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Analyst
Mark Mahaney
Period: Reporting periods mapped to calendar 2024 Q4 – 2026 Q2 (7 quarters).
- Questions
- 60on tracked calls
- Challenge rate
- 8%5 of 60 questions
- Companies
- 15questioned at least once
- Reporting periods
- 7with 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 60 of 60 questions from 15 companies
BKNGBooking Holdings10 questions · 7 reporting periods · 1 of 10 challenging
Calendar 2026 Q2
have you seen any quantitative evidence that in this year, 1.5 years you've had with Penny
Show response
Glenn expressed enthusiasm about Penny and personalization but declined to quantify any conversion or CSAT gains, saying it is still very small.
Calendar 2026 Q1
are you seeing softness in travel that's sort of more economically driven, i.e., with rising airfares in the U.S., rising gas prices
Show response
Ewout provided granular data: high-end strong, lower-end improving with stable booking windows and flat ADRs. Outside Middle East-impacted areas, global travel markets remained very healthy.
That low teens growth you had in room nights in Q1 was the strongest maybe we've ever seen or it's been a while
Show response
Glenn attributed U.S. acceleration to disciplined multi-year product, brand and supply investments plus Connected Trip cross-selling with flights, ground transport, and attractions.
Calendar 2025 Q4
Could you just talk about that a little bit more? Was there something that you saw in particular that made you want to lean in
Show response
Glenn framed the deleverage as opportunistic long-term investment; Ewout cited performance marketing ROIs, 13% social media spend growth, and higher brand spend timing vs 2024.
Calendar 2025 Q3
Has that now become a material, let's say, a double-digit percent of your performance marketing coming from there
Show response
Ewout confirmed social media spend is hundreds of millions but still a smaller percentage of total, declined to specify which platforms perform best, and affirmed Asia as the most important long-term market.
Calendar 2025 Q2
It was our fastest-growing region for the previous quarter, which we reported. So all in all good things there
Show response
Ewout confirmed direct channel continues growing to mid-60% B2C, Google clicks still growing, social media spend up 25% QoQ, and BKNG was highlighted as key partner in ChatGPT agent mode demo.
Calendar 2025 Q1
Is there something that’s caused the opportunity to become more attractive than at other points in the past
Show response
Glenn framed attractions as the latest Connected Trip vertical, now scaling after flights and payments were built first, with significant room to grow against pure-play competitors.
When do you think that will come out and the average person coming to Priceline and the booking will actually be able to use the tool
Show response
Glenn acknowledged the tools are still beta-esque and didn't provide a specific timeline, but emphasized daily improvements and noted even hyperscaler products produce imperfect results.
Calendar 2024 Q4
just give us a sense of what inning we are in terms of the growth of airline as a product in the booking portfolio
Show response
Glenn highlighted accelerating flight growth but cautioned against projecting linear acceleration; emphasized connected trip value prop as the growth driver.
could you talk a little bit about the operator experience you have, anything you'd disclose on the economics
Show response
Glenn declined to share economics, describing the Operator partnership as very early stage and a learning exercise with a respected AI partner.
DUOLDuolingo, Inc.7 questions · 7 reporting periods · 3 of 7 challenging
Calendar 2026 Q2
Is there something that you've seen that's made you maybe a little bit more constructive on marketing spend
Show response
Asked about advertising revenue and performance marketing; Luis said he has warmed to both ads and ad spend, seeing a sizable, under-monetized ads opportunity.
Calendar 2026 Q1
Is there a reason to think margins hold at that level? Is there a reason to think they should recover higher?
Show response
Munson said ~69% reflects deliberately embedding more AI content and is a reasonable year-exit level, with optimization able to move it either way; direct.
Calendar 2025 Q4
There are 2 other potential reasons, too. So just address those, which is market saturation and competitive intensity
Show response
Luis dismissed both: ~85% category share and low country penetration (2% US) suggest far from saturation. Direct.
