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ZoomInfo (GTM) 2026年第3四半期決算説明会:売上高3%減、ガイダンス上方修正

Nov 4, 2026 11:43 PM
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ZoomInfoの2026年第3四半期決算は、GAAP売上高が前年同期比3%減の3億900万ドルとなった一方、調整後営業利益は1%増の1億1,900万ドル、営業利益率は39%へ拡大した。ソフトウェア部門の低迷やアップセル減少により売上維持率は88%へ低下したものの、ハイエンド顧客のACV構成比は77%を維持し、100万ドル規模の顧客数は過去最高を記録した。経営陣はGTM1プラットフォームの導入やハイブリッド価格体系の効果を強調し、2026年通期の売上高予想を上方修正した。

AI生成要約

主要なポイント

  • ZoomInfo(GTM)が発表した2026年第3四半期のGAAP売上高は前年同期比3%減の3億900万ドルとなりました。調整後営業利益は1%増の1億1,900万ドルとなり、営業利益率は1.5ポイント拡大して39%となりました。
  • 売上維持率(ネット・レベニュー・リテンション)は、主にソフトウェア部門におけるアップセル件数の減少と取引規模の縮小により、前期の89%から88%に低下しました。ハイエンド市場(Upmarket)の年間契約価値(ACV)は前年同期比で横ばいとなった一方、ローエンド市場(Downmarket)のACVは14%減少しました。
  • 1万社以上の顧客が、MCPサーバー、コマンドラインインターフェース、更新されたAPIなどの新しいチャネルを通じてZoomInfoのデータにアクセスしました。大半の使用量は過去に購入されたクレジットの消費によるものでしたが、これらのチャネル全体の利用量は前四半期比で倍増しました。
  • 現在、ハイエンド顧客がACVの77%を占めています。年間契約額が10万ドル以上の顧客によるACVは4%増加し、100万ドル規模の顧客数および同顧客層からのACVの両方で過去最高を記録しました。
  • 経営陣は、2026年通期の業績予想を引き上げ、売上高を12億2,350万ドル〜12億2,650万ドル、調整後営業利益を4億5,200万ドル〜4億5,500万ドルとしました。
  • 経営陣は、GTM1のローンチ計画、データ消費量の増加、および2026年最初の9か月間における出戻り顧客の10%以上の増加を挙げ、ZoomInfoの成長減速の悪影響は底打ちに近づいているとの認識を示しました。

主要財務データ

指標2026年第3四半期前年同期比 / 背景
GAAP売上高3億900万ドル前年同期比3%減、会社予想を上回る
調整後営業利益1億1,900万ドル前年同期比1%増
調整後営業利益率39%前年同期比1.5ポイント上昇
GAAP営業キャッシュフロー4,700万ドル期末時点の現金・現金同等物および有価証券は1億4,200万ドル
アンレバード・フリー・キャッシュ・フロー8,700万ドルマージン28%、調整後営業利益からの転換率73%
売上維持率(ネット・レベニュー・リテンション)88%前期の89%から低下
ハイエンド市場のACV構成比77%ハイエンド市場のACVは前年同期比で横ばい
ローエンド市場のACV—前年同期比14%減
前受収益4億2,100万ドル四半期末時点
残存履行義務(RPO)11億ドル12か月以内に7億9,300万ドルが収益認識される見込み
総有利子負債12億ドル純レバレッジ率は直近12か月間の調整後EBITDAの2.2倍に改善

事業および業績の動向

事業環境は引き続き厳しい状況にあり、特に2021年の45%から現在はZoomInfoの事業の約30%を占めるソフトウェア分野での落ち込みが目立ちました。経営陣によると、購買グループの大型化、ベンダー査定の厳格化、販売サイクルの長期化が新規案件やアップセルの重荷となり続けています。

最上位の顧客層、特に金融、保険、不動産、製造業においては好調な業績が維持されました。年間契約価値が10万ドル以上の顧客からのACVは前年同期比で4%増加したものの、同グループの顧客数は2%減少しました。「Operations」製品のACVは引き続き2桁の成長率を維持しました。

