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Research firm

Barclays

93 analysts asked questions on tracked earnings calls, covering 406 companies across 11 sectors.

Period: Reporting periods mapped to calendar 2024 Q3 – 2026 Q3 (9 quarters).

Questions
2,852on tracked calls
Challenge rate
9%260 of 2,852 questions
Analysts
93with at least one question
Companies
406questioned 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.

AnalystCompaniesQuestionsChallenge rate
Nick Campanella262484%10 of 248 questions
Julian Mitchell232269%21 of 226 questions
Ben Budish171223%4 of 122 questions
Tom O'Malley201204%5 of 120 questions
Alex Scott171169%11 of 116 questions
Brandt Montour99615%14 of 96 questions
Theresa Chen8935%5 of 93 questions
Tim Long159110%9 of 91 questions
Saket Kalia11915%5 of 91 questions
Andrew Lazar88822%19 of 88 questions
  • Nick Campanella
    26 companies · 248 questions
    4%10 of 248 questions
  • Julian Mitchell
    23 companies · 226 questions
    9%21 of 226 questions
  • Ben Budish
    17 companies · 122 questions
    3%4 of 122 questions
  • Tom O'Malley
    20 companies · 120 questions
    4%5 of 120 questions
  • Alex Scott
    17 companies · 116 questions
    9%11 of 116 questions
  • Brandt Montour
    9 companies · 96 questions
    15%14 of 96 questions
  • Theresa Chen
    8 companies · 93 questions
    5%5 of 93 questions
  • Tim Long
    15 companies · 91 questions
    10%9 of 91 questions
  • Saket Kalia
    11 companies · 91 questions
    5%5 of 91 questions
  • Andrew Lazar
    8 companies · 88 questions
    22%19 of 88 questions
Show all 93 analysts
AnalystCompaniesQuestionsChallenge rate
Lauren Lieberman148726%23 of 87 questions
Manav Patnaik12859%8 of 85 questions
Raimo Lenschow12704%3 of 70 questions
Seth Sigman10699%6 of 69 questions
Andrew Mok96922%15 of 69 questions
Brendan Lynch9679%6 of 67 questions
Betty Jiang11665%3 of 66 questions
Rich Hightower16656%4 of 65 questions
Matthew Bouley66511%7 of 65 questions
Ben Theurer76113%8 of 61 questions
Ross Sandler12572%1 of 57 questions
Matt Miksic14540%none of 54 questions
Brandon Oglenski11549%5 of 54 questions
Dan Levy55313%7 of 53 questions
Jeff Bernstein84717%8 of 47 questions
Adrienne Yih8405%2 of 40 questions
Guy Hardwick6388%3 of 38 questions
David Anderson3346%2 of 34 questions
Michael Lonegan8346%2 of 34 questions
Luke Sergott8336%2 of 33 questions
Kannan Venkateshwar62917%5 of 29 questions
Terry Ma42917%5 of 29 questions
George Wang5220%none of 22 questions
Trevor Young62020%4 of 20 questions
Mike Leithead81822%4 of 18 questions
Glenn Santangelo81822%4 of 18 questions
Will Grippin4176%1 of 17 questions
Ronan Kennedy3170%none of 17 questions
Gaurav Jain31638%6 of 16 questions
Gena Wang3157%1 of 15 questions
Fei She3150%none of 15 questions
Alyssa Shreves4140%none of 14 questions
Richard Garchitorena6140%none of 14 questions
Ellie Merle4120%none of 12 questions
Taylor Scott5110%none of 11 questions
Pallav MittalLimited sample3922%2 of 9 questions
Eric MorganLimited sample4922%2 of 9 questions
Jason WayneLimited sample290%none of 9 questions
Joshua KornLimited sample4922%2 of 9 questions
John BabcockLimited sample280%none of 8 questions
Eliana MerleLimited sample3714%1 of 7 questions
Brendan PopsonLimited sample370%none of 7 questions
Anna KruszenskiLimited sample370%none of 7 questions
Dave ZazulaLimited sample1633%2 of 6 questions
Rahi ParikhLimited sample450%none of 5 questions
Nathan RichardsonLimited sample150%none of 5 questions
Priya Ohri-GuptaLimited sample440%none of 4 questions
Unknown AnalystLimited sample340%none of 4 questions
Balaji PrasadLimited sample240%none of 4 questions
Nik CremoLimited sample230%none of 3 questions
Stephanie DavisLimited sample330%none of 3 questions
Christine ChoLimited sample2367%2 of 3 questions
Ryan PowderlyLimited sample2333%1 of 3 questions
Harry MateerLimited sample230%none of 3 questions
Rachael RaycroftLimited sample120%none of 2 questions
Paul KearneyLimited sample120%none of 2 questions