Calendar 2025 Q3
just so we're clear on the deceleration in bookings and revenue growth in Q4
Show response
Asked whether Q4 deceleration reflects the deliberate free-to-pay slowdown rather than higher paid-sub churn; Luis confirmed the Q4 change is mostly the shift to longer-term initiatives, not retention loss.
Calendar 2025 Q2
what kind of lessons in terms of leadership lessons have you drawn from what happened in the controversy?
Show response
Owned that he gave too little context on the AI message externally, and dismissed saturation concerns, noting highly penetrated markets grow fastest and TAM remains large.
Calendar 2025 Q1
I know you disclosed the Max penetration, I guess at 7%. Did you provide an update on math and music adoption?
Show response
Luis said math and music DAUs (previously ~3 million) are higher and growing faster than language learning; pricing is always A/B tested.
Calendar 2024 Q4
should we assume that, that subscription revenue per average subs continues to grow
Show response
Skaruppa confirmed the guide assumes positive ARPU all year, with the larger multi-year driver being the shift of users to Family Plan and Max.
UBERUber6 questions · 3 reporting periods · 0 of 6 challenging
Calendar 2026 Q2
steadily returning to a more normalized level of activity in terms of the capital allocation share repurchases
Show response
Balaji: about $3.5B repurchased YTD, roughly $4B pivoted to Delivery Hero stock in Q2; buyback rebuild is 'months, not quarters' away. Direct.
is there anything you could kind of quantify there about how much better the Uber process from a consumer perspective
Show response
Dara declined to quantify, framing AI as thousands of small improvements (Cart Builder roughly doubling order size, personalized destinations) and very early. Partial.
Calendar 2025 Q4
your willingness to deploy capital into AV fleets like how capital -- any changes in your thinking about how capital intensively
Show response
Dara described early balance sheet commitments for profitable economics, with eventual financialization via PE and banks, comparing AV fleet ownership to hotel REIT models.
go through a couple of factors. The biggest reasons for confidence in that acceleration
Show response
Balaji cited three drivers: insurance shifting to leverage enabling price stability, barbell strategy with low-end and high-end both growing 40%, and sparse market expansion at 1.5x dense market growth.
Calendar 2025 Q1
do you feel like that’s mostly behind you now? Just talk about where you think ongoing leverage against insurance costs are
Show response
Prashanth detailed multiple insurance improvement drivers: safety tech in all U.S. markets, tort reform progress in Georgia, Nevada, Texas, and captive insurance creating pricing tension.
who do you think in the marketplace is closest to Waymo now in terms of having the ability to roll out at decent scale a true AV experience
Show response
Dara highlighted Chinese players (WeRide, Pony, Baidu) running AVs in challenging conditions, plus partnerships with May Mobility, VW, and Momenta for European deployment.
EXPEExpedia Group5 questions · 5 reporting periods · 0 of 5 challenging
Calendar 2026 Q2
the impact of World Cup in Q2 and Q3, was it material at all to Expedia?
Show response
Derek Andersen said advertising growth was stable relative to Q1 and Q2 with runway from more geographic reach, B2B and Vrbo extension, and additional monetized surfaces, though Vrbo advertising is very early. He said World Cup bookings came in late and were relatively modest overall, showing up more in ADRs than room nights.
Calendar 2025 Q4
could you just talk about the product or the features that you would want to try to roll out or are rolling out in order to really enhance the travel planning process on Expedia.
Show response
Ariane emphasized marketing personalization plus product innovation (natural language flows, AI agents). Scott detailed 50bps leverage on B2C GBV through discipline, incrementality focus, and channel reallocation. Ariane added Super Bowl campaign 'most watched ad on YouTube with over 200,000,000 viewers.'
Calendar 2025 Q3
Just talk about what the sources are of a big picture in the next couple of years, what are the biggest sources of margin expansion?
Show response
Scott outlined multiple margin levers: B2C marketing optimization, cost of sales efficiencies via AI, overhead leverage, and mix benefit from ads/insurtech. Ariane confirmed AI leads quality is good but volume still small.
