward?

Thanks for that question. Really, we continue to invest throughout the entire pricing and technology and actuarial stack. In this quarter, we materially improved the amount of automation that we have currently for actuaries and actually took the percent of our actuarial workflows that were 100% automated from about 50% to 85%, and we're continuing to invest there. So that really, as we continue to progress, the machine can do more and more of the work for us and allow us to continue to very rapidly study trends in the market, get those inside our data science models, and then actually reflect those in rate plans. And I think that's exactly what you saw this quarter, and that's what you're going to continue to see from us.

Speaker 4

Excellent. That's helpful. And then I'd also appreciate some additional color on the brokerage platform idea. What levels of reinvestments are required for this expansion? And do you expect it to be accretive in 2022?

The brokerage program enables us to enhance the Root customer experience for a broader audience. In regions where we are not licensed or do not offer our own insurance products, or where the risk does not align with our underwriting standards, we are not providing an aggregator experience. Our focus is on highly personalizing and selecting the most suitable carrier for each customer who uses our platform. Our team has been diligently working on this, and I want to acknowledge Chris Brown for his excellent contributions. We anticipate launching this initiative later in the second quarter. Now, I’ll turn it over to Dan to discuss our results and expectations for this year.

Josh. And thanks for that. I think Alex just talked about, we expect to ship the brokerage product in Q2, and we expect we'll come back and talk to you on the Q2 call as well as our Investor Day, which we're looking forward to in September about the plans for the go forward.

Operator

Our next question or comment comes from the line of Mike Phillips from Morgan Stanley.

Speaker 5

You actually have Ismael Dabo on the line for Mike Phillips. I have just one quick question. So can you talk about why the Carvana channel is defensible. Why do you think it's defensible? Can other insurers do this with other car sellers or other OEMs?

This is something that has been attempted by various insurance companies for decades, aiming to successfully integrate the embedded experience. We believe that to create a truly seamless customer experience, it is essential to be built on a modern technology stack. Achieving a fully embedded insurance purchasing process and providing a smooth quote and binding experience with minimal questions is quite challenging. However, because our technology is developed from the ground up, we are capable of doing this. Partnering with Carvana, a digital company, allows us to align effectively in terms of our customers, technology, and cultures. Together, we can offer a tech experience that stands out. Now, I will hand it over to Matt Bonakdarpour, our CTO, to explain why we believe our technology is distinctive.

Yes. Thanks, Alex. Our approach to the embedded channel aligns with our approach to the direct channel to build world-class customers, world-class products through the very best technology for our customers. And in the case of the embedded channel, our customers are not only potential policyholders but also our embedded partners and specifically the developers at our partners. What we aim to do is create an easy, delightful experience for the developers when they're introducing the insurance purchase part of the customer funnel. And what allows us to do that compared to, say, OEMs is that we've been doing this for years. We've invested heavily in the back-end systems that allow for data collection, quote customization, binding, and when necessary, proof of insurance. We're standing on the shoulders of giants in order to ensure that developer experience is easy and seamless and truly differentiated.

Speaker 5

Great. Just a quick follow-up question. So just curious on your reinsurance contract, I think that you've ceded as a percentage of your direct earned premium has been hovering around the mid-50% range since you restructured your reinsurance contract with one of your partners. I'm just wondering how we should think about that going forward. Also, how since you have changed your strategy and you are trying to balance your profitability with growth, how have your reinsurance partners reacted to that?

Yes. Thanks, Ish. This is Dan, and I appreciate the question. Nothing has changed with regard to our reinsurance strategy and plans. We are, in fact, in the process of negotiating our next treaty right now and continuing to see strong support from a capacity standpoint as well as from a quality of the partner standpoint. The session level will be consistent with what we've talked about previously. I would add that we're seeing that the reinsurers really like the business that's coming through the funnel in terms of the Carvana business, and that's contributing to their support of the company.

Operator

Our next question or comment comes from the line of Yaron Kinar from Jefferies.

Speaker 7

This is Andrew on for Yaron. Could you rank the 4 drivers that you called out for the sequential improvement in the underlying loss ratio from most least impactful? I think you discussed rate increases, earning in, underwriting actions, tenure mix, and seasonality trends.

Speaker 8

So this is Frank. I'd say that the rate actions was probably #1. But the other 3 are kind of all important. We do have some seasonality on that and some tenure mix, but most of it was the underwriting and rating changes.

Just real quickly, Andrew, I would just add, this is Dan. If your question was around earning in, you won't see as much of that in the quarter from the rate actions. You'll see that start to earn in future quarters. But I think Frank is right. In terms of the aggressive actions that we've taken throughout pricing and underwriting, obviously, it did speak for itself, with the data around the 18 rate increases and earning in 19 percentage points.

