Question Bank › Two-sided intensity

Two-sided intensity

Two-sided intensity: both new counterparties arriving and existing ones enlarging in the same recent period

Calls Tested
496
Answered YES
88
Hit Rate
17.7%
rare by design

Align Technology, Inc. (ALGN) — this company's answers

NO on the Q4 2022 call 2023-02-01 F
The model's full reasoning — Q4 2022 call → NOWe need to determine if management describes both (1) new paying counterparties arriving and (2) existing counterparties enlarging what they take, in the recent period, as observed facts. Look at the transcript. Joe Hogan mentions Q4 results: "stable environment", "trends in consumer interest... improved". He mentions "Systems and Services revenues increased sequentially, driven by growth in the Americas and EMEA regions, reflecting continued sales of intraoral scanners, especially the iTero 5D. Q4 sequential growth also reflects continued growth of our scanner rental programs as well as initial deployment of a certified preowned, what we call CPO scanner leasing rental program with desktop metal" - that's a new partner (Desktop Metal) but that's a strategic collaboration, but they announced it and initial deployment - that could be new counterparty. Also "We continue to develop new capital equipment opportunities... We expect to continue rolling out programs such as leasing and rental offerings". For Clear Aligners, volume up slightly sequentially, growth in Americas and EMEA offset by China. They mention "Q4 Clear Aligner volume from DSO customers continue to outpace non-DSO customers." That suggests existing DSO relationships are growing? Or just that DSOs are doing more than non-DSOs? Not necessarily enlargement of existing. They mention "In EMEA, Q4 was a record quarter for teen case starts." That's growth in existing market. They mention "For the full year, Invisalign teen cases... record 31% of Invisalign cases shipped" - that's mix, not necessarily enlargement. They mention "For Q4, the total number of new Invisalign trained doctors decreased sequentially" - so new doctors not arriving. But they do mention new programs like DSP (subscription) increased sequentially and year-over-year. That's existing customers signing up for subscription? That could be enlargement. But the question asks: "In the recent period, the company's business intensified from both directions at once: (1) NEW paying counterparties actually arrived... AND (2) EXISTING counterparties enlarged what they take... with management presenting this two-sided build as an observed, current pattern that is meaningful." We need to see if management explicitly describes both. The transcript has some mentions: new partnership with Desktop Metal (new counterparty), but that's one deal.

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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 in the RECENT PERIOD the company's business intensified from BOTH directions at once — (1) NEW paying counterparties actually arrived: fresh customers, accounts, partners, or programs that actually signed, ordered, or began transacting in the recent period, described as real events rather than pipeline; AND (2) EXISTING counterparties enlarged what they take: accounts or relationships the company already had that visibly stepped up their orders, scope, volumes, sites, usage, or commitments in the same recent period, by the counterparty's own choice rather than through price increases alone — with management presenting this two-sided build as an observed, current pattern that is meaningful to where the company is heading? Answer YES when management's own words convey both halves as already-occurring facts of the recent period, in whatever form fits the industry, grounded in real activity (actual signings, orders, deployments, volumes, or usage) rather than hopes, and management treats the combination — widening and deepening together — as characterizing the business now, with more of both still forming. Answer NO if only one side is present — new wins without existing relationships growing, or expansion within the base without new arrivals. NO if either side is described only through pipeline, interest, plans, or projections. NO if the pattern rests on a single large deal, seasonal catch-up, restocking, or a condition management expects to fade. NO if the growth described is chiefly price increases pushed onto unchanged volumes. NO if the two-sided framing appears only in an analyst's question or summary that management does not itself affirm. Use only the supplied transcript. Answer only YES or NO.

