Answers go deeper than the script: questioning keeps surfacing new concrete detail behind a positive development
The model's full reasoning — Q4 2016 call → NOWe need to determine if there is a positive, current development in the company's business that is discussed in the Q&A with more concrete operating detail than in the prepared remarks. The prepared remarks mention several positive things: record operating margin, EPS, cash flow, transformation progress, PVI acquisition, new products, etc. But we need to find a specific development that analysts probe and management adds new specifics about. Looking at the Q&A: The first question about Mexico and border tax - that's about risk, not a positive development. Second question about commodity inflation and pricing - that's about headwinds and mitigation. Third question about Europe growth - that's about weakness. Fourth question about heating and hot water solutions - that's a positive development. The analyst asks about the competitive environment and performance relative to environment, and what it will take to get back to normalized growth. Management responds: "we believe 2017 we’re going to get back to that normal run rate to which is at the high single digit. We did see competitive pressure in particular when there's lumpiness in projects it gets very competitive out there. And we’ve seen some new entrants trying to come in, but we were excited at the recent ASHRAE Show to unveil our brand new product that we believe is a differentiator in the marketplace. So we believe we have the ability to put that new product out there which differentiates us from our competition, but we are planning a return to high single digits in the heating and hot water solutions group." That's about future plans, not current development. The analyst then asks about capital deployment, which is not a positive current development. Later, another analyst asks about boilers business: "Could you flush out what you are thinking on the boilers business? I think that’s kind of seeing the biggest change in growth dynamics over the last couple of quarters. Are you thinking this is more of a short term issue, or perhaps is it a bit of a turning point in the commercial/non-res cycle?" Management responds: "No. We don't believe that it’s a turning point at all.
| Ticker | Company | Call | Date | Call grade |
|---|---|---|---|---|
| TXRH | Texas Roadhouse, Inc. | Q2 2024 | 2024-07-25 | A |
| FTAI | Fortress Transportation and Infrastructu | Q2 2024 | 2024-07-24 | A |
| DAO | Youdao, Inc. | Q1 2024 | 2024-05-23 | B |
| VITL | Vital Farms, Inc. | Q1 2024 | 2024-05-09 | A |
| TALO | Talos Energy Inc. | Q1 2024 | 2024-05-07 | B+ |
| WEC | WEC Energy Group, Inc. | Q1 2024 | 2024-05-01 | A |
| ROCK | Gibraltar Industries, Inc. | Q1 2024 | 2024-05-01 | B+ |
| FSP | Franklin Street Properties Corp. | Q1 2024 | 2024-05-01 | D |
| WGS | GeneDx Holdings Corp. | Q1 2024 | 2024-04-29 | B+ |
