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Analyst
Elizabeth Porter
Period: Reporting periods mapped to calendar 2024 Q4 – 2026 Q3 (8 quarters).
- Questions
- 31on tracked calls
- Challenge rate
- 3%1 of 31 questions
- Companies
- 6questioned 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 31 of 31 questions from 6 companies
ADSKAutodesk11 questions · 6 reporting periods · 1 of 11 challenging
Calendar 2026 Q3
I'd love to better understand what you're seeing thus far, whether any changes in new logo activation, repeat token purchases or lower checkout abandonment, how the change can be economically accre...
Show response
Andrew said the customer-driven Flex minimum reduction is driving downmarket adoption and has been net accretive, framing it as part of the long-term strategy to integrate Flex deeper into the business. Direct answer.
Calendar 2025 Q4
where are you seeing the most outsized success that's driving up the full-year view
Show response
Janesh identified same levers near-term and long-term: GTM optimization reducing S&M as % of revenue, inherent operating leverage demonstrated for years. Cloud/AI workloads accretive to gross profit dollars but headwind to gross margin. R&D driving efficiency through common platform components.
are these product improvements translating into observable changes in multiproduct adoption or expansion activity
Show response
Andrew outlined AI monetization progression: tasks (highly retentive, protective), workflows (incremental monetization opportunities, some included in subscription, some charged separately), systems (most value capture, further down pipeline). Multi-year journey.
Calendar 2025 Q3
how have your customer conversations evolved? And how should we think about the potential for disruption risk
Show response
Andrew noted customers coping well with tariff pressures. Guidance maintains same cautious H2 assumptions. Janesh flagged tougher NTM comps in H2 and acquisition lapping.
How are you seeing channel productivity and execution, particularly on that new business side
Show response
Andrew described a steady stair-like pattern of partner new business increases as partners lap NTM rollouts and customers get comfortable with renewal motions.
Calendar 2025 Q2
are there any particular areas where you see the opportunity to launch more AI functionality?
Show response
Andrew outlined more productivity tools targeting repeatable processes, Forma AI expanding BIM to smaller companies, and long-term monetization potential once value is demonstrated.
could you just provide a little bit more color on what you're seeing? And is there any point in the year where you feel like we would be getting more comfortable
Show response
Andrew acknowledged some disruption but noted offsetting momentum from store growth and upfront revenue. New CRO in place, acting CRO bridging transition. Risk factored in and under control.
Calendar 2025 Q1
could you just help us understand a bit more what are some of the near-term versus longer-term key milestones
Show response
Andrew laid out a continuum: marketing optimization first, then tighter channel partner integration, then maximizing self-service returns, all delivering long-term margin improvement.
how should we think about the base of business that could be applicable to self-service
Show response
Andrew described broad self-service applicability: seat management, usage visibility, upsell/cross-sell, and automated low-value support, with immediate reinvestment in these capabilities.
Calendar 2024 Q4
I was curious if that had any impact on new business demand kind of more recently
Show response
Betsy acknowledged slower new business growth but attributed it broadly to macro, COVID, Russia exit, and elections rather than specifically to channel partner onboarding strain.
it looks like guidance implies a bigger step down in growth in Q4 just despite an easier year ago compare
Show response
Betsy listed headwinds and tailwinds (co-terming, FX, buy-sell business) but didn't directly quantify the Q4 step-down, expressing confidence in Q4 expectations.
GDDYGoDaddy10 questions · 5 reporting periods · 0 of 10 challenging
Calendar 2026 Q2
when do you think pricing and bundling can resume to contribute to ARPU and bookings?
Show response
Mark said pricing/bundling still contributes and will evolve as Websites + Marketing capabilities move into Airo.
Could you just help us unpack some of the bigger drivers of growth factors between things like new paying customer additions
Show response
Early Airo growth came mostly from existing customers; new-customer sign-ups picking up with initial marketing and better free-to-paid conversion.
Calendar 2025 Q3
as customers increasingly shift towards conversational or some of these AI-driven interfaces that may be sitting just outside of the traditional website real estate
Show response
Aman positioned GoDaddy as preparing to surface customer content across LLMs and agentic browsers. Acknowledged very early stage for AI commerce. Direct and forward-looking.
could you provide a little bit more color on what exactly you're seeing as it relates to the strengthening dynamics?
Show response
Mark broke it down into volume (renewals, attach, new customers) and pricing/bundling value, both contributing equally. Direct and analytical.
Calendar 2025 Q2
as you think about the expansion of capabilities, are there certain areas of workflows that you are highly focused on kind of near term?
Show response
Aman focused on entrepreneurs wheel as core scope, with partner integrations enabled by agentic AI coding as the surprise element. Predicted significant partner ecosystem growth in 6 months.
how is GoDaddy managing its own impact by SEO? I know you guys have a big brand recognition, so it might not be as impactful.
Show response
Aman confirmed GoDaddy compensating for SEO changes through channel diversification and improved conversion. Teased autonomous SEO optimization agent for customers.
Calendar 2025 Q1
I was hoping to get some early signs and rates from the Airo Plus that just launched, as in Q4. Any feedback on the pricing in particular?
Show response
Aman noted encouragement but declined to share specific Airo Plus metrics, citing it being less than a quarter old. Partial, deferred to future quarters.
any signals that we could be deriving from kind of your conversations that may be clouded when we look at things like small business sentiment index
Show response
Aman acknowledged some pressure in April survey data on economic outlook but emphasized customer resilience within five-year norms. Transparent and balanced response.
Calendar 2024 Q4
How should we think about the relative benefit of this strategy to these areas in 2025? Compared to the impact the strategy had on our productivity in 2024.
