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Analyst
Eric Sheridan
Period: Reporting periods mapped to calendar 2024 Q3 – 2026 Q2 (8 quarters).
- Questions
- 119on tracked calls
- Challenge rate
- 1%1 of 119 questions
- Companies
- 25questioned 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 119 of 119 questions from 25 companies
GOOGLAlphabet Inc.9 questions · 7 reporting periods · 0 of 9 challenging
Calendar 2026 Q2
give us a little bit more granularity about the size of TPUs as a part of the revenue backlog
Show response
Anat: TPU sales are embedded in the $514B backlog (mostly GCP); a small amount recognized this year, ramping to the vast majority in 2027.
can you talk about some of your key learnings as you scale your TPU efforts
Show response
Sundar: prioritizes frontier-model compute first, then balances external demand using TPUs and GPUs and TPU-in-customer-data-center deals like Blackstone.
Calendar 2026 Q1
come back to your comments on AI infrastructure and your unique approach and how that positions you
Show response
Pichai emphasized the vertically integrated stack from silicon to applications as a genuine differentiator, with frontier models and custom TPUs as key advantages.
you referenced UCP and there's been a lot of industry inertia around UCP very quickly
Show response
Schindler described UCP as enabling seamless discovery-to-checkout across AI Mode and Gemini, with major retailers and tech companies joining the protocol.
Calendar 2025 Q4
the pathway to closing the gaps for the need for compute
Show response
Pichai said supply constrained even while ramping capacity with time horizons increasing in supply chain. Demand across services DeepMind and cloud exceptionally strong expecting to go through 2026 supply constrained. Ashkenazi said efficiency is not episodic but how they run business. Freeing capital to invest in future growth. Technical infrastructure optimization own data center construction about 50% of code written by agents. Deploying AI agents across treasury finance invoice reconciliation and back office.
Calendar 2025 Q3
the opportunity set you see with each passing generation of custom silicon
Show response
Pichai said substantial demand for AI infrastructure products including TPU and GPU solutions as key growth driver. Full stack approach differentiates Google Cloud as only hyperscaler building on own models and own technology. Gives opportunity to drive cloud operating margin growth and infrastructure revenue growth. Schindler described YouTube twin engine monetization strategy combining ads and subscriptions. YouTube Premium subscribers generate meaningfully higher gross profit than ad-supported users on average.
Calendar 2025 Q2
the implications of changed consumer behavior
Show response
Pichai said multimodal behavior changes with Lens and Circle to Search are early indications of strong adoption. Good understanding of how to continue monetization training alongside organic experiences. Newer surfaces like Gemini app will focus on organic experience near term but will bring commercial experiences over time like AI Overviews and AI Mode. Schindler said YouTube subscriptions increasingly important with strong growth across YouTube TV Music and Premium. Will continue double tier strategy of ads plus subscriptions with deep understanding of where each monetizes better.
Calendar 2025 Q1
drive differentiation for Gemini as a platform
Show response
Pichai said 2.5 Pro and Flash well positioned with tremendous reception from developers enterprises and consumers. AI Overviews and AI Mode providing consumer AI experiences within Search. Gemini app momentum increasing with Live Deep Research and Canvas features driving adoption. Ashkenazi said still planning $75B CapEx with cloud demand exceeding capacity. Team consolidation improving velocity and cost. Efficiency efforts creating resilient organization irrespective of macro.
Calendar 2024 Q4
the long-term cost curve for AI
Show response
Pichai acknowledged DeepSeek as tremendous team doing good work. Said driving efficiency to serve models has always been obvious and Alphabet leads Pareto frontier of cost performance and latency. Full stack development and TPU optimization provide meaningful advantage. Inference proportion of spend increasing relative to training which is positive for ROIC. Declining costs will enable more use cases expanding the opportunity space.
METAMeta Platforms, Inc.9 questions · 7 reporting periods · 0 of 9 challenging
Calendar 2026 Q2
how are you guys thinking about wanting to be ambitious on the spend, but then marrying that with the need for capital?
Show response
Li addressed the funding mix directly, citing operating cash flow, a greater share of long-duration debt, and the BlackRock partnership.
how much of that opportunity do you think is available to you today based on what you’ve built out
Show response
Zuckerberg split the answer into a natural extension of the ads business via business agents and a genuinely new enterprise sales muscle.
Calendar 2026 Q1
the opportunity set that sits in front of the company with respect to putting agentic compute in front of both consumers and enterprises
Show response
Li outlined near-term (engagement/ads/SMBs) and longer-term (agent-to-agent commerce ecosystem) opportunities, noting 10M weekly business AI conversations already.
Calendar 2025 Q4
Have we yet seen the full first-order effects of scaling the business against applying more compute to it? Or how should investors think about the directional relationship between applying more com...
Show response
Susan Li said Meta is still capacity constrained and expects further ads-performance gains from scaling GEM-class foundational models.
Calendar 2025 Q3
maybe reflect a little bit on the signals you've gotten on the way consumers across family of apps interact with Meta AI today? And how you think about scaling and exiting models from the superinte...