| TS | Tenaris S.A. | Q1 2024 | 2024-04-26 | C |
| PDS | Precision Drilling Corporation | Q1 2024 | 2024-04-25 | B |
| SNV | Synovus Financial Corp. | Q1 2024 | 2024-04-18 | B |
| LMFA | LM Funding America, Inc. | Q4 2023 | 2024-04-01 | C |
| ASM | Avino Silver & Gold Mines Ltd. | Q4 2023 | 2024-03-21 | C+ |
| HSAI | Hesai Group | Q4 2023 | 2024-03-12 | D |
| GWRS | Global Water Resources, Inc. | Q4 2023 | 2024-03-07 | B+ |
| EHAB | Enhabit, Inc. | Q4 2023 | 2024-03-07 | C |
| PUMP | ProPetro Holding Corp. | Q4 2023 | 2024-02-21 | C+ |
| TOL | Toll Brothers, Inc. | Q1 2024 | 2024-02-21 | A |
| KRNT | Kornit Digital Ltd. | Q4 2023 | 2024-02-14 | C |
| EGP | EastGroup Properties, 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+ |
| ZWS | Zurn Elkay Water Solutions Corporation | Q4 2023 | 2024-02-07 | B |
| MET | MetLife, Inc. | Q4 2023 | 2024-02-01 | B+ |
| CVLT | Commvault Systems, Inc. | Q3 2024 | 2024-01-30 | B+ |
| CSPI | CSP Inc. | Q4 2023 | 2023-12-12 | D |
| ATXS | Astria Therapeutics, Inc. | Q3 2023 | 2023-11-13 | C |
| KRT | Karat Packaging Inc. | Q3 2023 | 2023-11-10 | C+ |
| SCPH | scPharmaceuticals Inc. | Q3 2023 | 2023-11-08 | B |
| MEG | Montrose Environmental Group, Inc. | Q3 2023 | 2023-11-08 | C+ |
| VCEL | Vericel Corporation | Q3 2023 | 2023-11-08 | A |
| EVCM | EverCommerce Inc. | Q3 2023 | 2023-11-07 | B |
| SES | SES AI Corporation | Q3 2023 | 2023-11-07 | D |
| LANC | Lancaster Colony Corporation | Q1 2024 | 2023-11-02 | B |
| TEL | TE Connectivity Ltd. | Q4 2023 | 2023-11-01 | B |
| MRAM | Everspin Technologies, Inc. | Q3 2023 | 2023-11-01 | D |
| FSBC | Five Star Bancorp | Q3 2023 | 2023-10-31 | B |
| CMG | Chipotle Mexican Grill, Inc. | Q3 2023 | 2023-10-27 | B+ |
| PFGC | Performance Food Group Company | Q4 2023 | 2023-08-16 | B+ |
| PYCR | Paycor HCM, Inc. | Q2 2023 | 2023-08-16 | B |
| VTSI | VirTra, Inc. | Q2 2023 | 2023-08-14 | C+ |
| AVAH | Aveanna Healthcare Holdings Inc. | Q2 2023 | 2023-08-10 | C+ |
| HMC | Honda Motor Co., Ltd. | Q1 2024 | 2023-08-10 | C+ |
| PTLO | Portillo's Inc. | Q2 2023 | 2023-08-05 | B |
| LNTH | Lantheus Holdings, Inc. | Q2 2023 | 2023-08-03 | C+ |
| PSA | Public Storage | Q2 2023 | 2023-08-03 | B+ |
| NMR | Nomura Holdings, Inc. | Q1 2024 | 2023-08-02 | D |
| OSK | Oshkosh Corporation | Q2 2023 | 2023-08-01 | B+ |
| CTO | CTO Realty Growth, Inc. | Q2 2023 | 2023-07-28 | B |
| CSTM | Constellium SE | Q2 2023 | 2023-07-26 | A |
| ODFL | Old Dominion Freight Line, Inc. | Q2 2023 | 2023-07-26 | B |
| PKG | Packaging Corporation of America | Q2 2023 | 2023-07-25 | B+ |
| NVS | Novartis AG | Q2 2023 | 2023-07-18 | B+ |
| QBTS | D-Wave Quantum Inc. | Q1 2023 | 2023-05-19 | D |
| CDE | Coeur Mining, Inc. | Q1 2023 | 2023-05-11 | C+ |
| ULCC | Frontier Group Holdings, Inc. | Q1 2023 | 2023-05-07 | C+ |
| AMSF | AMERISAFE, Inc. | Q1 2023 | 2023-04-27 | A |
| EDU | New Oriental Education & Technology Grou | Q3 2023 | 2023-04-19 | B |
