Question Bank › Identified near-term contributors not yet in the

Identified near-term contributors not yet in the reported numbers

Calls Tested
992
Answered YES
426
Hit Rate
42.9%
rare by design

Zhihu Inc. (ZH) — this company's answers

NO on the Q3 2021 call 2021-11-22 D
The model's full reasoning — Q3 2021 call → NO我们根据指令,分析管理层是否指出了具体的、已确保或已在进行的额外业务来源,这些来源对已报告的结果贡献很少或没有贡献,但预计在未来一年内开始或增加贡献。需要基于转录文本。 转录文本中,管理层提到了几个未来的举措: - 联合创作功能(联合创作)于10月推出,允许文本创作者授权视频创作者使用其原创回答作为视频脚本,并共享版权。这已经启动,但可能贡献有限,未来会增加。 - 视频标签和主页改版(在测试中,12月正式发布)。 - 儿童科普书《十万个为什么》出版。 - 职业教育业务(在线职业培训)正在增长。 - 自有电商(1P业务)正在尝试。 但管理层是否明确表示这些是“已确保或已在进行中”并且“贡献很少或没有”,且“预计在接下来几个季度开始或增加”?需要具体识别。 在回答中,管理层提到联合创作已有超过180万条授权内容,并给出了例子,这已经产生了效果。但可能对营收贡献不大。对于视频标签,管理层说“这不是最终版本,只是测试版”,并计划12月正式发布。这暗示即将上线并带来增长。职业教育和其他收入同比增长超过200%,但基数小。自有电商也在探索。 但指令要求:贡献者必须被描述为真实且具体(可命名的事物,已存在或已承诺),而不是管道或机会;时间必须是近期(未来几个季度开始或增加)。 管理层是否明确指出了这些?在回答中,管理层提到:“我们继续探索和发展我们的电子商务业务模式……我们也在探索在社区内建立闭环电子商务平台的方式。”这听起来像是机会,而非已确保的。 对于联合创作,它已经上线,但贡献可能已经开始。但管理层没有说它对营收的贡献很少或还没有体现。类似地,视频标签是测试版,尚未正式。 关键点:管理层是否说“这些将增加未来的收入”?在第四季度指引中,预计收入增长94-98%,这已经包含了现有趋势。但具体的新增来源是否被明确为“已确保”? 在Q&A中,关于新版本(视频标签)的问题,管理层说:“这不是最终版本,只是测试版……我们将在12月正式发布……我们将提供更多细节。”这暗示它即将正式上线,但尚未贡献。此外,联合创建已经产生内容,但可能对收入贡献有限。 另外,在准备发言中,提到了“职业教育”和“电子商务”增长,但未具体说明新来源。 最接近的是联合创建和视频标签,但管理层并未在财务上量化其贡献或明确说它们将在未来几个季度增加收入。只是说“这些努力是为了改善用户体验”。 根据指令,我们需要严格判断。管理层没有明确指出具体的已确保收入来源,而是泛泛地谈论产品改进和未来潜力。因此,答案应为NO。 但转录中也有“在第四季度,我们计划进一步丰富高质量内容……”(准备发言中)但这是计划,不是已确保。 我认为没有满足“已确保或已在进行中”且“贡献很少或没有”的条件。因此,答案是NO。