Show response
Zuckerberg framed model quality as the key unlock for Meta AI usage growth, predicting frontier MSL models will drive a large step up.
Calendar 2025 Q2
I want to know if you go a little bit deeper on how we should be thinking about those two components driving some of the commentary you've given around OpEx and CapEx over the next 12 to 18 months
Show response
Susan Li gave a rare early 2026 preview, sharp depreciation acceleration as the biggest expense driver.
I wanted to know what your key learnings were as you went deep into that strategy that informed some of the shifts in both talent, acquisition and compute
Show response
Zuckerberg argued aggressive AI timeline assumptions keep being validated, justifying the talent and compute aggregation.
Calendar 2025 Q1
Can you bring us into a little bit the decision process to do a standalone app, what that might change in terms of utility, frequency, or scale relative to what you see inside Family of Apps today?
Show response
Zuckerberg framed the US standalone app as strategically important because WhatsApp is not the primary messaging app in the US.
Calendar 2024 Q4
how your approach to open source could possibly bend the cost curve and improve return on capital for AI over the medium to long-term?
Show response
Zuckerberg drew the Open Compute analogy and said DeepSeek news strengthened Meta's conviction in its open source strategy.
SPOTSpotify Technology S.A.9 questions · 7 reporting periods · 1 of 9 challenging
Calendar 2026 Q2
how should investors think about the scope for monetization efforts as a result of more interactive tools
Show response
Alex framed the TAM (potentially 15% of world population) and the value-to-price strategy via interactive tools and add-ons like Audiobooks.
Calendar 2026 Q1
How should investors think about the trajectory of operating margins going forward?
Show response
Gustav detailed the OpEx mix (compute plus marketing, flat headcount); Christian confirmed the next two quarters are elevated but operating margin still improves YoY.
Calendar 2025 Q4
Can you discuss your latest thoughts with respect to AI on, one, its role in product and platform evolution
Show response
Gustav described rebuilding Spotify for an agentic age, the Honk internal coding system, and the ambition to be the first truly intelligent media platform.
Calendar 2025 Q3
How much is the current advertising environment weighing on your third quarter reported revenue growth?
Show response
Christian downplayed the ad environment, stressing the programmatic transformation and auction-based revenue growth; expects healthy ad growth in H2 2026 once programmatic surpasses direct. Partial.
Can you discuss the potential implications of your partnership with Netflix for video podcasts of the Ringer?
Show response
Alex framed the Netflix deal as creator-first syndication and a natural ecosystem extension, noting shows placed on YouTube historically drive net incremental Spotify usage. Direct.
Calendar 2025 Q2
How critical is video to the company's broader efforts to drive advertising growth
Show response
Gustav framed video as following user behavior and a big opportunity, but explicitly said it is not necessarily critical to the business.
Calendar 2025 Q1
How are you thinking about striking a balance between forward growth investments in the business
Show response
Daniel prioritized growth while maintaining a great business, using SAC-to-LTV to decide when to invest aggressively; flagged willingness to trade short-term margin for long-term value.
Can you discuss the current state of your relationship with the broader industry content providers?
Show response
Alex said label/industry-partner relationships are 'better than ever' and aligned on growing the music industry, supporting future pricing and tiering.
Calendar 2024 Q4
can you discuss how management thinks about the potential and/or scope for capital returns to shareholders?
Show response
Christian emphasized prioritizing the business first and considering shareholders only as excess capacity rises.
UBERUber9 questions · 7 reporting periods · 0 of 9 challenging
Calendar 2026 Q2
can you unpack a little bit some of the drivers of that acceleration
Show response
Balaji attributed the acceleration to insurance-savings reinvestment, product innovation (U4B +40%), and sparse markets, calling World Cup a modest, expected benefit.
Calendar 2026 Q1
critical technology investments you're making on the consumer-facing side to tie all of these services together
Show response
Dara explained AI enables personalized UI, cited 3/4 of rides having pre-selected destinations. Balaji added nearly $15 billion run rate Delivery bookings from Mobility app with 30% of eligible riders never having used Eats.
Calendar 2025 Q4
Can you lay out some of the strategic priorities and growth investments that are top of mind for you guys in terms of maintaining that momentum
Show response
Dara outlined growth levers across products, use cases, demographics, and geographies. Balaji added quantitative context: 450M+ annual actives, 40% multi-product consumers, new cohorts showing stronger retention, 55% Uber One growth.
Calendar 2025 Q3
can you talk a little bit about how much of that is a stimulant to new user growth for Uber Eats or a driver of increased frequency
Show response
Prashanth highlighted grocery and retail as both a growth driver and consumer acquisition channel for food delivery, now variable contribution positive at $12B run rate.
where you have rolled out AVs today, what have you learned so far with respect to the impact of more supply on the road
Show response
Dara noted AV markets growing 2x+ the rest of US, with driver earnings in Austin outpacing national average despite AV presence, suggesting healthy hybrid network dynamics.
Calendar 2025 Q2
how much of this in your early learnings continues to come down to consumer knowledge, array of supply or even affordability in terms of driving some of this cross-platform behavior
Show response
Dara described aggressive experimentation in cross-platform promotion powered by AI personalization, with dual-service users generating 3x gross bookings and profits.