| BEAT | BioTelemetry's | Q4 2022 | 2023-03-17 | D |
| TACT | TransAct Technologies Incorporated | Q4 2022 | 2023-03-08 | A |
| AAOI | Applied Optoelectronics, Inc. | Q4 2022 | 2023-02-23 | C |
| BSM | Black Stone Minerals, L.P. | Q4 2022 | 2023-02-22 | B+ |
| KELYA | Kelly Services, Inc. | Q4 2022 | 2023-02-16 | D |
| ADPT | Adaptive Biotechnologies Corporation | Q4 2022 | 2023-02-14 | C+ |
| ACLS | Axcelis Technologies, Inc. | Q4 2022 | 2023-02-09 | A |
| CEIX | CONSOL Energy Inc. | Q4 2022 | 2023-02-07 | B |
| UAL | United Airlines Holdings, Inc. | Q4 2022 | 2023-01-18 | B |
| RELL | Richardson Electronics, Ltd. | Q2 2023 | 2023-01-05 | B+ |
| WGO | Winnebago Industries, Inc. | Q1 2023 | 2022-12-16 | D |
| A | Agilent Technologies, Inc. | Q4 2022 | 2022-11-21 | B+ |
| BEEM | Beam Global | Q3 2022 | 2022-11-10 | C+ |
| PCTY | Paylocity Holding Corporation | Q1 2023 | 2022-11-05 | A |
| CHE | Chemed Corporation | Q3 2022 | 2022-11-01 | B+ |
| GATX | GATX Corporation | Q3 2022 | 2022-10-25 | A |
| RICK | RCI Hospitality Holdings, Inc. | Q3 2022 | 2022-08-10 | A |
| CRL | Charles River Laboratories International | Q2 2022 | 2022-08-03 | C |
| EHC | Encompass Health Corporation | Q2 2022 | 2022-08-02 | C+ |
| SHW | The Sherwin-Williams Company | Q2 2022 | 2022-07-27 | D |
| THTX | Theratechnologies Inc. | Q2 2022 | 2022-07-14 | F |
| CTRN | Citi Trends, Inc. | Q1 2022 | 2022-05-24 | D |
| SQM | Sociedad Química y Minera de Chile S.A. | Q1 2022 | 2022-05-19 | C+ |
| REPX | Riley Exploration Permian, Inc. | Q2 2022 | 2022-05-15 | A |
| ZVIA | Zevia PBC | Q1 2022 | 2022-05-12 | B |
| FARM | Farmer Bros. Co. | Q3 2022 | 2022-05-07 | D |
| KTCC | Key Tronic Corporation | Q3 2022 | 2022-05-07 | C |
| BFIN | BankFinancial Corporation | Q1 2022 | 2022-05-06 | A |
| DRI | Darden Restaurants, Inc. | Q3 2022 | 2022-03-24 | B+ |
| FAT | FAT Brands Inc. | Q4 2021 | 2022-03-21 | F |
| BROS | Dutch Bros Inc. | Q4 2021 | 2022-03-02 | B+ |
| AZUL | Azul S.A. | Q4 2021 | 2022-02-24 | C+ |
| FLUX | Flux Power Holdings, Inc. | Q2 2022 | 2022-02-10 | D |
| GTES | Gates Industrial Corporation plc | Q4 2021 | 2022-02-07 | C+ |
| HFWA | Heritage Financial Corporation | Q4 2021 | 2022-01-27 | A |
| GFS | GLOBALFOUNDRIES Inc. | Q3 2021 | 2021-11-30 | A |
| SDIG | Stronghold Digital Mining, Inc. | Q3 2021 | 2021-11-30 | F |
| RCMT | RCM Technologies, Inc. | Q3 2021 | 2021-11-12 | B+ |
| NGS | Natural Gas Services Group, Inc. | Q3 2021 | 2021-11-11 | B+ |
| ENV | Envestnet, Inc. | Q3 2021 | 2021-11-08 | B+ |
| CYBR | CyberArk Software Ltd. | Q3 2021 | 2021-11-04 | B+ |
| INVE | Identiv, Inc. | Q3 2021 | 2021-11-02 | C+ |
| LMAT | LeMaitre Vascular, Inc. | Q3 2021 | 2021-10-29 | C+ |
| HSY | The Hershey Company | Q3 2021 | 2021-10-28 | C |
| ASAN | Asana, Inc. | Q2 2022 | 2021-09-01 | B+ |
| OWL | Blue Owl Capital Inc. | Q2 2021 | 2021-08-10 | B+ |
| KNDI | Kandi Technologies Group, Inc. | Q2 2021 | 2021-08-09 | F |
