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Research firm
Deutsche Bank
Period: Reporting periods mapped to calendar 2024 Q3 – 2026 Q3 (9 quarters).
- Questions
- 1,593on tracked calls
- Challenge rate
- 8%120 of 1,593 questions
- Analysts
- 57with at least one question
- Companies
- 280questioned at least once
These figures cover the whole profile: every tracked question, all reporting periods.
How to read these numbers
Challenge rate is the share of questions that pushed back, pressed for specifics or questioned management’s assumptions. It describes how questions were asked on the calls tracked here; it does not measure whether any view turned out to be right.
Rounding. Rates are rounded to whole percentages, so a small share can show as 0% even when some questions were challenging. The count beside each rate is exact; “none of N questions” means no question was challenging.
No questions recorded. “—” means there is nothing to calculate: no questions were recorded for that period on the calls tracked here. It does not mean there was no activity.
Small samples. Profiles with fewer than 10 questions are marked Limited sample.
Reporting periods. Questions are grouped by the calendar quarter each company’s fiscal reporting period maps to, not by the date of the call. Periods without a calendar mapping are listed separately under their fiscal label.
Analysts
Most questions first. Each challenge rate shows the exact count behind it.
| Analyst | Companies | Questions | Challenge rate |
|---|---|---|---|
| Nicole DeBlase | 17 | 102 | 5%5 of 102 questions |
| Ross Seymore | 12 | 102 | 6%6 of 102 questions |
| Matt O'Connor | 14 | 102 | 13%13 of 102 questions |
| Steve Powers | 22 | 101 | 12%12 of 101 questions |
| Brian Bedell | 17 | 94 | 1%1 of 94 questions |
| Faiza Alwy | 12 | 91 | 8%7 of 91 questions |
| Dave Begleiter | 11 | 83 | 11%9 of 83 questions |
| Omotayo Okusanya | 18 | 81 | 10%8 of 81 questions |
| Scott Deuschle | 9 | 70 | 19%13 of 70 questions |
| Pito Chickering | 10 | 69 | 16%11 of 69 questions |
- Nicole DeBlase17 companies · 102 questions5%5 of 102 questions
- Ross Seymore12 companies · 102 questions6%6 of 102 questions
- Matt O'Connor14 companies · 102 questions13%13 of 102 questions
- Steve Powers22 companies · 101 questions12%12 of 101 questions
- Brian Bedell17 companies · 94 questions1%1 of 94 questions
- Faiza Alwy12 companies · 91 questions8%7 of 91 questions
- Dave Begleiter11 companies · 83 questions11%9 of 83 questions
- Omotayo Okusanya18 companies · 81 questions10%8 of 81 questions
- Scott Deuschle9 companies · 70 questions19%13 of 70 questions
- Pito Chickering10 companies · 69 questions16%11 of 69 questions
Show all 57 analysts
| Analyst | Companies | Questions | Challenge rate |
|---|---|---|---|
| Brad Zelnick | 13 | 68 | 4%3 of 68 questions |
| George Hill | 10 | 48 | 4%2 of 48 questions |
| Lauren Silberman | 6 | 47 | 4%2 of 47 questions |
| Bryan Kraft | 10 | 40 | 13%5 of 40 questions |
| Richa Harnain | 8 | 39 | 10%4 of 39 questions |
| Edison Yu | 6 | 36 | 3%1 of 36 questions |
| Benjamin Black | 7 | 33 | 3%1 of 33 questions |
| Lee Horowitz | 7 | 30 | 13%4 of 30 questions |
| Justin Bowers | 5 | 29 | 0%none of 29 questions |
