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Analyst
Dan Levy
Period: Reporting periods mapped to calendar 2024 Q4 – 2026 Q2 (7 quarters).
- Questions
- 53on tracked calls
- Challenge rate
- 13%7 of 53 questions
- Companies
- 5questioned 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 53 of 53 questions from 5 companies
GMGeneral Motors14 questions · 7 reporting periods · 2 of 14 challenging
Calendar 2026 Q2
how much incremental benefit there is, maybe you could talk about what specifically is driving that upside on pricing
Show response
Jacobson cited strong pricing resilience on current trucks and a richer trim mix, but declined to commit to specific pricing on the next-gen trucks.
It seems to add up to somewhat more than the guidance raise that you issued.
Show response
Jacobson clarified commodity prices have not fallen; the raise banks first-half outperformance rather than assuming a second-half tailwind.
Calendar 2026 Q1
how much do you have in your back pocket on cost mitigation that even if the inflation on these commodities continues
Show response
Paul declined to speculate on 2027 specifics but pointed to continuing tailwinds from warranty, EV profitability, regulatory savings, and the new pickup launch as structural offsets.
within some of the more profitable areas within large pickups, are you still holding your share
Show response
Mary acknowledged strong demand across the full pickup lineup but framed share losses as inventory-driven rather than competitive; pointed to disciplined incentive spend vs competitors.
Calendar 2025 Q4
can you just unpack the assumption for pricing to be flat to up? How much of that is just the benefit of ICE or some other dynamics in play?
Show response
Paul said no new price increases assumed, flat to up 0.5% is just annualization of model year 2026 pricing set in late 2025. Confident in vehicle portfolio and upcoming truck launches to maintain pricing discipline.
to what extent does this portfolio align with what's gonna likely be higher near-term ICE mix?
Show response
Mary said EV investments now focused on cost reduction like LMR. Hybrids planned for key segments. Paul added restructuring preserved battery capacity for LMR/LFP transitions while cutting excess. Management team has proven ability to pivot to demand.
Calendar 2025 Q3
you've talked about the opportunity for improving some of the EV -- reducing some of the EV losses that you have. Maybe you could just give us a sense of what you might be assuming
Show response
Mary said retail EV portfolio stays but focused on cost reduction through complexity reduction, common parts, and LMR battery tech. Will build to demand with disciplined incentives at half industry level. Paul added EV supply rationalization industry-wide will create more stable competitive environment.
it looks like your mitigation is yielding stronger benefits. Maybe you could just unpack that a bit because it seems like in the market, pricing is a bit maxed out
Show response
Paul detailed three buckets: pricing up 0.5-1% with disciplined inventory; Fort Wayne line rate increase flowing through with bulk of footprint savings in late 2026-early 2027; fixed cost curve flattened. All expected to hold into 2026 with manufacturing footprint expanding.
Calendar 2025 Q2
how do we look at you know, the the the depth or the breadth of your EV lineup going forward and the price points at which you're offering vehicles
Show response
Mary emphasized strategic portfolio covering luxury through affordable. Investments focused on profitability improvement through LMR and LFP battery tech, lighter architecture, smaller batteries. Scale from growing Equinox share will also help drive affordable EV profitability.
as far as the second half goes, how do we reconcile the assumption of pricing sort of held where it is versus the notion that as others run out of pre-tariff inventory
Show response
Paul said fleet pricing headwind is largely a comp issue from tighter inventory in prior year. Still comfortable with up 0.5% to 1% full-year pricing. Pursuing own commercial path centered on product strength rather than following competitor pricing.
Calendar 2025 Q1
maybe you could just unpack the views on SAAR of what you said you still think can be $16 million
Show response
Paul said expecting SAAR to revert to 16M plan after elevated March-April. Not banking on sustained high levels. GM has excess US plant capacity to make adjustments faster than greenfield builds.
I see that the CapEx outlook is unchanged. And I think many of us have interpreted the policy changes as a way to drive sort of increased final assembly in the country
Show response
Paul said they will prioritize within existing $10-11B range based on best return. Mary confirmed multiple scenarios have been running since last year with several actions underway but not ready to announce.
Calendar 2024 Q4
I'm wondering if we could maybe get a sense of the magnitude. The third-party data forecasters have your North America production down 9% for 2025
Show response
Paul said SAAR expected similar to 2024. January too noisy to judge December pull-forward. Share at highest since Q4 2018 excluding COVID. Some opportunity to build inventory within 50-60 day window.
