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Ground-level proof points accumulating

Ground-level proof points accumulating: management narrates several small, named, recent wins and treats them as the lea

Calls Tested
322
Answered YES
8
Hit Rate
2.5%
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来判断。问题要求:管理层的叙述是否基于几个小的、具体的、基层的胜利,并且管理层明确将这些累积的插曲视为更广泛改善的前沿,且这种改善仍处于早期阶段。 检查记录内容: - 管理层提到了多个具体事件:例如,在几个市场(迈阿密、拉斯维加斯、湾区、波士顿)实现了同比增长;3月份通过代理推荐实现了公司历史上最强的增长;DIA业务收入增长7.5%,调整后EBITDA增长265%;Verus Title在3月和4月在北卡罗来纳和达拉斯市场看到文件启动显著增加;LiveBy达到235个MLS和40万代理;等等。这些是具体的、可识别的近期事件。 - 管理层是否将这些事件连接成一个更广泛的、仍处于早期阶段的模式?例如,Josh提到“我们继续看到这些业务的进展,这增强了我们对增长战略的信心”,以及“我们相信Fathom已经为未来做好了准备”。Marco提到“我们继续看到文件启动的改善”等。但需要看是否明确将这些具体事件视为一个更大趋势的前沿,且该趋势仍处于早期。 具体来说,管理层提到了多个独立事件:市场增长、代理推荐、DIA增长、Verus Title文件启动等。这些是具体的。然后,管理层是否明确将它们连接起来?例如,Josh说“这些成就证明了Fathom的承诺……以及我们在快速发展的住宅房地产行业中适应和繁荣的能力”,但更直接的是,在讨论成本削减和费用增加时,他们提到“这些成本削减措施加上代理交易费用的增加,使我们的业务为未来的盈利增长做好了准备”。但关于具体事件,他们是否说“这些是更广泛改善的早期迹象”?在回答关于指导的问题时,Marco提到“我们正在看到文件启动的改善”,并提到“我们预计第二季度会有更多”。但整体上,管理层似乎将具体事件作为整体表现的一部分,但并没有明确说“这些是更广泛改善的早期阶段,更多即将到来”。不过,在讨论代理推荐时,Josh说“3月份带来了我们公司历史上最强的代理推荐增长”,这暗示了这是一个新趋势。另外,在讨论DIA时,说“这反映了DIA团队在第一季度所做的出色工作”,但并没有明确说这是更广泛改善的早期。 然而,问题要求“管理层的叙述是否基于几个小的、具体的、基层的胜利”,并且“管理层明确将这些累积的插曲视为更广泛改善的前沿,且这种改善仍处于早期”。在记录中,管理层确实提到了多个具体事件,但并没有明确地将它们连接成一个“仍处于早期”的模式。他们更多是作为整体业绩的一部分来提及。例如,在回答关于指导的问题时,Marco说“我们正在看到文件启动的改善”,但并没有说“这些是更广泛改善的早期迹象”。此外,在讨论代理推荐时,Josh说“这证明了我们的模式”,但并没有说“这是更广泛改善的早期”。 更关键的是,管理层是否明确说“这些事件是更广泛改善的前沿,且这种改善仍处于早期”?在记录中,没有直接这样的表述。他们提到“我们相信Fathom已经为未来做好了准备”,但这是关于整体业务,而不是将具体事件连接起来。另外,在讨论成本削减时,他们提到“这些措施加上费用增加,使我们的业务为盈利增长做好了准备”,但这是关于成本,而不是关于具体事件。 因此,虽然有几个具体事件,但管理层并没有明确地将它们连接成一个“仍处于早期”的更大模式。他们更多是作为季度业绩的一部分来报告。所以,答案应该是NO。 但让我们再仔细检查:在回答关于指导的问题时,Marco说“我们正在看到文件启动的改善”,并提到“我们预计第二季度会有更多”,这暗示了趋势正在形成。但这是否是“管理层的明确连接”?可能不够明确。另外,在讨论代理推荐时,Josh说“3月份带来了我们公司历史上最强的代理推荐增长”,这暗示了这是一个新纪录,但并没有说“这是更广泛改善的早期”。 因此,我认为答案是否定的。