Calendar 2025 Q1
if you could give us a bit of an update on what you’re seeing competitively, especially around either pricing dynamics or incenting supply and demand
Show response
Dara described stable competition with Lyft domestically, Bolt in Europe, DiDi in LatAm, noting organic strength in delivery while competitors pursue inorganic consolidation.
Calendar 2024 Q4
You talked on prior earnings calls about sort of extending the network as a potential stimulant for rider growth and supply density
Show response
Prashanth detailed the expansion into less dense areas globally, noting higher growth rates in suburbs and new cities like Liverpool and Manchester.
What is that doing to user behavior, frequency, basket size? How should we be thinking about supply impacting those dynamics in the delivery business
Show response
Dara outlined the selection-price-quality framework, noting merchant penetration is only a third in top ten markets, with merchant-funded offers at an all-time high.
CARTMaplebear Inc.7 questions · 7 reporting periods · 0 of 7 challenging
Calendar 2026 Q2
how the enterprise offering is changing your nature, the nature of your relationship with the industry
Show response
Chris and Emily described enterprise as strategic and margin-accretive through shared infrastructure and layered advertising monetization; direct.
Calendar 2026 Q1
what do you see as some of the most interesting growth opportunities that present in new mediums or new formats
Show response
Chris said ad innovation will come from AI across ranking/personalization, advertiser tooling and agentic commerce, and framed Instaleap as a small but strategic tuck-in accelerating international enterprise.
Calendar 2025 Q4
Any update on the adoption rate you're seeing in terms of people coming into the program?
Show response
Rogers said Instacart+ is the majority of GTV and orders, with members more engaged and retaining better than non-members.
Calendar 2025 Q3
what you see as some of the biggest strategic investments you want to make across your technology stack
Show response
Rogers named three focus areas, affordability, enterprise, and ads/data, without materially rewriting strategy. Direct.
Calendar 2025 Q2
can you talk a little bit about improvement in conversion and frequency of behavior
Show response
Directly answered by framing supply as more retailers plus deeper integrations, quantifying 40 vs 30 net new retailers and citing better 2025 retention.
Calendar 2025 Q1
one of the questions we continue to get from investors is elements of either household income SKU or frequency SKU
Show response
Argued groceries are essential/resilient spend, the customer base mirrors the U.S. market, and fast-twitch levers give flexibility in a slowdown.
Calendar 2024 Q4
how do you see the platform set up for a mixture of grocery driven and non-grocery driven growth
Show response
Fidji cited a strengthening halo effect from restaurants onto grocery and declined to break out segments. Addressed the question directly.
PINSPinterest, Inc.7 questions · 7 reporting periods · 0 of 7 challenging
Calendar 2026 Q2
how are you thinking about what the highest return areas are for incremental growth investments
Show response
Julia said ex-tvScientific headcount is down 6% since end-2025, raised the 2026 margin outlook to 30%, and reaffirmed 30-34% medium term.
Calendar 2026 Q1
I just want to go a little bit deeper in terms of his areas of focus
Show response
William said Lee is focused on accountability, consistency and measurement to match go-to-market to the product foundation.
Calendar 2025 Q4
how you see Pinterest broadly fitting into this increasingly competitive landscape for digital advertising budget dollars?
Show response
Bill argued Pinterest's unique curation signal and high-commercial-intent search leave room for multiple winners.
Calendar 2025 Q3
can you characterize more broadly the digital ad environment that you find yourself operating in
Show response
Bill cited tariff-driven large-retailer pullback but pointed to AI-bidding alignment as a forward upside opportunity.
Calendar 2025 Q2
How would you characterize the current demand state for digital ads broadly?
Show response
Julia called the environment more constructive than feared, with retail and financial services strength and residual tariff drag.
Calendar 2025 Q1
where do you think you are in that journey? And what is the receptivity across the advertising landscape
Show response
Bill emphasized the shopping destination positioning, AI-driven flywheel, and early innings of international rollout.
Calendar 2024 Q4
I want to know what your key takeaways are from 2024 in terms of how the platform evolved
Show response
Bill outlined doubling down on user growth, lower-funnel product innovation, and diversified demand as the 2025 priorities.
Show 19 more companies
AMZNAmazon.com, Inc.6 questions · 6 reporting periods · 0 of 6 challenging
Calendar 2026 Q2
can you talk a little bit about the signal you're getting from consumers in terms of either adoption rates
Show response
Jassy gave specific adoption metrics on perishables, Whole Foods and Daily Shop, though he did not break out differences by geography.
Calendar 2026 Q1
talk a little bit about the needed levels of investment over the next couple of years to scale compute and capacity
Show response
Jassy confirmed continued significant capital investment, framing AI as a once-in-a-lifetime opportunity. Cited 28% AWS growth on $150B run rate and unique chip positioning with Trainium and Graviton.