Speaker 7

And Alex, I believe you mentioned that the Carvana version 2 will be available to all national customers. I want to confirm that I heard that correctly. What attachment rate are you anticipating for '22?

We are not anticipating to ship nationally to all Carvana customers at this point. As we launch our brokerage offering and get that into our market, that's when we believe that we'll actually have a closer or near 100% of the Carvana customers coming through our flow. In terms of attach rates, we have seen really positive trends. We launched the product less than 6 months after the original partnership, which is really a testament to our technology differentiation in our ability to very quickly and seamlessly integrate with partners. Since then, we've actually developed some really incredible technology that is materially increased our attach rates, and we plan to continue that work over time. We certainly aren't slowing down; if anything, we're speeding up. All of those learnings and all of that technology that we're developing, we think is broader too. We think we can continue to replicate that across multiple partners. As we continue to hone in on the developer experience, we see a world where we'll talk to a partner on a Monday and have them live by Friday.

Operator

Our next question or comment comes from the line of Tracy Benguigui from Barclays.

Speaker 9

A follow-up on your brokerage platform. I'm curious, do other insurers want to get in on their Carvana products, and is this a way you can scale that up? And if I could also add, over time, could you envision your business model shifting where we could expect more fee income rather than premium?

Yes, Tracy, thanks for the question. From the moment that we announced the Carvana deal last August, we started getting calls from other insurance carriers. It was transformational in terms of how other carriers saw what Root is doing. It's a lot of what Alex and Matt talked about earlier in terms of the type of customer that we are approaching and how we're connecting with them from a customer experience and speed standpoint. So absolutely, not just Carvana, but the embedded product that we're offering. Other carriers are seeing that we are attracting a customer segment that they want, and we're doing so with an efficiency that they don't have. That is something where it is contributing to very productive conversations. In terms of how it impacts our numbers and our business model and our fee income, we're exploring, frankly, a variety of different options. As you might expect, we're constantly looking at options to create the best use of capital, drive sustainable returns for our investors, and still produce and maintain a differentiated customer experience. Multiple economic models are being discussed with carriers, again not just for Carvana, but for the broader embedded channel, and I expect we'll come back and talk to you about that in the quarters ahead.

Speaker 9

All right. Excellent. Also in your shareholder letter, you mentioned a 12-point sequential improvement in your gross accident period loss ratio to 81% from 93%. But I couldn't help but notice that last quarter, you reported a 91% gross accident period loss ratio. So it actually looks like you raised your loss pick. It looks like you did the same thing for your third quarter '21 loss pick. So my question is, what drove that? And if you have a track record of raising loss picks in subsequent periods, how confident are you with your current 81% pick?

So first, I would say, we definitely do not have a track record of increasing loss picks. If you look back historically over our quarters, we do see noise in reserves to some degree, particularly relative to the immediate preceding accident period, as those claims are a little less developed than broader claims. That's true this time as well. We saw this development really from the Q4 accident period. You'll see some minor swings, plus or minus, in those recent accident periods going forward. For this quarter particularly, it was not IBNR or claims that we didn't expect coming through; it was really a result of material damage where we think the severity was slightly elevated. Now we feel very confident in our reserve adequacy.

Speaker 9

Okay. In the past, you shared your frequency and severity. Is that something you could share with us your current view?

Yes. So compared to quarter 1 of 2021, severity and frequency severity are both up. As far as the magnitude, we're not going to share those at this point, but we do see miles driven has increased versus quarter 1 of last year. So that helps drive the frequency. The supply chain issues and material damage costs are well known.

Operator

Our next question or comment comes from the line of Matt Carletti from JMP.

Speaker 10

I want to ask a couple of questions about the Carvana relationship. Can you provide some insights into the business you are capturing there? How much of it is coming from customers switching from another carrier compared to those who are new to insurance, possibly not having had a car before or buying a new policy?

Matt, it's Dan. Thanks for the question. We are seeing real success with the Carvana partnership in multiple different ways. The product focus is fantastic. We've uploaded the demo for those who want to see it live. We think it's highly differentiated, and customers are responding to that. To your point, it's a better customer from a segment standpoint, from a retention standpoint, and from a switching from another carrier standpoint. We won't get into specific numbers as of yet, but a significant majority of the customers that we are transacting with via the Carvana channel are coming from another carrier. We're really excited about the chance to meet that customer within the car buying experience. It's a natural point to be thinking about insurance with a totally differentiated customer experience and offering. So we're excited about where the partnership is today and as we've talked about with where the differentiated technology has application to other partners, and we'll come back in the quarters ahead and talk more about it as we get V2 in market.

