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Analyst

Benjamin Black

Deutsche Bank · covers Technology, Communication Services

Period: Reporting periods mapped to calendar 2024 Q4 – 2026 Q2 (7 quarters).

Questions
33on tracked calls
Challenge rate
3%1 of 33 questions
Companies
7questioned 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 33 of 33 questions from 7 companies

RDDTReddit, Inc.10 questions · 7 reporting periods · 0 of 10 challenging
RDDT company page →

Calendar 2026 Q2

So I guess the question really is, why not spend more? You know, what are you seeing in terms of the retentiveness

Capital AllocationSubscriber GrowthMarginTranscript · FY2026 Q2 →
Show response

Vollero answered candidly that retention is the constraint on scaling user acquisition spend and acknowledged Reddit sits below peers on that measure.

where do you see the largest remaining opportunity for operating leverage over the next few years?

MarginCost PressureCapital AllocationTranscript · FY2026 Q2 →
Show response

Vollero was explicit that leverage comes from incremental revenue flow-through rather than cost takeout, and named the long-term 50% margin goal.

Calendar 2026 Q1

can you maybe talk about the contribution rates on the platform. How those have been trending? What are you doing to support growth there?

Subscriber GrowthInnovation & R&DTranscript · FY2026 Q1 →
Show response

Steve described the content flywheel and post-success work, and said licensing partners are chosen for citations, mind share and mission fit beyond dollars.

Calendar 2025 Q4

how do you think about the impact to users, you know, contribution rates, and certainly the ad side of the business?

Show response

Jen said Reddit owns the trusted-recommendation point of decision, which agents can't commoditize, positioning it well for agentic commerce.

I'll be curious to hear your thoughts on AI-generated content on the platform.

Cloud & AICompetitive DynamicsTranscript · FY2025 Q4 →
Show response

Steve said AI content can be additive if transparent and well labeled, but bot-like behavior belongs in the developer program.

Calendar 2025 Q3

your incremental margins are sort of hovering around the 60% range. How should we think about potentially sort of updated margin targets?

MarginGuidance ReliabilityTranscript · FY2025 Q3 →
Show response

Drew lifted the long-term adjusted EBITDA-margin North Star toward 50% but said it won't rise every quarter given reinvestment.

can you talk a little bit about the operating environment you're seeing as we head into the 4Q holiday shopping season? And what assumptions have you baked into the guide from a macro perspective?

MacroeconomicDemandTranscript · FY2025 Q3 →
Show response

Jen described the ad market as broadly stable but with low visibility, with tariffs on some customers' minds.

Calendar 2025 Q2

you highlighted being the most cited domain on the Internet for LLM models. How is that translating into user trends.

Cloud & AICompetitive DynamicsTranscript · FY2025 Q2 →
Show response

Steve said the licensing deals proved how essential Reddit's Corpus is to LLMs, leaving Reddit in a strong strategic position.

Calendar 2025 Q1

And investors are starting to think about the renewal process. Can you maybe talk about your and also your partners' appetite to renew?

Cloud & AIRevenue GrowthTranscript · FY2025 Q1 →
Show response

Steve said it is too early on renewals but partners value the data, reiterating the ongoing-supply thesis for licensing.

Calendar 2024 Q4

Have you seen an impact on retention, on engagement, or even on sort of logged-in conversion?

Cloud & AISubscriber GrowthTranscript · FY2024 Q4 →
Show response

Steve said it was too early to measure retention effects since Answers is English-only and just launched.

SPOTSpotify Technology S.A.9 questions · 6 reporting periods · 1 of 9 challenging
SPOT company page →

Calendar 2026 Q2

Benjamin Black had a question about some initiatives to drive MAU growth in the future as well

Subscriber GrowthGeographic ExpansionTranscript · FY2026 Q2 →
Show response

Folded into the MAU answer: Alex described the emerging-market growth curve maturing into a LatAm-like conversion path over time, but gave no distinct future-initiative list.

Calendar 2026 Q1

First quarter Premium gross margin was very strong despite only 1 month of U.S. pricing.

Show response

Alex attributed margin strength to a healthy core across music, podcasts and audiobooks; Christian added only qualitative color on Q2 reinvestment, no specific driver.

Yesterday, you announced a partnership with Peloton. Could you highlight the strategic rationale?

Product LaunchCompetitive DynamicsTranscript · FY2026 Q1 →
Show response

Alex declined to disclose deal specifics but positioned the ad-free premium content as similar to the audiobooks/SBP playbook.

Calendar 2025 Q3

You've now struck deals with all major labels from a high level. What do you think you've achieved?