In this environment, can you give us a sense of how you're thinking about resource allocation toward EVs? How much overhead spend can you pull back on?
Show response
Mary emphasized capital flexibility, cited Orion decision and LG plant sale. Will continue deploying capital to both ICE and EV guided by consumer demand.
FFord Motor Company12 questions · 7 reporting periods · 4 of 12 challenging
Calendar 2026 Q2
what this headline potentially means on incremental cost outs in the future on the warranty side?
Show response
Kumar Galhotra said recalls are down about 40% YoY on the quality push, which should flow into lower warranty and recall costs over time.
Calendar 2026 Q1
We know within the guidance that effectively the IEEPA refund is being offset by the raw mats.
Show response
House attributed the raise to software/physical services, net pricing, and cost timing, with $0.5B pulled through to the full-year guide.
Calendar 2025 Q4
how you're making sure that this new round of investments is being done in a more capital efficient manner
Show response
Farley outlined capital-efficient EV strategy: UEV targeting $30-35K mass market EVs in US, hybrid and eREV for trucks, Renault/VW partnerships in Europe for scale. Acknowledged Chinese pricing risk as wildcard. Goal is capital allocation to reach 8% EBIT margin.
maybe you can help unpack the magnitude of other benefits you're getting on the mix side and how all of this can on powertrain, and how all this can offset maybe some of the declines on volume from...
Show response
House detailed $2.5-3B Novelis tailwind (nonrecurrence + capacity actions) offset by $1.5-2B temporary costs. Market factors include Escape sunset, ~$0.5B US regulatory credit savings, $1B tariff cost reduction, $1B industrial cost improvements offset by commodity inflation and UEV/Energy investment.
Calendar 2025 Q3
What is your comfort that the industry price discipline that we've seen can be maintained even with this incremental capacity coming online?
Show response
Frick said industry pricing up ~0.5% with full-size pickups especially strong. Farley added underlying segment drivers (fuel, construction) plus fresh lineup (new Expedition, F-150, Super Duty, hybrid) support discipline.
I'm wondering if you could just update us where we are on the path to breaking that cost curve on warranty
Show response
Galhotra separated coverage (improving) from FSA costs (harder to forecast due to car park age). Coverage reductions expected to offset potential FSA increases. Q3 warranty costs down $450M YoY per House.
Calendar 2025 Q2
do you believe that your share is sustainable given we are now seeing some tariff relief?
Show response
Frick confirmed share sustainability with net pricing about flat for full year. Retail pricing up about 1% offset by some commercial van pressure that has stabilized.
what confidence is there that the recall piece is going to improve, especially as there may be now with higher quality standards
Show response
Farley separated coverage improvement (down YoY in Q2 ex-FSA) from FSA costs which have longer arc. 2023-2025 model year FSA costs at least 50% better than 2020-2022.
Calendar 2025 Q1
there was a media report out there that FNV4, your networked architecture is getting scrapped
Show response
Farley reframed as consolidation into FNV3, calling it a capital efficiency save that makes next-gen products cheaper than outgoing models while enhancing software capability.
If you could maybe give us a sense of how you expect volume to play out in the coming months
Show response
Farley guided 15.5M SAR in H2 (down 0.5M from plan) with 1-1.5% tariff-driven pricing in H2 and full-year flat. Left April at 56-day dealer supply and 66 gross.
Calendar 2024 Q4
Wanted to double-click on your commentary first on calendarization of earnings throughout the year
Show response
Management directly attributed Q1 weakness to 20% wholesale decline from launch activity and committed to reducing dealer inventory to mid-50,000 range.
How should we think about your EV plans and resource allocation in this environment?
Show response
Farley argued the affordable EV platform becomes more important if consumer tax credits are removed, and confirmed no current plans to adjust the EV lineup.
APTVAptiv10 questions · 5 reporting periods · 1 of 10 challenging
Calendar 2025 Q4
You're guiding to an adjusted growth of 4%. It is at the low end of the range of the 4% to 7% that you talked about at Investor Day.
Show response
Kevin attributed the gap to 2pp swing in global vehicle production assumptions from up 1% to down 1% between October and February. Non-auto growing 8%+ and software mid-teens. 4-7% through 2028 remains intact.
