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Analyst
Alex Markgraff
Period: Reporting periods mapped to calendar 2024 Q4 – 2026 Q2 (7 quarters).
- Questions
- 21on tracked calls
- Challenge rate
- 0%none of 21 questions
- Companies
- 4questioned 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 21 of 21 questions from 4 companies
HOODRobinhood Markets, Inc.9 questions · 7 reporting periods · 0 of 9 challenging
Calendar 2026 Q2
would be curious if there’s anything you can share from a monetization standpoint
Show response
Shiv quantified take economics as a few basis points per transaction with an approximately 50/50 revenue share with Arbitrum.
Calendar 2026 Q1
other sources of customer growth when you're putting some more capital behind it, where does your mind go
Show response
Vlad outlined product-side improvements to simplify onboarding plus marketing ROI as levers for top-of-funnel growth.
where the flexibility exists on the lower side, if need be to ensure that profitable growth framework
Show response
Shiv noted fixed costs are largely discretionary software/marketing spend, giving flexibility to pull levers while still investing for the long term.
Calendar 2025 Q4
with the close of the JV, can you give us a sense as to what the team is working on and from a product standpoint outside of a greater list of contracts
Show response
Vlad outlined multi-asset cross-linking between equities, crypto, and prediction markets. Plans to show relevant contracts on stock detail pages. Streaming first-time prediction market customers into cross-sell for retirement and other products. Rothera provides vertical control over listing, pricing, and economics.
Calendar 2025 Q3
you mentioned the wealth transfer in your prepared remarks. And I'd just be curious to get your thoughts as to in that sort of longer arc opportunity where we are today
Show response
Vlad outlined family-as-product strategy with credit card, banking, and up to 10 brokerage accounts. Plans for trust and custodial accounts. TradePMR integration for complex financial needs. Jason added they are winning market share across every category, positioning for outsized share of $120T+ transfer.
Just want to understand better as you've moved through the third quarter and early part of the fourth quarter, the mix of smart exchange routing and how that's sort of factored into the numbers
Show response
Jason confirmed blended crypto take rate in high 60s bps zone with Q4 tracking similarly. Smart exchange routing driving more volume from active traders. Vlad added it enables personalized pricing for prosumer traders previously underpenetrated.
Calendar 2025 Q2
Can you talk a little bit about what you saw in the quarter and any effects you're seeing from smart exchange routing so far?
Show response
Jason detailed two crypto engagement methods: market maker at 85bps rebate and direct exchange at 10bps commission. Blended Q2 rate 58bps, July mid-60s. Revenue per trader increasing with exchange adoption.
Calendar 2025 Q1
Could you just sort of speak to contribution margin and how you manage that line as you launch and scale new products
Show response
Jason emphasized optimizing for EPS and FCF per share rather than individual product margins. Technology platform enables low incremental cost serving diverse businesses. 100% EPS growth YoY showcases operating leverage.
Calendar 2024 Q4
how you're thinking about the approach to deposit incentive offerings in '25?
Show response
Jason confirmed strong Legend incrementality but said more time needed for full clarity. Vlad noted deposit incentives becoming more personalized with retirement rollovers and APY boosts.
COINCoinbase Global8 questions · 7 reporting periods · 0 of 8 challenging
Calendar 2026 Q2
I am curious to understand how the team is thinking about driving cross product adoption.
Show response
Haas laid out the storage-first funnel, named where growth marketing is working, and said early data shows new products such as prediction markets add incremental spot volume rather than cannibalising it.
Calendar 2026 Q1
Can you walk us through the RIF? I think many folks are curious to understand how much is a function of the current environment versus AI leverage?
Show response
Alesia said the $500M cost reduction reflects both market headwinds and AI-native transition, with full-year adjusted expenses of $4.3B-$4.6B.
Calendar 2025 Q4
can you describe the strategy for bringing customer assets to Coinbase? To what extent do you believe -- do you expect equities and prediction markets to act as a front door to net new users?
Show response
Brian described the asset accumulation flywheel: trust drives asset storage, more products connect into assets increasing stickiness, monetization reinvested into trust. Equities and prediction markets both deepening existing users and attracting traditional investors.
Calendar 2025 Q3
maybe you could remind us how you're thinking about managing margins across these various products and platform elements?
Show response
Alesia explained focus on total customer relationship economics rather than individual product margins. Institutional clients now engaged with 3+ products. Targeting total adjusted EBITDA growth at company level.