ZoomInfoは今四半期後半に「GTM1」をローンチする予定です。このプラットフォームは、営業、マーケティング、運用、AIエージェントを単一のデータおよびコンテキストレイヤーに統合するよう設計されています。また同社は、固定契約とデータおよびAI消費クレジットを組み合わせたハイブリッド価格体系を導入し、ユーザー数ベース(シートベース)の課金体系への依存度を低減させています。

新しいインターフェースを介した消費量は前四半期比で倍増しました。しかし経営陣は、顧客がすでに購入済みのクレジットを使用しているケースが多いため、この利用増加が短期的な売上に与える影響は現時点では限定的であると説明しました。追加の売上増は、顧客が既存容量を使い果たすか、契約を拡張するか、従量課金制へと移行した段階で見込まれます。

また、ClickUpおよびn8nとのネイティブ連携を追加したほか、Salesforceのアウトバウンド営業向けAIエージェント「Hunter」の主要データパートナーとなりました。00.aiおよびWorkBounceの買収により、統合されたエージェントチーム機能や、構造化データと非構造化顧客データを結合するためのセマンティックナレッジレイヤーが強化されました。

第3四半期中、ZoomInfoは平均価格2.94ドルで250万株(総額750万ドル)の自社株買いを実施しました。また、3,100万ドルで3,500万ドル分のシニア社債を消却し、見込まれる年間現金利息費用を100万ドル以上削減しました。

経営陣による業績予想

業績予想の指標2026年第4四半期2026年通期
GAAP売上高2億9,400万ドル〜2億9,700万ドル12億2,350万ドル〜12億2,650万ドル
調整後営業利益1億1,300万ドル〜1億1,600万ドル4億5,200万ドル〜4億5,500万ドル
Non-GAAP希薄化後EPS0.285ドル〜0.295ドル1.125ドル〜1.135ドル
アンレバード・フリー・キャッシュ・フロー—4億500万ドル〜4億2,500万ドル

中間値で見ると、通期売上高の見通しは前年比2%減少となり、調整後営業利益率は約37%となる見込みです。

第4四半期の見通しは、事業環境に変化がなく、販売サイクルも短縮されず、価格体系の移行やGTM1の展開による純利益も発生しないことを前提としています。経営陣は、これらの分野のいずれかで改善が見られれば、予想レンジの上振れ要因になると述べました。

リスクと注視点

  • ソフトウェアセクターの低迷が、新規案件、アップセル、および売上維持率に圧力をかけ続けています。
  • ハイエンド顧客層の下位ゾーンにおいて、追加購買に対する逆風が最も強まっています。
  • 現在の利用活動の多くは事前に契約されたクレジットを消費しているため、消費量の増加がすぐに売上増に結びつかない可能性があります。
  • 短期RPO(残存履行義務)は4%減少しました。経営陣はこれを、四半期の短期受注額の増加よりも示唆に富む指標であると説明しています。契約変更・上書き取引の減少や大規模な早期更新の少なさが比較結果に影響を与えました。
  • 第4四半期はZoomInfoにとって最大の営業活動期であり、ハイエンド市場およびローエンド市場におけるACVの成果に大きな変動が生じる可能性があります。
  • 2024年の証券訴訟に関して予定されている4,400万ドルの和解は、依然として裁判所の承認待ちです。ZoomInfoは、弁護費用および和解金負債に対し、該当する保険ポリシーに基づき2,500万ドルを回収できると見込んでいます。

アナリスト質疑応答のハイライト

ハイブリッド価格体系と顧客の経済性:経営陣によると、顧客は固定的なデータクレジット契約と変動的なAIクレジット消費のいずれかを選択できます。シート(アカウント数)課金から一括データクレジットに乗り換える顧客の一部は同規模の支出レベルで更新していますが、当初はより低いレベルで更新する顧客も、将来的な消費拡大の機会を生み出しています。

GTM1の導入状況:ZoomInfoは当初、小規模なチームを編成し、新規および既存顧客の双方に新しいプラットフォームと価格体系を提案しました。同社は、すでにプラットフォームを利用している数十社の顧客から好意的な初期フィードバックを得ているとして、より広範な展開を計画しています。

