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Analyst
Taylor McGinnis
Period: Reporting periods mapped to calendar 2024 Q4 – 2026 Q3 (8 quarters).
- Questions
- 20on tracked calls
- Challenge rate
- 5%1 of 20 questions
- Companies
- 3questioned at least once
- Reporting periods
- 8with questions
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.
Fewer than 3 questions. A company-level rate is withheld when fewer than 3 questions were recorded for that company; the questions are still counted everywhere else.
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.
Questions asked
Grouped by company, most questions first. Open a company to read its questions, newest reporting period first.
Showing 20 of 20 questions from 3 companies
ADSKAutodesk7 questions · 6 reporting periods · 1 of 7 challenging
Calendar 2026 Q3
is it possible that, that at some point starts to become a headwind to billings growth?
Show response
Janesh flagged the moving parts for fiscal '28 (transaction-model benefit not recurring, full-year MaintainX, continued productivity normalization) but said it was early to guide, emphasizing that core drivers like renewals, EBAs, construction, and operations remain strong. Partial by design given it is early for FY28.
Calendar 2026 Q2
Was there any pull forward of deals into 1Q, or is that just a reflection of the impact from some of the sales changes
Show response
Janesh attributed the billings/revenue profile to sales-reorg timing rather than deal pull-forward. Direct.
Calendar 2025 Q4
can you just help us unpack the mechanics there a little bit more
Show response
Janesh provided detailed FY27 modeling framework: annual billing transition completes in Q1 FY27, normalizing billings/FCF growth. NTM impact smaller in FY27 than FY26. Incremental margin headwinds from NTM. Underlying business performing consistently well.
When you speak with customers regarding their spending plans across AEC manufacturing and M&E for calendar 2026
Show response
Andrew said customers investing in digital infrastructure to prepare for future productivity enhancements. Most flagging continuation of investment levels, some areas flagging increased investment. No changes in consistency.
Calendar 2025 Q3
could you just maybe walk us through how your expectations for expense growth for the year have changed
Show response
Janesh clarified ~2/3 incremental margin flow-through on the underlying basis, with strong cost discipline and restructuring plan implemented well. Some timing effects quarter to quarter.
Calendar 2025 Q2
just how are you thinking about, you know, the reinvestment of those savings today? Have your views at all changed?
Show response
Janesh confirmed spend plan unchanged, Q1 revenue outperformance flowing to bottom line. Full-year spending growth at 4% CC vs 7% in FY25. Multiyear journey with ongoing optimization.
Calendar 2025 Q1
can you just break down and quantify the drivers of that expansion. So how much is from cost savings
Show response
Janesh couldn't break apart savings vs reinvestment (integrated plan) but noted spending growth slowing from 7% to 4%, and committed to further FY27 margin expansion with details at Investor Day.
TWLOTwilio Inc.7 questions · 5 reporting periods · 0 of 7 challenging
Calendar 2026 Q2
as we look at the 3Q guide, it implies that the strength that you saw in the first half of the year is going to continue
Show response
Aidan declined to break Q3 down by segment, recapped broad Q2 strength, and said 5% plus beats are not the new norm given tougher Voice and add-on comparisons.
Calendar 2026 Q1
is there any way to quantify, I guess, how much of that led to the acceleration that you guys saw in 1Q?
Show response
Aidan said RCS and AI natives are not contributing meaningfully; Messaging is up about 18% operationally, in line with its mid- to high-teens trend.
Calendar 2025 Q4
can you offer us what the operating income margin guide would have been relative to the 8.5% reported number
Show response
Aidan sized the fee drag at about 60 to 70 basis points of operating margin and said Q1 opex is heavier on a full quarter of Stytch and product investments.
how are you thinking about the durability of double-digit growth potentially?
Show response
Khozema pointed to broad-based strength across products and the highest Q1 guide in 3 years rather than messaging-specific drivers.
Calendar 2025 Q3
So any early signs on what you guys are expecting there and maybe the puts and the takes of some of these emerging
Show response
Aidan cited a tough holiday comparison and a more mixed macro that make holiday volumes harder to predict, but gave no early holiday read.
So just curious if anything surprised you guys or if there was any areas that performed better than expected?
Show response
Aidan said nothing surprised and listed ISV and self-serve both up 20% plus, accelerating software add-ons and healthy volumes across industries.