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BZUN Baozun Inc. Q2 2023 2023-08-28 D
VIPS Vipshop Holdings Limited Q2 2023 2023-08-18 C+
SPT Sprout Social, Inc. Q2 2023 2023-08-04 B+
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PFIE Profire Energy, Inc. Q1 2023 2023-05-13 B
SPIR Spire Global, Inc. Q1 2023 2023-05-10 B
CALX Calix, Inc. Q1 2023 2023-04-20 C+
TACT TransAct Technologies Incorporated Q4 2022 2023-03-08 A
DKS DICK'S Sporting Goods, Inc. Q4 2022 2023-03-07 B
TOST Toast, Inc. Q4 2022 2023-02-16 C+
ADPT Adaptive Biotechnologies Corporation Q4 2022 2023-02-14 C+
HIW Highwoods Properties, Inc. Q4 2022 2023-02-08 B
CNA CNA Financial Corporation Q4 2022 2023-02-06 B
SIBN SI-BONE, Inc. Q3 2022 2022-11-07 C+
MEC Mayville Engineering Company, Inc. Q3 2022 2022-11-05 B+
SYY Sysco Corporation Q1 2023 2022-11-01 C+
KEY KeyCorp Q3 2022 2022-10-20 B+
TMCI Treace Medical Concepts, Inc. Q2 2022 2022-08-13 B+
EVGO EVgo, Inc. Q2 2022 2022-08-09 C+
DM Desktop Metal, Inc. Q2 2022 2022-08-08 F
FLR Fluor Corporation Q2 2022 2022-08-05 D
IT Gartner, Inc. Q2 2022 2022-08-02 A
UPWK Upwork Inc. Q2 2022 2022-07-27 C+
CME CME Group Inc. Q2 2022 2022-07-27 B
OGI OrganiGram Holdings Inc. Q3 2022 2022-07-14 B+
SE Sea Limited Q1 2022 2022-05-17 F
FLYW Flywire Corporation Q1 2022 2022-05-14 B+
ZVIA Zevia PBC Q1 2022 2022-05-12 B
OPK OPKO Health, Inc. Q1 2022 2022-05-09 D
BXP Boston Properties, Inc. Q1 2022 2022-05-03 A
CNXC Concentrix Corporation Q1 2022 2022-03-30 B
ZENV Zenvia Inc. Q4 2021 2022-03-17 C+
SOPH SOPHiA GENETICS SA Q4 2021 2022-03-15 C
RELY Remitly Global, Inc. Q4 2021 2022-03-02 B
FLUX Flux Power Holdings, Inc. Q2 2022 2022-02-10 D
GTES Gates Industrial Corporation plc Q4 2021 2022-02-07 C+
OOMA Ooma, Inc. Q3 2022 2021-12-02 B+
KTB Kontoor Brands, Inc. Q3 2021 2021-11-04 A
CYBR CyberArk Software Ltd. Q3 2021 2021-11-04 B+
IRBT iRobot Corporation Q3 2021 2021-10-28 D
ASAN Asana, Inc. Q2 2022 2021-09-01 B+
TJX The TJX Companies, Inc. Q2 2021 2021-08-18 C
UFI Unifi, Inc. Q4 2021 2021-08-07 B
TENB Tenable Holdings, Inc. Q2 2021 2021-07-27 A
TCBI Texas Capital Bancshares, Inc. Q2 2021 2021-07-21 F
CMTL Comtech Telecommunications Corp. Q1 2019 2018-12-07 B+
ADSK Autodesk, Inc. Q3 2019 2018-11-20 A
OGE OGE Energy Corp. Q3 2018 2018-11-08 A
ROP Roper Technologies, Inc. Q2 2018 2018-07-26 A
CP Canadian Pacific Railway Limited Q2 2018 2018-07-19 B+
MKC McCormick & Company, Incorporated Q2 2018 2018-06-28 C+
SATS EchoStar Corporation Q1 2018 2018-05-10 C+
BCOV Brightcove Inc. Q1 2018 2018-04-26 B+
ALLY Ally Financial Inc. Q1 2018 2018-04-26 B+
ILMN Illumina, Inc. Q1 2018 2018-04-24 A
UPLD Upland Software, Inc. Q4 2017 2018-03-08 C+
EPAM EPAM Systems, Inc. Q4 2017 2018-02-16 B
DLHC DLH Holdings Corp. Q1 2018 2018-02-06 C+
UNH UnitedHealth Group Incorporated Q4 2017 2018-01-16 A
MITK Mitek Systems, Inc. Q4 2017 2017-11-07 C+
MKTX MarketAxess Holdings Inc. Q3 2017 2017-10-25 C+
SBFG SB Financial Group, Inc. Q3 2017 2017-10-20 A
GNTX Gentex Corporation Q3 2017 2017-10-20 B
BCE BCE Inc. Q2 2017 2017-08-05 B+
CCOI Cogent Communications Holdings, Inc. Q2 2017 2017-08-03 B
FLEX Flex Ltd. Q1 2018 2017-07-28 F
ABM ABM Industries Incorporated Q2 2017 2017-06-08 B
IONS Ionis Pharmaceuticals, Inc. Q1 2017 2017-05-09 C
ICFI ICF International, Inc. Q1 2017 2017-05-06 B+
ATO Atmos Energy Corporation Q1 2017 2017-02-08 A
EFSC Enterprise Financial Services Corp Q4 2016 2017-01-24 B+
WYY WidePoint Corporation Q3 2016 2016-11-09 D
BCH Banco de Chile Q3 2016 2016-10-30 B+
ULBI Ultralife Corporation Q3 2016 2016-10-29 C+
MAT Mattel, Inc. Q3 2016 2016-10-19 C
VRNS Varonis Systems, Inc. Q2 2016 2016-08-09 B+
GOGO Gogo Inc. Q1 2016 2016-05-06 C+
WK Workiva Inc. Q4 2015 2016-03-01 B
HPP Hudson Pacific Properties, Inc. Q4 2015 2016-02-25 C

How the model reasoned

PFIE · Q1 2023 → YESThe question is about whether management describes intensification from BOTH new paying counterparties AND existing ones enlarging what they take, in the recent period, as observed facts. YES Management describes both new arrivals ("new customers," "new opportunities," "several project opportunities," "notable customers" including specific ones like Equitrans Midstream and Enterprise Products) and existing-customer expansion ("repeat orders," "repeat business," "repeat orders from one of the United States’ largest producers," " 85,000 burner management solutions," "large uptick... on retrofits") as already-completed facts in the recent period. They present the combination—widening the customer base while deepening relationships—as the current observed pattern driving the business forward.
EPAM · Q4 2017 → YESThe question is about whether management describes that in the recent period the company's business intensified from BOTH directions at once: new paying counterparties arrived AND existing ones enlarg...YES Management describes both sides occurring together in the recent period: new engagements with clients (including specific examples like the European multinational and Global Health Services Company that started less than 12 months ago) alongside growth within the top 20 existing accounts (more than 18% year-over-year) and even stronger growth outside those 20 (34%). They frame this as an observed pattern of widening and deepening the business now, with continued diversification and expansion across both new and existing relationships.
UNH · Q4 2017 → YESThe question is about whether management describes that in the recent period the company's business intensified from BOTH directions at once: new paying counterparties arrived AND existing ones enlarg...YES Management describes both new paying counterparties (e.g., new states like West Virginia, hospitals using Rally, healthcare transformation alliance with 10 companies, acquisitions like Banmedica and DaVita) and existing ones enlarging (e.g., serving nearly 1 million more seniors in Medicare, 465,000 more in commercial group, strong growth with existing client base for PBM, doubled Rally IDs, 7% same-store growth for SCA, highest Q4 script growth).

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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.