Calendar 2025 Q4
the current state of your revenue backlog as of Q4
Show response
Jassy confirmed backlog $244 billion up 40% year over year and 22% quarter over quarter with lot of deals in pipeline. Vast majority of capital and capacity consumed by external customers with Amazon always a large but small fraction of total. Internally over a thousand AI applications deployed or building from Rufus to Alexa Plus to fulfillment forecasting to advertising optimization. Added 3.99 gigawatts of power in last twelve months with 1.2 gigawatts in Q4 alone. Expects to double capacity again by 2027 and continue growing in the ballpark of current rate.
Calendar 2025 Q3
the opportunity that's continuing to present itself in terms of rolling out more robotics and automation and the broader theme of physical AI across your operations
Show response
Jassy said over 1 million robots in fulfillment network with expectation of more over time. Robotics improve safety boost productivity increase speed and let human teammates focus on problem solving. Expects future fulfillment network where robots and humans complement each other. Will continue to advance and invest very significantly in robotics helping on safety productivity speed and cost.
Calendar 2025 Q1
how do you think about positioning the company for the medium term, given all the levels of uncertainty out there about how the global trade environment might shift
Show response
Jassy said priorities are broadest selection at lowest prices with fast delivery. Done forward inventory buys. 2 million-plus sellers with diversity meaning not all will pass tariffs. Diversified production away from China over past 6 years. Olsavsky noted Q2 includes SBC step-up and Kuiper costs with wider guidance range for uncertainty.
Calendar 2024 Q4
when you think about the news that came out of China over the last couple of weeks and think longer term about bending the cost curve lower with AI
Show response
Jassy expressed impression with DeepSeek training techniques and inference optimizations. Said everyone building frontier models is working on same things with a lot of leapfrogging. Drew parallel to early cloud days where lower per-unit costs lead to more total spending. Believes inference cost decline will be very positive for customers and AWS business.
EXPEExpedia Group6 questions · 6 reporting periods · 0 of 6 challenging
Calendar 2026 Q2
Would love to go as deep as you're willing to go on how you're thinking about the interplay between AI native channels away from the platform
Show response
Ariane Gorin split AI into two buckets: in-product AI already lifting conversion (recommendations, ranking, personalization) and newer natural-language experiences that deepen traveler intent understanding for future conversion. She framed AI experiences like ChatGPT, Claude and Google as new paid-channel opportunities against the two-thirds direct booking base.
Calendar 2026 Q1
how do you think about the health of your consumer-facing brands as we get deeper into 2026?
Show response
Ariane detailed clear positioning for each brand: Expedia as one-stop shop, Vrbo as trusted VR brand, Hotels.com relaunched. Marketing mix balances upper funnel brand spend with improving performance spend returns.
Calendar 2025 Q4
How would you characterize the current competitive positioning of your consumer facing brands?
Show response
Ariane confirmed positioning work largely complete across all three brands. Cited international growth opportunity (room nights growing faster outside U.S.) and continued marketing effectiveness improvements.
Calendar 2025 Q3
How should we be thinking about the building blocks for medium-term growth of the amount of supply and partnerships you already have in B2B as driving organic growth?
Show response
Ariane outlined growth from new partners plus existing partner expansion, cited geographic diversity (65% outside U.S.), multiple partner types, and emerging LOBs like car rentals and advertising.
Calendar 2025 Q2
how do you think about aligning some of your key strategic priorities and growth investments against traffic dynamics, conversion
Show response
Ariane highlighted portfolio diversification, AI traffic opportunities, and B2B's geographic diversity. Scott noted strength in direct traffic and growing app conversion.
Calendar 2025 Q1
What do you see as the biggest strategic investment you want to make in AI looking over the next 12 to 18 months
Show response
Ariane outlined four AI pillars: enhancing products (review summaries, property highlights), driving traffic through AI search, B2B partnerships with AI-native companies, and team effectiveness.
TTWOTake-Two Interactive6 questions · 4 reporting periods · 0 of 6 challenging
Calendar 2026 Q2
any evolution in your thinking about mobile gaming and being more tied into AAA quality of content
Show response
Strauss distinguished mobile (light, ~9-minute sessions) from console (immersive) as consumption types rather than devices, expecting technology to broaden the market for both.
Calendar 2026 Q1
How are you thinking about the signals as more mobile advertising becomes driven by AI and machine learning, with respect to either being able to deploy more dollars
Show response
Strauss described daily optimization of UA models with tight payback period guidelines. Noted post-Apple attribution challenges have been surmounted as evidenced by Zynga results. Said new AI-driven efficiency opportunities exist.
any new learnings about what the opportunity set might look like or the ceiling of that opportunity might be to grow, the percentage of mix from DTC
Show response
Strauss confirmed DTC share has been growing but declined to disclose percentage or targets. Emphasized balancing DTC margin benefits with third-party retailer marketing value, positioning it as all of the above.
Calendar 2025 Q1
what continues to be some of the key learnings from scaling games via Netflix as a distribution partner?
Show response
Karl praised Netflix as a terrific partner, mentioned BioShock movie in development with them, but emphasized media deals are nice-to-have not must-have.
Calendar 2024 Q3
any updated views about the way you're thinking about the intersection between sports and gaming as a long-term opportunity
Show response
Strauss noted the Big 4 sports are competitive and current portfolio offers sufficient growth opportunity without expansion.