| Krisztina Katai | 6 | 25 | 0%none of 25 questions |
| Mike Linenberg | 3 | 24 | 8%2 of 24 questions |
| James Shin | 7 | 23 | 4%1 of 23 questions |
| Melissa Weathers | 5 | 23 | 0%none of 23 questions |
| Andrew Krill | 2 | 23 | 4%1 of 23 questions |
| Cave Montazeri | 5 | 21 | 14%3 of 21 questions |
| Nate Svensson | 5 | 18 | 0%none of 18 questions |
| Steve Pizzella | 6 | 17 | 0%none of 17 questions |
| Collin Verron | 3 | 16 | 0%none of 16 questions |
| Carlo Santarelli | 5 | 15 | 0%none of 15 questions |
| Peter Abramowitz | 7 | 14 | 7%1 of 14 questions |
| Mark DeVries | 2 | 13 | 0%none of 13 questions |
| Gianmarco Conti | 2 | 12 | 0%none of 12 questions |
| Bhavin Shah | 2 | 11 | 0%none of 11 questions |
| Hillary Cacanando | 6 | 11 | 9%1 of 11 questions |
| Liam FitzpatrickLimited sample | 1 | 8 | 25%2 of 8 questions |
| Damian McNeilLimited sample | 2 | 7 | 0%none of 7 questions |
| Nathan SteinLimited sample | 2 | 6 | 0%none of 6 questions |
| Chris WoronkaLimited sample | 1 | 6 | 0%none of 6 questions |
| Emily FuscoLimited sample | 2 | 4 | 0%none of 4 questions |
| Rob SandersLimited sample | 1 | 4 | 0%none of 4 questions |
| Kaveh MonteseriLimited sample | 1 | 3 | 0%none of 3 questions |
| Benjamin SoffLimited sample | 2 | 3 | 0%none of 3 questions |
| Nate SteinLimited sample | 2 | 3 | 33%1 of 3 questions |
| Shannon DohertyLimited sample | 1 | 2 | 0%none of 2 questions |
| Kieran RyanLimited sample | 2 | 2 | 0%none of 2 questions |
| Hilary CatenoLimited sample | 1 | 2 | 0%none of 2 questions |
| Winnie DongLimited sample | 1 | 2 | 0%none of 2 questions |
| Chris BarnesLimited sample | 1 | 1 | 100%1 of 1 question |
| Rick GermainLimited sample | 1 | 1 | 0%none of 1 question |
| Nick GiovacchiniLimited sample | 1 | 1 | 0%none of 1 question |
| Jessica TaylorLimited sample | 1 | 1 | 0%none of 1 question |
| Diane McKinneyLimited sample | 1 | 1 | 0%none of 1 question |
| Kevin FogartyLimited sample | 1 | 1 | 0%none of 1 question |
| Samuel OhiomahLimited sample | 1 | 1 | 0%none of 1 question |
| Ben ShaverLimited sample | 1 | 1 | 0%none of 1 question |
| Conor PeaksLimited sample | 1 | 1 | 0%none of 1 question |
| Corinne BlanchardLimited sample | 1 | 1 | 0%none of 1 question |
- Brad Zelnick13 companies · 68 questions4%3 of 68 questions
- George Hill10 companies · 48 questions4%2 of 48 questions
- Lauren Silberman6 companies · 47 questions4%2 of 47 questions
- Bryan Kraft10 companies · 40 questions13%5 of 40 questions
- Richa Harnain8 companies · 39 questions10%4 of 39 questions
- Edison Yu6 companies · 36 questions3%1 of 36 questions
- Benjamin Black7 companies · 33 questions3%1 of 33 questions
- Lee Horowitz7 companies · 30 questions13%4 of 30 questions
- Justin Bowers5 companies · 29 questions0%none of 29 questions
- Krisztina Katai6 companies · 25 questions0%none of 25 questions
- Mike Linenberg3 companies · 24 questions8%2 of 24 questions
- James Shin7 companies · 23 questions4%1 of 23 questions
- Melissa Weathers5 companies · 23 questions0%none of 23 questions
- Andrew Krill2 companies · 23 questions4%1 of 23 questions
- Cave Montazeri5 companies · 21 questions14%3 of 21 questions
- Nate Svensson5 companies · 18 questions0%none of 18 questions