Sydnie RohmeLimited sample120%none of 2 questions
Wei JiangLimited sample220%none of 2 questions
Elizabeth LanganLimited sample120%none of 2 questions
Kyle BleusteinLimited sample120%none of 2 questions
Sheldon McMeansLimited sample220%none of 2 questions
Anika DholakiaLimited sample120%none of 2 questions
Ryan MacWilliamsLimited sample120%none of 2 questions
Matt PanLimited sample110%none of 1 question
Monifin NayakLimited sample110%none of 1 question
Angus KelleherLimited sample110%none of 1 question
Anisha DattLimited sample110%none of 1 question
Peter LawsonLimited sample110%none of 1 question
Elisa ShreeLimited sample110%none of 1 question
Katie GrafsteinLimited sample110%none of 1 question
Salem SalemLimited sample110%none of 1 question
Oliver HuLimited sample110%none of 1 question
Emily FieldLimited sample110%none of 1 question
Melissa ShreveLimited sample110%none of 1 question
Julien RochLimited sample110%none of 1 question
Etzer DaroutLimited sample110%none of 1 question
Brandon O'GrinceyLimited sample110%none of 1 question
Kate GraftonLimited sample110%none of 1 question
Nick PrimoLimited sample110%none of 1 question
Ryan LavinLimited sample110%none of 1 question
Nick IgneriLimited sample110%none of 1 question
John CoffeyLimited sample110%none of 1 question
Jiong ShaoLimited sample110%none of 1 question
  • Lauren Lieberman
    14 companies · 87 questions
    26%23 of 87 questions
  • Manav Patnaik
    12 companies · 85 questions
    9%8 of 85 questions
  • Raimo Lenschow
    12 companies · 70 questions
    4%3 of 70 questions
  • Seth Sigman
    10 companies · 69 questions
    9%6 of 69 questions
  • Andrew Mok
    9 companies · 69 questions
    22%15 of 69 questions
  • Brendan Lynch
    9 companies · 67 questions
    9%6 of 67 questions
  • Betty Jiang
    11 companies · 66 questions
    5%3 of 66 questions
  • Rich Hightower
    16 companies · 65 questions
    6%4 of 65 questions
  • Matthew Bouley
    6 companies · 65 questions
    11%7 of 65 questions
  • Ben Theurer
    7 companies · 61 questions
    13%8 of 61 questions
  • Ross Sandler
    12 companies · 57 questions
    2%1 of 57 questions
  • Matt Miksic
    14 companies · 54 questions
    0%none of 54 questions
  • Brandon Oglenski
    11 companies · 54 questions
    9%5 of 54 questions
  • Dan Levy
    5 companies · 53 questions
    13%7 of 53 questions
  • Jeff Bernstein
    8 companies · 47 questions
    17%8 of 47 questions
  • Adrienne Yih
    8 companies · 40 questions
    5%2 of 40 questions
  • Guy Hardwick
    6 companies · 38 questions
    8%3 of 38 questions
  • David Anderson
    3 companies · 34 questions
    6%2 of 34 questions
  • Michael Lonegan
    8 companies · 34 questions
    6%2 of 34 questions
  • Luke Sergott
    8 companies · 33 questions
    6%2 of 33 questions
  • Kannan Venkateshwar
    6 companies · 29 questions
    17%5 of 29 questions
  • Terry Ma
    4 companies · 29 questions
    17%5 of 29 questions
  • George Wang
    5 companies · 22 questions
    0%none of 22 questions
  • Trevor Young
    6 companies · 20 questions
    20%4 of 20 questions
  • Mike Leithead
    8 companies · 18 questions
    22%4 of 18 questions
  • Glenn Santangelo
    8 companies · 18 questions
    22%4 of 18 questions
  • Will Grippin
    4 companies · 17 questions
    6%1 of 17 questions
  • Ronan Kennedy
    3 companies · 17 questions
    0%none of 17 questions
  • Gaurav Jain
    3 companies · 16 questions
    38%6 of 16 questions
  • Gena Wang
    3 companies · 15 questions
    7%1 of 15 questions
  • Fei She
    3 companies · 15 questions
    0%none of 15 questions
  • Alyssa Shreves
    4 companies · 14 questions
    0%none of 14 questions
  • Richard Garchitorena
    6 companies · 14 questions
    0%none of 14 questions
  • Ellie Merle
    4 companies · 12 questions
    0%none of 12 questions
  • Taylor Scott
    5 companies · 11 questions
    0%none of 11 questions
  • Pallav MittalLimited sample
    3 companies · 9 questions
    22%2 of 9 questions