← Back to the full ZH analysis

Show the exact prompt the model was given
Using ONLY the supplied earnings call transcript and no outside information: On this call, does management point to SPECIFIC, IDENTIFIED sources of additional business that are ALREADY SECURED OR ALREADY IN MOTION but have contributed LITTLE OR NOTHING to the results just reported — and indicate that their contribution is expected to BEGIN OR RAMP WITHIN ROUGHLY THE NEXT YEAR, so that the reported numbers understate the business the company has already put in place? Answer YES when management, in its own words, identifies one or more concrete, near-dated incremental contributors — in whatever form fits the business — such as: a new facility, capacity, store base, fleet, or asset that is built or being commissioned and starts producing soon; a signed contract, program, or partnership whose deliveries or volumes are only now starting; a newly won customer or group of customers whose spending has only begun to phase in; a product, service, or market launch that has just gone live or is imminent after being secured or approved; or an acquisition or expansion that closed too recently to show in the period — AND management conveys that these identified contributors will add meaningfully to the company's results as they come online over the coming quarters. The contributors must be described as real and specific (nameable things that exist or are committed), not as pipeline, opportunity, or hoped-for demand; and the timing must be near-term (beginning or ramping over the next few quarters), not a distant or undated future. Answer NO if the forward story is generic optimism, market opportunity, or pipeline talk without identified contributors already secured or in motion; NO if the identified items are already fully reflected in the reported results with no meaningful ramp still ahead; NO if the contributors are contingent on approvals, financing, negotiations, or decisions not yet obtained; NO if the expected contribution is described as immaterial, offsetting declines elsewhere, or merely returning the business to where it was; and 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
FRBA First Bank Q2 2024 2024-07-26 A
TPH Tri Pointe Homes, Inc. Q2 2024 2024-07-25 A
MMLP Martin Midstream Partners L.P. Q2 2024 2024-07-18 B
ASO Academy Sports and Outdoors, Inc. Q1 2024 2024-06-11 C+
BBY Best Buy Co., Inc. Q1 2025 2024-05-30 C
CRGO Freightos Limited Q1 2024 2024-05-20 C+
BIOX Bioceres Crop Solutions Corp. Q3 2024 2024-05-14 C+
ERO Ero Copper Corp. Q1 2024 2024-05-10 A
WRBY Warby Parker Inc. Q1 2024 2024-05-09 A
AZEK The AZEK Company Inc. Q2 2024 2024-05-08 B+
SNCR Synchronoss Technologies, Inc. Q1 2024 2024-05-07 C+
TALO Talos Energy Inc. Q1 2024 2024-05-07 B+
LINC Lincoln Educational Services Corporation Q1 2024 2024-05-06 B+
PACK Ranpak Holdings Corp. Q1 2024 2024-05-04 B
AES The AES Corporation Q1 2024 2024-05-03 C+
PPC Pilgrim's Pride Corporation Q1 2024 2024-05-03 A
TRP TC Energy Corporation Q1 2024 2024-05-03 B
CW Curtiss-Wright Corporation Q1 2024 2024-05-02 B+
WEC WEC Energy Group, Inc. Q1 2024 2024-05-01 A
ROCK Gibraltar Industries, Inc. Q1 2024 2024-05-01 B+
LTRX Lantronix, Inc. Q3 2024 2024-04-29 C
TS Tenaris S.A. Q1 2024 2024-04-26 C
ASB Associated Banc-Corp Q1 2024 2024-04-25 A
LECO Lincoln Electric Holdings, Inc. Q1 2024 2024-04-25 B
E Eni S.p.A. Q1 2024 2024-04-24 B+
TFIN Triumph Financial, Inc. Q1 2024 2024-04-18 D
DUOT Duos Technologies Group, Inc. Q4 2023 2024-04-01 F
ASM Avino Silver & Gold Mines Ltd. Q4 2023 2024-03-21 C+
KOPN Kopin Corporation Q4 2023 2024-03-14 C+
GIII G-III Apparel Group, Ltd. Q4 2024 2024-03-14 C
HSAI Hesai Group Q4 2023 2024-03-12 D
PBR Petróleo Brasileiro S.A. - Petrobras Q4 2023 2024-03-08 D
FRPH FRP Holdings, Inc. Q4 2023 2024-03-07 C+
PSFE Paysafe Limited Q4 2023 2024-03-07 C+
GTLB GitLab Inc. Q4 2024 2024-03-04 C+
ZLAB Zai Lab Limited Q4 2023 2024-02-28 C