| SNDX | Syndax Pharmaceuticals, Inc. | Q2 2021 | 2021-08-09 | B |
| ICAD | iCAD, Inc. | Q2 2021 | 2021-08-08 | F |
| CRS | Carpenter Technology Corporation | Q4 2021 | 2021-08-01 | A |
| CLVT | Clarivate Plc | Q2 2021 | 2021-07-31 | B+ |
| NOV | NOV Inc. | Q2 2021 | 2021-07-28 | C+ |
| TENB | Tenable Holdings, Inc. | Q2 2021 | 2021-07-27 | A |
| DGX | Quest Diagnostics Incorporated | Q2 2021 | 2021-07-22 | B+ |
| KMX | CarMax, Inc. | Q3 2019 | 2018-12-21 | C |
| BKYI | BIO-key International, Inc. | Q3 2018 | 2018-11-15 | D |
| VPG | Vishay Precision Group, Inc. | Q3 2018 | 2018-11-11 | B |
| MYO | Myomo, Inc. | Q3 2018 | 2018-11-05 | C |
| UMH | UMH Properties, Inc. | Q3 2018 | 2018-11-02 | C+ |
| SNY | Sanofi | Q3 2018 | 2018-10-31 | B+ |
| FTK | Flotek Industries, Inc. | Q2 2018 | 2018-08-08 | F |
| GAIA | Gaia, Inc. | Q2 2018 | 2018-08-06 | B+ |
| ORAN | Orange SA | Q2 2018 | 2018-07-26 | B |
| VALE | Vale S.A. | Q2 2018 | 2018-07-26 | B |
| GSK | GSK plc | Q2 2018 | 2018-07-25 | B |
| NVGS | Navigator Holdings Ltd. | Q1 2018 | 2018-05-10 | C+ |
| FOSL | Fossil Group, Inc. | Q1 2018 | 2018-05-08 | C |
| JAZZ | Jazz Pharmaceuticals plc | Q1 2018 | 2018-05-08 | B |
| ZG | Zillow Group's | Q1 2018 | 2018-05-08 | C+ |
| ALLY | Ally Financial Inc. | Q1 2018 | 2018-04-26 | B+ |
| VRNT | Verint Systems Inc. | Q4 2018 | 2018-03-28 | B |
| TOUR | Tuniu Corporation | Q4 2017 | 2018-03-14 | D |
| MIDD | The Middleby Corporation | Q4 2017 | 2018-02-28 | C |
| INSM | Insmed Incorporated | Q4 2017 | 2018-02-23 | B |
| TSLX | Sixth Street Specialty Lending, Inc. | Q4 2017 | 2018-02-22 | C+ |
| ASTE | Astec Industries, Inc. | Q4 2017 | 2018-02-20 | B |
| MTSI | MACOM Technology Solutions Holdings, Inc | Q1 2018 | 2018-02-06 | C+ |
| IP | International Paper Company | Q4 2017 | 2018-02-01 | A |
| NYCB | New York Community Bancorp, Inc. | Q4 2017 | 2018-02-01 | B |
| AZO | AutoZone, Inc. | Q1 2018 | 2017-12-05 | C+ |
| HOLX | Hologic, Inc. | Q4 2017 | 2017-11-08 | D |
| RNG | RingCentral, Inc. | Q3 2017 | 2017-11-08 | B+ |
| WING | Wingstop Inc. | Q3 2017 | 2017-11-04 | B+ |
| SAMG | Silvercrest Asset Management Group Inc. | Q3 2017 | 2017-11-03 | A |
| HTLF | Heartland Financial USA, Inc. | Q3 2017 | 2017-10-30 | B+ |
| PRO | PROS Holdings, Inc. | Q3 2017 | 2017-10-26 | B+ |
| PDFS | PDF Solutions, Inc. | Q3 2017 | 2017-10-26 | B |
| IR | Ingersoll-Rand Plc | Q3 2017 | 2017-10-25 | B |
| IBTX | Independent Bank Group, Inc. | Q3 2017 | 2017-10-24 | A |
| PCH | PotlatchDeltic Corporation | Q3 2017 | 2017-10-24 | B+ |
| BPTH | Bio-Path Holdings, Inc. | Q2 2017 | 2017-08-10 | F |
| FRPT | Freshpet, Inc. | Q2 2017 | 2017-08-07 | B+ |
| USAC | USA Compression Partners, LP | Q2 2017 | 2017-08-04 | C+ |
| SBH | Sally Beauty Holdings, Inc. | Q3 2017 | 2017-08-03 | C |
| CCOI | Cogent Communications Holdings, Inc. | Q2 2017 | 2017-08-03 | B |
| FWRD | Forward Air Corporation | Q2 2017 | 2017-07-30 | B |