- Steve Pizzella6 companies · 17 questions0%none of 17 questions
- Collin Verron3 companies · 16 questions0%none of 16 questions
- Carlo Santarelli5 companies · 15 questions0%none of 15 questions
- Peter Abramowitz7 companies · 14 questions7%1 of 14 questions
- Mark DeVries2 companies · 13 questions0%none of 13 questions
- Gianmarco Conti2 companies · 12 questions0%none of 12 questions
- Bhavin Shah2 companies · 11 questions0%none of 11 questions
- Hillary Cacanando6 companies · 11 questions9%1 of 11 questions
- 25%2 of 8 questions
- 0%none of 7 questions
- 0%none of 6 questions
- 0%none of 6 questions
- 0%none of 4 questions
- 0%none of 4 questions
- 0%none of 3 questions
- 0%none of 3 questions
- 33%1 of 3 questions
- 0%none of 2 questions
- 0%none of 2 questions
- 0%none of 2 questions
- 0%none of 2 questions
- 100%1 of 1 question
- 0%none of 1 question
- 0%none of 1 question
- 0%none of 1 question
- 0%none of 1 question
- 0%none of 1 question
- 0%none of 1 question
- 0%none of 1 question
- 0%none of 1 question
- 0%none of 1 question
Companies
Most questions first, counting every analyst at this firm.
- DVADaVita21 questions
- FICOFair Isaac16 questions
- IVZInvesco14 questions
- DALDelta Air Lines13 questions
- IRIngersoll Rand13 questions
- MMM3M Company13 questions
- NOCNorthrop Grumman13 questions
- PNRPentair13 questions
- WMWaste Management13 questions
- APDAir Products12 questions
- MKCMcCormick & Company12 questions
- ACGLArch Capital Group12 questions
- MTBM&T Bank12 questions
- INTCIntel Corporation12 questions
- NXPINXP Semiconductors12 questions
- DRIDarden Restaurants11 questions
- ALBAlbemarle Corporation11 questions
- CMECME Group11 questions
- EFXEquifax11 questions
- CMGChipotle Mexican Grill11 questions
- ONON Semiconductor11 questions
- WYNNWynn Resorts11 questions
- JPMJPMorgan Chase & Co.10 questions
- ACHRArcher Aviation Inc.10 questions
Show all 280 companies
- CHDChurch & Dwight10 questions
- CPAYCorpay10 questions
- ECHOEchoStar Corporation10 questions
- ETNEaton Corporation10 questions
- ITGartner10 questions
- LUNRIntuitive Machines, Inc.10 questions
- QCOMQualcomm10 questions
- RDDTReddit, Inc.10 questions
- TFCTruist Financial10 questions
- UHSUniversal Health Services10 questions
- VLTOVeralto10 questions
- AMDAdvanced Micro Devices, Inc.10 questions
- DOCHealthpeak Properties10 questions
- MPWRMonolithic Power Systems10 questions
- TXNTexas Instruments10 questions
- ORCLOracle Corporation9 questions
- ADSKAutodesk9 questions
- CLXClorox9 questions
- PGThe Procter & Gamble Company9 questions
- TDGTransDigm Group9 questions
- ZSZscaler9 questions
- ASTSAST SpaceMobile, Inc.9 questions
- BACBank of America9 questions
- CRLCharles River Laboratories9 questions
- DDDuPont9 questions
- EXRExtra Space Storage9 questions
- HIIHuntington Ingalls Industries9 questions
- HONHoneywell International Inc.9 questions
- PNCPNC Financial Services9 questions
- SPOTSpotify Technology S.A.9 questions
- USBU.S. Bancorp9 questions
- VTRVentas9 questions
- WSTWest Pharmaceutical Services9 questions
- AREAlexandria Real Estate Equities9 questions
- CTASCintas8 questions
- MRVLMarvell Technology8 questions
- INTUIntuit8 questions