  • Eric MorganLimited sample
    4 companies · 9 questions
    22%2 of 9 questions
  • Jason WayneLimited sample
    2 companies · 9 questions
    0%none of 9 questions
  • Joshua KornLimited sample
    4 companies · 9 questions
    22%2 of 9 questions
  • John BabcockLimited sample
    2 companies · 8 questions
    0%none of 8 questions
  • Eliana MerleLimited sample
    3 companies · 7 questions
    14%1 of 7 questions
  • Brendan PopsonLimited sample
    3 companies · 7 questions
    0%none of 7 questions
  • Anna KruszenskiLimited sample
    3 companies · 7 questions
    0%none of 7 questions
  • Dave ZazulaLimited sample
    1 company · 6 questions
    33%2 of 6 questions
  • Rahi ParikhLimited sample
    4 companies · 5 questions
    0%none of 5 questions
  • Nathan RichardsonLimited sample
    1 company · 5 questions
    0%none of 5 questions
  • Priya Ohri-GuptaLimited sample
    4 companies · 4 questions
    0%none of 4 questions
  • Unknown AnalystLimited sample
    3 companies · 4 questions
    0%none of 4 questions
  • Balaji PrasadLimited sample
    2 companies · 4 questions
    0%none of 4 questions
  • Nik CremoLimited sample
    2 companies · 3 questions
    0%none of 3 questions
  • Stephanie DavisLimited sample
    3 companies · 3 questions
    0%none of 3 questions
  • Christine ChoLimited sample
    2 companies · 3 questions
    67%2 of 3 questions
  • Ryan PowderlyLimited sample
    2 companies · 3 questions
    33%1 of 3 questions
  • Harry MateerLimited sample
    2 companies · 3 questions
    0%none of 3 questions
  • Rachael RaycroftLimited sample
    1 company · 2 questions
    0%none of 2 questions
  • Paul KearneyLimited sample
    1 company · 2 questions
    0%none of 2 questions
  • Sydnie RohmeLimited sample
    1 company · 2 questions
    0%none of 2 questions
  • Wei JiangLimited sample
    2 companies · 2 questions
    0%none of 2 questions
  • Elizabeth LanganLimited sample
    1 company · 2 questions
    0%none of 2 questions
  • Kyle BleusteinLimited sample
    1 company · 2 questions
    0%none of 2 questions
  • Sheldon McMeansLimited sample
    2 companies · 2 questions
    0%none of 2 questions
  • Anika DholakiaLimited sample
    1 company · 2 questions
    0%none of 2 questions
  • Ryan MacWilliamsLimited sample
    1 company · 2 questions
    0%none of 2 questions
  • Matt PanLimited sample
    1 company · 1 question
    0%none of 1 question
  • Monifin NayakLimited sample
    1 company · 1 question
    0%none of 1 question
  • Angus KelleherLimited sample
    1 company · 1 question
    0%none of 1 question
  • Anisha DattLimited sample
    1 company · 1 question
    0%none of 1 question
  • Peter LawsonLimited sample
    1 company · 1 question
    0%none of 1 question
  • Elisa ShreeLimited sample
    1 company · 1 question
    0%none of 1 question
  • Katie GrafsteinLimited sample
    1 company · 1 question
    0%none of 1 question
  • Salem SalemLimited sample
    1 company · 1 question
    0%none of 1 question
  • Oliver HuLimited sample
    1 company · 1 question
    0%none of 1 question
  • Emily FieldLimited sample
    1 company · 1 question
    0%none of 1 question
  • Melissa ShreveLimited sample
    1 company · 1 question
    0%none of 1 question
  • Julien RochLimited sample
    1 company · 1 question
    0%none of 1 question
  • Etzer DaroutLimited sample
    1 company · 1 question
    0%none of 1 question
  • Brandon O'GrinceyLimited sample
    1 company · 1 question
    0%none of 1 question
  • Kate GraftonLimited sample
    1 company · 1 question
    0%none of 1 question
  • Nick PrimoLimited sample
    1 company · 1 question
    0%none of 1 question
  • Ryan LavinLimited sample
    1 company · 1 question
    0%none of 1 question
  • Nick IgneriLimited sample
    1 company · 1 question
    0%none of 1 question
  • John CoffeyLimited sample
    1 company · 1 question
    0%none of 1 question
  • Jiong ShaoLimited sample
    1 company · 1 question
    0%none of 1 question