消費拡大の牽引役としてのAIエージェント:経営陣によると、顧客はGrok、Vercel、Replit、n8n、Zapierなどのツールを通じて構築されたエージェントやワークフロー内でZoomInfoデータを利用しています。エージェントチームのマネタイズは、AIクレジットとデータクレジットの両方を通じて行われます。

競争上のポジショニング:経営陣は、エンタープライズ需要の背景として、データの品質、網羅性、プライバシー、セキュリティ、コンプライアンスを挙げました。これらの要素は、より低価格なAIネイティブの代替策を検討している大企業顧客にとって特に重要であると述べました。

負債の償還期限:ZoomInfoは、2029年2月満期のシニア社債5億5,700万ドル、2030年2月満期の第一抵当権付きタームローン5億7,800万ドル、および2028年2月満期の回転信用枠からの借り入れ1億ドルを保有しています。経営陣は、満期構成と会社のキャッシュ創出能力に対して懸念はないと述べました。

決算説明会文字起こし全文


決算説明会の完全なトランスクリプト

経営陣による説明

Operator

To ask a question during the session, you will need to press star 1-1 on your telephone. You will then hear an automated message advising that your hand is raised. To withdraw your question, please press star 1-1 again. Please be advised that today's conference is being recorded. And I'd like to hand the conference over to your first speaker today, Jerry Szczeski. Please go ahead.

Jeremiah Sisitsky

Thank you. Welcome to Zoom Info's Q3 2026 Financial Results Conference Call. With me on the call today are Henry Schuck, founder and CEO, and Graham O'Brien, Chief Financial Officer. this call, any forward-looking statements are made pursuant to 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, and will not. 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. Because 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 hosted to our IR website.

Henry Schuck

that, I'll turn the call over to Henry. Thank you, Jerry, and welcome everyone. We continue to operate the business efficiently and are encouraged by early feedback on our GTM1 platform and the consumption of our data and context across new surface areas. GAAP revenue was $309 million and adjusted operating income was $119 million, a margin of 39%, up one and a half points year over year. While we exceeded our guidance, we did not see improvement in the operating environment, particularly in software. Up market ACV was flat year over year and net revenue retention was 88%. We continue to see pressure in the software vertical, which is about 30% of our business, down from 45% since 2021.

As companies in that vertical manage through their own challenges, buying groups have gotten larger, vendor scrutiny has made sales cycles longer, and we see that in new business and upsells. With our largest customers, particularly those in finance, insurance, real estate, and manufacturing, we continue to perform well, ending the quarter with a record number of million-dollar customers and record ACV from that cohort. The divergence between the software vertical and our largest customers is reflected in our results. We have been working intentionally on initiatives to change that. First is GTM1, which launches this quarter and introduces the market to real multiplayer go-to-market AI, one platform where sales, marketing, and operations run on the same data and context with agents that work across all of it. With GTM One, our customers transition from buying seats or data files from us and instead buy a trusted, always-on, entity-resolved view of their market that they can put to work wherever their go-to-market work happens. that is in our application, in an AI agent, or in something they've built themselves. As more of that work moves to agents, the need for more accurate and governed data increases and is why our largest customers continue to expand with ZoomInfo.

The second is consumption. More than 10,000 customers have accessed our data and contacts through surfaces that did not exist at the beginning of the year. Our MCP server, our command line interface, and an updated API. Consumption across those surfaces doubled sequentially and is well on the way to becoming a meaningful contributor to financial results. Right now, most of that usage is customers drawing down capacity they have already bought from us. So today it shows up as utilization of credit they already hold rather than as new ACV. As customers use up what they've purchased and expand with us, and as we move more customers on to consumption pricing, the next increase in the amount of money they're going to be of usage comes with incremental revenue. We made progress across three areas of focus during the quarter.

