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Customers eating the friction

Customers eating the friction: buyers are visibly absorbing cost, delay, or inconvenience to keep this specific company

Calls Tested
990
Answered YES
23
Hit Rate
2.3%
rare by design

IAC/InterActiveCorp's (IAC) — this company's answers

NO on the Q1 2017 call 2017-05-04 F
The model's full reasoning — Q1 2017 call → NO我们根据要求,只使用提供的电话会议记录。问题问的是管理层是否描述了客户目前正在忍受实际成本、延迟或不便,以继续与该公司做生意,并且这种客户行为是当前实际发生的。 在记录中,管理层讨论了HomeAdvisor和Angie's List的合并,提到了“未使用的资本”或“未使用的需求”概念。具体来说,Joey Levin在回答关于200百万未使用资本的问题时说:“这是我们已经关注了很久的事情。现在当我们谈论它时,因为你在同一时间增加供应和需求。所以你总是受到其中一个或另一个的限制。然后它可以来回摆动。但还没有一个时刻,例如,你有需求的巨大飞跃,而交易使需求巨大飞跃,而新闻不断发挥作用。资本服务船只的概念,我愿意做……我愿意每月购买300美元的管道线索,而可能只有200美元的那些线索,所以100美元未花费。现在这个数字永远不会归零,因为例如,我经常使用这个例子,一个扫雪公司可能在夏季有大量资本,但夏季我们不会找到很多扫雪公司的需求。但是当我们查看地图时,有很多需求我们认为可以满足……当我们查看供应和需求时,我认为有很多我们认为无法满足的需求来自那里。” 这里描述的是:服务提供商(如管道工)愿意每月花费300美元购买线索,但平台只能提供200美元的线索,所以有100美元未花费。这是供应不足,但客户(服务提供商)愿意花钱但得不到足够的线索。这算不算客户在忍受摩擦?客户想要更多,但平台无法提供,客户没有离开,而是继续使用,但这是需求超过供应的情况。但这是平台无法满足需求,而不是客户在忍受成本或延迟。客户是愿意花钱但得不到,这更像是平台在配给供应,但客户没有离开。然而,问题问的是“客户目前正在忍受实际成本、延迟或不便”,这里客户是服务提供商,他们想要购买线索但得不到足够的,这算是一种不便吗?他们可能不得不寻找其他渠道,但管理层没有说他们是否离开。管理层说“未使用的资本”意味着他们愿意花更多钱但平台没有足够的线索,这暗示客户没有离开,但也没有描述他们忍受了什么具体摩擦。此外,这更像是平台供应不足,而不是客户在忍受。 另一个可能的部分是关于Angie's List的整合风险,但那是关于未来的。 在视频部分,管理层说他们推迟了视频频道发布到2018年,但那是关于公司自己的计划,不是客户行为。 在问答中,有关于客户转换的问题,但管理层没有具体描述客户忍受摩擦。 在关于HomeAdvisor和Angie's List的讨论中,管理层提到“我们估计你的基础是3到4%”,但那是关于回报率。 整体上,管理层没有明确描述客户正在忍受实际成本、延迟或不便。他们提到了未使用的资本,但那是服务提供商愿意花钱但平台无法提供足够线索,这更像是平台供应不足,而不是客户在忍受摩擦。客户没有离开,但管理层没有说他们是否在忍受什么。此外,这可能是行业性的,但管理层没有说客户没有替代选择。 因此,答案应该是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 describe that the company's customers are CURRENTLY PUTTING UP WITH REAL COST, DELAY, OR INCONVENIENCE in order to keep doing business with THIS company specifically — that is, buyers are visibly absorbing friction rather than defecting, substituting, or walking away — and does management present this observed customer behavior as something actually happening now in the business? Answer YES when management's own words convey, in whatever form fits the industry, ONE coherent phenomenon: the customers' own actions — not management's assertions about loyalty — demonstrate that they consider this company's offering worth enduring friction for. Any genuine expression of this counts, and the form varies widely. For example — customers waiting through extended lead times, delivery delays, or waitlists without cancelling; customers accepting allocations, partial shipments, or rationed access and coming back for more; customers absorbing price increases, surcharges, or less favorable terms while continuing to order; customers keeping orders in place through the company's own stumble, transition, disruption, or capacity shortfall; customers taking on extra work, cost, or process on their side (qualifying a new version, adapting their own operations, traveling further, paying deposits, committing earlier) to secure or retain access to what the company provides; customers declining available alternatives or refusing substitutes even when the company cannot fully serve them; or management noting that despite the friction customers are experiencing, cancellations, defections, or churn have not materialized. Two things must come through in management's own voice. First, the friction must be REAL AND PRESENT — customers are actually experiencing some concrete cost, wait, or inconvenience now, described specifically enough that one can see what the customers are tolerating. Second, the evidence must be BEHAVIORAL AND CURRENT — management points to what customers are actually doing in the recent period (orders held, reorders placed, terms accepted, waits endured, alternatives declined) rather than merely asserting that customers are loyal, that the product is sticky or mission-critical, or that relationships are strong. Answer NO if management merely claims loyalty, stickiness, high retention, or strong relationships without describing any friction customers are currently absorbing. NO if customers are described as defecting, cancelling, trading down, or pushing back in response to the friction. NO if the tolerance is attributed by management chiefly to an industry-wide shortage in which customers have no alternative anywhere and are enduring the same friction with every supplier. NO if the friction is hypothetical, past and resolved, or merely feared for the future. NO if the only evidence is one isolated customer anecdote with no sense of a broader pattern. NO if the behavior appears only in an analyst's question or characterization that management does not itself affirm. Use only the supplied transcript. Answer only YES or NO.

