ZI earnings call for the period ending June 30, 2024.
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ZoomInfo Technologies (ZI -5.86%)
Q2 2024 Earnings Call
Aug 05, 2024, 4:30 p.m. ET
Contents:
- Prepared Remarks
- Questions and Answers
- Call Participants
Prepared Remarks:
Operator
Good day, and thank you for standing by. Welcome to the ZoomInfo second-quarter 2024 financial results conference call. [Operator instructions] Please be advised that today’s conference is being recorded. I would now like to hand the conference over to your speaker today, Jerry Sisitsky, investor relations.
Please go ahead.
Jerry Sisitsky — Investor Relations
Thanks, Amy. Welcome to ZoomInfo’s financial results conference call for the second-quarter 2024. With me on the call today are Henry Schuck, founder, and CEO of ZoomInfo; Cameron Hyzer, our CFO; and Graham O’Brien, who will become our interim CFO. After Henry and Cameron’s remarks, we will open the call to Q&A.
During this call, any forward-looking statements are made pursuant to the safe harbor provisions of U.S. securities laws. Expressions of future goals, including business outlook, expectations for future financial performance, and similar items, including, without limitation, expressions using the terminology may, will, expect, anticipate, and believe, and expressions which reflect something other than historical facts are intended to identify forward-looking statements. Forward-looking statements involve a number of risks and uncertainties, including those discussed in the risk factors sections of our SEC filings.
Actual results may differ materially from any forward-looking statements. The company undertakes no obligation to revise or update any forward-looking statements in order to reflect events that may arise after this conference call, except as required by law. For more information, please refer to the forward-looking statements in the slides posted to our investor relations website at ir.zoominfo.com. All metrics on this call are non-GAAP, unless otherwise noted.
A reconciliation can be found in the financial results press release or in the slides posted to our IR website. With that, I’ll turn the call over to Henry.
Henry Schuck — Founder and Chief Executive Officer
Thank you, Jerry. And welcome, everyone. Let me start by discussing our financial results this quarter. In Q2, we saw a level of write-offs related to prior period sales that was higher than we had previously seen or had estimated for the quarter, particularly with SMBs.
As a result, we conducted a comprehensive review culminating in a charge in Q2, and we accelerated operational changes around selling to small businesses, all of which we expect to reduce the volatility around future write-offs. We have revised our estimates for the collectibility of a portion of previously recognized revenue, which has led us to take a $33 million charge in the quarter. And as a result, we are revising our full-year guidance. Excluding this charge, our results would have been more in line with our guidance for the second quarter.
Inclusive of this charge, GAAP revenue for the second quarter was $292 million. And adjusted operating income was $82 million, a margin of 28%. Our free cash flow was not impacted by this noncash charge. The underlying driver for the high write-off rate is that in 2022 and 2023, we extended credit to a higher mix of SMB customers, and the rate of nonpayment by these customers increased throughout the past 24 months.
Accordingly, we have made changes to the way we sell, renew, and service these clients. In April, we deployed a new business risk model to flag and require prepayment from prospects at the greatest risk of nonpayment. This move mitigates the risk of future write-offs and represents an investment in the long-term health of our business, creating some new business ACV for higher-quality bookings and focusing our efforts on customers more likely to pay, renew, and grow with us over time. We transacted $11 million of ACV in Q2 through upfront prepayments.
And with our new model in place, we turned away a meaningful amount of new business from smaller, riskier organizations. I am disappointed that this charge has impacted our financial results. We believe this charge puts the long tail of these challenges behind us and lets us focus on the operational improvements we have been seeing in the business, which, as I will describe, has positioned the company for future success. There were a number of fundamental improvements we saw this quarter.
As you know, our focus over the past year has been to move upmarket, stabilize and improve net revenue retention, and launch and monetize ZoomInfo Copilot. With our investment upmarket, Q2 was the best new business quarter in both the mid-market and enterprise ever. We meaningfully grew our $100,000 ACV customer cohort in both size and total ACV, the first time we’ve seen sequential growth in $100,000 customers since Q4 of 2022. This customer cohort now makes up 43% of our ACV.
And we again grew our $1 million-plus customer cohort on a sequential basis with the most new million dollar-plus customers since Q4 of 2022. ACV growth for million-dollar customers accelerated this quarter and is up 17% year over year. Reflecting these trends, in aggregate, enterprise ACV was up 9% year over year, and overall net new ARR was the best it has been in four quarters. This quarter was the first one since Q4 2021 where we saw net retention rates stabilize, which is an important milestone driven by stabilization of renewal rates and improvement on upsells.
Over time, we expect to return to structurally higher levels of NRR through improving fundamentals and mix shift as we grow our upmarket business. During the quarter, we closed transactions with leading organizations such as PwC, Deutsche Bank, MorningStar, and, Manulife, and we also signed our largest ever new business transaction. This customer is one of the largest employers in the United States. And they saw our solution rich in data, data compliance, and data integration capabilities as mission-critical to their B2B motion.
With the solution that match their exacting needs, we had what one of their employees described as the fastest moving contract in their history. This new business deal represents $1.4 million of ACV with a three-year commitment. Our operations and data as a service offerings, which are often used to help underpin a company’s investment in AI, are also delivering results, up 23% year over year and demonstrating strong 117% net retention rate, now representing 13% of our ACV. As companies look to invest in AI initiatives, they need a solid foundation of highly accurate data, and we are steadily becoming the source for that.
Representative of that, we closed our first Data-as-a-Service opportunity in EMEA to support a global network that allows financial institutions to send and receive secure messages and information about financial transaction. Leveraging ZoomInfo’s data, the organization’s operational and engineering teams are building an internal AI solution to identify fraudulent transaction. This is just one of the many ways that customers are able to use our data to continue to innovate their world-class business solution. In June, Google announced ZoomInfo as a key partner in its strategy to make generative AI more reliable and accurate for enterprise use.