First, we kept moving the business up market. More than three quarters of our ACV is now up market, a 14 point shift over the last three years. We have been intentional about this shift. We've moved sales resources to our more valuable customer relationships, and we lead down market with a digital motion that cost us less than it did a year ago. Second, in Q3, we introduced new hybrid pricing and packaging models geared to expand our non-seat mix. Since then, we have selectively introduced this to existing customers. While early, we've seen good results and received very positive feedback from the customer base.

We will continue to roll this out more broadly. Third, we delivered the second half product releases that we talked about in August. And each of them puts our data and context into more of the places where go-to-market work gets done. We launched native integrations with ClickUp and n8n, and were named a flagship data partner for Hunter, Salesforce's new outbound sales agent. Our acquisition of 00.ai introduced our agent team's functionality that coordinates teams of agents to run complete go-to-market plays within the controls customers set. Our acquisition of WorkBounce strengthened our go-to-market context graph, which now has a semantic knowledge layer, so structured and unstructured data from CRMs, emails, call transcripts, and other systems integrates with ZoomInfo data. We're unifying our platform together into GTM1, where the entire go-to-market organization, sales, marketing, operations, and agents runs on one ZoomInfo instance.

Two deals from the quarter highlight this. A Fortune 500 global industrial automation and aerospace conglomerate closed the Master Data Foundation project with us as part of its go-to-market AI program. Their AI initiatives stalled at the data layer with incomplete data stranded across legacy systems. Their sellers were already using Zoom info to prioritize accounts and act on buying signals, and we are now consolidating contact data from multiple CRM and marketing systems into a single trusted source for them. And a social media management platform signed a multi-year deal as a new customer with a combination of seats and data after comparing our data, functionality, and pricing across a broad competitive set. This transaction also reflects the success of our enterprise sales motion, closing larger, more comprehensive initial customer lands. We also closed upmarket opportunities with Tishman Speyer, one of the world's largest private real estate investment and development firms, Audacy, the US Audio Network, Garner Health, a data-driven health tech firm, and SurveyMonkey, the leading provider of survey and market research tools.

On capital allocation, during the quarter, we retired 35 million of senior notes for 31 million and repurchased 7.5 million of stock, with net leverage improving for the third consecutive quarter. The market is challenged, but the expansion and growth we see across our largest customers and the consumption growth we see across new surface areas gives us increased confidence in the durability of our data assets. What we are seeing from the early users of GTM1, and especially our field's excitement to bring it to market, gives us increased confidence in the opportunity in front of us. We fully expect to continue to deliver attractive free cashflow per share outcomes over time. I would lastly emphasize that we're running this company with a disciplined focus on long-term outcomes as we navigate near-term headwinds. That said, I believe we are approaching the trough of our growth headwinds, and I'm encouraged by the upside potential across several business drivers. that, I'll turn the call over to Graham. Thanks, Henry. Q3 GAAP revenue was $309 million, down 3% year over year, and above the high end of our guidance.

Adjusted operating income was $119 million, also above the high end of our guidance, and up 1% year over year, with a margin of 39%. In a seasonally slower cash conversion quarter, unlevered free cash flow was $87 million, with $21 million in interest paid in cash during the quarter. In addition to exceeding our guidance in Q3, we are also raising guidance for the full year. Upmarket ACV mix is now 77%, and upmarket ACV was flat year-over-year, down from 3% growth in the second quarter. Downmarket ACV declined 14% year-over-year in Q3. Operations ACV continued to grow double digits. Our sales resources are focused on the highest customer lifetime value up market relationships and Our shift upmarket over the last few years has resulted in a more resilient and healthier customer base.

In the down market, leading with a product-led growth motion is helping us execute with fewer sales and marketing resources compared to a year ago. The current environment has been consistent with prior quarters. The software vertical, which represents approximately 30% of our business, remains challenged. We are seeing longer sales cycles with larger buying groups requiring more buy-in for projects of all sizes, which is primarily impacting new business and upsells. While we are seeing encouraging consumption trends across our new surface areas, that consumption is often drawing down on pre-existing commitments, which may lead to a timing difference between credit consumption and financial results. ACV from customers with at least $100,000 in ACV increased 4% year-over-year, while logos in that cohort decreased 2% year-over-year. The quality of that cohort is improving as our largest customers increase their spend with us.