Calendar 2025 Q2
which areas do you think that you've been able to -- have been most improved over the last year? And where do you feel like the real laggard still are
Show response
Ariane highlighted B2B, advertising, Brand Expedia momentum maintained. Consumer business not yet showing desired results. Scott noted 150bps margin improvement in first half with more opportunity ahead.
Calendar 2024 Q4
the recovery that you've seen, the improvement recovery for HCOM and and the ongoing improvement for for Vrbo
Show response
Ariane acknowledged both brands were meaningfully disrupted during replatforming and Expedia is still winning back travelers, but expressed conviction in continued momentum.
AMZNAmazon.com, Inc.4 questions · 4 reporting periods · 0 of 4 challenging
Calendar 2025 Q4
how you think investors will be able to see that
Show response
Olsavsky said all capacity being put into service immediately with long arc of additional revenue from backlog and commitments. AWS at 35% operating margin up 40 basis points year over year with headwind from AI depreciation offset by efficiencies. Jassy said passionately believes every customer experience will be reinvented with AI. Customers need data in cloud to use AI expansively creating big tailwinds. Has confidence investments will yield strong ROIC as proven with core AWS business. Expects inference services to keep getting optimized with higher utilization and price normalization over time.
Calendar 2025 Q3
Does this mean that maybe we don't -- you no longer need to Amazon Fresh stores
Show response
Jassy described total grocery business excluding Whole Foods and Fresh at over $100 billion GMS making Amazon top 3 U.S. grocer. Perishable same-day delivery expanded to 1,000 cities heading to 2,300 by year end. Whole Foods growing faster than most grocers with attractive profitability trajectory. Daily Shop smaller format with 3 good early launches. On headcount said layoffs were culture driven not financial or AI driven. Committed to operating like the world's largest start-up by removing layers and increasing ownership.
Calendar 2025 Q2
Could you just disclose the backlog number? And then in the past, I know you've talked about the supply constraints and hoping that they will sort of resolve themselves by the back half of the year...
Show response
Fildes confirmed backlog at $195 billion up about 25% year over year. Jassy said single biggest constraint is power with intermittent chip and component issues. Expects capacity to get better each quarter but full resolution will take several quarters. On Alexa Plus said millions of customers now have access with rest of U.S. in coming months and international later in year. Usage much more expansive with meaningfully higher number of calls. Sees opportunities in device sales shopping advertising and potential subscription beyond current Prime and $9.99 non-Prime tiers.
Calendar 2024 Q4
So, Brian, that's $100 billion CapEx we should think about in 2025. And then, Andy, were there any—so would you describe that AWS growth as being currently moderated down by supply constraints
Show response
Jassy confirmed CapEx run rate and framed AI as once-in-a-lifetime business opportunity. Acknowledged constraints from third-party chips, power, and component shortages. AI business at multibillion-dollar ARR growing triple digits. Predicted constraints start to relax second half of 2025.
DASHDoorDash4 questions · 3 reporting periods · 0 of 4 challenging
Calendar 2026 Q2
I'll ask a question about Deliveroo. You've had now 3 quarters in a row of kind of accelerating growth
Show response
Ravi confirmed Deliveroo growth is the highest in years and that unit economics improved alongside it.
Calendar 2025 Q4
You talked about how you accelerated the year-over-year growth in total orders for Deliveroo in the December quarter
Show response
Tony said it was combined effect of many small improvements shipped daily. Partnership with Deliveroo team working really well. Tons more opportunity where they need to ship even more.
Calendar 2025 Q1
Can you just talk about what you think is kind of a minimum level of cash you want to run the business with going forward
Show response
Ravi said minimum cash is roughly $1 billion for working capital. Anything above that is deployed for long-term free cash flow per share growth if IRR thresholds are met.
How far do you think you can extend SevenRooms or that idea to the rest of your customer base?
Show response
Tony acknowledged breadth opportunity beyond restaurants but emphasized sequencing and focus. SevenRooms initially focused on restaurants as part of commerce platform expansion.