Have you seen any shifts in consumer behavior with respect to openness to experiment with newer titles
Show response
Strauss emphasized the existential importance of new IP, noting hit ratios are high across both mobile and console portfolios.
ABNBAirbnb5 questions · 5 reporting periods · 0 of 5 challenging
Calendar 2026 Q2
Can you talk a little bit about the interplay between incremental margins in the business over the long term
Show response
Mertz declined a specific 2027 guide but pointed to a track record of investing behind growth while still expanding margins, implying a floor on reinvestment capacity.
Calendar 2026 Q1
opportunities and challenges that exist in continuing to grow the supply base of alternative accommodations
Show response
Brian distinguished API hosts (need better tools) from primary home hosts (need frictionless listing). AI enables automated listing creation from photos and address.
Calendar 2025 Q3
can you talk a little bit about how investors should be thinking about the duration of execution and depth of investment needed to accomplish your goals with respect to international markets
Show response
Ellie explained Brazil scaled in a handful of years with continued incremental market share gains. Japan started just a year ago with local marketing for domestic stays. Each market has different timeline but consistent approach yields results.
Calendar 2025 Q2
What are some of the key learnings about the intensity of marketing spend that's needed to put these dynamics into the market
Show response
Brian said marketing will bundle homes, services and experiences under single brand. Shifting from TV to social media. Ellie clarified $200M is for field operations and supply acquisition, not programmatic.
Calendar 2024 Q4
Where do you think the potential is internally to apply AI for efficiencies inside the company and create an additional layer of potential margin
Show response
Brian said AI engineering productivity gains not yet a step change but expects 30% increase medium-term. Ellie confirmed capital allocation unchanged: invest, M&A where relevant, return capital.
EBAYeBay5 questions · 4 reporting periods · 0 of 5 challenging
Calendar 2026 Q1
what do you guys see as the critical investments to make to maintain and build momentum around the enthusiast buyer part of your business
Show response
Jamie outlined continued investment in focus categories, AI, eBay Live and vehicles. Highlighted AI-driven marketing efficiencies including low-cost creative generation and 40% more CRM engagement from AI-written subject lines.
Calendar 2025 Q2
I wanted to get a little bit more granularity on what you saw in terms of return on marketing spend
Show response
Jamie confirmed lower funnel marketing efficiencies from competitive dynamics and outlined a multipronged agentic strategy: doubling down on unique non-new inventory, value-added services like authentication, and building proprietary AI capabilities including an AI shopping assistant.
Calendar 2025 Q1
how to think about demand elasticity in an environment where pricing might be going up a lot
Show response
Jamie framed eBay as relatively resilient given 40%+ used/refurbished inventory, noting historical pattern of consumers gravitating to value and sellers being nimble adapting to changes.
Calendar 2024 Q4
what are the building blocks of sustained Focus Category growth that you're most focused on executing on deeper into 2025
Show response
Jamie highlighted collectibles innovation with PSA/TCGplayer, P&A expansion with vehicles via Caramel, and fashion as the next major focus category opportunity.
I'm curious for your take on the overall health of the consumer
Show response
Jamie noted more affluent consumers remain strong (luxury, collectibles) while less affluent consumers are more pressured in this environment.
RBLXRoblox Corporation5 questions · 5 reporting periods · 0 of 5 challenging
Calendar 2026 Q2
How do you think about the competitive landscape continuing to evolve both within gaming but also among younger users
Show response
Baszucki framed competition broadly as the need for play and creation, expecting AI to let everyone build games (2D to 3D) and redefine the category.
Calendar 2026 Q1
can you help us better understand why that was the right number to move to in terms of higher DevEx?
Show response
Baszucki said age-check lets Roblox target 18+ players (roughly 80% of the global gaming market, monetizing ~1.5x), and higher DevEx incentivizes novel games.
Calendar 2025 Q4
what have been the key lessons you've learned about the opportunity that sits in front of you
Show response
Baszucki said transparent, long-term-oriented discovery has broadened the healthy diversity of the content mix, with Moments as a future complement.
Calendar 2025 Q3
Can you share with us key learnings as older age cohorts continue to scale as a percentage of the mix in the business?
Show response
Baszucki said older cohorts are drawn in by viral new-genre hits (Dress To Impress, Grow a Garden), and the tech roadmap aligns to sports/racing/RPG genres.
Calendar 2025 Q2
how you're thinking about the building blocks for commerce as opposed to advertising
Show response
Baszucki described a monetization menu (freemium, virtual currency, paid access, ads, physical shopping); Chopra framed it as a user-growth flywheel.
BKNGBooking Holdings4 questions · 3 reporting periods · 0 of 4 challenging
Calendar 2025 Q4
what signal you're getting as the scale of the Genius program continues to build
Show response
Ewout highlighted Level 2/3 mix reaching high 50% of room nights, correlated with higher direct booking rates and frequency; Glenn signaled additional Genius enhancements for 2026.
Calendar 2025 Q2
what some of the key investments are that are still left to sort of building scale on the inventory side behind Connected Trip
Show response
Glenn emphasized the goal is comprehensive cross-vertical supply rather than any single gap, while Ewout highlighted payments as strategic underpinning and the economic benefit of single acquisition costs.