In Q3, we reached a record level of million-dollar customers and record ACV from that cohort. Net revenue retention was 88% in Q3, down from 89%. Gross retention improved sequentially in both the software and non-software verticals. The step-down in net retention is largely driven by fewer and smaller upsells, primarily in software. Year-to-date total restructuring charges for the program announced in May were $29 million, and we estimate total charges of approximately $33 million. In October, we entered into a memorandum of understanding to settle our 2024 securities litigation, Pending approval by the court, we expect a payment of $44 million, and we are entitled to recover $25 million related to legal and litigation defense costs, as well as the settlement liability under applicable insurance policies. Turning to cash, GAAP operating cash flow was $47 million in Q3.

Unlevered free cash flow for the quarter was $87 million, 73% conversion from adjusted operating income, and a margin of 28%. GAAP stock-based compensation expense was $31 million, or 10% of revenue. We continue to be mindful of the mix of cash compensation and equity, and we are leaning into more performance-based equity, ensuring at-risk compensation is tied to achieving financial objectives. In the quarter, we repurchased 2.5 million shares of stock at an average price of $2.94 per share, for a total of $7.5 million. We retired $35 million in aggregate principal of our senior notes for $31 million, which reduces future cash interest payments by more than $1 million per year. We expect to be investing across the capital structure when opportunities present themselves. Weighted average diluted shares outstanding for the quarter used in calculating non-GAAP diluted earnings per share was 317 million, and the non-GAAP share count exiting Q3 2026 was 319 million.

We ended the quarter with $142 million in cash, cash equivalents and investments, and we carried $1.2 billion in gross debt. Our total net leverage ratio is 2.2 times trailing 12 months adjusted EBITDA and 2.2 times trailing 12 months cash EBITDA, which is defined as consolidated EBITDA in our credit agreements, compared with 2.3 times as of Q2, the third consecutive quarter of improved leverage. The aggregate remaining balance of $557 million in senior notes mature in 2029, and the $578 million first lien term loan matures in 2030. The $100 million balance under the first lien revolver is due in 2028. We believe we have sufficient liquidity and cash generation, and we are comfortable with our current maturity profile. With respect to liabilities and future performance obligations, unearned revenue at the end of the quarter was $421 million and remaining performance obligations or RPO were $1.1 billion, of which $793 million are expected to be recognized in the next 12 months. Shifting to guidance, for the fourth quarter, we expect GAAP revenue in the range of $294 to $297 million, adjusted operating income in the range of $113 to $116 million, and non-GAAP net income in the range of $28.5 to $29.5 cents per share.

Our fourth quarter guidance assumes the environment remains consistent, that sales cycles do not shorten, and the pricing transition and GTM-1 rollout contribute no net benefit. Any improvement in those factors will be upside to the range. For the full year 2026, we are raising our guidance, and we now expect GAAP revenue in the range of $1.2235 to $1.2265 billion, representing a 2% year-over-year decline at the midpoint of guidance. adjusted operating income in the range of $452 to $455 million, representing a 37% margin at the midpoint of guidance, We expect non-GAAP net income in the range of $1.12 and a half to $1.13 and a half per share, based on 318 million weighted average diluted shares outstanding. and we expect unlevered free cash flow in the range of $405 to $425 million. Similar to last quarter, we have rolled the third quarter overperformance into the full year range and otherwise held our approach to guidance unchanged. Now, I will turn it over to the operator to open the call for questions.

Operator

Thank you very much. At this time we will conduct the question and answer session. As a reminder, to ask a question, you will need to press star 1 1 on your telephone and wait for the name to be announced. To withdraw your question, please press star 1 1 again. Please stand by while we compile the Q&A roster. Our first call comes from the line of Jaden Patel at JPMorgan. Jaden, your line is open.

質疑応答

Jaiden Patel

Hey, thanks for taking the question. Net retention slipped a point to 88% and upmarket ACV growth went from positive 3% to flat. Though you mentioned that the 1 million plus cohort is the strongest it's ever been. Can you talk a little bit about what's happening maybe in the middle of the upmarket base, maybe outside of the software vertical?.