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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's account of the just-reported period rest on SEVERAL SMALL, CONCRETE, GROUND-LEVEL WINS THAT IT NAMES AND DESCRIBES INDIVIDUALLY — specific recent episodes from inside the business, each one identifiable on its own — AND does management explicitly treat these accumulating episodes as the LEADING EDGE of a broader improvement that is still early? Answer YES when BOTH halves come through in management's own words, in whatever form fits the business: (1) AT LEAST THREE DISTINCT, NAMED OR INDIVIDUALLY IDENTIFIABLE EPISODES FROM THE RECENT PERIOD. Management recounts multiple separate ground-level events that actually happened recently — each described specifically enough that a listener could tell the episodes apart and could later check them. The episodes may take whatever form fits the industry: a particular customer, account, or partner that signed, reordered, expanded, or went live; a particular site, store, plant, line, rig, clinic, or facility that opened, hit a milestone, or reached a new performance level; a particular product, program, or offering that shipped its first units, won its first placements, or crossed a threshold; a particular region, channel, or contract that turned on or stepped up. What matters is the GRANULARITY and RECENCY: these are individually small, freshly occurred, operator-level facts — the kind of detail only people close to the business would narrate — not aggregate results, percentages, themes, or claims like "demand was strong across the board." (2) MANAGEMENT ITSELF CONNECTS THE EPISODES INTO A BUILDING PATTERN THAT IS STILL EARLY. Management explicitly draws the line from these individual episodes to a larger developing trajectory — conveying, in its own voice, that these wins are instances of the same underlying thing, that more of the same kind are already forming or arriving, and that the pattern's contribution to reported results is only beginning, so most of it lies ahead. The generalization must be management's own act, grounded in the recounted episodes — not a hope, a market-size claim, or an analyst's summary. Answer NO if the call's positive story is carried mainly by aggregates — overall growth rates, segment percentages, or general demand commentary — without several individually identifiable recent episodes. NO if fewer than three distinct episodes are described, or the episodes are really one event told from different angles. NO if the episodes are plans, pipeline items, letters of intent, or hoped-for events rather than things that already happened. NO if the episodes are the routine cadence this company always reports (its usual pace of customer additions, standard seasonal openings) and management does not present their accumulation as new or building. NO if management recounts the episodes but never itself connects them into a broader, still-early pattern with more arriving. NO if the episodes chiefly explain problems, or the call is mainly defense of weak results. NO if the pattern-framing appears only in an analyst's question or summary that management does not itself adopt. Use only the supplied transcript. Answer only YES or NO.

Companies that answered YES

TickerCompanyCallDateCall grade
CRGO Freightos Limited Q1 2024 2024-05-20 C+
MBLY Mobileye Global Inc. Q2 2023 2023-07-28 B+
TOST Toast, Inc. Q4 2022 2023-02-16 C+
BXP Boston Properties, Inc. Q1 2022 2022-05-03 A
AU AngloGold Ashanti's Q2 2018 2018-08-20 B
MITK Mitek Systems, Inc. Q4 2017 2017-11-07 C+
TGI Triumph Group, Inc. Q2 2017 2016-11-03 C+
GOGO Gogo Inc. Q1 2016 2016-05-06 C+

How the model reasoned

AU · Q2 2018 → YESThe question is: Does management's account of the just-reported period rest on SEVERAL SMALL, CONCRETE, GROUND-LEVEL WINS THAT IT NAMES AND DESCRIBES INDIVIDUALLY — specific recent episodes from insid...YES The transcript shows multiple specific, recent operational episodes: Kibali’s underground ramp-up with automated ore handling system and vertical shaft integration; Iduapriem’s CIL tank conversion and grade/tonnage gains; Sunrise Dam’s Recovery Enhancement Project plus new mining strategies; Tropicana’s second 6-MW ball mill installation; Siguiri’s CIL circuit milestone; and 338 tracked Operational Excellence projects.
BXP · Q1 2022 → YESThe question is: Does management's account of the just-reported period rest on SEVERAL SMALL, CONCRETE, GROUND-LEVEL WINS THAT IT NAMES AND DESCRIBES INDIVIDUALLY — specific recent episodes from insid...YES The transcript shows multiple distinct, named episodes from the recent period: the 73,000 sq ft recapture/release at 77 CityPoint with a 15% rent increase and 7.
CRGO · Q1 2024 → YESThe question is: Does management's account of the just-reported period rest on SEVERAL SMALL, CONCRETE, GROUND-LEVEL WINS THAT IT NAMES AND DESCRIBES INDIVIDUALLY — specific recent episodes from insid...

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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.