Google selected us because of our specific trusted and authoritative datasets. The end goal is to help enterprises integrate more accurate data into their AI models and give users more relevant responses and better experiences. The past 12 months have marked one of the most innovative periods in our company’s history as we successfully launched ZoomInfo Copilot, our AI-powered offering that combines our best-in-class proprietary dataset with first-party data from our customers’ sales and marketing systems and digital buying signals to offer sales teams the best insight about their buyers. June was our first full month selling Copilot and have performed solidly above our expectation.
We now have more than $18 million of Copilot ACV across more than 1,000 logos, up from nothing just a few months ago, and we already see material improvements in engagement and utilization rates across Copilot users. Improvements in these rates have historically been closely correlated to renewal and retention rates. Early signs show that Copilot is expanding our value beyond top of funnel to support go-to-market teams along the entirety of the funnel. And by doing so, it expands our value proposition from sales development to account executives, account managers, customer success managers, and revenue leadership.
Our commitment to unmatched proprietary third-party data and signals, a growing ecosystem, and continuous investments in AI continues to feed an aggressive Copilot roadmap. That roadmap is driving excitement across our customer base and in new customer conversations. Over 75% of our Copilot upsells were with mid-market or enterprise accounts. With the traction we are seeing on Copilot and our operations in Data-as-a-Service products, we believe we’ll be able to continue to win new customers and increase upsells to our existing base, a key driver of net retention.
Today, we also announced several changes at the board level. We thank Todd Crockett for his many years of service, representing TA associates on our Board of Directors, and we appreciate the positive impact he has had on the trajectory of the company. We welcome our newest board members who we believe will be immediately additive in helping us execute our growth strategy. Dominic Maida is a seasoned operating executive with experience leading scaled businesses and a very strong background in data and platforms.
Dom spent 25-plus years of Bloomberg, where at different times he ran the terminal business, all of engineering and was chief data officer. And we also welcome Owen Wurzbacher, the chief investment officer of High Stage Ventures, who brings a strong public equity investor perspective and capital markets background to our board. Over the last several years, we have rebuilt our executive team, expanded our bench, built great products, leaned into AI, and diversified the leadership skills underpinning our board. We are focused on bringing in healthier new business relationships and double down on our enterprise relationships, where we know we have upside opportunities in the future.
And over the past four quarters, we have retired more than 39 million shares of ZoomInfo, approximately 10% of total shares outstanding. We will continue to run this business efficiently while repurchasing shares. We have $400 million in an existing share repurchase authorization remaining as of June 30, and we anticipate aggressively deploying that. When you combine our strong — our continued strong cash generation with ongoing share count reduction, we believe the company will do at least $1 of levered free cash flow per share this year and that we will grow that number meaningfully in 2025.
I recognize that our positive operating momentum is overshadowed by the change in estimates we announced today and the increased conservatism around our guidance. Our intention is to fully put these challenges behind us and share the details that you need to understand our financial profile while also highlighting our commitment to growing free cash flow per share. To that end, I intend to be a meaningful personal buyer of ZoomInfo stock as well. Before I hand it over to Cameron to discuss the results in greater detail, I want to touch on the leadership news we announced this afternoon.
As you saw from our announcement, Cameron will be transitioning from his role as chief financial officer. He will stay with us over the next few months to help ensure a smooth transition. Cameron, you’ve been a great partner to me personally and the business over the last nearly six years. And on behalf of myself and the entire company, I want to thank you for your many contributions and to wish you all the best.
We’ve initiated a search for a permanent successor and are fortunate to have a deep bench of talent throughout our finance organization during this transition period. Graham O’Brien, our VP of FP&A, will take on the interim CFO role. Graham is intimately familiar with our strategic and financial growth plans, and we are confident this will be a seamless handoff. With the charge booked, we now start with a clean slate.
With that, I’ll turn the call over to Cameron.
Cameron Hyzer — Chief Financial Officer
Thank you, Henry. Before turning to our results, I do want to say a few words about leaving ZoomInfo. First, I want to thank the entire ZoomInfo team and the board for their partnership throughout my tenure. Over the years, we’ve achieved impressive growth with strong margins and free cash flow generation.
We’ve navigated numerous challenges together, and I’m proud of what we’ve accomplished. I have full confidence in the future of ZoomInfo, and I’m excited to see the company continue to innovate and lead in the market. Our financial health and strategic direction remains strong, thanks to the collaborative efforts of our talented team and leadership. Thank you for the support and trust you’ve placed in me.
I look forward to tracking ZoomInfo’s continued success. Now turning to our results. We have implemented a number of operational improvements to reduce the impact of write-offs. In Q2, we continued this progress by requiring riskier and smaller customers to pay by credit card or ACH prior to gaining access to the platform and segmenting our new sales team to drive more enterprise and mid-market business.
As part of these improvements, we have increased our visibility and reevaluated our accounting estimates. We were disappointed and surprised to determine that our prior estimates for nonpayment from customers needed to be increased in order to account for escalating write-offs that we incurred in June as well as additional write-offs that we now expect. This change in estimates, combined with other discrete charges, resulted in a total $33 million charge in Q2, of which $15 million reduced revenue, $14 million increased our bad debt expense, and $4 million increased other expenses. The change in estimate relates to previously recognized revenue primarily from 2023 and includes sufficient reserves to cover potential nonpayment on our current receivables and related revenue recognized to date.
With these onetime charges, we delivered GAAP revenue of $292 million and adjusted operating income of $82 million, which represents a margin of 28%. The underlying performance of the business excluding these charges would have indicated revenue of $307 million and adjusted operating income of $114 million. This GAAP accounting charge impacts revenue and profitability but does not impact cash flow. Unlevered free cash flow for the quarter was $120 million.