Show 9 more companies
METAMeta Platforms, Inc.4 questions · 3 reporting periods · 1 of 4 challenging
Calendar 2025 Q4
Meta AI, any update on what you're seeing there in terms of engagement and usage and do you think you're just starting to be able to apply improvements to that specific functionality?
Show response
Susan Li confirmed Meta AI now available in 200+ markets with WhatsApp dominant in some regions and Facebook stronger in the US; no direct commitment on buybacks.
Calendar 2025 Q3
when you think about -- I know you generally like to roll out and then deepen engagement and then later think about monetization. Like where do you think you are on that path now?
Show response
Zuckerberg framed Meta AI as still in the engagement-build phase, with monetization pathways tied to core-business improvements rather than standalone ads/subs.
Calendar 2025 Q1
they've been very consistent, whatever, $4 billion a quarter for quite some time. Is there -- is there light at the end of the tunnel?
Show response
Zuckerberg did not commit to loss reduction, investments in AI glasses scale-up are going up not down.
I think you called out the China-based retailers as one sort of potentially soft advertising vertical. Anything else you'd call out?
Show response
Susan Li flagged gaming as the only vertical with negative growth outside the expected politics rollover.
ABNBAirbnb3 questions · 3 reporting periods · 0 of 3 challenging
Calendar 2025 Q4
what's a realistic expectation for when hotels will be big enough to actually start moving the needle in terms of that revenue growth acceleration?
Show response
Ellie sized hotels as single-digit percent of nights in Q4 growing nearly 2x overall platform. Plans to exit 2026 with hotels meaningfully larger. Q1 take rate modestly above prior year due to FX (~3pt tailwind), earlier RNPL bookings realizing in stays, and Easter timing (+50bps Q1, -50bps Q2).
Calendar 2025 Q2
what have you seen so far? What do you think would be success in terms of, I don't know, an attach rate?
Show response
Brian declined to share specific attach rate numbers but said it could be significantly higher than prior iteration. Focusing on Paris as test market. 40% of Originals bookings from locals.
Calendar 2025 Q1
in terms of the core accommodations unit growth, I think you're investing to get back to double-digit unit growth
Show response
Brian outlined three horizons: (1) core optimization via reliability/affordability/usability, (2) international expansion with markets growing 2x core, (3) beyond accommodation.
GOOGLAlphabet Inc.3 questions · 3 reporting periods · 0 of 3 challenging
Calendar 2025 Q4
that 9% year over year growth
Show response
Schindler said YouTube annual revenue surpassed $60 billion. Q4 driven by direct response with brand impacted by lapping election spending and slight impact in other brand verticals. Important to think about ads and subs holistically as shift to Premium positive for business. Excited about roadmap including connected TV formats shoppable mastheads creator partnerships and demand gen momentum with SMBs. Pichai on SaaS said successful companies incorporating Gemini deeply in critical workflows as enabling tool. Token usage growth very robust in Q4.
Calendar 2025 Q2
Does it seem as certain or as uncertain as it was last year
Show response
Schindler said Q2 Search performance led by growth across all verticals with largest from retail and financial services primarily insurance. Healthcare sizable contributor. Too early to comment on Q3 only few weeks in. Pichai said two surfaces cover entire breadth of what humanity can do with Search more information focused and Gemini as personal proactive assistant. Can understand user intent better and abstract complexity over time just as Universal Search unified text images and video.
Calendar 2025 Q1
is that still your view that you've got enough levers
Show response
Ashkenazi said productivity is continuous not episodic effort. Depreciation grew 31% in Q1 and will accelerate further creating increasing headwind. Significant investments being funded by efficiency gains across organization. Using AI-first approach for functions and AI agents internally. Acknowledged becoming more difficult to offset but opportunities remain. Pichai discussed Waymo variety of optionality including Uber partnership autonomous ride-sharing and personal ownership with Austin scaling and Atlanta launching.