Calendar 2025 Q1
what kind of experiments or what kind of rate of change you might be seeing in terms of improved returns
Show response
Ewout cited lower-than-average but positive ROI channels being scaled, declined to share competitive details, and noted the mix effect would moderate by Q2.
are you yourself changing any focus competitively about where you're aiming some of your incremental growth investments
Show response
Ewout confirmed no material shifts in investment strategy; continuing with transformation program, GenAI, fintech, and connected trip buildout regardless of near-term macro changes.
MAXMediaAlpha, Inc.4 questions · 4 reporting periods · 0 of 4 challenging
Calendar 2026 Q2
how you think about the priorities of investing behind those themes versus those themes building a momentum in the P&L
Show response
Steve detailed predictive AI/ML for consumer-carrier matching and generative AI for product and agent tooling while keeping headcount lean; direct.
Calendar 2025 Q4
how much of it is a dynamic in which you need to execute on putting the right tools and mechanisms in place
Show response
Steve said it is both, but market forces driving carriers into the soft-market growth cycle matter most, expected to last 2 to 3 more years, with MediaAlpha's AI and platform tools amplifying it.
Calendar 2025 Q1
growth investments that you plan on making against what you see as the opportunity set over the next couple of years
Show response
Pat emphasized the lean 146-person cost base and the 2022-2023 downturn playbook of belt-tightening while keeping the core team intact.
Calendar 2024 Q4
can you update us on some of your key initiatives to broaden out that appeal to the platform
Show response
Management pointed to Medicare, agent-based carrier partnerships, and data science investment as key growth and efficiency initiatives.
SNAPSnap Inc.4 questions · 4 reporting periods · 0 of 4 challenging
Calendar 2026 Q2
how you're thinking about the evolution of the mix of revenue in the business
Show response
Evan pointed to 85% other-revenue growth and subscription headroom below 3% penetration as diversification; direct.
Calendar 2026 Q1
some of the execution pieces that still have to be put in place as you look towards the remainder of this year
Show response
Evan gave a broad execution and agentic-AI vision but few specific rollout milestones; partial.
Calendar 2025 Q4
Can you just go a little bit deeper into what you've built on the platform and the application and use case side?
Show response
Evan described developer traction from the 2024 dev version and the breadth of experiences planned at launch; direct.
Calendar 2025 Q2
how much of those dynamics around content for AI, you feel you need to own, operate and build yourself
Show response
Evan said Snap invests where it can differentiate (on-device image/video and 3D generation) and leverages its developer ecosystem; direct.
DASHDoorDash3 questions · 3 reporting periods · 0 of 3 challenging
Calendar 2026 Q1
any updated views around either the depth or the duration of some of the strategic investments
Show response
Ravi confirmed $100M investment on track with expected costs. Both executives highlighted velocity and quality benefits from unified tech stack.
Calendar 2025 Q4
how do you think about that as a potential stimulant for order frequency when you think about cohort evolution
Show response
Tony said DashPass is a single-digit % of potential with current couple-times-a-week vs 20-25 eating occasions. Adding non-restaurant benefits, in-store dining, and Going Out as new DashPass value drivers.
Calendar 2024 Q4
What were the key learnings of the last year that unlocked elements of either user growth, frequency, or supply
Show response
Tony emphasized product improvement across many small vectors: catalog depth, accuracy, affordability, Dasher matching. Customers graduating from top-up to larger baskets.
DUOLDuolingo, Inc.3 questions · 3 reporting periods · 0 of 3 challenging
Calendar 2026 Q1
what have been the key lessons so far in terms of scaling AI, both in terms of the user experience
Show response
Two-part AI question; von Ahn cited record content output and more fluid video call, Munson tied gross margin toward ~69% as AI use in the product expands; direct.
Calendar 2025 Q4
what is the scope by which you think you need to sort of be a leader in AI learning in the 4 walls of your application
Show response
Luis said a game-like visual app drives engagement a text chatbot cannot, but they will adapt if consumer behavior shifts to aggregators. Direct.
Calendar 2024 Q4
what do you, as a team, see as sort of the critical investments that have to be made
Show response
Skaruppa said the key margin cost is the marginal cost of Max (a good sign it is growing), with faster hiring and marketing secondary; AI costs could improve faster.
EAElectronic Arts3 questions · 2 reporting periods · 0 of 3 challenging
Calendar 2025 Q2
What has been the consumer receptivity this year to sort of bundling the products together between Madden and NCAA
Show response
Wilson described bundle as successful last year with even more uptake expected. Long-term vision for deeper connection between products. International growth potential cited with NFL fandom growing globally, referencing Australian interest.
Calendar 2025 Q1
is there any way to identify how to think about the growth investments behind Battlefield that may be aligned with the title's launch
Show response
Canfield said OpEx is flat except for Battlefield go-to-market costs. R&D incremental is slight as studios near end of cycle. Post-launch investment also expected. Discipline maintained in overall cost allocation.
what have been some of the key learnings about how to position Battlefield for creative and commercial success?