While this charge reflects challenges associated with transactions we signed, primarily in 2023, changes in estimates are reflected under GAAP in the period when new information becomes available, which in this case is Q2 2024. We remain committed to driving high levels of profitability and growing free cash flow per share, and we are taking steps to adjust our level of expense commitments to reflect current levels of growth. As a result, we took impairment charges in the quarter related to a number of existing facilities, accounting for current market rates as we exit certain leases and consolidate our real estate footprint. In addition to the charges we are taking this quarter, in July, we restructured our Waltham lease agreement, where we paid a $59 million termination fee, and we expect to recognize that $59 million in accelerated rent expense reflected as restructuring costs over the next six months as we transition to a smaller footprint.
In aggregate, we are eliminating 126,000 square feet of space and expect to sublease an additional 250,000-plus square feet, reducing our total overall facility footprint by approximately 40%. Additionally, in July, we funded the $30 million settlement amount related to the right-of-publicity lawsuits following preliminary approval in June. The final approval hearing is set for November, and we are looking forward to putting these lawsuits completely behind us. While we spent time in Q2 to address historical deals and rightsize our facilities, we are also seeing improvements in the underlying operations of the business.
In Q2, we stabilized net revenue retention at 85%. And as Henry indicated, this is the best performance with respect to change in NRR since Q4 2021. Retention in our software vertical, where we’ve seen the most material decline over the last two years, stabilized in Q1 and improved in Q2 for the first time since 2021. From a reporting perspective, we are including Copilot and Advanced Functionality.
Advanced Functionality had grown to one-third of our overall ACV in 2023. And in Q2, it increased to 35% of overall ACV as we experienced early traction from Copilot and drove growth in our operations and marketing solutions. Operating cash flow in Q2 was $126 million, up from $116 million in Q1 and included approximately $3 million of interest payments. We completed a repricing of our first lien credit agreement to SOFR plus 175, which resulted in a 50-basis-point reduction in interest and is expected to reduce our annual interest expense by approximately $3 million per year.
Unlevered free cash flow for the quarter was $120 million. We ended the quarter with $399 million in cash, cash equivalents, and short-term investments. And we carried $1.24 billion in gross debt, the vast majority of which has fixed or hedged interest rates through 2025. During the quarter, we repurchased 10.8 million shares of ZoomInfo’s stock for $147 million.
And as Henry indicated, we had $400 million of existing capacity remaining as of June 30 that we anticipate aggressively deploying. Our net leverage ratio is 1.8 times trailing 12 months adjusted EBITDA and 1.8 times trailing 12 months cash EBITDA, which is defined as consolidated EBITDA in our credit agreements. With respect to liabilities and future performance obligations, unearned revenue at the end of Q2 was $440 million. And remaining performance obligations or RPO were $1.13 billion, of which $830 million are expected to be delivered in the next 12 months. There are obviously a number of moving pieces with respect to accounting this quarter.
We took this action to create a fresh slate for the business and position the company for long-term growth and profitability with a focus on consistently growing free cash flow per share. Looking out to Q3 and the remainder of 2024, our guidance incorporates the impact from today’s charge and increased conservatism related to our operating performance. With that, let me turn to guidance for Q3. We expect GAAP revenue in the range of $298 million to $301 million, adjusted operating income in the range of $107 million to $109 million, and non-GAAP net income in the range of $0.21 to $0.22 per share.
For the full-year 2024, we now expect GAAP revenue in the range of $1.19 billion to $1.205 billion and adjusted operating income in the range of $412 million to $418 million. We expect non-GAAP net income in the range of $0.86 to $0.88 per share based on 375 million weighted average diluted shares outstanding. We expect unlevered free cash flow in the range of $420 million to $430 million, which, consistent with historical reporting, excludes the impact of restructuring and settlement payments. Our full-year guidance implies negative 3% revenue growth and 35% adjusted operating margin at the midpoint of our guidance range, inclusive of the second-quarter charges.
We’re as committed to ever to driving efficient operations and excluding the discrete items impacting this quarter, our guidance indicates adjusted operating margin of 37% for the year. We expect to grow annual margins from here. And as Henry noted, we view $1 per share of levered free cash flow as a floor of on which we can build and compound growth into the future. We’re also mindful of share count, and we have continued the shift to performance-based equity grants triggered on free cash flow per share growth as we believe it is important to align the shares issued to executives with business performance and shareholder value creation.
Finally, please note that in the top half of our guidance range, the sequential revenue growth implied in the fourth quarter is roughly flat to down 1%, and we believe that this is the most indicative view of our trajectory as we exit 2024. With that, let me turn it over to the operator to open the call for questions.
Questions & Answers:
Operator
[Operator instructions] And our first question comes from the line of Elizabeth Porter of Morgan Stanley. Your line is open.
Elizabeth Porter — Morgan Stanley — Analyst
Great. Thank you so much for the question. After Q2, the EBITDA, we should largely be through the renewal risk, which has pressured the business for a while now. So I’m just hoping to get a better understanding of the decline for the back half of the year.
Are you assuming a second round of downsells? Or has new business outlook changed materially? So if we could just get some color on kind of where the incremental pressure is coming from and the assumption on NRR in the back half of the year, that would be great. Thank you.
Cameron Hyzer — Chief Financial Officer
Sure. Thanks, Elizabeth. I think there are a variety of factors that go into the guidance as we think about it. And certainly, we’ve elevated our assumptions with respect to continued write-off potential in the thought that the operational improvements that we’ve implemented probably won’t really take hold until the end of this year or more so at the beginning of next year.
Additionally, the operating environment under which we’re operating continues to be pretty fluid. So we’ve inserted incremental conservatism with respect to the guidance. And I think that if you look out in the world as we see it, there’s a lot of uncertainty both for companies, but also for the people making decisions in terms of the growth of those companies.