Calendar 2025 Q2
How do we think about the economics and the revenue generation here? Can you discuss a bit about which party ultimately controls the user experience
Show response
Brian confirmed fully white-labeled infrastructure play (like AWS). Alesia said monetization flows through existing line items, trading volume, custody AUM, not a unique P&L line. No specific economics disclosed.
Calendar 2025 Q1
Just are there any sort of other large deals that we should think about Coinbase pursuing in an effort to command global leadership maybe just categorically speaking?
Show response
Emilie outlined M&A track record (Zapo, Togomi, Fare, One River, Deribit) and signaled appetite for more. Cited strong balance sheet, regulatory clarity, and Ventures portfolio as advantages.
Calendar 2024 Q4
is that wider than usual range? Is that a new approach to forecasting that line or how you're communicating that to us, or is it more a function of market conditions
Show response
Alesia attributed the wide range to post-election marketing opportunity variance, not a change in forecasting methodology. Wanted flexibility to deploy if attractive CAC opportunities arise.
could you paint a picture of sort of non-crypto native participation today and how you would expect that to evolve in a backdrop where there is clearer regulation
Show response
Brian outlined a progression: treasury management (Bitcoin) → B2B payments → tokenized rewards/governance. Noted Fortune 500s would start with balance sheet allocation and expand to operational crypto use cases.
CHYMChime Financial, Inc. Class A Common Stock2 questions · 2 reporting periods · 0 of 2 challenging
Calendar 2026 Q2
just sort of thinking about the evolution of the offering and scope versus what we're seeing at launch.
Show response
Chris framed Chime Invest as an engagement driver with strong member survey interest and seamless integration.
Calendar 2026 Q1
How do you think about the catalyst that those forthcoming products represent, whether it's account types
Show response
Chris outlined the coming investing, joint and custodial account roadmap and eventual unsecured credit as catalysts.
INTUIntuit2 questions · 2 reporting periods · 0 of 2 challenging
Calendar 2025 Q3
can you maybe talk about or just sort of outline the product and go-to-market priorities around IES in '26?
Show response
Sasan outlined three priorities: mining 800K eligible base customers, building accountant partner flywheel (longer-term), and quarterly product releases to penetrate and expand TAM. Ashley Still joining to accelerate.
Calendar 2025 Q1
could you maybe just talk about the Consumer Group result, as you noted, better than guided?
Show response
Sandeep attributed outperformance to stronger TurboTax online units and ARPR from expert engagement and early refund access. No expected seasonality changes.
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 |
|---|---|---|
| HOOD Robinhood Markets, Inc. | 9 | 0%none of 9 questions |
| COIN Coinbase Global | 8 | 0%none of 8 questions |
| CHYM Chime Financial, Inc. Class A Common Stock | 2 | —Rate withheld: fewer than 3 questions |
| INTU Intuit | 2 | —Rate withheld: fewer than 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 | 3 | 0%none of 3 questions | 2 |
| 2025 Q1 | 3 | 0%none of 3 questions | 3 |
| 2025 Q2 | 2 | 0%none of 2 questions | 2 |
| 2025 Q3 | 4 | 0%none of 4 questions | 3 |
| 2025 Q4 | 2 | 0%none of 2 questions | 2 |
| 2026 Q1 | 4 | 0%none of 4 questions | 3 |
| 2026 Q2 | 3 | 0%none of 3 questions | 3 |
- 2024 Q43 questions · challenge rate 0% (none of 3 questions) · 2 companies
- 2025 Q13 questions · challenge rate 0% (none of 3 questions) · 3 companies
- 2025 Q22 questions · challenge rate 0% (none of 2 questions) · 2 companies
- 2025 Q34 questions · challenge rate 0% (none of 4 questions) · 3 companies
- 2025 Q42 questions · challenge rate 0% (none of 2 questions) · 2 companies
- 2026 Q14 questions · challenge rate 0% (none of 4 questions) · 3 companies
- 2026 Q23 questions · challenge rate 0% (none of 3 questions) · 3 companies
Topics
Topics tagged on this analyst’s questions.
- Product Launch7
- Revenue Growth7
- Demand6
- Competitive Dynamics5
- Pricing4
- Innovation & R&D3
- Cost Pressure3
- Margin3
- Cloud & AI1
- Subscriber Growth1
Show all 13 topics
- M&A1
- Capital Allocation1
- Regulation Policy1