Henry Schuck

follow up. Yes, the lower end of our upmarket business is we're seeing the kind of the greatest headwinds and that's showing up in incremental purchasing. So new business and upsell that upsell deficit is what is really driving the sequential decline in that overall retention number. The growth retention in the upmarket business is holding in very well in actually improving in software and continuing to hold in well across our non-software verticals.

Jaiden Patel

Got it. Okay. Thank you. And then, you know, SurveyMonkey was an interesting upmarket deal. Can you maybe talk a little bit about what drives customers like them to ZoomInfo versus potentially cheaper AI native competitors?.

Henry Schuck

I think it's largely high quality data, a broad set of data, and then more today than ever context around that data that agents can manage on top of. I think one of the things that we've been seeing in the competitive market is there are a bunch of low-end, vibe-coded applications that do a pretty poor job of putting data together and then they come and go. In the last couple of weeks, I've seen numerous of these companies actually just completely close their businesses. And so trust is very important in the upmarket, our ability to deliver high-quality data, data with the privacy, security, and compliance that comes along with that is really important to our upmarket customers. And where a downmarket customer might be wooed by a vibe-coded alternative, the upmarket is smarter about their buying decisions and the buying cycles there, and they value high quality, data that comes with privacy guarantees and compliance and security that is unmatched. Great. Thank you.

Operator

One moment for our next question. Our next question comes from the line of Brad Zelnick of Deutsche Bank. Brad, your line is open.

Brad Zelnick

Awesome. Thank you guys so much for taking the question. You talked about the new hybrid pricing and packaging strategy. Can you walk us through the details, what it hopes to capture, what the upside and downside is for different types of customers, and just all the thinking and mechanics behind it? And related to that, maybe for Graham, as we think about backlog, RPO, CRPO, look to have deteriorated. And I'm curious, but I see your guide for cash flow in the full year still looks pretty healthy. Am I correlating the wrong things? Is there maybe any relationship to the new pricing? We'd love to hear any additional clarity that you can provide there as well. Thank you.

Henry Schuck

guys? Yes, I can start on the pricing approach and the modeling on that. You know, I think the idea here was that flexibility became paramount as we started building this and testing it internally and certainly with customers. You know, our stated goal from a few quarters ago was to move away from a seat-based model that doesn't necessarily mean that we're moving to a full consumption model. And what we found is we've been able to design not just the product and go-to-market align, but the actual pricing, packaging, provisioning of it in a way that can be flexible and meet the appetite of a customer that wants more of a fixed investment, while also being able to be packaged in a way that meets the customer that prefers a more variable arrangement. So what that means is that we're able to offer kind of fixed arrangements on the data credit consumption side, and then really make sure that we are doing a thoughtful job of sizing up the AI credit consumption purchase in a way that gives the customer a level of comfort in that first year on the new product. The, you know, throughout this process, it really came down to simplicity for the customer and then reducing barriers to consumption once they get into the product. And then on the RPO billing bookings front, you know, I say that the billings growth is pretty consistent with the revenue results and was in line with our expectations.

The current bookings is impacted by a few things. If you recall last year in this quarter, we had an upside result the other way in current bookings. I think that was like plus 18. It's really a story this year of fewer superseding deals, which can accelerate some of that RPO and bookings into a given period. Fewer larger early renewals, which can do the same thing. And then a little bit of nuance around how current bookings roll off in the final year of a long-term contract. with the organic decline. I think that the current RPO decrease of 4% is probably more telling than the current bookings growth in the quarter.

Brad Zelnick

Thank you so much for taking my questions. One moment for our next question.

Operator

Our next question comes from the line of Alan Borofsky of U.S. Bancorp. Your line is open.

Allan M. Verkhovski

Awesome. Hey guys, thanks for taking the question here. It's encouraging to hear that gross retention improved sequentially Henry can you unpack? What gives you confidence that you're approaching the trough of growth headwinds you mentioned at the end of your prepared remarks?.