Henry Schuck — Founder and Chief Executive Officer
And I would just add here. When we set the guidance here, our — what we wanted to make sure we did was to remove the volatility going forward in the business. And while we see a lot of operational improvements, I talked about growth in the $100,000 cohort, stabilization of net retention for the first time since — in a number of years, improvement in our enterprise and upmarket business, we’re not assuming any of that trend continue in the back half of the year, and we’re assuming that even with the operational improvements that we’ve done around taking upfront prepayment from our customers and the move upmarket in new business that those trends also don’t — that those don’t make an impact to the write-off rates in the back half of the year as well.
Elizabeth Porter — Morgan Stanley — Analyst
Thank you.
Operator
Our next question comes from the line of Mark Murphy of J. P. Morgan. Your line is open.
Mark Murphy — Analyst
Thank you. I’m curious if the volume of newly announced layoffs in the technology industry since June and July might have surprised you at all because, Henry, I think you just said that you’re not assuming that any of these improvements that you did see in Q2 are going to continue in the second half. So we had these announcements from UiPath, and Intuit, and OpenText, Salesforce, and Intel, and others since then. And so I’m just curious if you — if something is causing you to sense a second wave of layoffs that might be affecting go-to-market headcount in the last say, five to eight weeks a little more than you might have expected, and I have a quick follow-up.
Henry Schuck — Founder and Chief Executive Officer
The thing to remember about our business is two things. One, there is a meaningful portion of our business that’s not seat-based, that is usage-based. We talked about the Data-as-a-Service and OperationsOS business, which now makes up 13% of our ACV. That’s not a seat- or usage-based business.
It’s also growing 23% year over year. And then on the seat-based part of our business, we are not fully penetrated across any of our — really any of our enterprise or mid-market customers, and so we don’t need the incremental seat from a hiring perspective to add to — for us to grow within our customer base. The other thing that I would add there is one of the places where we’re bullish about, Copilot, is that it’s expanding our use case beyond just top of the funnel prospecting to the full funnel, and so we’re now seeing open opportunities where we’re bringing in sets of users that were otherwise or in the past pre-Copilot were not customers of ours or were not users of ours. And so we have a lot of opportunity, both from a usage-based perspective and from a seat-based perspective to grow despite the — despite layoffs in tech or shrinking go-to-market team.
Mark Murphy — Analyst
OK. And then, Cameron, is it possible — can you remind us on the non-collectability receivables? How often is it stemming from business failures versus something like a contract dispute or customer claiming that services were not provided? And then you did allude to some incremental write-off potential. I think going forward, is it possible to put any balance on that? And just help us understand, have you factored something in there as an ongoing type of revenue offset in the second half as we just saw in Q2?
Cameron Hyzer — Chief Financial Officer
Yes. So certainly, we have factored in continued escalation in terms of write-off rates, and the write-offs that we do see do stem from a number of different factors. Certainly, one of the larger ones is companies shutting down. And I think in a more challenging environment and an environment where access to capital is harder to get to, that is driving some of that increase.
There are also instances where, particularly in the small business that when customers don’t feel that they’ve achieved the value that they thought they were going to, that we end up in a level of dispute with them. And so I think in a world where it’s harder to make sales, kind of getting that tangible value is also sometimes harder for them and that escalation. So our view is that while we are making operational changes to impact this, largely requiring prepayment upfront from many of those smaller and riskier customers as well as just generally shifting the business upmarket, we feel the prudent view is to assume that the write-off situation gets worse, particularly as the — there are questions about the strength of the economy over the next few quarters.
Mark Murphy — Analyst
Understood.
Henry Schuck — Founder and Chief Executive Officer
So, Mark, I’ll add here, too. We did assume that the write-off rates — the escalated write-off rates continue through the back half of the year. I think the biggest — the big thing to remember here is we extended credit to SMBs that were not creditworthy, and we’ve changed our practices now to require upfront prepayments against our riskier customers. And in the quarter, we had $11 million of our ACV transacted through upfront prepayments.
That was up from $1 million in any of our previous quarters, and so we’ve made a commitment both operationally and in the way that we estimate for these collectibles to get rid of this type of volatility in our business.
Mark Murphy — Analyst
Understood. Thank you.
Operator
Our next question comes from the line of Brad Zelnick of Deutsche Bank. Your line is open.
Brad Zelnick — Analyst
Great. Thanks so much for taking the question. Henry, it’s no doubt it’s a tough environment, and ZoomInfo has outsized exposure to some of the tougher segments of the market. But as we think about environment versus execution versus product market fit, how much of what we’re seeing in the numbers do you feel is within your control? And maybe just a quick one for Cameron.
Cam, can you comment on the pricing trends that you saw in the quarter? Thanks so much, guys.
Henry Schuck — Founder and Chief Executive Officer
Yeah, I think that’s actually the frustrating part about this quarter is that there’s an incredible amount of operational improvement that we’re seeing in the business: the $100,000 cohort growth, the first time we’ve seen that since Q4 of 2022; stabilization and net retention rates, the first time we’ve seen that since Q4 of ’21; stabilization in our software vertical net retention rates; our enterprise business grew 9% year over year; operations OS; and our DaaS business grew 23% year over year with 117% net retention; copilot sold solidly above our expectations in the customer base, and we’re monetizing AI now throughout our customers. When we’re monetizing that, we’re also seeing that happen 75% of the time in mid-market and enterprise customers, and we continue to innovate there as well. And so there’s this tremendous amount of operational momentum and operational execution happening in the business, where I actually believe our product market fit is getting stronger, our sales motion is getting better in the upmarket. We’re monetizing Copilot in the base, and you’re seeing that operational performance come through in the business.