Calendar 2025 Q2
if I look at the implied organic guide, it looks like at the high end, it implies growth around 7% for 4Q
Show response
CFO tied the implied slowdown to tougher comparisons from last year's political messaging traffic and deliverability tools, without naming incremental upside for Q4.
INTUIntuit6 questions · 6 reporting periods · 0 of 6 challenging
Calendar 2026 Q3
you placed a big emphasis on the new customer growth, mentioned online customer growth, in particular, decelerated
Show response
Sasan pointed to a nearly $200 billion TAM only 7% penetrated, and said the focus on mid-market and money/workforce services taught Intuit the cohorts, go-to-market and platform motions to acquire customers. With QuickBooks Free and QuickBooks Lite recently introduced (over 20,000 active or upgraded customers in the last month monetized via payments), he expressed confidence in accelerating low-end acquisition alongside mid-market.
Calendar 2026 Q2
excluding Mailchimp, there was a bit of a deceleration in the online businesses, particularly on the services side
Show response
Sandeep explained Q2 had a seasonal benefit from tax-related payroll items (1099s) that did not repeat in Q3, causing the optical deceleration. Expressed confidence in strategy via mid-market IES scaling, QuickBooks Workforce launch, and money platform momentum.
Calendar 2025 Q4
it would be helpful if you could just offer some additional color on the drivers of growth
Show response
Sandeep cited continued GBSG online strength, mid-market momentum, and CK partner engagement. Desktop expected to decelerate in H2. CK comps get harder in H2 but key growth vectors continue executing.
Calendar 2025 Q3
can you maybe talk through the drivers of that performance and how durable you think some of those trends could be as we go into 2026?
Show response
Sandeep attributed Q4 acceleration to mid-market scaling plus new lineup introduction and innovation in money portfolio. FY26 decel driven by less pricing actions, not underlying momentum deterioration.
Calendar 2025 Q1
I think you said that, that accelerated to 30% growth excluding Mailchimp, which is really solid
Show response
Sasan cited holistic money platform strength including payments, bill pay, credit. Sandeep added payment volume up 18% this quarter vs 17% last quarter.
Calendar 2024 Q4
if I look at the operating margin guide for the second half, it looks higher than what you guys have done in past years
Show response
Sandeep explained front-loaded investments in consumer marketing, mid-market sales force training, and GBS campaigns will yield higher returns in the back half as efficiency ramps.
Challenge rate by company
Every company this analyst questioned, most questions first. A company-level rate is shown from 3 questions; below that it is withheld.
| Company | Questions | Challenge rate |
|---|---|---|
| ADSK Autodesk | 7 | 14%1 of 7 questions |
| TWLO Twilio Inc. | 7 | 0%none of 7 questions |
| INTU Intuit | 6 | 0%none of 6 questions |
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 | Companies |
|---|---|---|---|
| 2024 Q4 | 1 | 0%none of 1 question | 1 |
| 2025 Q1 | 2 | 0%none of 2 questions | 2 |
| 2025 Q2 | 2 | 0%none of 2 questions | 2 |
| 2025 Q3 | 4 | 0%none of 4 questions | 3 |
| 2025 Q4 | 5 | 0%none of 5 questions | 3 |
| 2026 Q1 | 1 | 0%none of 1 question | 1 |
| 2026 Q2 | 3 | 0%none of 3 questions | 3 |
| 2026 Q3 | 2 | 50%1 of 2 questions | 2 |
- 2024 Q41 question · challenge rate 0% (none of 1 question) · 1 company
- 2025 Q12 questions · challenge rate 0% (none of 2 questions) · 2 companies
- 2025 Q22 questions · challenge rate 0% (none of 2 questions) · 2 companies
- 2025 Q34 questions · challenge rate 0% (none of 4 questions) · 3 companies
- 2025 Q45 questions · challenge rate 0% (none of 5 questions) · 3 companies
- 2026 Q11 question · challenge rate 0% (none of 1 question) · 1 company
- 2026 Q23 questions · challenge rate 0% (none of 3 questions) · 3 companies
- 2026 Q32 questions · challenge rate 50% (1 of 2 questions) · 2 companies
Topics
Topics tagged on this analyst’s questions.
- Revenue Growth13
- Guidance Reliability7
- Demand6
- Margin5
- Cost Pressure4
- Macroeconomic2
- Pricing2
- Subscriber Growth1
- Competitive Dynamics1