Speaker 10

And you mentioned it there and in the letter kind of about how these customers seem to be higher retaining. Should I interpret that as you're not building a nonstandard book of business? Or should I interpret that as like the retention is even better than what you'd normally see in a standard book of business, kind of what's the reference point?

Speaker 8

Sure. I'd say that the Root Direct is kind of representative of car drivers in the U.S., and the Carvana customers in contrast tend to be more preferred. Their cars are newer, more expensive, and they tend to be more full coverage, all of which are correlated with preferred characteristics. The data is still thin, so it's hard to tease out how much of that improved retention is just because they're more preferred versus the Carvana relationship. We believe that we're seeing a bump from both of those aspects, but it's hard to tease out how much from each one.

Speaker 10

Okay. Great. And then one last question, if I could. You've made mention in the letter of embarking on UBI 5.0, I was hoping you could just give us a little color in terms of what the major changes there are that we might expect? And also if you could touch on just kind of through the traditional direct channel, the onboarding test drive period. Kind of where does that stand now? Kind of how has 4.0 impacted that? And do you expect that to be shortened further by 5.0?

Yes. Thanks for the question. This is Matt Bonakdarpour. We are deep in the R&D for UBI 5.0, getting to the end of the R&D process and pivoting to our implementation process. Thankfully, based on all the investment we put into this infrastructure, we were able to iterate very quickly, test out new telematic features in the model and new modeling techniques. We are seeing conclusive improvements to the 4.0 predictive power. But not only that, to your later question, we will be focused on driving down the test drive period so that those test drives can get quotes earlier, which, of course, will help with our conversion rates and the customer experience.

Operator

Our next question or comment comes from the line of Weston Bloomer from UBS.

Speaker 11

First question is on the rates you've taken cumulatively across your book in the quarter. I guess the question is how much more of your book do you need to become rate adequate? Or just trying to gauge that in the context of what level of rate increases we could see in 2Q and year-to-date.

Sure. That's a great question. First, let me start by asking, 'Hey, what's the trend going to be the rest of the year?' So we think that we have taken a ton of rate, both the third quarter last year, fourth quarter last year; we were in early as we saw the trends increase. We've taken a bunch of rate and underwriting actions in the first quarter of this year. We do think that we will need some more rate for the rest of this year. A lot of that's going to depend upon the trends as we see them play out. We're watching very closely the supply chain. We're watching gas prices and how people driving does or doesn't change as the gas prices rise. We think that we won't need as much as we took in the first quarter, but we still need to take some in the rest of this year.

I would like to emphasize that we are in a strong position, as demonstrated in Q1, to utilize our technology effectively. As trends and uncertainties arise, such as increased supply chain challenges due to geopolitical conflicts, our technology is designed to react swiftly. This capability is how we achieved our results in Q1. If we require additional rate adjustments, our system is ready to operate efficiently again.

Speaker 11

Great. On the trend answer. Curious, I'm not sure if you're going to disclose this, but what are you assuming for used car prices as we move throughout the year? I know that's been the biggest driver in the increase in severity. So curious on how you're thinking about that from a loss trend perspective.

Speaker 8

Yes. We monitor this on a monthly and weekly basis. I'm not going to disclose exactly what we think it might be for the rest of this year. We do think that it's going to remain elevated compared to last year. We might see some more increase, but certainly don't expect as much of an increase in 2022 as we did in 2021.

Speaker 11

Got it. You also mentioned that new business was higher than originally anticipated. Was any of that related to Carvana? I'm just taking that in context to the 13% of new premium volume from Carvana and shaping my expectations for 2Q.

Speaker 8

Yes. I think it's a good question, Weston. We obviously disclosed that the Carvana business was 13% of our new writings. Carvana as a channel was ahead of forecast for the first quarter, and that's in part due to the reach that we had and the response from consumers. I would still view the Carvana channel as the test and iterate. We are putting in place a highly differentiated version 2 later this quarter. We're excited to get that into market. But I don't want to speculate on the number of new writings that will come from that channel as we go forward. There's a lot on the product roadmap we're tremendously excited about and optimistic about for the rest of the year.

Operator

Our next question or comment comes from the line of Mark Hughes from Truist.

Speaker 12

When we think about 2021, you talked about the good results at Carvana. What does the overall kind of mix of growth look like in terms of the different channels? Just roughly speaking, and maybe just priority, Carvana, paid search, maybe independent brokerage. Kind of how does that shape out when you think about the next few quarters?

When considering the upcoming quarters and the long term, we believe that the embedded platform is still in its early stages. We expect that since this platform offers better benefits to consumers through our advanced technology, we can achieve significant growth in that area. However, we are still investing in our direct channel. Recently, we have scaled back some of those investments due to the loss trend, which we believe is a wise approach to managing our capital. We will increase those investments again once we are in a better position.

