Question Bank › Small company, disproportionate current wins

Small company, disproportionate current wins

Small company, disproportionate current wins: the period's actual events are big relative to the enterprise

Calls Tested
499
Answered YES
12
Hit Rate
2.4%
rare by design

Fathom Holdings, Inc. (FTHM) — this company's answers

NO on the Q1 2023 call 2023-05-10 C
The model's full reasoning — Q1 2023 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相对于公司当前规模而言的大型具体业务事件,且这些事件仅部分反映在报告结果中,大部分影响尚未显现。 分析记录内容: - 管理层提到第一季度交易量下降15.4%,但优于市场25%的降幅,并强调市场份额增长。 - 提到代理网络增长18%至10,628名代理,并称这是“显著超过所有公开同行”。 - 提到成本削减措施和代理费增加,预计Q2实现EBITDA盈亏平衡,Q3实现现金流盈利。 - 提到辅助业务(保险、产权、抵押贷款)的进展,如DIA收入增长7.5%,EBITDA增长265%。 - 提到LiveBy技术平台覆盖超过235个MLS和40万代理。 - 提到“免费终身”代理推荐计划,3月创下历史最高推荐率。 这些事件是否属于“大型且相对于公司规模不成比例”的?管理层没有明确将这些事件描述为“最大的”或“最重要的”,也没有说这些事件只部分反映在结果中,大部分影响还在后面。相反,管理层强调成本削减和费用增加已经带来改善,并给出Q2指引。虽然提到增长,但属于常规业务节奏。没有提到具体的大合同、大客户或需要公司扩张才能处理的事件。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 describe SPECIFIC BUSINESS EVENTS THAT ACTUALLY OCCURRED IN OR AROUND THE RECENT PERIOD — such as contracts or orders won, customers or programs signed, volumes shipped, facilities or offerings gone live, or commitments received — that are LARGE RELATIVE TO THE COMPANY'S OWN CURRENT SIZE, with management itself conveying the disproportion (for example by calling them the largest or most significant of their kind for this company, comparing them to the scale of the existing business, or describing how the company must now stretch, expand, or reorganize to handle them), AND does management indicate that these events have contributed only partially to the reported results, with most of their effect still ahead? Answer YES when management's own words convey this ONE phenomenon, in whatever form fits the industry: real, already-occurred events out of proportion to a still-small enterprise, narrated by operators now working to absorb them, so the reported numbers describe the company before the events land. One dominant event or several together both count, so long as the disproportion is management's own framing grounded in the specific events rather than in market-size claims. Answer NO if the events described are the company's ordinary rhythm of wins at its usual scale. NO if the 'big' items are pipeline, bids, negotiations, letters of intent, market opportunity, or anything contingent on approvals, financing, or decisions not yet made. NO if the events are already substantially delivered and reflected in the reported results. NO if the company is large or diversified enough that the events would not visibly change its scale. NO if management attributes the events chiefly to one-time conditions it expects to reverse. NO if the disproportion 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
KOPN Kopin Corporation Q4 2023 2024-03-14 C+
NBTX Nanobiotix S.A. Q2 2023 2023-09-27 D
GVP GSE Systems, Inc. Q1 2023 2023-05-15 D
EVGO EVgo, Inc. Q2 2022 2022-08-09 C+
SYM Symbotic Inc. Q3 2022 2022-08-01 B+
VNRX VolitionRx Limited Q1 2022 2022-05-12 F
FAT FAT Brands Inc. Q4 2021 2022-03-21 F
FLUX Flux Power Holdings, Inc. Q2 2022 2022-02-10 D
BFI BurgerFi International, Inc. Q3 2021 2021-11-12 C
LIND Lindblad Expeditions Holdings, Inc. Q2 2017 2017-08-06 C
ARAY Accuray Incorporated Q4 2016 2016-08-17 B
GOGO Gogo Inc. Q1 2016 2016-05-06 C+

How the model reasoned

LIND · Q2 2017 → YESThe question is about whether management describes specific business events that actually occurred recently, that are large relative to the company's size, with most of their effect still ahead. YES The transcript shows management describing the recent launch of the National Geographic Quest (first guests July 29, just after quarter-end) as a major milestone: "the next leg of that growth strategy is now firmly underway," "the most advanced passenger ship built in the U.S. in decades," and "we are now on the precipice of delivering on the investment thesis from 2015.
GVP · Q1 2023 → YESThe question is about whether management describes specific business events that actually occurred, large relative to the company's size, with most effect still ahead. YES The transcript shows management describing specific, already-awarded contracts and orders ($19.1 million in new awards, including a $28 million five-year renewal with U.S. government labs) that are framed as the highest in nearly three years and the highest backlog in over a year.
GOGO · Q1 2016 → YESThe question is about whether management describes specific business events that actually occurred, large relative to the company's size, with most effect still ahead. YES The transcript shows management describing the 2Ku awards exceeding 1000 aircraft as a major milestone that has taken flight, with the company now needing to accelerate deployment, increase production rates, and potentially secure additional capital to absorb the scale.

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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.