Now at the same time, the write-offs escalated. We have to increase that estimate. And we have to take this accounting charge this quarter to put that all behind us, to move forward with a clean slate, and to take away this volatility from our business.
Cameron Hyzer — Chief Financial Officer
And, Brad, I think with respect to the pricing changes in Q2, we didn’t proactively make any changes to pricing. And we do continue to see some downsell pressure, particularly at the lower ends of the market. But we are starting to see some really good green shoots of pricing opportunity when people are taking Copilot. So Henry mentioned the monetization of copilot.
There are a number of opportunities where we’re beginning to see pricing uplift from that, and that’s something that we’re focused on being able to continue as we move into Q3 and Q4.
Brad Zelnick — Analyst
Very helpful color. Thanks so much, guys.
Operator
Our next question comes from the line of Raimo Lenschow of Barclays. Your line is open.
Raimo Lenschow — Analyst
Thank you. Cameron, like — if you think about the ability to collect from clients, like how does this current environment kind of compare to what you’ve seen before? Because like we had like the — in the COVID 2020, where it was tough, 2022, this seems to be either you changed how you kind of wrote in 2023 or it’s getting worse? Can you just compare and contrast like how this kind of feels compared to the time before? Because it is somewhat surprising given that you’ve been in tough markets before. Thank you.
Henry Schuck — Founder and Chief Executive Officer
Raimo, it’s Henry. Look, I think there are two things that happened or one big thing. We did see these rates elevate against from the 2020 and 2021 rates. We saw this trend escalate and elevate in the 2022 and 2023 cohorts.
They’re writing off more, obviously more than what our historical rates were. That’s why we’ve made — we’ve increased the estimates this year, and we’ve taken this accounting charge. We’ve accounted for those collectibility issues. The other thing that I would tell you is the way that you solve this moving forward is what we did with these upfront prepayments.
When a risky or small SMB customer comes through, they can achieve a lot of value from ZoomInfo, but we require upfront prepayment from them now and going forward. That’s a fundamental change in the way that we operate, and so we’re going to significantly make a dent in the collectibility of our future contracts by doing that.
Raimo Lenschow — Analyst
OK. Got it. Thank you.
Operator
Our next question comes from the line of Parker Lane with Stifel. Your line is open.
Parker Lane — Stifel Financial Corp. — Analyst
Hi, guys. Thanks for taking the question. Just to stick on the idea of the new business risk model, Henry. Are the parameters there simply about the size of the customer that you’re talking about? Or is it also based on the number of seats or products they’re adopting from you guys at the onset?
Henry Schuck — Founder and Chief Executive Officer
Yes, it takes into — the new business risk model takes into account a number of firmographic-related data points and then a model that looks back at the collectibility of other accounts that look like those accounts. But you can think about it as size, industry, number of salespeople, and then a compare against look-a-likes who paid or didn’t pay us in the past. We’re using a number of key data points to assess the risk of the clients who come through. Size is obviously one of them.
Parker Lane — Stifel Financial Corp. — Analyst
Understood. Thank you.
Operator
Our next question comes from the line of Alex Zukin of Wolfe Research. Your line is open.
Alex Zukin — Analyst
Thank you, guys. Apologize for the background noise, and thanks for taking the question. Just maybe two quick ones. I’m trying to swear just, Henry, maybe your comments around improving retention rates in the quarter, particularly in the software parts but then also increasing charge-off rates, and maybe just comment on the linearity that you saw of these increases because I would say the kind of non-retaining customers or customers are going to go out and do something different.
Can you just help us understand — like this leads me to my second question, mechanistically, if you look at your bookings, which I think on a reported basis, CRPO bookings was down to 11%, like how much of this bad debt can we kind of take out of that bookings to inform or something that can square us to that comment that Cameron made about flat to effectively low single-digit declines kind of once you start getting back some of this [Technical difficulty].
Henry Schuck — Founder and Chief Executive Officer
Alex, we had a lot of — we had a hard time hearing you. So if you could — if we could just take a second and see how much of that we could collect in the room.
Cameron Hyzer — Chief Financial Officer
All right. Thanks, Alex. I think that — hopefully, I’ll be able to answer most of your questions, and we’ll get through this. I think, first off, in terms of the linearity, certainly as it relates to retention, we had been seeing a stabilization of retention, and that continued throughout the quarter. I think something that we were happy with.
And I think that’s particularly true in the mid-market and enterprise, where we saw improvements in retention. I think as the quarter went on, we continue to see more pressure on SMBs. And certainly, with respect to the write-offs themselves, those did accelerate in June, and so the impact of those was really an end of quarter issue more than it was throughout the quarter. And then you had asked about the bookings.
Certainly, the bookings get impacted by the write-offs because we are basically impairing some of that remaining performance obligations. So when we’re writing off a contract, obviously we’re writing off the continued performance allegation of that as well as any of the existing revenue or receivable that’s out there.
Henry Schuck — Founder and Chief Executive Officer
And, Alex, I’ll just add, this guide does not take into — does not assume that any of the improvement that we saw in the quarter, the stabilization of the net retention rates, or the impact of the upfront prepayments, we don’t — we haven’t anticipated any improvement from either of those in this guide.
Alex Zukin — Analyst
Understood. Thank you, guys. And I apologize for the audio issue if you can’t hear me better now.
Operator
Our next question comes from the line of Kash Rangan of Goldman Sachs. Your line is open.
Unknown speaker — — Analyst
Hi. This is Philippa Ann Vizzone on for Kash. Thanks for taking the question and all the color provided on the call. I had two quick ones for you.
How has your sales cycle duration really compare this quarter versus prior periods? And second, what lessons do you take away from the large customer win and mid-market improvement? And it seems also enterprise that you saw this quarter to close remaining deals in your pipeline?
Henry Schuck — Founder and Chief Executive Officer
Great. Thanks for the question. Sales cycles have stayed largely the same. We segmented the customer — the sales force in new business in the quarter.