MNKD MannKind Corporation Q4 2023 2024-02-27 C
NICE NICE Ltd. Q4 2023 2024-02-22 B+
PUMP ProPetro Holding Corp. Q4 2023 2024-02-21 C+
DXCM DexCom, Inc. Q4 2023 2024-02-08 B+
RAMP LiveRamp Holdings, Inc. Q3 2024 2024-02-08 B+
INTR Inter & Co, Inc. Q4 2023 2024-02-08 B+
SPH Suburban Propane Partners, L.P. Q1 2024 2024-02-08 B
HP Helmerich & Payne, Inc. Q1 2024 2024-01-30 C
PFE Pfizer Inc. Q4 2023 2024-01-30 F
EMKR EMCORE Corporation Q4 2023 2023-12-12 C+
CSPI CSP Inc. Q4 2023 2023-12-12 D
LULU Lululemon Athletica Inc. Q3 2023 2023-12-07 B+
GEF Greif, Inc. Q4 2023 2023-12-07 C
BRBR BellRing Brands, Inc. Q4 2023 2023-11-21 B+
SONO Sonos, Inc. Q3 2023 2023-11-15 C+
AWH Aspira Women's Health Inc. Q3 2023 2023-11-13 D
AIRG Airgain, Inc. Q3 2023 2023-11-09 F
EFXT Enerflex Ltd. Q3 2023 2023-11-09 C+
SWKH SWK Holdings Corporation Q3 2023 2023-11-09 B
LGO Largo Inc. Q3 2023 2023-11-09 D
SCPH scPharmaceuticals Inc. Q3 2023 2023-11-08 B
TBLA Taboola.com Ltd. Q3 2023 2023-11-08 B+
BMBL Bumble Inc. Q3 2023 2023-11-07 F
QTRX Quanterix Corporation Q3 2023 2023-11-07 B
ENOV Enovis Corporation Q3 2023 2023-11-07 A
GMED Globus Medical, Inc. Q3 2023 2023-11-07 B
GOLD Barrick Gold Corporation Q3 2023 2023-11-02 C
JLL Jones Lang LaSalle Incorporated Q3 2023 2023-11-02 F
LANC Lancaster Colony Corporation Q1 2024 2023-11-02 B
OPAD Offerpad Solutions Inc. Q3 2023 2023-11-01 C
RVLV Revolve Group, Inc. Q3 2023 2023-11-01 C
TEL TE Connectivity Ltd. Q4 2023 2023-11-01 B
WEAV Weave Communications, Inc. Q3 2023 2023-11-01 B+
MTCH Match Group, Inc. Q3 2023 2023-11-01 B
MAC The Macerich Company Q3 2023 2023-10-31 D
STZ Constellation Brands, Inc. Q2 2024 2023-10-05 B+
MYTE MYT Netherlands Parent B.V. Q4 2023 2023-09-14 B
CTLP Cantaloupe, Inc. Q4 2023 2023-09-06 B+
OXM Oxford Industries, Inc. Q2 2023 2023-08-31 C
BZUN Baozun Inc. Q2 2023 2023-08-28 D
DXLG Destination XL Group, Inc. Q2 2023 2023-08-24 D
KC Kingsoft Cloud Holdings Limited Q2 2023 2023-08-22 C
PINC Premier, Inc. Q4 2023 2023-08-22 F
CSAN Cosan S.A. Q2 2023 2023-08-15 D
NU Nu Holdings Ltd. Q2 2023 2023-08-15 B
PNNT PennantPark Investment Corporation Q3 2023 2023-08-10 B+
ZOM Zomedica Corp. Q2 2023 2023-08-10 C
LSF Laird Superfood, Inc. Q2 2023 2023-08-09 D
CLNE Clean Energy Fuels Corp. Q2 2023 2023-08-09 C+
APPS Digital Turbine, Inc. Q1 2024 2023-08-08 D
AKYA Akoya Biosciences, Inc. Q2 2023 2023-08-07 C+
PTLO Portillo's Inc. Q2 2023 2023-08-05 B
SPT Sprout Social, Inc. Q2 2023 2023-08-04 B+
FOUR Shift4 Payments, Inc. Q2 2023 2023-08-03 B+
PBI Pitney Bowes Inc. Q2 2023 2023-08-03 F
ET Energy Transfer LP Q2 2023 2023-08-02 C+
CTO CTO Realty Growth, Inc. Q2 2023 2023-07-28 B
MBLY Mobileye Global Inc. Q2 2023 2023-07-28 B+
IMAX IMAX Corporation Q2 2023 2023-07-26 B+
NWE NorthWestern Corporation Q2 2023 2023-07-26 D
ZDGE Zedge, Inc. Q3 2023 2023-06-12 D
LUCD Lucid Diagnostics Inc. Q1 2023 2023-05-16 C+
VLN Valens Semiconductor Ltd. Q1 2023 2023-05-13 C
SLF Sun Life Financial Inc. Q1 2023 2023-05-12 B
ICD Independence Contract Drilling, Inc. Q1 2023 2023-05-12 B+
GGR Gogoro Inc. Q1 2023 2023-05-11 D
CDE Coeur Mining, Inc. Q1 2023 2023-05-11 C+
SU Suncor Energy Inc. Q1 2023 2023-05-09 C+
TSN Tyson Foods, Inc. Q2 2023 2023-05-08 D
CARS Cars.com Inc. Q1 2023 2023-05-06 B
KE Kimball Electronics, Inc. Q3 2023 2023-05-06 C+
KNTK Kinetik Holdings Inc. Q1 2023 2023-05-06 B+
AKR Acadia Realty Trust Q4 2022 2023-05-06 B+
INGN Inogen, Inc. Q1 2023 2023-05-05 F
FIGS FIGS, Inc. Q1 2023 2023-05-05 B+
CYRX Cryoport, Inc. Q1 2023 2023-05-05 C
BRX Brixmor Property Group Inc. Q1 2023 2023-05-02 A
CADE Cadence Bank Q1 2023 2023-04-25 C+
ALIM Alimera Sciences, Inc. Q4 2022 2023-03-31 C+
TACT TransAct Technologies Incorporated Q4 2022 2023-03-08 A
DKS DICK'S Sporting Goods, Inc. Q4 2022 2023-03-07 B
NCSM NCS Multistage Holdings, Inc. Q4 2022 2023-03-07 A
M Macy's, Inc. Q4 2022 2023-03-02 D
NEWT Newtek Business Services' Q4 2022 2023-02-28 D
VRE Veris Residential, Inc. Q4 2022 2023-02-22 D