Competitive DynamicsProduct LaunchTranscript · FY2025 Q3 →
Show response

Alex disclosed new modernized deals with all top-5 U.S. publishers securing long-needed broader video rights, framed as win-win that unlocks new products and features. Direct.

Calendar 2025 Q2

Could you help us understand the implied FX-neutral ARPU trends for the third quarter?

Show response

Christian guided flat constant-currency ARPU in Q3 with developed-market uplift offset by emerging-market dilution, and declined to comment on Q4.

This quarter, your gross margins didn't beat your guidance for the first time in a while.

MarginGuidance ReliabilityTranscript · FY2025 Q2 →
Show response

Christian said the guidance philosophy is unchanged; they calibrate to a certain level and this quarter simply landed on target rather than above.

Calendar 2025 Q1

Do you still think it's achievable? And if so, what gives you the confidence to reaccelerate growth?

ChallengingRevenue GrowthGuidance ReliabilityTranscript · FY2025 Q1 →
Show response

Daniel declined to reaffirm the 20% constant-currency target as linear, stressing execution speed and past reacceleration via price increases and subscriber growth.

Can you elaborate on that a little? What should investors be braced for financially?

MacroeconomicDemandTranscript · FY2025 Q1 →
Show response

Daniel clarified 'near-term noise' referred to broader markets, not Spotify's business, which he said shows no cause for concern short or long term.

Calendar 2024 Q4

Gross margins came in above expectations this quarter. Could you dig into the drivers of variability here?

Show response

Christian guided to full-year margin improvement over 2024 but with more quarterly variability due to targeted investments.

APPApplovin Corp5 questions · 3 reporting periods · 0 of 5 challenging
APP company page →

Calendar 2026 Q1

the difference you're seeing across those who are having success and those who are not yet having success on Axon?

DemandCompetitive DynamicsTranscript · FY2026 Q1 →
Show response

Adam explained success depends on advertisers creating creative specific to Axon's 30-second format rather than porting social ads. Demand density improvement will help conversion rates over time.

Calendar 2025 Q4

how far along the automation curve are we now and where could be in the next, call it, 12 to 18 months?

Cloud & AIInnovation & R&DTranscript · FY2025 Q4 →
Show response

Adam said generative AI interactive page tools are in pilot with 100+ customers, video model coming soon. Goal is to help ecommerce advertisers bridge the gap from hundreds of creatives to gaming-like volumes.

could you perhaps sort of reflect on the self-service launch? What were some of the key learnings, what worked? What didn't?

Product LaunchDemandTranscript · FY2025 Q4 →
Show response

Adam described strong prior-year cohort growth and positive referral trends but declined to break out ecommerce revenue, arguing vertical disclosure in a unified auction would be misleading.

Calendar 2025 Q3

Is there any reason to think that the take rate or revenue margin from your e-com spend should be any different to that of the core gaming business?

MarginRevenue GrowthTranscript · FY2025 Q3 →
Show response

Adam said unified auction means take rates are consistent across categories; ad credits for new advertisers are immaterial.

your sort of compute capacity requirements are likely scaling. So sort of how does that play into sort of your expense outlook

Capex InvestmentCloud & AITranscript · FY2025 Q3 →
Show response

Adam said GPU purchases planned a year ahead, expensed through P&L not capitalized; disciplined to not overinvest ahead of revenue.

SNAPSnap Inc.3 questions · 3 reporting periods · 0 of 3 challenging
SNAP company page →

Calendar 2025 Q4

the decision to moderate infrastructure spending at a time when others are ramping spend to drive ad performance?

Capex InvestmentMarginTranscript · FY2025 Q4 →
Show response

Evan said AI/ML spend continues while infra is being calibrated to monetization potential and converted to revenue-generating uses; direct.

Calendar 2025 Q2

how do you think about the interplay between pricing and subscription to drive growth within Snapchat+?

Subscriber GrowthPricingTranscript · FY2025 Q2 →
Show response

Evan said Lens+ is early but promising, with room to run pricing experiments while building subscriber value; direct.

Calendar 2025 Q1

what is potentially not working and what gives you confidence that those trends can reflect positively again?

Subscriber GrowthDemandTranscript · FY2025 Q1 →
Show response

Evan said NA DAU is stabilizing near 99-100 million with no further Q2 declines expected, citing snapping and content freshness; direct.

RBLXRoblox Corporation2 questions · 2 reporting periods · 0 of 2 challenging
RBLX company page →

Calendar 2025 Q3

does the Discovery model just get increasingly smarter at recommending content?

