Question Bank › The leak is fixed: the company is keeping what i

The leak is fixed: the company is keeping what it used to lose

Calls Tested
463
Answered YES
5
Hit Rate
1.1%
rare by design

Zenvia Inc. (ZENV) — this company's answers

NO on the Q4 2021 call 2022-03-17 C+
The model's full reasoning — Q4 2021 call → NO我们根据指令,需要判断管理层是否传达了公司最近且实质性地减少了流失(客户、收入、产品或人员)。在通话中,管理层提到了净收入留存率(net revenue retention rate)为122%,比去年上升了约8个百分点。这表示客户留存和收入扩展有所改善。但这是否是“减少流失”呢?净收入留存率包括现有客户的扩展和流失,但122%意味着现有客户收入增长了22%,这通常意味着客户留存良好且扩展。但管理层没有明确说流失率下降,而是说净收入留存率上升。这可以视为客户留存改善,但需要看是否描述为“改变”和“原因”。管理层提到“solid client retention”和“net revenue retention rate ended the year at 122% up almost eight percentage point from last year.” 这确实是一个改善,但原因是什么?管理层没有明确说是因为做了什么改变,而是可能因为产品改进、客户体验等。但指令要求“recently and materially reduced the rate at which it loses what it already has”,即流失率下降。净收入留存率上升可能意味着流失减少,但更可能是扩展增加。另外,管理层提到“client base went up 25% to almost 12,000 customers”,这是新客户增长。没有明确说流失率下降。在问答中,有分析师问竞争和流失,但管理层没有直接说流失率下降。因此,我认为没有明确传达“减少流失”这一具体变化。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 convey that the company has RECENTLY AND MATERIALLY REDUCED THE RATE AT WHICH IT LOSES WHAT IT ALREADY HAS — that is, an outflow of customers, revenue, product, or people that the company historically experienced has narrowed in a way management treats as a real and durable change in the business, grounded in something the company did or fixed? Answer YES when management's own words convey, in whatever form fits the business, ONE coherent development: the company is now keeping customers, revenue, product, or people that it used to lose, and this is already observable in the current business. The outflow may take whatever form fits the industry, and any genuine expression of this counts — for example: customers cancelling, not renewing, or drifting away at materially lower rates than before; renewal, retention, repeat, or reorder behavior stepping up beyond the company's own historical norm; revenue or contracts that used to roll off now continuing; products being returned, failing, or generating claims or rework at materially lower rates; patients, subscribers, or members staying on longer than they used to; tenants, distributors, or partners defecting less; employees or key people quitting at markedly lower rates. Management should present the improvement as (a) a CHANGE from the company's own past experience — not merely a standing feature of the business, and not merely better than competitors or better than feared — and (b) something with a reason behind it that management believes will hold — such as a product, quality, reliability, service, or fit problem that was fixed, a change in who the company serves or how it serves them, or a structural feature now binding customers more tightly — rather than as a lucky quarter. Answer NO if the company simply reports strong retention, loyalty, low churn, or low returns as an ongoing feature of the business with no described improvement versus its own past. NO if the improvement is attributed mainly to a price increase masking losses, a shift in customer or business mix, a one-time event, or normal seasonality. NO if the reduced outflow is only hoped for, targeted, or expected in future periods rather than already observed. NO if the only improvement described is in winning NEW business, with nothing about losing less of what the company already has. NO if the idea appears only in an analyst's question that management does not itself affirm. Use only the supplied transcript. Answer only YES or NO.

Companies that answered YES

TickerCompanyCallDateCall grade
LRN Stride, Inc. Q1 2019 2018-10-23 B
MKC McCormick & Company, Incorporated Q2 2018 2018-06-28 C+
BCOV Brightcove Inc. Q1 2018 2018-04-26 B+
TOUR Tuniu Corporation Q4 2017 2018-03-14 D
BCH Banco de Chile Q3 2016 2016-10-30 B+

How the model reasoned

MKC · Q2 2018 → YESThe question is: Does management convey that the company has RECENTLY AND MATERIALLY REDUCED THE RATE AT WHICH IT LOSES WHAT IT ALREADY HAS — like customers, revenue, product, or people? **YES** Management explicitly describes stabilizing French's mustard distribution points after years of decline, framing it as a reversal of inherited losses through category management efforts (removing duplicative secondary brands, expanding French's share).
BCOV · Q1 2018 → YESThe question is: Does management convey that the company has RECENTLY AND MATERIALLY REDUCED THE RATE AT WHICH IT LOSES WHAT IT ALREADY HAS — like customers, revenue, etc., a real and durable change. ...YES The transcript shows management explicitly linking the 103% recurring dollar retention rate (a multi-year high) to the completion of the commodity pricing reset in the media business.
LRN · Q1 2019 → YESThe question is: Does management convey that the company has RECENTLY AND MATERIALLY REDUCED THE RATE AT WHICH IT LOSES WHAT IT ALREADY HAS — like reduced churn or improved retention that's a real cha...

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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.