HIMSHims & Hers Health, Inc.3 questions · 3 reporting periods · 0 of 3 challenging
Calendar 2026 Q2
is Eucalyptus dilution part of that kind of shade down in the EBITDA growth for the full year
Show response
Yemi pivoted to H2 US revenue/EBITDA acceleration and reinvestment into weight-loss and international markets rather than directly quantifying Eucalyptus dilution.
Calendar 2026 Q1
can you help quantify just how much further down we could see gross margins as you go through the cycle
Show response
Yemi quantified the expected gross-margin path directly - a couple of points of degradation over the coming quarters.
Calendar 2025 Q4
I just want to ask 2 questions about both the fertility opportunity that you're seeing and then the Labs to date
Show response
Andrew said fertility has not launched yet but early data on menopause, low-T and Labs is encouraging, each with a near-term $100M run-rate path.
RDDTReddit, Inc.3 questions · 2 reporting periods · 0 of 3 challenging
Calendar 2026 Q2
You talked about these headwinds in search referrals late in the quarter. Just put some context around this.
Show response
Huffman explicitly declined to quantify magnitude but did identify two drivers: a decline in machine translated content and the shift toward AI overviews.
Any expectations you wanna set as to when we will get you will get we will get resolution on licensing
Show response
No timing was given. The reply covered the search traffic question and closed on direct traffic strategy without addressing licensing resolution at all.
Calendar 2026 Q1
I imagine there's a series of metrics that you track internally that track engagement. Can you just talk about those at least qualitatively
Show response
Steve said new user retention, frequency (days per week) and emerging sessions-per-day are the key internal engagement metrics.
TTDThe Trade Desk, Inc.3 questions · 2 reporting periods · 0 of 3 challenging
Calendar 2025 Q2
you talked about this 20-point improvement across key KPIs for campaigns running in Kokai. Is that -- is there a snowball element to that?
Show response
Green explained the 20% can be found immediately or via ramp depending on prior manual optimization. Said tools aren't the bottleneck anymore, client understanding/engagement is. Schenkein noted home & garden (~8% of business) is seasonal, style & fashion (~4%) is small and simply below corporate rate.
Calendar 2024 Q4
you mentioned senior leadership that you want to hire. So can you brief on that a little bit? Like in what areas
Show response
Green identified COO as the most obvious senior hire needed to improve operational rigor. Also noted need for more efficiency in go-to-market.
what factors would most contribute to a reacceleration in revenue at some point
Show response
Green cited CTV growth, international expansion, untapped audio opportunity, and supply chain inefficiencies as primary reacceleration drivers, but gave no specific timelines.
SHOPShopify2 questions · 1 reporting period · 0 of 2 challenging
Calendar 2024 Q4
Just how do you think about headcount going forward? Do you think you've got enough operational efficiencies that we should expect relatively modest headcount growth
Show response
Harley confirmed Shopify expects to grow revenue and GMV while keeping headcount fairly flat, having maintained this approach for roughly 24 months.
the lessons that you've drawn from that and your level of confidence that the value you're creating for your customers will allow you from time to time to take more pricing actions
Show response
Harley acknowledged pricing room exists but said the current focus is on winning enterprise share rather than near-term price increases, noting minimal pushback from the $29→$39 plan change.
SNAPSnap Inc.2 questions · 2 reporting periods · 0 of 2 challenging
Calendar 2025 Q2
stock-based compensation coming down. Just any color on the why?
Show response
Derek attributed the second SBC cut to laser-focused hiring against strategic priorities; direct.
Calendar 2025 Q1
does that mean that the headcount kind of pace should slow from what we saw in that -- in the March quarter?
Show response
Derek said hiring stays focused on core priorities and will be calibrated as the cost outlook is trimmed; direct.
SPOTSpotify Technology S.A.1 question · 1 reporting period · 0 of 1 challenging
Calendar 2024 Q4
Can you provide any update on two sided marketplace as growth remained consistent?
Show response
Daniel said the marketplace grew roughly in line with 2023 and expects healthy double-digit growth to continue.