And so our enterprise deals obviously take longer than our SMB or mid-market deals, but they come in at two, three, four times the value of those deals. And so nothing that we didn’t expect in the new business space, and so sales cycles have stayed largely the same and across those different segments. I think the thing that we’ve learned across the largest deal that we closed in our history and continued improvement in mid-market and enterprise is that segmenting the new business sales reps and then allocating resources to the upmarket is turning into results for us. We have the highest mid-market and enterprise new business quarter on record, and that came from an increased focus in segmentation of the sales rep base against those different segments.
And we think that that’s going to — we believe that’s going to continue throughout the year and set up a really strong foundation for us in the future as enterprise and mid-market customers grow more with us and retain at higher rates.
Operator
Our next question comes from the line of Brent Bracelin of Piper Sandler. Your line is open.
Brent Bracelin — Analyst
Thank you. I wanted to go just back to kind of framing how much exposure you have to SMB. I think it looks like bad debt accruals were $33 million, $34 million last year. You’re at that similar mark here at the first six months of this year.
What portion of that SMB business would you frame as still kind of being at risk versus how much you’re kind of pre-baking in as additional weakness? Just trying to think through, at what point could we make a mark that kind of worst is behind you? I think we thought that a year ago, clearly not happening now. But maybe just frame overall that SMB exposure, I think, would be helpful. Thanks.
Cameron Hyzer — Chief Financial Officer
So SMB continues to be around one-third of our business. We’ve seen enterprise continue to grow in terms of mix, so that’s up above 40% at this point. Our focus has really been not on — just not serving SMB anymore but really taking the credit risk out of SMB and forcing those customers that are smaller or riskier to prepay upfront and ultimately do that. All of our product focus and really sales investment at this point is going upmarket, so that is a clear focus of us — of ours, but we’re not going to necessarily turn away smaller customers that are — continue to get real value out of the system and continue to use the system to drive their sales motions as well.
Henry Schuck — Founder and Chief Executive Officer
But, Brent, I also think you should think about the actions we took today with the charge and the increase in estimates. We fully intend on putting this volatility in our business behind us. And going forward, we don’t anticipate after this charge and after the increased estimates toward the back half of the year that write-offs will create volatility in our guide going forward.
Brent Bracelin — Analyst
Helpful color. Thank you.
Operator
Our next question comes from the line of Koji Ikeda with Bank of America. Your line is open.
Koji Ikeda — Analyst
Hey, guys. Thanks for taking the questions. A couple from me here. Maybe the first one for Cam.
Just wanted to understand a little bit more on the write-downs headwind to the guidance for the full year. And I know you guys aren’t guiding 2025, but just thinking about the write-downs and potential impacts heading into 2025. Is it a full year of impact? Does it affect 1Q ’25? And does it potentially bleed into the second quarter of 2025, too?
Cameron Hyzer — Chief Financial Officer
So certainly, the write-downs that we realized now were eliminating risk of nonpayment on receivables that we have that we’ve already recognized revenue against. And then another big portion of the change in guidance was taking out the revenue that we would have earned from those customers that we’ve written down or written off as we go through the remainder of the year. Our expectations at this point or the way we’ve defined guidance is to assume that those write-offs continue to escalate and that they would continue to have an impact on our results. But ultimately, the operational improvements that we’ve put in place, requiring prepayment upfront from smaller and more risky customers, as well as shifting the sales team to focus more on mid-market and enterprise customers should eventually, and we’re focused on ensuring, that they eliminate a lot of the volatility related to those small businesses.
And so if you think about the deals that we’re selling today that we would potentially write off in six to nine months, so at the end of the year, as we move into the beginning of next year, we’re aiming to significantly reduce the risk of those write-offs in terms of growth.
Henry Schuck — Founder and Chief Executive Officer
I would add here, when we think about the rest of this year and 2025, what we’ll tell you is we’re going to finish this year with $1 of free cash flow per share, and we expect to meaningfully grow that in 2025. And I’m confident in that we — based a lot around the fact that in the quarter, we had our best net new ARR add in more than a year.
Koji Ikeda — Analyst
Got it, Henry. And just one follow-up, if I may here, Henry, for you. In prior quarters, you have talked about customers, and I’ll call them boomerang customers that left ZoomInfo that have come back to you. I don’t think you really talked about it much in your prepared commentary.
So any sort of color on maybe some bigger customers that have returned to the ZoomInfo platform? Thank you.
Henry Schuck — Founder and Chief Executive Officer
Yup. This quarter was our best win-back quarter on record ever.
Operator
Our next question comes from the line of DJ Hynes of Canaccord Genuity. Your line is open.
DJ Hynes — Analyst
Hey, guys. Thanks for taking the question. Henry, one for you. So a lot of your data today is being piped into CRM systems.
The CRM vendors are also trying to build Copilots that help with activating intelligence, prompting next best action. What gives you confidence that the AI-driven functionality will live with ZoomInfo versus the system of record or the CRM vendors that you partner with?
Henry Schuck — Founder and Chief Executive Officer
Yeah, I would think about the data that gets piped into CRMs as sort of contact or company data. And the data that you actually need to win from a Copilot perspective is a tremendous amount of signal data that you use to identify which customers to reach out to today, tomorrow, and the reasons why. And so you can think of that as intense signals, or new hire signals, or funding signals, or visiting your pricing page signals, or visiting a competitor’s review page signal, or researching your competitor. And all of those signals, those are proprietary to ZoomInfo, and they don’t live in CRM, and that signal is necessary for you to engage with the right customers at the right time.