Yes, this is Dan. I would like to reiterate what Alex mentioned earlier; the inflationary pressures have highlighted the effectiveness of our technology. This focus is evident in our first quarter's pricing, underwriting, and loss ratio results. We have been adjusting our model to promote growth and scalability. As you are aware, we significantly reduced our marketing expenses when we noticed a change in trends. We are optimistic about our progress in pricing and underwriting, laying a solid foundation. In the meantime, we are refining our model in direct marketing and the embedded channel to create opportunities for scaling. We will provide more specifics during the Q2 call and at the Investor Day in September.

Speaker 12

When thinking about the Carvana relationship, you talked about, I think, 65% of sales nationally have been exposed to Version 1. When you think about the number of Carvana customers who actually presented with the offer, get a good enthusiastic pitch on it, get exposed to the technology. How deep is the penetration for that kind of experience, the experience that you would want them to have when we think about all Carvana sales?

Speaker 8

Yes, Mark, I think it's a good question, and I would encourage you to look at the demo and just go through the Carvana flow. What you will see is we think Carvana is really transforming the car-buying experience. If you look at their results, they grew preferred customers year-over-year, and we really believe in what they're innovating in the car-buying experience. When you go through their funnel, you buy the car, you then have the opportunity to finance the car, and then you can add service and warranty. As you'll see in the demo, you have the opportunity to buy insurance to go in that package. It's a very natural part of the car-buying experience. It's a seamless integration into the flow. That's what we have in market today. We're really excited about V2 coming later this quarter that will step it up from there. We'll continue to iterate on the product as we go forward.

Operator

Our next question or comment comes from the line of Andrew Kligerman from Credit Suisse.

Speaker 13

I'm seeking more clarity on the 18% rate increases you've reported year-to-date. Can you explain how you define that? Specifically, is it related to a particular state, like New Jersey, where you experienced an 18% increase? Or does it pertain to a specific cohort within a state, perhaps a region or particular group? Please clarify the details regarding that 18%.

Speaker 8

Yes. It's a weighted average of the states where we took rate in. Some states might get 5%, some states might get 25%; that would be a weighted average of the states that we took rate in. I'd also mention that this increase is not just base rate increases. A big thing we did this quarter was we actually rolled out a new rating model which has greatly increased segmentation. We managed to both increase the rates and roll out a new segmentation model at the same time in most of those states.

Speaker 13

I understand. So segmentation is involved. When you mention 18%, if you include New Jersey at 18% and New York at 20%, the average would be 19. Would you also be adjusting for this new model? I've got it.

Speaker 8

The improvement in the new model loss ratio would be an additional factor. We implemented 18 rate increases, with a weighted average of 19%. This average reflects the different levels of premium we have in those 18 states, rather than each state being treated equally.

And to move at that speed with segmentation improvements and truly an entire refitting of our loss cost models and adding additional segmentation at that speed, that's really unprecedented.

Speaker 13

Those are some high numbers. And going forward, could you give any specific color on your ability to work with regulators, how amenable they are to these rate increases, and your process in terms of working with them? Just a little color around that would be very helpful.

Speaker 8

Sure. As you probably know, it's working with the regulators on a state-by-state basis. What's allowed, how the regulator views it differs by state and depends on the amount of the rate need and the regulatory environment in each state. We do feel that we've got the opportunity to take more rate and work with the regulators in some states. And then there's, of course, our technology, which gives us the ability to quickly make changes in order to take advantage of where we can take rates.

Speaker 13

Got it. I remember a couple of quarters ago, you mentioned your desire to develop business in the independent insurance agent distribution channel. Could you share an update on the progress in that area? What kind of success are you seeing?

Our product there is still live. We are not actively trying to scale that at this time right now, given the current environment. And frankly, given the promise that we're seeing right now in the embedded channel, we have doubled down there. It is still live. We believe that we will scale that in the future. But right now, we're focused on rate adequacy first.

Operator

Our next question or comment comes from the line of David Motemaden from Evercore.

Speaker 7

This is Francois in for Dave. I was wondering about your gross accident period loss ratio and the 12-point sequential improvement. Could you quantify how much of that benefit was due to seasonality?

Speaker 8

We'd say that some of it's seasonality; some of it's miles driven, some of it's rate. We don't have a specific breakdown for each one.

Operator

Thank you. I'm showing no additional questions in the queue at this time. I'd like to turn the conference back over to management for any closing remarks.

Thank you. We appreciate the opportunity to address you and look forward to addressing you in future quarters.

Operator

Ladies and gentlemen, thank you for participating in today's conference. This concludes the program. You may now disconnect. Everyone have a wonderful day.