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Running hot in customers' hands

Running hot in customers' hands: existing deployments are being used harder than they were sized for

Calls Tested
496
Answered YES
16
Hit Rate
3.2%
rare by design

Liberty Global's (LBTYK) — this company's answers

NO on the Q1 2016 call 2016-05-10 C+
The model's full reasoning — Q1 2016 call → NO我们根据提供的财报电话会议记录,判断管理层是否描述了现有客户对产品、服务、容量或产品的使用强度高于最初预期,且这种更高强度使用是当前实际观察到的现象。 在记录中,管理层提到了“Replay TV”的使用情况:“We are seeing over 60% usage of Replay TV at home or on the mobile in the four markets where we've made it available.” 这表示在已推出该功能的四个市场中,超过60%的用户使用了Replay TV,这可以视为现有客户对产品的使用强度较高。但这是否是“高于最初预期”或“比预期更密集”呢?管理层没有明确说这是超出预期的,只是陈述了使用率。另外,关于Wi-Fi路由器“connect box”,管理层说“The customer response has been positive. This is a big issue, when you've driven average customer speeds to 100 megabits per second and you don't control the in-home Wi-Fi router, customers complain. So we're already expect -- we're already seeing reduced call volumes CapEx savings from lower maintenance and truck rolls.” 这里提到客户对Wi-Fi路由器的积极反应,但并未明确说使用强度高于预期。 关于新构建项目,管理层提到“Project Lightning results at Virgin, are very encouraging”以及“penetrations at the end of Q1 for premises that release to three, six and nine months ago are exactly where we thought they would be or in fact, ahead of plan in many cases.” 这是关于新客户渗透率,而非现有客户使用强度。 关于移动业务,管理层提到“we had 100,000 postpaid mobile subs organically in Q1, and we saw especially high take up among our most important set of customers -- that's our triple play subs.” 这是关于新客户获取,而非现有客户使用强度。 关于B2B,管理层提到“B2B, which grew revenue 10% in the first quarter”和“SOHO segment which grew over 25% year-over-year”,但这是收入增长,可能来自新客户或现有客户增加使用,但未明确说明是现有客户使用强度增加。 关于“Liberty Go”计划,管理层提到“we're starting to digitize much of what we do, self-help or online tools we're launching a company-wide service apps”等,但这是关于效率提升,而非客户使用强度。 在回答中,管理层没有明确描述现有客户使用产品比预期更密集的现象。他们提到了Replay TV的使用率,但未说这是超出预期的。他们提到了Wi-Fi路由器的积极反应,但未说使用强度增加。他们提到了新构建项目的渗透率,但那是新客户。 因此,没有明确证据表明管理层描述了现有客户使用强度高于预期。所以答案应为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 describe that the company's product, service, capacity, or offering — as ALREADY deployed, installed, adopted, or in use with its EXISTING customers — is being USED, CONSUMED, RUN, OR DRAWN ON MORE INTENSIVELY than those relationships were originally sized, scoped, or expected to require, with this heavier usage described as actually observable in the current business? Answer YES when management's own words convey, in whatever form fits the industry, ONE coherent phenomenon: the intensity of real-world usage inside relationships the company has already won is climbing on its own, ahead of what the company or the customer originally planned for. Any genuine expression of this counts — for example: customers consuming, processing, transacting, or ordering through the company's product or platform at rates above what their arrangement anticipated; installed equipment, systems, or capacity being run harder, longer, or at higher utilization than customers initially operated it; usage, volumes, or activity per existing account growing noticeably faster than the count of accounts; customers exhausting, outgrowing, or burning through what they bought sooner than expected and coming back earlier or bigger as a result; consumption-based or usage-based activity from the existing base running ahead of the levels those customers committed to; or management observing that the base it already serves keeps needing more of the product per customer than it used to. What matters is that the pressure originates in OBSERVED USAGE BEHAVIOR of customers the company already has — the existing base is running hot — and that management presents this as a current, real pattern in the business (grounded in what accounts are actually doing now) with the resulting additional business still mostly ahead rather than fully reflected in the reported results. Answer NO if growth is described mainly as winning new customers, new markets, or new logos rather than heavier use within existing relationships. NO if management describes only ordinary same-customer growth, routine reorders at the usual pace, or price increases on unchanged usage. NO if the heavier usage is only hoped for, projected, or expected from a future rollout rather than already being observed. NO if the intensity is attributed chiefly to a one-time spike, seasonal peak, stockpiling, pull-forward, or temporary condition management expects to unwind. NO if usage or utilization is described as flat, declining, or normalizing downward. NO if the only evidence is a single account anecdote with no sense of a broader pattern. NO if the idea appears 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
APYX Apyx Medical Corporation Q4 2023 2024-03-21 C
HP Helmerich & Payne, Inc. Q1 2024 2024-01-30 C
SCPH scPharmaceuticals Inc. Q3 2023 2023-11-08 B
DASH DoorDash, Inc. Q3 2023 2023-11-01 C+
ADPT Adaptive Biotechnologies Corporation Q4 2022 2023-02-14 C+
UPWK Upwork Inc. Q2 2022 2022-07-27 C+
FLYW Flywire Corporation Q1 2022 2022-05-14 B+
SOPH SOPHiA GENETICS SA Q4 2021 2022-03-15 C
RELY Remitly Global, Inc. Q4 2021 2022-03-02 B
ASAN Asana, Inc. Q2 2022 2021-09-01 B+
TJX The TJX Companies, Inc. Q2 2021 2021-08-18 C
WES Western Midstream Partners, LP Q3 2018 2018-10-31 D
HOLX Hologic, Inc. Q4 2017 2017-11-08 D
BCE BCE Inc. Q2 2017 2017-08-05 B+
CCOI Cogent Communications Holdings, Inc. Q2 2017 2017-08-03 B
GEO The GEO Group, Inc. Q2 2016 2016-08-02 B+

How the model reasoned

TJX · Q2 2021 → YESThe question is about whether management describes that the company's product, service, capacity, or offering — already deployed with existing customers — is being used more intensively than originall...
WES · Q3 2018 → YESThe question is about whether management describes that the company's product, service, capacity, or offering — already deployed with existing customers — is being used more intensively than originall...
BCE · Q2 2017 → YESThe question is about whether management describes that the company's product, service, capacity, or offering — already deployed with existing customers — is being used more intensively than originall...

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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.