- CORCencora8 questions
- JCIJohnson Controls8 questions
- CDNSCadence Design Systems8 questions
- FCXFreeport-McMoRan8 questions
- GDGeneral Dynamics8 questions
- HWMHowmet Aerospace8 questions
- KEYKeyCorp8 questions
- LIILennox International8 questions
- LUVSouthwest Airlines8 questions
- POOLPool Corporation8 questions
- PPGPPG Industries8 questions
- QQnity Electronics, Inc.8 questions
- RTXRTX Corporation8 questions
- WFCWells Fargo8 questions
- HBANHuntington Bancshares8 questions
- SYKStryker Corporation8 questions
- CASYCasey's General Stores, Inc.7 questions
- CAHCardinal Health7 questions
- FDSFactSet7 questions
- PHParker Hannifin7 questions
- CCitigroup7 questions
- DPZDomino's7 questions
- AVGOBroadcom Inc.7 questions
- AXPAmerican Express Company7 questions
- CBOECboe Global Markets7 questions
- CFGCitizens Financial Group7 questions
- CTVACorteva7 questions
- ECLEcolab7 questions
- ELVElevance Health7 questions
- GEVGE Vernova7 questions
- HLTHilton Worldwide7 questions
- HOODRobinhood Markets, Inc.7 questions
- IFFInternational Flavors & Fragrances7 questions
- KOThe Coca-Cola Company7 questions
- LINLinde plc7 questions
- MCDMcDonald's Corporation7 questions
- MSCIMSCI7 questions
- NDAQNasdaq, Inc.7 questions
- ODFLOld Dominion Freight Line7 questions
- PEPPepsiCo7 questions
- RFRegions Financial Corporation7 questions
- RKLBRocket Lab USA, Inc.7 questions
- SBUXStarbucks7 questions
- SHWThe Sherwin-Williams Company7 questions
- SPGIS&P Global7 questions
- UALUnited Airlines Holdings7 questions
- BLDRBuilders FirstSource7 questions
- SNOWSnowflake Inc.6 questions
- MCKMcKesson Corporation6 questions
- WDAYWorkday, Inc.6 questions
- ELEstée Lauder Companies (The)6 questions
- FDXFedEx6 questions
- AMATApplied Materials6 questions
- AMEAmetek6 questions
- BXBlackstone Inc.6 questions
- BXPBXP, Inc.6 questions
- CSXCSX Corporation6 questions
- DGXQuest Diagnostics6 questions
- DOWDow Inc.6 questions
- FFord Motor Company6 questions
- HCAHCA Healthcare6 questions
- HSTHost Hotels & Resorts6 questions
- LHLabCorp6 questions
- LYBLyondellBasell6 questions
- OTISOtis Worldwide6 questions
- ROSTRoss Stores6 questions
- SCHWCharles Schwab Corporation6 questions
- SYFSynchrony Financial6 questions
- UNPUnion Pacific Corporation6 questions
- VRSKVerisk6 questions
- ALABAstera Labs, Inc. Common Stock6 questions
- GEGE Aerospace6 questions
- VRTVertiv Holdings Co6 questions
- BKNGBooking Holdings6 questions
- EXPEExpedia Group6 questions
- PSAPublic Storage6 questions
- EBAYeBay6 questions
- STZConstellation Brands5 questions
- LRCXLam Research5 questions
- PANWPalo Alto Networks5 questions
- ADBEAdobe Inc.5 questions
- BLKBlackRock5 questions
- CLColgate-Palmolive5 questions
- CNCCentene Corporation5 questions
- CRWVCoreWeave, Inc. Class A Common Stock5 questions
- EWEdwards Lifesciences5 questions
- IQVIQVIA5 questions
- KHCKraft Heinz5 questions
- KRKroger5 questions
- LMTLockheed Martin5 questions
- LVSLas Vegas Sands5 questions
- NSCNorfolk Southern Railway5 questions
- SPGSimon Property Group5 questions
- WELLWelltower5 questions
- APPApplovin Corp5 questions
- GSThe Goldman Sachs Group, Inc.5 questions
- LLYLilly (Eli)5 questions
- MRKMerck & Co., Inc.5 questions