OEC Orion Engineered Carbons S.A. Q4 2022 2023-02-17 B+
BJRI BJ's Restaurants, Inc. Q4 2022 2023-02-16 A
DLR Digital Realty Trust, Inc. Q4 2022 2023-02-16 C+
ESEA Euroseas Ltd. Q4 2022 2023-02-15 C+
CIM Chimera Investment Corporation Q4 2022 2023-02-15 D
ADPT Adaptive Biotechnologies Corporation Q4 2022 2023-02-14 C+
HIW Highwoods Properties, Inc. Q4 2022 2023-02-08 B
FRT Federal Realty Investment Trust Q4 2022 2023-02-08 B+
CEIX CONSOL Energy Inc. Q4 2022 2023-02-07 B
CLFD Clearfield, Inc. Q1 2023 2023-02-02 C+
ARE Alexandria Real Estate Equities, Inc. Q4 2022 2023-01-31 C+
ADM Archer-Daniels-Midland Company Q4 2022 2023-01-26 C+
ISRG Intuitive Surgical, Inc. Q4 2022 2023-01-24 C
UAL United Airlines Holdings, Inc. Q4 2022 2023-01-18 B
SOL ReneSola Ltd Q3 2022 2022-12-01 C+
A Agilent Technologies, Inc. Q4 2022 2022-11-21 B+
CIG Companhia Energética de Minas Gerais Q3 2022 2022-11-16 C+
PKOH Park-Ohio Holdings Corp. Q3 2022 2022-11-13 B
BLZE Backblaze, Inc. Q3 2022 2022-11-11 D
FET Forum Energy Technologies, Inc. Q3 2022 2022-11-09 B
SIBN SI-BONE, Inc. Q3 2022 2022-11-07 C+
FLL Full House Resorts, Inc. Q3 2022 2022-11-07 B
HBB Hamilton Beach Brands Holding Company Q3 2022 2022-11-05 C
MEC Mayville Engineering Company, Inc. Q3 2022 2022-11-05 B+
GOOS Canada Goose Holdings Inc. Q2 2023 2022-11-02 D
SYY Sysco Corporation Q1 2023 2022-11-01 C+
AWRE Aware, Inc. Q3 2022 2022-10-30 F
FSLR First Solar, Inc. Q3 2022 2022-10-28 C+
VSEC VSE Corporation Q3 2022 2022-10-28 B+
UMBF UMB Financial Corporation Q3 2022 2022-10-26 C+
WBA Walgreens Boots Alliance, Inc. Q4 2022 2022-10-13 C
APOG Apogee Enterprises, Inc. Q2 2023 2022-09-20 A
SWBI Smith & Wesson Brands, Inc. Q1 2023 2022-09-08 C+
CURV Torrid Holdings Inc. Q2 2022 2022-09-07 D
YMM Full Truck Alliance Co. Ltd. Q2 2022 2022-08-25 C+
TMCI Treace Medical Concepts, Inc. Q2 2022 2022-08-13 B+
EXFY Expensify, Inc. Q2 2022 2022-08-12 D
RICK RCI Hospitality Holdings, Inc. Q3 2022 2022-08-10 A
EVGO EVgo, Inc. Q2 2022 2022-08-09 C+
UUUU Energy Fuels Inc. Q2 2022 2022-08-09 C
BGSF BGSF, Inc. Q2 2022 2022-08-07 B+
BBSI Barrett Business Services, Inc. Q2 2022 2022-08-06 A
TWO Two Harbors Investment Corp. Q2 2022 2022-08-04 C+
COLD Americold Realty Trust, Inc. Q2 2022 2022-08-04 D
HLNE Hamilton Lane Incorporated Q1 2023 2022-08-02 C+
DVN Devon Energy Corporation Q2 2022 2022-08-02 B+
ZBRA Zebra Technologies Corporation Q2 2022 2022-08-02 C+
CRK Comstock Resources, Inc. Q2 2022 2022-08-02 B+
SYM Symbotic Inc. Q3 2022 2022-08-01 B+
CIVB Civista Bancshares, Inc. Q2 2022 2022-07-31 B
PRG PROG Holdings, Inc. Q2 2022 2022-07-30 D
MHO M/I Homes, Inc. Q2 2022 2022-07-27 B
SHW The Sherwin-Williams Company Q2 2022 2022-07-27 D
OGI OrganiGram Holdings Inc. Q3 2022 2022-07-14 B+
REPX Riley Exploration Permian, Inc. Q2 2022 2022-05-15 A
FLYW Flywire Corporation Q1 2022 2022-05-14 B+
DCGO DocGo Inc. Q1 2022 2022-05-14 C
UGRO urban-gro, Inc. Q1 2022 2022-05-13 D
ZVIA Zevia PBC Q1 2022 2022-05-12 B
VNRX VolitionRx Limited Q1 2022 2022-05-12 F
XMTR Xometry, Inc. Q1 2022 2022-05-11 B+
OPK OPKO Health, Inc. Q1 2022 2022-05-09 D
NSIT Insight Enterprises, Inc. Q1 2022 2022-05-08 A
CAH Cardinal Health, Inc. Q3 2022 2022-05-05 F
MGNI Magnite, Inc. Q1 2022 2022-05-04 D
KAR KAR Auction Services, Inc. Q1 2022 2022-05-04 C+
BXP Boston Properties, Inc. Q1 2022 2022-05-03 A
FLGT Fulgent Genetics, Inc. Q1 2022 2022-05-03 B
ABNB Airbnb, Inc. Q1 2022 2022-05-03 B+
SILC Silicom Ltd. Q1 2022 2022-04-30 B+
STC Stewart Information Services Corporation Q1 2022 2022-04-29 C+
ADSE ADS-TEC Energy PLC Q4 2021 2022-04-28 D
BSX Boston Scientific Corporation Q1 2022 2022-04-27 B
RGEN Repligen Corporation Q1 2022 2022-04-27 C+
CCK Crown Holdings, Inc. Q1 2022 2022-04-26 C+
FLXS Flexsteel Industries, Inc. Q3 2022 2022-04-26 B
FR First Industrial Realty Trust, Inc. Q1 2022 2022-04-21 A
WOR Worthington Industries, Inc. Q3 2022 2022-03-23 B
FAT FAT Brands Inc. Q4 2021 2022-03-21 F