| UCTT | Ultra Clean Holdings, Inc. | Q2 2017 | 2017-07-27 | A |
| URI | United Rentals, Inc. | Q2 2017 | 2017-07-20 | B |
| RNST | Renasant Corporation | Q2 2017 | 2017-07-19 | A |
| VSAT | Viasat, Inc. | Q4 2017 | 2017-05-23 | C+ |
| PLAB | Photronics, Inc. | Q2 2017 | 2017-05-17 | C+ |
| ADAP | Adaptimmune Therapeutics plc | Q1 2017 | 2017-05-10 | D |
| AIT | Applied Industrial Technologies, Inc. | Q1 2017 | 2017-04-29 | A |
| ALSN | Allison Transmission Holdings, Inc. | Q1 2017 | 2017-04-29 | A |
| SAH | Sonic Automotive, Inc. | Q1 2017 | 2017-04-26 | C |
| TXN | Texas Instruments Incorporated | Q1 2017 | 2017-04-26 | B+ |
| SOHU | Sohu.com Limited | Q1 2017 | 2017-04-24 | F |
| FIVN | Five9, Inc. | Q4 2016 | 2017-02-17 | B+ |
| BLBD | Blue Bird Corporation | Q1 2017 | 2017-02-09 | B+ |
| AMZN | Amazon.com, Inc. | Q4 2016 | 2017-02-02 | D |
| CE | Celanese Corporation | Q4 2016 | 2017-02-01 | C+ |
| FIBK | First Interstate BancSystem, Inc. | Q4 2016 | 2017-01-27 | B+ |
| SYK | Stryker Corporation | Q4 2016 | 2017-01-24 | C+ |
| PNC | The PNC Financial Services Group, Inc. | Q4 2016 | 2017-01-13 | A |
| AEHR | Aehr Test Systems | Q2 2017 | 2017-01-05 | F |
| AMTX | Aemetis, Inc. | Q3 2016 | 2016-11-14 | F |
| FNV | Franco-Nevada Corporation | Q3 2016 | 2016-11-08 | B+ |
| BOH | Bank of Hawaii Corporation | Q3 2016 | 2016-10-24 | A |
| NDSN | Nordson Corporation | Q3 2016 | 2016-08-23 | A |
| FSM | Fortuna Silver Mines Inc. | Q2 2016 | 2016-08-09 | B |
| SQ | Square's | Q2 2016 | 2016-08-04 | A |
| MOD | Modine Manufacturing Company | Q1 2017 | 2016-08-03 | C+ |
| GEO | The GEO Group, Inc. | Q2 2016 | 2016-08-02 | B+ |
| CGNX | Cognex Corporation | Q2 2016 | 2016-08-01 | A |
| NGD | New Gold Inc. | Q2 2016 | 2016-07-31 | B |
| CBT | Cabot Corporation | Q3 2016 | 2016-07-31 | C+ |
| DLNG | Dynagas LNG Partners LP | Q2 2016 | 2016-07-30 | C |
| PESI | Perma-Fix Environmental Services, Inc. | Q1 2016 | 2016-05-17 | F |
| SEM | Select Medical Holdings Corporation | Q1 2016 | 2016-05-06 | C+ |
| TSE | Trinseo PLC | Q1 2016 | 2016-05-04 | A |
| ESE | ESCO Technologies Inc. | Q2 2016 | 2016-05-03 | A |
| UVE | Universal Insurance Holdings, Inc. | Q1 2016 | 2016-05-03 | C+ |
| INGR | Ingredion Incorporated | Q1 2016 | 2016-05-01 | B+ |
| RCL | Royal Caribbean Cruises Ltd. | Q1 2016 | 2016-04-29 | C+ |
| ACCO | ACCO Brands Corporation | Q1 2016 | 2016-04-27 | B+ |
| HDB | HDFC Bank Limited | Q4 2016 | 2016-04-22 | A |
| CAL | Caleres, Inc. | Q4 2015 | 2016-03-15 | C+ |
| SON | Sonoco Products Company | Q4 2015 | 2016-02-11 | B |
| BECN | Beacon Roofing Supply, Inc. | Q1 2016 | 2016-02-05 | B |
| IVZ | Invesco Ltd. | Q4 2015 | 2016-01-28 | C+ |
| SYNA | Synaptics Incorporated | Q2 2016 | 2016-01-28 | D |