Maybe you could just give us a little more insight into what percentage of your COGS memory is of RemainCo, and when your contracts reset in 2027, what magnitude of impact this could be
Show response
Kevin disclosed $175M memory spend, 2026 price increases low double digits thanks to longer-term contracts and inventory build. Confident in 2027 pricing well below 100-120% market increases. Pass-through conversations advanced with OEMs.
Calendar 2025 Q3
maybe you could just help us decompose within the 3Q regional results where we saw North America do really well, Europe underperformed, China underperformed.
Show response
Kevin attributed Europe weakness to a large German OEM and French global OEM schedule reductions. China headwind from 3 NIO/Zeekr cancellations. NA benefited from production 4pts above plan.
how you look at the willingness to do deals when reality is maybe some of the assets you might be pursuing are going to be at multiples that are higher than where you are.
Show response
Kevin acknowledged multiple gap reality; transactions need meaningful synergies from cost/revenue side. Framework evaluates size, multiple, synergies, ease of integration, and future growth positioning.
Calendar 2025 Q2
Maybe you could just talk about some of the assumptions in the second half growth change.
Show response
Kevin cited ADAS program launches in NA/Europe and EDS strength in Q3, with Q4 comps tough against very strong Q4 2024.
How should we think about capital allocation dynamics in the future post EDS spin and especially on the inorganic side
Show response
Kevin outlined: EDS gets manageable leverage, dividend to Aptiv for debt paydown, then M&A focused on non-auto assets in ECG/ASUX.
Calendar 2025 Q1
With all of the macro uncertainty and given the heavy footprint in Mexico, does any of what's happening change or make you rethink parts of the plan?
Show response
Kevin confirmed separation plan unchanged; EDS focus remains on growth, standardization, automation and non-auto diversification.
Kevin, I'm wondering if you could first just talk to perhaps real time, what are you seeing on advanced content bidding launch?
Show response
Kevin acknowledged activity is robust but OEM award decisions are dragging out, similar to 2024 pattern with back-half-weighted bookings.
Calendar 2024 Q4
Is this just the continuation of what we saw in 2025 or 2024 where it was just a couple of key customers that were dragging down results
Show response
Kevin detailed continued local OEM share gain with Aptiv's growth-over-market gap narrowing to ~1pp in 2025, parity in 2026.
maybe you could just double-click on the extent to which you are seeing benefits on the cost actions, what is low-hanging fruit
Show response
Kevin outlined salary reductions, footprint rotation, material cost engineering, and manufacturing automation as key levers.
TSLATesla, Inc.10 questions · 6 reporting periods · 0 of 10 challenging
Calendar 2026 Q2
to what extent is energy storage going to be supply constrained for the foreseeable future?
Show response
Elon emphasized grid balancing and data-center power smoothing demand but did not quantify the demand split.
to what extent right now in this CapEx cycle is your pace of CapEx effectively capped
Show response
Elon said he wants to spend as fast as possible balancing efficiency against time for the higher-NPV outcome.
Calendar 2026 Q1
how much of Terafab is also motivated to get better economics on your midterm chip purchases
Show response
Elon directly denied economic leverage motivation, stating Terafab is driven by anticipated inability of existing chip industry to supply sufficient AI chips at scale. Also mentioned pursuing potentially radical chip manufacturing improvements through the research fab.
Calendar 2025 Q4
are there any near-term constraints on procuring memory
Show response
Musk said Tesla AI is an order of magnitude more memory-efficient than Grok and other large models, and Tesla has a logic/memory solution for ~3 years but will be supplier-limited beyond that, warning this is existential for Optimus and flagging the need for more US fab capacity.
Calendar 2025 Q3
how do we define the areas that are really within Tesla's core competency
Show response
Musk argued Tesla had zero core competencies at the start and built them one by one (battery, Supercharger, AI software), framing Optimus at scale as 'the infinite money glitch.'
to what extent are the AI efforts at Tesla and x AI complementary
Show response
Musk said Grok targets AGI with massive training compute while Tesla's models are 5-10% the size, with some complementarity via Grok voice in the car and Optimus voice I/O.
Calendar 2025 Q2
the gating factors to enabling that and what time line we should expect on personally owned vehicles in the robotaxi network
Show response
Musk said confidently next year for customer add-to-fleet, with Tesla requiring validation similar to Uber/Lyft's checklist process to ensure safety.
Are the cash flows in the auto business sufficient to fund it
Show response
Musk said they can debt-finance once cash flows are visible; Vaibhav added they will use the balance sheet in the interim until recurring revenues reach scale.