Show response
Wilson contrasted with prior Battlefields where community alignment was insufficient. This time engaged hundreds of thousands in map construction, weapon lineup, and progression feedback. Expanding to wider audience and Asia.
NFLXNetflix, Inc.3 questions · 1 reporting period · 0 of 3 challenging
Calendar 2026 Q1
You are in your fifth year of the gaming strategy. What have been the key learnings?
Show response
Peters noted positive retention impact from gaming but acknowledged small acquisition effect to date; investing in IP-based games, TV games, and kids experiences.
How does the company’s approach to the role AI can play in the creative process continue to evolve?
Show response
Sarandos sees AI as better tools for great artists, not replacement; Interpositive acquisition accelerates proprietary filmmaking GenAI. Peters added AI improving recommendations and ads.
how would you characterize the current competitive landscape for content?
Show response
Sarandos emphasized repeat business from creators as the ultimate success indicator; highlighted landing competitive projects and managing customer-competitor dynamics with studios.
UUnity Software Inc.3 questions · 3 reporting periods · 0 of 3 challenging
Calendar 2026 Q2
how would you think about long-term incremental margins in the business from both a business mix perspective
Show response
Management cited high contribution margins and continued operating leverage; direct.
Calendar 2025 Q4
Can you talk a little bit about what you're seeing in January relative to what you saw in Q4
Show response
Management quantified Vector's record January and 10% sequential Q1 expectation; direct.
Calendar 2025 Q3
how do you think about your line of sight into that capacity and the step function changes that increased compute could actually lead to
Show response
Management expects cloud cost as a percentage of revenue to fall over time; direct.
YELPYelp Inc.3 questions · 3 reporting periods · 0 of 3 challenging
Calendar 2026 Q2
What are some of the investments, whether it's product development, go-to-market that you plan to make to support that and what are the potential differences in structural margins going forward bet...
Show response
Alex (on for Eric Sheridan) asked about Hatch investments and structural margins; Schwarzbach said Yelp is investing across go-to-market and product/engineering to scale Hatch from a startup and expects its long-term margin profile to resemble other subscription businesses, with continued near-term investment to capture the market opportunity.
Calendar 2025 Q3
are you seeing sort of a more broad-based macro pressures within the Services segment as well?
Show response
Schwarzbach said macro pressure is more significant on RR&O, with advertiser caution rising into Q4, while services advertiser demand stays consistent.
Calendar 2024 Q4
how much are there abilities for you as a company to sort of invest behind demand generation
Show response
Nachman addressed RRNO strategy directly, framing services as the priority while keeping Yelp positioned to capture RRNO demand when the macro turns.
APPApplovin Corp2 questions · 2 reporting periods · 0 of 2 challenging
Calendar 2025 Q1
this seems like it's a bit of a broader proposal, ex China globally as opposed to maybe what the Trump administration is trying to
Show response
Adam confirmed global ex-China TikTok bid focused on operational control of algo and data, describing APP's AI model expertise as unique qualifier.
Calendar 2024 Q4
How much of that initiative can be done with what's already been built today versus incremental investments you need to make against the goals of personalization
Show response
Adam said personalized generative AI ads are still R&D; tricky for full-screen video vs text ads, but expected to be impactful in 2025.
RDDTReddit, Inc.2 questions · 2 reporting periods · 0 of 2 challenging
Calendar 2025 Q1
when you think about the evolution of marrying engagements with ads. Any update on richer media formats and how you continue to make progress on elements of video
Show response
Jen said Reddit is media-agnostic on outcomes and is easing video porting via Memorable AI, but video is not a focus.
Calendar 2024 Q4
When you think about your strategic priorities or where the business sits internationally relative to domestically, how should we be thinking about the runway
Show response
Steve pointed to machine translation and in-country community work as the international user runway, with revenue to follow.
DKNGDraftKings Inc.1 question · 1 reporting period · 0 of 1 challenging
Calendar 2025 Q4
How are you thinking about the levers of either expanding activity among existing users, widening sort of pool of people in your platform
Show response
Robins framed predictions as mostly incremental in non-OSB states (CA, TX, FL), likening it to opening the rest of the country to a strong sports product.
SPCXSpace Exploration Technologies Corp.1 question · 1 reporting period · 0 of 1 challenging
Calendar 2026 Q2
Can you discuss the backlog of enterprise and government contracts
Show response
Gwynne cited $6B+ in Q2 government contracts, sticky enterprise revenue (never lost an enterprise customer), and large aviation/maritime headroom; Elon expects enterprise revenue to exceed consumer.