Companies that answered YES

TickerCompanyCallDateCall grade
PFIE Profire Energy, Inc. Q1 2023 2023-05-13 B
A Agilent Technologies, Inc. Q4 2022 2022-11-21 B+
PLOW Douglas Dynamics, Inc. Q3 2022 2022-11-01 B+
CRL Charles River Laboratories International Q2 2022 2022-08-03 C
ZBRA Zebra Technologies Corporation Q2 2022 2022-08-02 C+
ZVIA Zevia PBC Q1 2022 2022-05-12 B
CLAR Clarus Corporation Q1 2022 2022-05-09 B
RYAM Rayonier Advanced Materials Inc. Q1 2022 2022-05-04 D
NGVT Ingevity Corporation Q4 2021 2022-02-25 B
FLUX Flux Power Holdings, Inc. Q2 2022 2022-02-10 D
GFS GLOBALFOUNDRIES Inc. Q3 2021 2021-11-30 A
CROX Crocs, Inc. Q3 2021 2021-10-21 B+
DOV Dover Corporation Q2 2021 2021-07-20 B+
IRT Independence Realty Trust, Inc. Q2 2018 2018-08-02 B
FSS Federal Signal Corporation Q1 2018 2018-05-12 A
JAZZ Jazz Pharmaceuticals plc Q1 2018 2018-05-08 B
SHEN Shenandoah Telecommunications Company Q1 2018 2018-05-03 C+
BPMC Blueprint Medicines Corporation Q1 2018 2018-05-02 C+
RACE Ferrari N.V. Q3 2017 2017-11-02 C+
LIND Lindblad Expeditions Holdings, Inc. Q2 2017 2017-08-06 C
THG The Hanover Insurance Group, Inc. Q2 2017 2017-08-06 B
ARKR Ark Restaurants Corp. Q1 2016 2016-05-13 B
LBTYK Liberty Global's Q1 2016 2016-05-10 C+

How the model reasoned

NGVT · Q4 2021 → YESThe question is: Does management describe that the company's customers are CURRENTLY PUTTING UP WITH REAL COST, DELAY, OR INCONVENIENCE in order to keep doing business with THIS company specifically —...YES Management describes customers absorbing real friction—price increases averaging over 20% in Performance Chemicals, freight and energy costs up sharply, and supply-chain constraints—while continuing to order and accept terms. They explicitly tie share gains in adhesives to customers enduring the dynamic, stressed environment and choosing Ingevity when others could not deliver, and they note customers are already seeing the benefit of those price increases flowing through in 2022. This is presented as current behavior, not hypothetical or industry-wide only. The answer is therefore YES. No, the tolerance is not chiefly attributed to an industry-wide shortage; the transcript shows customers actively accepting the friction with Ingevity specifically. No, there is no isolated anecdote or future fear; the evidence is behavioral and current. No, customers are not described as defecting or cancelling. No, the friction is not merely feared for the future.
GFS · Q3 2021 → YESThe question is: Does management describe that the company's customers are CURRENTLY PUTTING UP WITH REAL COST, DELAY, OR INCONVENIENCE in order to keep doing business with THIS company specifically —...YES Management describes customers enduring real, current friction—capacity shortages, allocations, and extended lead times for 2022 supply—while still committing to long-term agreements, prepayments, and access fees to secure GF’s capacity. They explicitly note customers accepting rationed access and continuing to order rather than defecting, framing 2022 demand as robust and GF-specific through single-source wins and differentiated platforms. This behavioral evidence (prepayments, LTAs, and continued ordering) is presented as occurring now, not merely asserted as loyalty or industry-wide necessity. The transcript shows customers visibly absorbing these costs to retain access to GF’s offerings.
FLUX · Q2 2022 → YESThe question is: Does management describe that the company's customers are CURRENTLY PUTTING UP WITH REAL COST, DELAY, OR INCONVENIENCE in order to keep doing business with THIS company specifically —...YES Management describes customers enduring real, current friction—production and shipping delays from supply chain disruptions—while continuing to place orders, maintain long-term relationships, and keep orders in place without cancellations or defections. They explicitly note that despite these delays, they did not lose customers or orders, and they are securing inventory specifically to protect customer orders and relationships. The backlog is growing to a record $31.4 million, with new orders of $19.8 million received, and customers are waiting for batteries due to production constraints.

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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.