Companies

Most questions first, counting every analyst at this firm.

Show all 406 companies

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”.

Questions by calendar reporting period
Calendar periodQuestionsChallenge rateAnalystsCompanies
2024 Q34414%6 of 44 questions2033
2024 Q44248%33 of 424 questions56272
2025 Q140910%39 of 409 questions50269
2025 Q24149%38 of 414 questions56276
2025 Q34009%35 of 400 questions45269
2025 Q44109%37 of 410 questions49275
2026 Q138211%41 of 382 questions53254
2026 Q23119%27 of 311 questions48243
2026 Q3587%4 of 58 questions1543
  1. 2024 Q344 questions · challenge rate 14% (6 of 44 questions) · 20 analysts · 33 companies
  2. 2024 Q4424 questions · challenge rate 8% (33 of 424 questions) · 56 analysts · 272 companies
  3. 2025 Q1409 questions · challenge rate 10% (39 of 409 questions) · 50 analysts · 269 companies
  4. 2025 Q2414 questions · challenge rate 9% (38 of 414 questions) · 56 analysts · 276 companies
  5. 2025 Q3400 questions · challenge rate 9% (35 of 400 questions) · 45 analysts · 269 companies
  6. 2025 Q4410 questions · challenge rate 9% (37 of 410 questions) · 49 analysts · 275 companies
  7. 2026 Q1382 questions · challenge rate 11% (41 of 382 questions) · 53 analysts · 254 companies
  8. 2026 Q2311 questions · challenge rate 9% (27 of 311 questions) · 48 analysts · 243 companies
  9. 2026 Q358 questions · challenge rate 7% (4 of 58 questions) · 15 analysts · 43 companies

Topics and sectors

Topics tagged on this firm’s questions

  • Demand816
  • Revenue Growth558
  • Competitive Dynamics541
  • Margin501
  • Pricing337
  • Guidance Reliability285
  • Capital Allocation283
  • Capex Investment279
  • Regulation Policy243
  • Innovation & R&D220
Show all 23 topics
  • Cost Pressure217
  • Cloud & AI214
  • M&A188
  • Product Launch181
  • Trade Tariffs127
  • Macroeconomic126
  • Geographic Expansion124
  • Supply Chain104
  • Credit78
  • Subscriber Growth77
  • Inventory34
  • Labor Market16
  • Fx8

Questions by company sector

  • Technology521
  • Industrials393
  • Consumer Cyclical352
  • Utilities308
  • Financial Services305
  • Consumer Defensive284
  • Healthcare241
  • Energy199
  • Real Estate143
  • Basic Materials57
  • Communication Services49