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 |
|---|---|---|
| BKNG Booking Holdings | 10 | 10%1 of 10 questions |
| DUOL Duolingo, Inc. | 7 | 43%3 of 7 questions |
| UBER Uber | 6 | 0%none of 6 questions |
| EXPE Expedia Group | 5 | 0%none of 5 questions |
| AMZN Amazon.com, Inc. | 4 | 0%none of 4 questions |
| DASH DoorDash | 4 | 0%none of 4 questions |
| META Meta Platforms, Inc. | 4 | 25%1 of 4 questions |
| ABNB Airbnb | 3 | 0%none of 3 questions |
| GOOGL Alphabet Inc. | 3 | 0%none of 3 questions |
| HIMS Hims & Hers Health, Inc. | 3 | 0%none of 3 questions |
- BKNGBooking Holdings · 10 questions10%1 of 10 questions
- DUOLDuolingo, Inc. · 7 questions43%3 of 7 questions
- UBERUber · 6 questions0%none of 6 questions
- EXPEExpedia Group · 5 questions0%none of 5 questions
- AMZNAmazon.com, Inc. · 4 questions0%none of 4 questions
- DASHDoorDash · 4 questions0%none of 4 questions
- METAMeta Platforms, Inc. · 4 questions25%1 of 4 questions
- ABNBAirbnb · 3 questions0%none of 3 questions
- GOOGLAlphabet Inc. · 3 questions0%none of 3 questions
- HIMSHims & Hers Health, Inc. · 3 questions0%none of 3 questions
Show all 15 companies
| Company | Questions | Challenge rate |
|---|---|---|
| RDDT Reddit, Inc. | 3 | 0%none of 3 questions |
| TTD The Trade Desk, Inc. | 3 | 0%none of 3 questions |
| SHOP Shopify | 2 | —Rate withheld: fewer than 3 questions |
| SNAP Snap Inc. | 2 | —Rate withheld: fewer than 3 questions |
| SPOT Spotify Technology S.A. | 1 | —Rate withheld: fewer than 3 questions |
- RDDTReddit, Inc. · 3 questions0%none of 3 questions
- TTDThe Trade Desk, Inc. · 3 questions0%none of 3 questions
- SHOPShopify · 2 questions—rate withheld: under 3 questions
- SNAPSnap Inc. · 2 questions—rate withheld: under 3 questions
- SPOTSpotify Technology S.A. · 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 | 10 | 0%none of 10 questions | 7 |
| 2025 Q1 | 12 | 8%1 of 12 questions | 8 |
| 2025 Q2 | 8 | 13%1 of 8 questions | 8 |
| 2025 Q3 | 5 | 20%1 of 5 questions | 5 |
| 2025 Q4 | 11 | 9%1 of 11 questions | 10 |
| 2026 Q1 | 5 | 20%1 of 5 questions | 4 |
| 2026 Q2 | 9 | 0%none of 9 questions | 7 |
- 2024 Q410 questions · challenge rate 0% (none of 10 questions) · 7 companies
- 2025 Q112 questions · challenge rate 8% (1 of 12 questions) · 8 companies
- 2025 Q28 questions · challenge rate 13% (1 of 8 questions) · 8 companies
- 2025 Q35 questions · challenge rate 20% (1 of 5 questions) · 5 companies
- 2025 Q411 questions · challenge rate 9% (1 of 11 questions) · 10 companies
- 2026 Q15 questions · challenge rate 20% (1 of 5 questions) · 4 companies
- 2026 Q29 questions · challenge rate 0% (none of 9 questions) · 7 companies
Topics
Topics tagged on this analyst’s questions.
- Demand16
- Margin15
- Cloud & AI14
- Revenue Growth11
- Competitive Dynamics10
- Product Launch7
- Pricing7
- Innovation & R&D6
- Geographic Expansion5
- Cost Pressure5
Show all 19 topics
- Capital Allocation4
- M&A4
- Capex Investment4
- Guidance Reliability3
- Macroeconomic3
- Subscriber Growth3
- Trade Tariffs1
- Labor Market1
- Regulation Policy1