- MGMMGM Resorts5 questions
- WBDWarner Bros. Discovery5 questions
- BNYBNY Mellon5 questions
- CBRECBRE Group5 questions
- CRMSalesforce, Inc.4 questions
- MSFTMicrosoft Corporation4 questions
- SYYSysco4 questions
- DISThe Walt Disney Company4 questions
- TECHBio-Techne4 questions
- APOApollo Global Management4 questions
- BAXBaxter International4 questions
- BENFranklin Resources4 questions
- CHRWC.H. Robinson4 questions
- CPTCamden Property Trust4 questions
- JBHTJ.B. Hunt4 questions
- KMBKimberly-Clark4 questions
- MOAltria4 questions
- ORealty Income4 questions
- TSMTaiwan Semiconductor Manufacturing Company Limited4 questions
- ULTAUlta Beauty4 questions
- AONAon4 questions
- CVSCVS Health4 questions
- FRTFederal Realty Investment Trust4 questions
- FTNTFortinet4 questions
- INCYIncyte4 questions
- SNPSSynopsys4 questions
- VMRKVivmark Residential4 questions
- ABNBAirbnb4 questions
- DASHDoorDash4 questions
- KKRKKR4 questions
- BAThe Boeing Company4 questions
- BMYBristol Myers Squibb4 questions
- NTRSNorthern Trust4 questions
- STTState Street Corporation4 questions
- WMTWalmart Inc.3 questions
- SJMJ.M. Smucker Company (The)3 questions
- BF-BBrown–Forman3 questions
- KLACKLA Corporation3 questions
- AFRMAffirm Holdings, Inc.3 questions
- ARMArm Holdings3 questions
- BALLBall Corporation3 questions
- ESSEssex Property Trust3 questions
- HSYHershey Company (The)3 questions
- ICEIntercontinental Exchange3 questions
- KIMKimco Realty3 questions
- MDTMedtronic3 questions
- NOWServiceNow3 questions
- PKGPackaging Corporation of America3 questions
- REGRegency Centers3 questions
- RSGRepublic Services3 questions
- SWSmurfit WestRock3 questions
- UDRUDR, Inc.3 questions
- UNHUnitedHealth Group Incorporated3 questions
- ADIAnalog Devices3 questions
- CICigna3 questions
- KLARKlarna Group plc3 questions
- UPSUnited Parcel Service3 questions
- KDPKeurig Dr Pepper3 questions
- PMPhilip Morris International3 questions
- SNAPSnap Inc.3 questions
- MAAMid-America Apartment Communities3 questions
- HUMHumana3 questions
- KVUEKenvue3 questions
- TAT&T3 questions
- TRVThe Travelers Companies, Inc.3 questions
- AMCRAmcor2 questions
- FOXFox Corporation (Class B)2 questions
- GISGeneral Mills2 questions
- TAPMolson Coors Beverage Company2 questions
- ABBVAbbVie2 questions
- DKNGDraftKings Inc.2 questions
- MARMarriott International2 questions
- SHOPShopify2 questions
- TMOThermo Fisher Scientific2 questions
- UUnity Software Inc.2 questions
- CVNACarvana Co.2 questions
- SKYDSkydance Corporation2 questions
- APTVAptiv2 questions
- ARESAres Management Corporation2 questions
- BSXBoston Scientific2 questions
- CARRCarrier Global2 questions
- GILDGilead Sciences2 questions
- RBLXRoblox Corporation2 questions
- TTTrane Technologies2 questions
- CARTMaplebear Inc.2 questions
- CHTRCharter Communications2 questions
- HIMSHims & Hers Health, Inc.2 questions
- LYVLive Nation Entertainment2 questions
- MCOMoody's Corporation2 questions
- METMetLife2 questions
- UBERUber2 questions
- VZVerizon Communications Inc.2 questions
- AJGArthur J. Gallagher & Co.2 questions
- ITWIllinois Tool Works2 questions
- TSLATesla, Inc.2 questions
- FITBFifth Third Bancorp2 questions