FARM · Q3 2022 → YESThe question is: Is there a POSITIVE, CURRENT development in the company's business that management presents as going well, and does the Q&A produce MORE CONCRETE OPERATING DETAIL than the prepared re...YES The call highlights several positive current developments, but the clearest match to the criteria is the rollout of the CBE (coffee brewing equipment) white-label business. In prepared remarks, Deverl notes it is “progressing well” and “starting to become the point where we think we can import some numbers against 6 months or less,” with Scott adding that customer response and manufacturer partnerships are strong and they are recruiting a leader. In the Q&A, Gerry asks for an update, and Scott responds with fresh operational detail: they are recruiting a leader because customer response and manufacturer partnerships are strong, they are testing in five geographies, partners are asking them to go beyond those boundaries, and the rollout is sequenced by training technicians so the business can grow at a sustainable rate. This is additive, present-tense substance about actual execution (recruiting, geographic expansion, training) that was not in the prepared remarks.
RCL · Q1 2016 → YESThe question is: Is there a POSITIVE, CURRENT development in the company's business that management presents as going well, and does the Q&A produce MORE CONCRETE OPERATING DETAIL than the prepared re...YES The call shows a clear positive current development in North American demand for Caribbean and Alaska itineraries (strong close-in bookings, onboard spend, and yield performance), which management presents as genuinely occurring now. In the Q&A, analysts probe this repeatedly, and management’s answers add fresh, specific operational detail across multiple exchanges — ship repositioning and deployment plans (Anthem in New York, Harmony in Port Canaveral, Allure/Oasis/Liberty in Galveston), VOOM rollout timing and Celebrity’s Xcelerate introduction, Shanghai’s 50-60 % share of China business with capacity-driven yield pressure, and the 20 30 bps Easter/Holy Week yield swap — all of which go beyond the prepared remarks’ high-level statements about “strong close-in demand” and “onboard revenue up 8.7 %.
FIBK · Q4 2016 → YESThe question is whether there's a positive current development discussed in Q&A that adds more concrete operating detail than the prepared remarks. YES The Q&A adds concrete operational detail on the Cascade merger (regulator dialogue, systems integration plans including adopting Cascade’s SBA platform and using their backroom operations for disaster recovery) and on the loan pipeline (up significantly, spreads evenly across geographies and industries, good projected Q1 growth). These go beyond the prepared remarks’ high-level statements about the deal and pipeline push. The details concern actual execution and current activity, not projections or housekeeping. Multiple exchanges (Timur, Matt, Tim) probe and receive additive substance. The merger progress qualifies as a positive current development in the business. No other development meets the criteria as cleanly.