And so Copilot’s just built off of data that sit inside of a CRM, we’ll always be missing the necessary signal for Copilots to actually work and be useful. And so we’ve invested a lot in making sure that we have the best signal around companies and people, but we’ve also gone out and started building a robust ecosystem of signal providers that we’ve built into our Copilot offering as well. And the sales of Copilot, the monetization of Copilot in our customer base was solidly above our expectations. It puts us far ahead of any competitor in the space and we feel really good about the innovation we’ve been able to deliver there in the last year.
DJ Hynes — Analyst
Yeah. Great to hear. Thanks for the color.
Operator
Our next question comes from the line of Taylor McGinnis of UBS. Your line is open.
Taylor McGinnis — Analyst
Yeah. Hi. Thanks so much for taking my question. So if I look at the 3Q rev guide, it assumes a sequential increase, which is a reversal from some of the recent trends we’ve seen.
Now I would imagine some of that might be due to the write-downs in softer new business changes that might be having an impact there. But Cameron, can you help us bridge that gap? I think you mentioned adjusted revenue of $307 million in the quarter. So can you quantify the pieces that make up the difference between that and what was reported? And as we look into 3Q and 4Q, are you able to quantify the write-down in new business impact that’s embedded? Thanks.
Cameron Hyzer — Chief Financial Officer
So in the second quarter, we took a charge related to the change of estimates that we had, and those are estimates around the collectibility of receivables from customers. So with respect to revenue, that was $15 million of the charge, and that’s revenue that we’ve effectively recognized historically, but due to the change in estimates needed to run that through Q2. So the revenue that we generated in Q2 from a GAAP perspective was $292 million, but that included $15 million of write-downs that shouldn’t recur as we’ve really focused on identifying everything that we felt was at risk, changed our estimate around those, put it into Q2. And therefore, going forward, we want to start with a clean slate.
So based on that, I think in Q3, while it will be growth compared to the $292 million, it would still be a decrease relative to the $307 million, if you were to back out that $15 million of write-down.
Taylor McGinnis — Analyst
Great. Thanks so much.
Operator
Our next question comes from the line of Jackson Ader with KeyBanc Capital Markets. Your line is open.
Jackson Ader — Analyst
Hi. Thanks for taking our questions, guys. Really, the one for me is, Henry, on the trends or the positive trends in the business that are not expected to continue or are being kind of removed from guidance going forward. I’m just curious, are you already seeing some of the enterprise momentum slow here as we — like as we are here in early August? Or is this just true conservatism? Or is it actually happening and that’s why you’re taking it out of guidance? Thanks.
Henry Schuck — Founder and Chief Executive Officer
No, we’re not seeing the momentum in the business slow down the enterprise or upmarket momentum. We feel really good about the operational improvements and the operational success that we’ve seen and anticipate that we’re going to continue to execute against that.
Jackson Ader — Analyst
Got it. Thank you.
Operator
Our next question comes from the line of Michael Turrin of Wells Fargo. Your line is open.
Michael Berg — Wells Fargo Securities — Analyst
Hey. Michael Berg on for Michael Turrin. When I think about the margin impact of the write-offs, how can you think about how that flows through the rest of fiscal ’24 on a margin percentage impact? And then how can I think about that rolling through into fiscal ’25? Then I have a quick follow-up.
Cameron Hyzer — Chief Financial Officer
Sure. So we did have a number of discrete events. Those are laid out in the press release as well as in the 10-Q. When you look past those specific charges, the margins would have been materially higher, almost 10 points higher, and I’d expect that we won’t have additional charges like that.
So I think the — if you pro forma those charges out, that would be the kind of underlying performance of the business that I’d start with from a modeling perspective.
Michael Berg — Wells Fargo Securities — Analyst
Helpful. And a quick follow-up for Henry here. You made a point on the call to mention that you plan to be aggressively buying shares here. What would be your key things to point to that’s driving your confidence in scooping up more shares moving forward? Thank you.
Henry Schuck — Founder and Chief Executive Officer
Look, I think that the tough part about this quarter is that we had a tremendous amount of operational improvements that we saw. We saw net revenue retention stabilize for the first time since Q4 ’21. We saw our DaaS business growing — DaaS and operations business growing 23% year over year. We saw growth in our $100,000 cohort for the first time since Q4 of ’22.
We continue to grow our $1 million cohort. We’re addressing the write-off issue by taking a significant amount of our new business ACV through upfront prepayments. Copilot is solidly above our expectations from a sales perspective into the customer base. I think that we have tremendous product market fit there, and that’s going to be really hard for a lot of investors to see because of this accounting charge and the way that we’re thinking about guidance for the rest of the year.
That being said, I have tremendous confidence in ZoomInfo, and I’m excited to be a buyer.
Operator
Our next question comes from the line of Surinder Thind of Jefferies. Your line is open.
Surinder Thind — Analyst
Thank you. Just, Henry, any color on breaking down the NRR between SMBs and mid-market? And then maybe when you look at the new business that you’re winning, so what is that mix between the SMBs and mid and enterprise? And maybe how does that compare to your current ARR mix?
Henry Schuck — Founder and Chief Executive Officer
Yeah. You can think about on the new business side, on the new business side, we had high watermarks for enterprise and mid-market new business, and so those are significantly higher as a percentage in the quarter than we’ve seen historically. That was driven by segmenting the sales rep base into SMB, mid-market, and enterprise reps, and then allocating resources properly across that group. Cameron said it, in the customer base, you can think about the breakout as kind of 40% enterprise, around 30% — a little under 30% mid-market and the rest in SMB.
And our intention is to move the business significantly upmarket in the mid-market and enterprise.
Surinder Thind — Analyst
Got it. And just one quick clarification question on Copilot. The ARR figure you provided, I think it was $18 million. Was that as of quarter end or is that as of a different period of time?
Henry Schuck — Founder and Chief Executive Officer
That was as of quarter end.
Surinder Thind — Analyst
Thank you.