Calendar 2024 Q4
just how much more aggressively you would be willing to sell your cars versus in light of your improvements on FSD
Show response
Musk reframed the constraint as battery supply, not demand, and flagged Q1 retooling for the new Model Y as a near-term output drag.
what would be your view on the right policy in the US, given your comments in the past of the need to push for sustainable transport
Show response
Musk sidestepped specific policy recommendations and instead argued the transition is inevitable regardless of regulation.
RIVNRivian Automotive, Inc.7 questions · 7 reporting periods · 0 of 7 challenging
Calendar 2026 Q2
whether it's within EDV or R1
Show response
Claire said backing out the $100 million ramp cost implies about $88,400 per unit, roughly a $5,000 sequential improvement driven by volume, with an additional benefit from the IEEPA receivable booked in COGS.
Calendar 2026 Q1
What are the sort of most limiting factors that you still have to address on this ramp?
Show response
RJ said the contractual R2 bill of materials at about half of R1 underpins healthy target margins, and Javier described the plant and supplier readiness for the ramp.
Calendar 2025 Q4
do you have a feel for what the aggregate demand is?
Show response
RJ expressed high confidence in R2 demand given the underserved segment and strong preproduction reviews, and said the short window before the Gen 3 autonomy hardware would not materially gate deliveries.
Calendar 2025 Q3
give us the latest update on tariffs within the results?
Show response
Claire said Q3 tariff impact was just under a couple thousand dollars per vehicle, trending to a few hundred dollars per unit for new builds after the Section 232 offset extension and broadened parts eligibility.
Calendar 2025 Q2
what are the things in R1 that won't recur?
Show response
RJ said the R2 bill of materials is contractually about half of R1 and non-BOM conversion cost should be less than half, and Javier confirmed R2 was 100% sourced, giving confidence in the target cost structure.
Calendar 2025 Q1
what your strategy is, especially around LFP
Show response
RJ said existing inventory covers 2025, the R2 4695 cell will be localized to Arizona by 2027, and Rivian retains flexibility on R1 cell sourcing including LFP, without confirming a specific tariff rate.
Calendar 2024 Q4
Could you just outline what exactly you are assuming on tariffs, credits, et cetera?
Show response
Claire declined to break out individual drivers but said guidance embeds hundreds of millions of dollars of aggregate EBITDA impact from incentives, regulations and tariffs, framed as a fluid, current-view estimate.
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 |
|---|---|---|
| GM General Motors | 14 | 14%2 of 14 questions |
| F Ford Motor Company | 12 | 33%4 of 12 questions |
| APTV Aptiv | 10 | 10%1 of 10 questions |
| TSLA Tesla, Inc. | 10 | 0%none of 10 questions |
| RIVN Rivian Automotive, Inc. | 7 | 0%none of 7 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 | 9 | 0%none of 9 questions | 5 |
| 2025 Q1 | 7 | 29%2 of 7 questions | 4 |
| 2025 Q2 | 9 | 11%1 of 9 questions | 5 |
| 2025 Q3 | 9 | 11%1 of 9 questions | 5 |
| 2025 Q4 | 8 | 25%2 of 8 questions | 5 |
| 2026 Q1 | 5 | 0%none of 5 questions | 4 |
| 2026 Q2 | 6 | 17%1 of 6 questions | 4 |
- 2024 Q49 questions · challenge rate 0% (none of 9 questions) · 5 companies
- 2025 Q17 questions · challenge rate 29% (2 of 7 questions) · 4 companies
- 2025 Q29 questions · challenge rate 11% (1 of 9 questions) · 5 companies
- 2025 Q39 questions · challenge rate 11% (1 of 9 questions) · 5 companies
- 2025 Q48 questions · challenge rate 25% (2 of 8 questions) · 5 companies
- 2026 Q15 questions · challenge rate 0% (none of 5 questions) · 4 companies
- 2026 Q26 questions · challenge rate 17% (1 of 6 questions) · 4 companies
Topics
Topics tagged on this analyst’s questions.
- Cost Pressure14
- Competitive Dynamics10
- Demand9
- Trade Tariffs9
- Pricing8
- Product Launch8
- Capital Allocation8
- Capex Investment7
- Margin6
- Innovation & R&D6
Show all 19 topics
- Regulation Policy6
- Guidance Reliability5
- Supply Chain4
- Macroeconomic3
- Revenue Growth3
- M&A3
- Cloud & AI1
- Inventory1
- Geographic Expansion1