Show response
Aman pushed back on narrow productivity focus, emphasizing the broader customer base and product set as the opportunity scope.
should we think about the opportunity as really skewed towards the new customer side or do some of the products like site optimization allow you to actually dip back into that installed base
Show response
Aman confirmed Site Optimizer targets existing customers and can improve any site. Both new and installed base are opportunities.
TWLOTwilio Inc.5 questions · 4 reporting periods · 0 of 5 challenging
Calendar 2026 Q2
I wanted to follow up on the new console where you noted that the majority of existing customers have migrated
Show response
Thomas tied the uplift to lower sign-up friction and called it a positive leading indicator, but gave no timing for a revenue contribution.
Calendar 2026 Q1
Or is this more a sign that the breadth is kind of widening in a material way?
Show response
Asked by Jamie Reynolds on for Elizabeth Porter. Thomas said ISV growth spans marketing, service desk, education and hospitality, driven by ISVs adding channels.
Calendar 2025 Q4
are you guys getting better at just sort of that upfront portion of the selling motion as opposed to landing
Show response
Asked by Jamie Reynolds on for Elizabeth Porter. Thomas described product-led self-service plus direct AEs hunting named logos, then handing them to strategic AEs.
Calendar 2025 Q3
How much of the uplift was pricing related, if any, versus underlying expansion?
Show response
Aidan said the gain was mostly expansion with stable churn; carrier fees had a 180 basis point impact quarter-over-quarter, and DBNE still rose slightly ex-fees.
how are you seeing adoption trends for some of the newer products like Conversational Intelligence and ConversationRelay
Show response
Thomas cited enterprise and ISV multiproduct traction, with add-ons and multiproduct customer count each up 20%, plus the Inhabit agent productivity deal.
FIGFigma, Inc.2 questions · 2 reporting periods · 0 of 2 challenging
Calendar 2026 Q2
I was hoping to get an update on the unit economics of AI credit revenue just after you've gone through this
Show response
Praveer cited model-agnostic routing and first-party models to trade off latency, cost and quality and accelerate gross profit.
Calendar 2025 Q2
is there any context you could provide on how we should think about the ramp of new products
Show response
Dylan acknowledged products are early in lifecycle with maturing to do, but declined to quantify ramp.
NTAPNetApp2 questions · 1 reporting period · 0 of 2 challenging
Calendar 2024 Q4
Can you give a sense of what those deals look like? Have they been primarily public cloud, premise or are they mostly a combination
Show response
Mike clarified the 100+ AI wins are on-premise with broad distribution across geographies, industries, and deal sizes.
do any of the dynamics that you're seeing this year change how you think about the free cash flow trajectory for next year
Show response
Mike said incentive comp will normalize in FY26 but noted SSD pre-buy decisions for next year remain to be seen.
CRMSalesforce, Inc.1 question · 1 reporting period · 0 of 1 challenging
Calendar 2026 Q3
what proportion of current Agentforce is coming from pay production customers rather than pilots
Show response
Benioff pointed to flexible pricing bundles letting customers buy by user, agent, consumption, or outcome. Milano said Agentforce bookings grew triple digits (doubled year over year), 50% of bookings came from customers refilling Flex Credits, and the company added 2,000 paying production customers, up 70% quarter over quarter, plus hundreds of consistently consuming agents.
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 | 11 | 9%1 of 11 questions |
| GDDY GoDaddy | 10 | 0%none of 10 questions |
| TWLO Twilio Inc. | 5 | 0%none of 5 questions |
| FIG Figma, Inc. | 2 | —Rate withheld: fewer than 3 questions |
| NTAP NetApp | 2 | —Rate withheld: fewer than 3 questions |
| CRM Salesforce, Inc. | 1 | —Rate withheld: fewer than 3 questions |
- ADSKAutodesk · 11 questions9%1 of 11 questions
- GDDYGoDaddy · 10 questions0%none of 10 questions
- TWLOTwilio Inc. · 5 questions0%none of 5 questions
- FIGFigma, Inc. · 2 questions—rate withheld: under 3 questions
- NTAPNetApp · 2 questions—rate withheld: under 3 questions
- CRMSalesforce, Inc. · 1 question—rate withheld: under 3 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 | 6 | 17%1 of 6 questions | 3 |
| 2025 Q1 | 4 | 0%none of 4 questions | 2 |
| 2025 Q2 | 5 | 0%none of 5 questions | 3 |
| 2025 Q3 | 6 | 0%none of 6 questions | 3 |
| 2025 Q4 | 3 | 0%none of 3 questions | 2 |
| 2026 Q1 | 1 | 0%none of 1 question | 1 |
| 2026 Q2 | 4 | 0%none of 4 questions | 3 |
| 2026 Q3 | 2 | 0%none of 2 questions | 2 |
- 2024 Q46 questions · challenge rate 17% (1 of 6 questions) · 3 companies
- 2025 Q14 questions · challenge rate 0% (none of 4 questions) · 2 companies
- 2025 Q25 questions · challenge rate 0% (none of 5 questions) · 3 companies
- 2025 Q36 questions · challenge rate 0% (none of 6 questions) · 3 companies
- 2025 Q43 questions · challenge rate 0% (none of 3 questions) · 2 companies
- 2026 Q11 question · challenge rate 0% (none of 1 question) · 1 company
- 2026 Q24 questions · challenge rate 0% (none of 4 questions) · 3 companies
- 2026 Q32 questions · challenge rate 0% (none of 2 questions) · 2 companies
Topics
Topics tagged on this analyst’s questions.
- Revenue Growth11
- Cloud & AI10
- Competitive Dynamics8
- Pricing7
- Demand6
- Product Launch6
- Margin4
- Subscriber Growth3
- Macroeconomic2
- Guidance Reliability2
Show all 14 topics
- Cost Pressure1
- Trade Tariffs1
- Capital Allocation1
- Supply Chain1