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 |
|---|---|---|
| GOOGL Alphabet Inc. | 9 | 0%none of 9 questions |
| META Meta Platforms, Inc. | 9 | 0%none of 9 questions |
| SPOT Spotify Technology S.A. | 9 | 11%1 of 9 questions |
| UBER Uber | 9 | 0%none of 9 questions |
| CART Maplebear Inc. | 7 | 0%none of 7 questions |
| PINS Pinterest, Inc. | 7 | 0%none of 7 questions |
| AMZN Amazon.com, Inc. | 6 | 0%none of 6 questions |
| EXPE Expedia Group | 6 | 0%none of 6 questions |
| TTWO Take-Two Interactive | 6 | 0%none of 6 questions |
| ABNB Airbnb | 5 | 0%none of 5 questions |
- GOOGLAlphabet Inc. · 9 questions0%none of 9 questions
- METAMeta Platforms, Inc. · 9 questions0%none of 9 questions
- SPOTSpotify Technology S.A. · 9 questions11%1 of 9 questions
- UBERUber · 9 questions0%none of 9 questions
- CARTMaplebear Inc. · 7 questions0%none of 7 questions
- PINSPinterest, Inc. · 7 questions0%none of 7 questions
- AMZNAmazon.com, Inc. · 6 questions0%none of 6 questions
- EXPEExpedia Group · 6 questions0%none of 6 questions
- TTWOTake-Two Interactive · 6 questions0%none of 6 questions
- ABNBAirbnb · 5 questions0%none of 5 questions
Show all 25 companies
| Company | Questions | Challenge rate |
|---|---|---|
| EBAY eBay | 5 | 0%none of 5 questions |
| RBLX Roblox Corporation | 5 | 0%none of 5 questions |
| BKNG Booking Holdings | 4 | 0%none of 4 questions |
| MAX MediaAlpha, Inc. | 4 | 0%none of 4 questions |
| SNAP Snap Inc. | 4 | 0%none of 4 questions |
| DASH DoorDash | 3 | 0%none of 3 questions |
| DUOL Duolingo, Inc. | 3 | 0%none of 3 questions |
| EA Electronic Arts | 3 | 0%none of 3 questions |
| NFLX Netflix, Inc. | 3 | 0%none of 3 questions |
| U Unity Software Inc. | 3 | 0%none of 3 questions |
| YELP Yelp Inc. | 3 | 0%none of 3 questions |
| APP Applovin Corp | 2 | —Rate withheld: fewer than 3 questions |
| RDDT Reddit, Inc. | 2 | —Rate withheld: fewer than 3 questions |
| DKNG DraftKings Inc. | 1 | —Rate withheld: fewer than 3 questions |
| SPCX Space Exploration Technologies Corp. | 1 | —Rate withheld: fewer than 3 questions |
- EBAYeBay · 5 questions0%none of 5 questions
- RBLXRoblox Corporation · 5 questions0%none of 5 questions
- BKNGBooking Holdings · 4 questions0%none of 4 questions
- MAXMediaAlpha, Inc. · 4 questions0%none of 4 questions
- SNAPSnap Inc. · 4 questions0%none of 4 questions
- DASHDoorDash · 3 questions0%none of 3 questions
- DUOLDuolingo, Inc. · 3 questions0%none of 3 questions
- EAElectronic Arts · 3 questions0%none of 3 questions
- NFLXNetflix, Inc. · 3 questions0%none of 3 questions
- UUnity Software Inc. · 3 questions0%none of 3 questions
- YELPYelp Inc. · 3 questions0%none of 3 questions
- APPApplovin Corp · 2 questions—rate withheld: under 3 questions
- RDDTReddit, Inc. · 2 questions—rate withheld: under 3 questions
- DKNGDraftKings Inc. · 1 question—rate withheld: under 3 questions
- SPCXSpace Exploration Technologies Corp. · 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 Q3 | 2 | 0%none of 2 questions | 1 |
| 2024 Q4 | 17 | 0%none of 17 questions | 15 |
| 2025 Q1 | 18 | 0%none of 18 questions | 15 |
| 2025 Q2 | 14 | 0%none of 14 questions | 13 |
| 2025 Q3 | 14 | 7%1 of 14 questions | 12 |
| 2025 Q4 | 16 | 0%none of 16 questions | 16 |
| 2026 Q1 | 20 | 0%none of 20 questions | 16 |
| 2026 Q2 | 18 | 0%none of 18 questions | 16 |
- 2024 Q32 questions · challenge rate 0% (none of 2 questions) · 1 company
- 2024 Q417 questions · challenge rate 0% (none of 17 questions) · 15 companies
- 2025 Q118 questions · challenge rate 0% (none of 18 questions) · 15 companies
- 2025 Q214 questions · challenge rate 0% (none of 14 questions) · 13 companies
- 2025 Q314 questions · challenge rate 7% (1 of 14 questions) · 12 companies
- 2025 Q416 questions · challenge rate 0% (none of 16 questions) · 16 companies
- 2026 Q120 questions · challenge rate 0% (none of 20 questions) · 16 companies
- 2026 Q218 questions · challenge rate 0% (none of 18 questions) · 16 companies
Topics
Topics tagged on this analyst’s questions.
- Competitive Dynamics38
- Demand32
- Cloud & AI31
- Innovation & R&D28
- Capex Investment22
- Product Launch18
- Revenue Growth18
- Margin15
- Capital Allocation12
- Subscriber Growth9
Show all 19 topics
- Geographic Expansion8
- Macroeconomic5
- Cost Pressure3
- Pricing3
- M&A2
- Trade Tariffs2
- Credit1
- Supply Chain1
- Regulation Policy1