Operator
Our next question comes from the line of Brian Peterson of Raymond James. Your line is open.
Brian Peterson — Analyst
Hey, guys. Thanks for taking the question. So, Cameron, just on the $33 million in charges you mentioned this quarter, just to clarify, how much of that is embedded in the 2Q NRR figure? Or is some of that would have been impacted prior periods or future periods? I just want to make sure I understand how the charges are impacting the NRR. Thank you.
Cameron Hyzer — Chief Financial Officer
Yeah. So most of the increase in write-offs and changes that have gone through the estimates, really more of the new business that we’ve brought on than they do to NRR. So the NRR is really not impacted by those charges.
Operator
Our next question comes from the line of Siti Panigrahi with Mizuho. Your line is open.
Siti Panigrahi — Analyst
Thanks for taking my question. I just want to clarify, you talked about if you look at your guidance second half, you’re taking down $50 million in revenues, if I exclude that $15 million write-off. So how much of that — the $50 million that you’re taking out, how much of is a write-off versus any kind of softer new sales or downsells or any cannibalization you’re going to see given that Q4 another strong renewal quarter?
Cameron Hyzer — Chief Financial Officer
So the way I think about that, Siti, is that of the entire change in guidance, so the full $60 million, roughly half of that has to do with write-offs that we’ve incurred. So part of that is the charge. Another part is the revenue that we would have recognized from those customers that we wrote off over the second half of the year. The other half of that is really an increase in conservatism in terms of the market overall.
Part of that conservatism is an increase in the assumptions around ongoing write-offs. So seeing those write-off rates escalate going forward as well as just conservatism around the sales and retention environment.
Siti Panigrahi — Analyst
Thanks for that color.
Operator
Our next question comes from the line of Joshua Reilly with Needham. Your line is open.
Joshua Reilly — Needham and Company — Analyst
Thanks for taking my question. Just one quick one for me. You mentioned at the end of the month of June is when you saw increased write-offs for SMBs. I guess maybe what do you think changed in that period of time relative to what we were seeing in the first quarter? Because it seemed like the renewals weren’t great for SMBs in the first quarter.
Was there some period where it was a little bit better for a period of time, and then it got dramatically worse? Or what macro factor maybe came into play there or some other factor that we should be considering? Thanks, guys.
Cameron Hyzer — Chief Financial Officer
So, certainly, we did see an increase in the rates and an increase in the revenue associated with those write-offs. Part of that is the timing and catching up of write-offs. Write-offs don’t happen immediately. We’re obviously chasing payment for folks, and it does take us in a period of time before we fully get to the point where we’re ready to write something off.
We have also seen further stretching of small businesses in terms of their access to capital. So you see the increases in companies shutting down. I think that’s happened more as we’ve gotten into the summer. And so I’d say that those two factors certainly changed as we got into June.
If we look back at the trend from Q3 to Q4 to Q1, we actually saw improvements in our write-off rates, and then we saw those reverse as we got through the end of the quarter.
Joshua Reilly — Needham and Company — Analyst
Got it. Thanks, guys.
Operator
Our next question comes from the line of Pat Walravens of Citizens JMP. Your line is open.
Austin Cole — JMP Securities — Analyst
Great. This is Austin Cole on for Pat Walravens here. Appreciate you taking my question. I just wanted to ask about the DaaS business, 13% of ACV.
Can you just talk about what you’re doing to drive success there? And how big do you think it can get? Thanks.
Henry Schuck — Founder and Chief Executive Officer
Yeah. Thanks for the question. We — last year, built a team of DaaS specialists who are responsible for helping our customers integrate our data within their workflows and get that behind workflows like territory planning, or account scoring, or new AI workflows that they’re building. We anticipate this can be — can continue to grow at the rates that it’s growing and be a real meaningful part of our business going forward.
Austin Cole — JMP Securities — Analyst
Great. Thanks.
Operator
And I am showing no further questions at this time. I would like to turn the call over to Henry for closing remarks.
Henry Schuck — Founder and Chief Executive Officer
Thank you, everyone, for joining us tonight. I’d just like to take a moment to reiterate what I think are the most important key takeaways from tonight’s call. First, we’ve taken necessary and comprehensive accounting charges this quarter to address our write-off. And while they fully flow through Q2 results and negatively impact the quarter and our full-year guidance, this action sets us up very well for the future.
Additionally, we’ve made the necessary operational adjustments in the way that we extend credit to our customers to ensure that write-offs do not continue to be a headwind in our business. Second, we delivered strong operational performance, NRR stabilized. We have the best net new ARR quarter in a year. We’re growing our $100,000 and $1 million customers.
Copilot sales were solidly above our expectations, and we see data-as-a-service growth opportunities driven by AI use cases, and we are committed to driving long-term value creation through consistently growing free cash flow per share. I look forward to speaking with you and seeing you in person as we participate in a number of investor events over the coming weeks. Thank you.
Operator
[Operator signoff]
Duration: 0 minutes
Call participants:
Jerry Sisitsky — Investor Relations
Henry Schuck — Founder and Chief Executive Officer
Cameron Hyzer — Chief Financial Officer
Elizabeth Porter — Morgan Stanley — Analyst
Mark Murphy — Analyst
Brad Zelnick — Analyst
Raimo Lenschow — Analyst
Parker Lane — Stifel Financial Corp. — Analyst
Alex Zukin — Analyst
Unknown speaker — — Analyst
Brent Bracelin — Analyst
Koji Ikeda — Analyst
DJ Hynes — Analyst
Taylor McGinnis — Analyst
Jackson Ader — Analyst
Michael Berg — Wells Fargo Securities — Analyst
Surinder Thind — Analyst
Brian Peterson — Analyst
Siti Panigrahi — Analyst
Joshua Reilly — Needham and Company — Analyst
Austin Cole — JMP Securities — Analyst
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