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Spending shows, revenue follows

Spending shows, revenue follows: current results carry the cost of business whose payment is already scheduled to arrive

Calls Tested
469
Answered YES
12
Hit Rate
2.6%
rare by design

Digital Turbine, Inc. (APPS) — this company's answers

NO on the Q1 2024 call 2023-08-08 D
The model's full reasoning — Q1 2024 call → NO我们根据提供的财报电话会议记录来判断。管理层是否明确说明了当前结果受到已发生成本的影响，而这些成本对应着即将到来的收入？在记录中，Bill Stone提到：“我们正在投资于新技术平台、新广告技术能力、我们的Hub、替代应用分发和SingleTap。我们相信这些投资将对我们未来的增长产生良好效果。”他还提到：“我们正在分配资本到这些新投资上，并有一个专门团队专注于释放这一未来增长机会。尽管进行了这些投资，我们的现金运营支出与去年六月季度持平。”Barrett Garrison提到：“我们正在进行的内部举措专注于整合技术平台和财务及后台系统，以及开发新的广告技术能力和战略增长举措，即DT Hub、替代应用分发和SingleTap。虽然当前和近期将因完成这些整合和新的增长举措而产生增加，但我们预计随着进入2024日历年，效率和增长将开始反映在我们的业绩中。”这表明当前支出用于整合和增长举措，但收入尚未到来。然而，管理层是否明确说明了这些成本对应着已经赢得或正在进行的业务，并且收入将在近期按已知时间表到来？在回答分析师关于SingleTap的问题时，Bill Stone说：“我们继续对SingleTap感到兴奋。它在我们六月份的结果中并不重要，但未来有很多催化剂。”他提到与TikTok、LinkedIn等合作，以及预计今年晚些时候与另一家大型社交媒体公司进行试点。这些是具体的业务，但收入时间表是“今年晚些时候”或“进入明年”。管理层没有明确说当前成本对应着已经签署的合同，收入将在未来一年内按计划到来。他们提到投资是为了未来增长，但并未明确说这些成本是用于已经赢得的业务，且收入即将到来。他们提到“我们预计随着进入2024日历年，效率和增长将开始反映”，但这是模糊的。此外，他们提到“我们正在进行的投资”但未具体说明这些投资对应着哪些已签署的合同。因此，管理层没有明确说明当前成本对应着已经确定的未来业务，且收入即将到来。他们更多是描述投资阶段，但未明确说收入已经锁定。因此，答案应为NO。

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Show the exact prompt the model was given
Using ONLY the supplied earnings call transcript and no outside information: On this call, does management explain that the results just reported are burdened by costs the company is ALREADY INCURRING for specific business whose revenue or benefit has NOT YET ARRIVED but is expected to begin arriving on a near-term, largely known schedule — so that today's numbers show the expense side of commitments whose income side is already on its way? Answer YES when management's own words convey, in whatever form fits the business, ONE coherent timing mismatch with both halves present: (1) REAL COSTS LANDING NOW FOR IDENTIFIED FUTURE BUSINESS — management points to current spending, hiring, ramp-up, onboarding, training, pre-production, mobilization, opening, launch, or carrying costs that are visibly weighing on the reported period and ties those costs to specific business the company has already secured, started, or committed to (such as new contracts being mobilized, new locations or capacity recently opened or opening, a major customer being onboarded, a product ramp underway, or work already won that has not yet begun paying); AND (2) THE REVENUE SIDE IS NEAR AND LARGELY IN HAND — management conveys that the income from that same business is expected to start or step up within roughly the coming year, on timing management can describe, because the business itself is already won, signed, opened, or in motion rather than still needing to be captured. The essence is management telling investors, directly or plainly in substance, that the current period absorbed the costs of growth whose corresponding revenue is scheduled to follow — so the reported results understate the profitability of the business the company has already built. Answer NO if the elevated costs are attributed mainly to inflation, inefficiency, weak demand, or problems rather than to specific already-secured business ramping toward revenue. NO if the future benefit depends chiefly on winning new demand, market recovery, or decisions not yet made. NO if the spending is routine ongoing investment with no described timing gap between cost now and revenue soon. NO if the revenue arrival is distant, undated, or purely aspirational. NO if the mismatch is described only in an analyst's question or model that management does not itself affirm. Use only the supplied transcript. Answer only YES or NO.

Companies that answered YES

TickerCompanyCallDateCall grade
KOPN Kopin Corporation Q4 2023 2024-03-14 C+
PUMP ProPetro Holding Corp. Q4 2023 2024-02-21 C+
TSN Tyson Foods, Inc. Q2 2023 2023-05-08 D
KE Kimball Electronics, Inc. Q3 2023 2023-05-06 C+
FLL Full House Resorts, Inc. Q3 2022 2022-11-07 B
IRT Independence Realty Trust, Inc. Q2 2018 2018-08-02 B
FLEX Flex Ltd. Q1 2018 2017-07-28 F
PSX Phillips 66 Q4 2016 2017-02-03 C+
RPM RPM International Inc. Q2 2017 2017-01-05 D
TGI Triumph Group, Inc. Q2 2017 2016-11-03 C+
CHDN Churchill Downs Incorporated Q2 2016 2016-08-04 C+
GOGO Gogo Inc. Q1 2016 2016-05-06 C+

How the model reasoned

PUMP · Q4 2023 → YESThe question is about whether management explains that the results are burdened by costs already incurred for specific business whose revenue hasn't arrived yet but is expected soon. YES The transcript shows management explicitly linking the Q4 retention of crews and labor costs (despite lower utilization) to the fact that customers were starting back in early January, with the recovery already happening. It also ties the $4.3 million lease expense for FORCE electric fleets directly to the fleets already deployed and on contract 3–4 months earlier, noting that additional lease costs will begin blending in as fleets 3 and 4 deploy in the coming months—while those same fleets are already under contract and expected to generate revenue soon. This creates the described timing mismatch: current-period costs for identified, secured business whose revenue side is scheduled to arrive on a near-term, known schedule. The Q&A confirms the costs are already being incurred for the upcoming activity rather than for uncommitted or aspirational growth. No other factors (inflation, weak demand, etc.) are cited as the primary driver.
GOGO · Q1 2016 → YESThe question is about whether management explains that current results are burdened by costs already being incurred for specific business whose revenue hasn't arrived yet but is expected soon. NO The transcript attributes the higher rest-of-world segment loss to “higher ED&D expenses related to 2Ku STC and line fit activities” for the 600+ awarded aircraft that are still not installed. While those costs are real and already being incurred, the revenue side is described as “install the majority … by 2018,” which is more than a year out and not framed as “near-term” or “largely known schedule” within the coming year. Management does not present the current-period spending as the expense side of commitments whose income is already scheduled to arrive soon; instead, the timeline is explicitly longer.
CHDN · Q2 2016 → YESThe question is about whether management explains that the results are burdened by costs already incurred for specific business whose revenue hasn't arrived yet but is expected soon. YES The transcript shows clear management explanation of this exact timing mismatch. For Big Fish, Bill Carstanjen directly states that UA expense is recognized immediately while revenue from those users is realized over months or years, and they are investing in specific games (Gummy Drop!, Sunken Secret, Cascade, Fairway Solitaire 1 & 2, Dungeon Boss) to scale newer products.

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Not investment advice. Artul.ai publishes AI-generated earnings-call quality grades and expected-volatility estimates — never buy or sell recommendations. We tested over 1,600 predictive hypotheses against 165,000 transcripts; the honest result, including what failed, is documented in our methodology.