How the model reasoned

DV · Q3 2021 → YESThe question is: Does management point to SPECIFIC, IDENTIFIED sources of additional business that are ALREADY SECURED OR ALREADY IN MOTION but have contributed LITTLE OR NOTHING to the results just r...NO The OpenSlate acquisition is described as not yet closed, so it is contingent on a future event (closing) and management explicitly states it will not have a material impact on 2021 results. The TikTok partnership is presented as a recent launch that has already begun contributing to coverage, not as a future 2022 ramp. The new Q3 logo wins are noted as positioning for growth into 2022, but they are not tied to any specific, named contributors with quantified near-term ramps; they are framed as general enterprise momentum rather than concrete, identifiable sources already in motion. Meetrics is called out as immaterial.
GMED · Q3 2023 → YESThe question is: Does management point to SPECIFIC, IDENTIFIED sources of additional business that are ALREADY SECURED OR ALREADY IN MOTION but have contributed LITTLE OR NOTHING to the results just r...YES The transcript shows management identifying specific, already-secured contributors: the NuVasive merger (closed September 1, only one month in Q3), cross-selling of existing portfolios (investments made earlier this year, poised to begin as early as next quarter), and a record year of product launches (nine products 2024, more by year-end, including E-hub Navigation and expansions to expandable portfolio). These are described as real, nameable items already in motion or recently closed, with meaningful ramps expected in the coming quarters, so the reported results understate the business in place.
LKQ · Q4 2016 → YESThe question is: Does management point to SPECIFIC, IDENTIFIED sources of additional business that are ALREADY SECURED OR ALREADY IN MOTION but have contributed LITTLE OR NOTHING to the results just r...NO The T2 project qualifies as a specific, in-motion contributor with near-term ramp (deliveries Q3 2017, full live Q1 2018), but the transcript does not tie it explicitly to “additional business” or “incremental revenue” beyond the project’s own costs and accretion. The 2017 incremental costs are noted, yet the forward impact is framed as project-specific rather than a broad source of new secured business. Andrew Page remains contingent on CMA approval, and other items (new branches, Mekonomen) are either already contributing or not framed as additional secured sources.

More from the question bank

Multiple fronts advancing at onceFresh cohort economicsThe company itself is the constraintThe company itself just got simplerAbsorption mode: management is racing to takProven first wave, larger second wave alreadAll questions →
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.