Henry Schuck

I think it was a couple of things. One, we have not gotten benefit from or are building in any benefit from our new GTM One platform, which is by all measures the best technology and product we've ever built at ZoomInfo. We expect to launch that later this quarter. Our entire sales team is on it, and we have a couple dozen customers who are on it today that are big fans of the product and recognize its ability to bring data and context together in a unique way for agents and humans to operate across. So we have a lot of confidence about that new product. And then the next thing is on consumption. We've been focused on driving consumption across our customer base.

We now have over 10,000 users who are using our 10,000 customers using our new surface areas and consuming data on surface areas that didn't exist a year ago and consuming our data and our context at significantly higher rates than they had been in the past on our legacy platforms. We think that's a trend that's going to continue. And then we're seeing a lot of customers come back to us from even just a year ago. In the first three quarters of the year, the number of customers who left and came back is up more than 10% year over year. And I think what's happening is they're getting burned by promises from other providers in the space and they're coming to us in and at higher rates than than we've seen in the past. That's all great to hear. And I guess just a quick.

Allan M. Verkhovski

follow up for you, Graham. Do you mind just sharing what your expectations are for upmarket ACV? in Q4 and maybe some of the assumptions behind that?.

Unknown Speaker

Yes, Q4 is our largest sales activity quarter. So naturally, there's a little bit more variability there. We continue to assume a range of outcomes across upmarket and downmarket, where the growth rate of each could stay the same or get worse in the guidance. But overall, it's a consistent approach to guidance. Got it. Thank you guys. Appreciate it. One moment for our next question.

Operator

Our next question comes from the line of Billy Fitzsimmons of Piper Sandler. Billy, your line is open.

William Fitzsimmons

Hey guys, thanks for taking the question here. I guess with I imagine it is still very early with this new hybrid pricing model, but maybe for you, Henry, any initial takes or customer anecdotes you can share on how kind of the first wave of customers are utilizing the product and the new pricing and packaging and kind of similar to maybe the last two questions isn't the core question maybe for you Graham on kind of monetization is how How do we start to think about those customers when they move from seats to a hybrid model ultimately paying the same on a per dollar basis after they make that transition. Any early reads from the initial customers you can share would be helpful. Thank you, guys.

Henry Schuck

Sure, I think that the product strategy and the pricing and packaging strategy really follow what we anticipated would happen to software generally, but our business specifically, which is a lot of customers want to build their own front end application layers. They large engineering teams and they want to build custom workflow for their internal teams. And that workflow requires data and context and data from us and context that we're able to deliver by marrying an entity matching their data. And so we're seeing customers show up and say, listen, I'm going to build all of the front end application layer myself. And so we're seeing customers who show up and say, I'm going to build all of the front-end application layer in Replit or Vercel or in Claude, but I need your data and I need way more of it than I've ever needed before, but I don't need the seats. And so we made the data and the context super modular. They can take it anywhere they want.

We've built native integrations into a number of these systems so they can get it in the systems that they're already operating in. And so what you'll see with those customers is kind of two things. One, we can shift the seats into a larger space larger bulk credit consumption package. And so they get significantly more data and they're able to use that data in any of their own internal applications. We see some customers renew flat there. We see some customers who renewed down a bit, but put us in a position to drive consumption with them again over time. And so I think that's the big thing that we're seeing and the reason why we've evolved the product strategy and the pricing and packaging strategy around that.

Our data is still incredibly valuable into go-to-market workflows, but a number of our customers have their own want to build their own front end application layers. And we're happy to be the key component into that.

Operator

thank you very much one moment for our next question our next question comes from the line of matthew bullock of bank of america Matt your line's open.

Jacob Gideon

Hi, this is Jacob Gideon on for Matt. Could you just maybe talk about what customers you're targeting for the selective rollout of the new model? Is it all or only new customers, or are you targeting existing customers for the new model? And then, I guess, related to that, what verticals, specifically maybe across the 10,000 that are hitting the new surface areas are really kind of the strongest with this kind of ramping consumption approach to using the data. Thanks.