Innovation & R&DCompetitive DynamicsTranscript · FY2025 Q3 →
Show response

Baszucki said the 3D interaction data set deepens the Discovery moat; Chopra attributed the hours-versus-bookings divergence to geographic mix shift.

Calendar 2025 Q2

Could you maybe talk about why you're seeing such a high rotation in the top 10 experiences?

Competitive DynamicsDemandTranscript · FY2025 Q2 →
Show response

Baszucki attributed top-10 rotation and virality to discovery, infra quality and Studio tooling, plus growth all the way down to the top 1,000 creators.

UUnity Software Inc.2 questions · 2 reporting periods · 0 of 2 challenging
U company page →

Calendar 2026 Q1

capital allocation priorities and how you think philosophically about supplementing the business

Capital AllocationM&ATranscript · FY2026 Q1 →
Show response

Management prioritized paying the 2026 convert and organic investment, with a high M&A bar; direct.

Calendar 2025 Q3

is there anything you're seeing in the performance of Vector and the Unity ad network today that may change your strategy

Competitive DynamicsRevenue GrowthTranscript · FY2025 Q3 →
Show response

Management cited a programmatic Audience Hub push while staying focused on gaming; direct.

Show 1 more company
UBERUber2 questions · 1 reporting period · 0 of 2 challenging
UBER company page →

Calendar 2025 Q2

can you just dig a little bit deeper into your comments around externalizing your technical capabilities in the letter

Innovation & R&DCloud & AITranscript · FY2025 Q2 →
Show response

Dara described separating advertising from fulfillment (delivery direct) and the Uber AI Solutions business for data labeling, translation, and algorithm tuning as examples of platform externalization.

where do you see the greatest incremental opportunity for Mobility in the U.S.? Is this more sort of on the lower-priced offering

Show response

Dara said premium is easier and more profitable near-term, while low-cost has greater long-term TAM potential. Uber for Business growing over 30% year-over-year.

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.

CompanyQuestionsChallenge rate
RDDT Reddit, Inc.100%none of 10 questions
SPOT Spotify Technology S.A.911%1 of 9 questions
APP Applovin Corp50%none of 5 questions
SNAP Snap Inc.30%none of 3 questions
RBLX Roblox Corporation2—Rate withheld: fewer than 3 questions
U Unity Software Inc.2—Rate withheld: fewer than 3 questions
UBER Uber2—Rate withheld: fewer than 3 questions
  • RDDT
    Reddit, Inc. · 10 questions
    0%none of 10 questions
  • SPOT
    Spotify Technology S.A. · 9 questions
    11%1 of 9 questions
  • APP
    Applovin Corp · 5 questions
    0%none of 5 questions
  • SNAP
    Snap Inc. · 3 questions
    0%none of 3 questions
  • RBLX
    Roblox Corporation · 2 questions
    —rate withheld: under 3 questions
  • U
    Unity Software Inc. · 2 questions
    —rate withheld: under 3 questions
  • UBER
    Uber · 2 questions
    —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”.

Questions by calendar reporting period
Calendar periodQuestionsChallenge rateCompanies
2024 Q420%none of 2 questions2
2025 Q1425%1 of 4 questions3
2025 Q270%none of 7 questions5
2025 Q370%none of 7 questions5
2025 Q450%none of 5 questions3
2026 Q150%none of 5 questions4
2026 Q230%none of 3 questions2
  1. 2024 Q42 questions · challenge rate 0% (none of 2 questions) · 2 companies
  2. 2025 Q14 questions · challenge rate 25% (1 of 4 questions) · 3 companies
  3. 2025 Q27 questions · challenge rate 0% (none of 7 questions) · 5 companies
  4. 2025 Q37 questions · challenge rate 0% (none of 7 questions) · 5 companies
  5. 2025 Q45 questions · challenge rate 0% (none of 5 questions) · 3 companies
  6. 2026 Q15 questions · challenge rate 0% (none of 5 questions) · 4 companies
  7. 2026 Q23 questions · challenge rate 0% (none of 3 questions) · 2 companies

Topics

Topics tagged on this analyst’s questions.

  • Margin8
  • Demand8
  • Competitive Dynamics8
  • Cloud & AI8
  • Subscriber Growth6
  • Innovation & R&D4
  • Pricing4
  • Revenue Growth4
  • Capital Allocation3
  • Product Launch3
Show all 17 topics
  • Guidance Reliability3
  • Capex Investment2
  • Macroeconomic2
  • Cost Pressure1
  • Geographic Expansion1
  • M&A1
  • Fx1