- CAGConagra Brands1 question
- CPBCampbell Soup Company1 question
- CRWDCrowdStrike1 question
- MUMicron Technology, Inc.1 question
- CSGPCoStar Group1 question
- FSLRFirst Solar1 question
- INVHInvitation Homes1 question
- PODDInsulet Corporation1 question
- SPCXSpace Exploration Technologies Corp.1 question
- TMUST-Mobile US, Inc.1 question
- AVYAvery Dennison1 question
- AVBAvalonBay Communities1 question
- EMREmerson Electric1 question
- MASMasco1 question
- PRUPrudential Financial1 question
- VVisa Inc.1 question
- MAMastercard1 question
- MNSTMonster Beverage1 question
- TROWT. Rowe Price1 question
- TTWOTake-Two Interactive1 question
- CELHCelsius Holdings, Inc.1 question
- HUBBHubbell Incorporated1 question
- SWKStanley Black & Decker1 question
- AMGNAmgen Inc.1 question
- DLTRDollar Tree1 question
Activity by reporting period
Questions recorded for each calendar quarter that companies’ reporting periods map to (not the call date), with the challenge rate for that period. Periods inside the range with no questions are shown as “No questions recorded”.
| Calendar period | Questions | Challenge rate | Analysts | Companies |
|---|---|---|---|---|
| 2024 Q3 | 17 | 6%1 of 17 questions | 11 | 16 |
| 2024 Q4 | 228 | 7%15 of 228 questions | 34 | 162 |
| 2025 Q1 | 236 | 7%16 of 236 questions | 41 | 171 |
| 2025 Q2 | 237 | 10%23 of 237 questions | 39 | 175 |
| 2025 Q3 | 220 | 8%18 of 220 questions | 37 | 165 |
| 2025 Q4 | 202 | 6%13 of 202 questions | 35 | 155 |
| 2026 Q1 | 224 | 4%10 of 224 questions | 37 | 160 |
| 2026 Q2 | 203 | 10%20 of 203 questions | 36 | 165 |
| 2026 Q3 | 26 | 15%4 of 26 questions | 8 | 21 |
- 2024 Q317 questions · challenge rate 6% (1 of 17 questions) · 11 analysts · 16 companies
- 2024 Q4228 questions · challenge rate 7% (15 of 228 questions) · 34 analysts · 162 companies
- 2025 Q1236 questions · challenge rate 7% (16 of 236 questions) · 41 analysts · 171 companies
- 2025 Q2237 questions · challenge rate 10% (23 of 237 questions) · 39 analysts · 175 companies
- 2025 Q3220 questions · challenge rate 8% (18 of 220 questions) · 37 analysts · 165 companies
- 2025 Q4202 questions · challenge rate 6% (13 of 202 questions) · 35 analysts · 155 companies
- 2026 Q1224 questions · challenge rate 4% (10 of 224 questions) · 37 analysts · 160 companies
- 2026 Q2203 questions · challenge rate 10% (20 of 203 questions) · 36 analysts · 165 companies
- 2026 Q326 questions · challenge rate 15% (4 of 26 questions) · 8 analysts · 21 companies
Topics and sectors
Topics tagged on this firm’s questions
- Demand443
- Competitive Dynamics338
- Revenue Growth323
- Margin255
- Pricing167
- Innovation & R&D154
- Cost Pressure144
- Product Launch141
- Capital Allocation140
- Guidance Reliability134
Show all 23 topics
- Cloud & AI126
- Capex Investment107
- Macroeconomic100
- M&A93
- Geographic Expansion87
- Regulation Policy85
- Subscriber Growth55
- Trade Tariffs54
- Supply Chain51
- Credit43
- Labor Market19
- Inventory9
- Fx7
Questions by company sector
- Industrials343
- Technology281
- Financial Services273
- Healthcare172
- Consumer Cyclical137
- Consumer Defensive122
- Real Estate104
- Basic Materials95
- Communication Services58
- Utilities7
- Energy1