Henry Schuck

Yes. On the first question, it's both. We spent the first month of the quarter with a small tiger team, both on existing business and for new business, taking the new platform and the new pricing and packaging out to our customer base. So it is both. When we think about it, it's both. about the rest of the quarter, we anticipate being more aggressive with the customers we put our new platform and new pricing and packaging in front of. I think the goal there is customers know ZoomInfo in one way, and they think of us as data, and particularly companies contact data. And we've spent the last two years really rebuilding our platform to be agent first. And we've built everything from the ground up, which allows us to iterate and innovate much faster than before. And so the thing that we hear most often when we show up to the customers is like, okay, wow, I didn't think of ZoomInfo this way. did all of these things.

I was looking at this other provider, but now I know that you guys can do this already, and I want to try that out with you." And so we're getting a lot of positive feedback in that direction, and we want to really press the gas on having this new platform in front of as many of our customers as possible. so we'll be pretty aggressive around the rollout, around the customers who are... consuming across our new surface areas. Actually, the industries are pretty diverse. So there isn't like one specific industry or type of company that's using it the most. What I would tell you is the highest consumption comes from go-to-market builders, those who are in sales ops, rev ops, marketing ops, go-to-market engineers, people on the business intelligence or engineering side of their companies are the largest consumers of our data through those new surface areas. got it thank you appreciate it.

Operator

Thank you. Our next question comes from the line of Jackson Ader of KeyBank Capital Markets. Jackson, your line is open.

Nathaniel Van Ruoss

Great. Hey guys, this is Nate Rose on for Jackson Adder. Thanks for taking our questions. So I know it's a new product, but how should we think about the commercialization of agent teams since it doesn't require a separate SKU and it's embedded inside a studio? And then what are the adoption proof points we should be looking at going forward?.

Henry Schuck

The agent teams will monetize through both AI credits and data credits. And so the same sort of pricing and packaging where a customer buys consumption credits, both AI and data credits will run through agent teams. And so those end up being the metrics consumption across both of those vectors. Those end up being the metrics.

Nathaniel Van Ruoss

Okay, yes, super helpful. And then I'm curious about AI agents accessing Zoom info data. Are you guys seeing a ramp of this activity? Yes. Could this possibly create an inflection for the consumption element as part of the hybrid model?.

Henry Schuck

And I think that is what we're seeing in the doubling of consumption quarter over quarter on those new surface areas. And particularly across the customers who are using the most credits, what they're building are agents that go out and find net new buyers and build into a key go-to-market workflow on a repeatable basis. And so like if today you built a Grok bot, you could plug ZoomInfo into the Grok bot and it'll search across ZoomInfo data and bring your context and your data together within the Grok bot. Or the same thing applies to... a Vercel application you build, a Replit application you build, a workflow that you build in N8n or Zapier where we've built native integrations. And so in all of those places where ZoomInfo data now exists natively through our MCP and our APIs, when you build an ongoing workflow that an agent runs for you, it pulls ZoomInfo data on a regular basis or in a dynamic way.

Operator

Thanks, guys. Thank you very much. Our next call comes from the line of Patrick Walravens of Citizens. Patrick, your line is open.

Patrick Walravens

Oh, great. This is Kincaid on for Pat. Thanks for taking the question. Graham, could you just walk us again through the components of the debt when it matures, if the part that matures in 2028 must be addressed in 2027 and what the overall plan is to reduce debt load?.

Unknown Speaker

Sure. We've got our senior notes that mature in February, 2029. got our first lien term loan that matures in February 2030. And then we have a revolver where we've drawn 100 million and that matures in February 2028. On the senior notes, there's about 557 million outstanding and on the first lien, 578 million million dollars outstanding. We continue to generate significant cash flow and are really comfortable with the ability to continue to do that and to deploy that capital in attractive ways ahead of those maturities. All right. Thank you so much. Thank you.

Operator

This concludes our question and answer session. Thank you for participating in today's conference. This does conclude the program, and you may now disconnect.

This live transcript is auto-generated without human intervention or review.

[Call has ended.]

This live transcript is auto-generated without human intervention or review.

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