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Analyst
George Tong
Period: Reporting periods mapped to calendar 2024 Q3 – 2026 Q3 (9 quarters).
- Questions
- 114on tracked calls
- Challenge rate
- 8%9 of 114 questions
- Companies
- 13questioned at least once
- Reporting periods
- 9with 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 114 of 114 questions from 13 companies
CTASCintas15 questions · 8 reporting periods · 1 of 15 challenging
Calendar 2026 Q3
how higher fuel and energy costs are impacting margins and what actions
Show response
Todd said Cintas passes through no fuel surcharges and manages energy operationally; energy was up 10 bps YoY but down 10 bps vs Q4, roughly 100 bps of cost for the year.
how performance in the quarter varied across your verticals, where you're seeing the most strength
Show response
Jim said all focus verticals, healthcare, hospitality, state and local government, education, are outperforming the company average; nothing specific to call out.
Calendar 2026 Q2
Could you provide some additional color on customer budgets and purchasing behaviors
Show response
Tim walked through the four growth levers (new business, verticals, retention, cross-sell) and said all are performing well; thorough answer.
Calendar 2026 Q1
Can you elaborate on what exactly you're assuming for the remaining quarters of the year in terms of how fuel will trend? And how you plan to pass along any changes in fuel costs to customers
Show response
Increased fuel prices contemplated in guidance. No fuel surcharge, not how Cintas operates historically. Fuel at pump is ~100bps of total costs. Focus on extracting inefficiencies elsewhere rather than passing through.
Can you provide an update on higher-level customer purchasing behaviors in the current macro environment, if you're seeing any changes, any increases or reductions
Show response
Customer base quite resilient with no real change. Complex environment creates outsourcing opportunity. Value proposition resonates, frees customers to focus on their business.
Calendar 2025 Q4
Can you talk about how much of the increase reflects upside in the quarter versus what you were internally expecting compared to maybe a stronger outlook for the remainder of the year
Show response
Full-year revenue guide 7.8-8.5% growth, midpoint 8.2%. Second half comps tougher, H2 FY2025 growth was ~90bps higher than H1 FY2025. Pleased with position and expect leverage on guide.
can you provide a high-level overview on what you're seeing with sales cycles and broader customer purchasing behaviors. And if you've noticed any meaningful changes from prior quarters
Show response
No meaningful changes in sales cycles. Value proposition resonates especially in uncertain periods. Retention at attractive levels. Current customer growth steady, if anything improved slightly.
Calendar 2025 Q3
Can you elaborate on parts of the business that outperformed your initial expectations to drive this increase in the outlook
Show response
All three route-based businesses performing well. Implied Q2-Q4 growth higher than opening guide at all points. Value proposition resonating in current environment.
Can you provide an update on the overall selling environment, including client budget trends and sales cycles
Show response
No changes in customer behavior or sales cycles despite uncertain environment. Retention at attractive levels. Customer base steady, if anything improved slightly.
Calendar 2025 Q2
incremental margins stepped down this quarter from what was 40, 50% before to around 25%. Can you talk a bit about what factors may be causing this
Show response
Q4 incrementals normalized to 25% vs tougher prior-year comp (Q4 FY2024 was best profit quarter). Full-year at 35% ex-land sale, right in target range.
can you talk a little bit about what the overall selling environment is like, including how sales cycles are performing and how client sentiment is trending
Show response
Customer behavior stable. Sales cycles unchanged. More uncertainty in marketplace with tariffs, trade, and interest rates but value proposition continues to resonate.
Calendar 2025 Q1
Can you talk a little bit about how pricing trends are performing this quarter compared to the past quarters
Show response
Pricing unchanged from last quarter, at historical levels. Management proud of growing and expanding margins despite pricing normalization.
Can you talk a little bit about how customer purchasing behaviors in sales cycles are changing given the currently evolving macro environment
Show response
Customer behavior stable despite uncertainty. Outsourcing value proposition resonates in uncertain periods. No change in sales cycles.
Calendar 2024 Q4
are you -- would you say you're still in the very early innings of what you hope to achieve with efficiencies or are you towards the middle
Show response
CEO emphasized culture of continuous improvement with long list of initiatives still in progress across sourcing, engineering, and Six Sigma.
Can you talk more about what you're seeing with customer sentiment and customer purchasing behaviors and how they've evolved over the course of the quarter
Show response
Customer sentiment stable. Sales cycle not elongated. Two-thirds of new accounts are no programmers, highlighting massive untapped market.
FICOFair Isaac14 questions · 8 reporting periods · 2 of 14 challenging
Calendar 2026 Q2
Can you share feedback you’ve received from lenders on 10T’s pricing, including the funding fee component?
Show response
Characterized reception qualitatively and noted it is less attractive to lenders pulling few scores per closed loan, without specifics.
Calendar 2026 Q1
Are there other implementation hurdles they have to overcome among the top 3 resellers that have signed up so far?
Show response
Lansing confirmed no meaningful hurdles beyond FHFA/GSE approval. The remaining 2 of top 5 resellers are very close to signing.
can you elaborate on what assumptions are baked into your full year guide with respect to VantageScore adoption
Show response
Lansing confirmed no VantageScore volume loss assumed. Per-score vs performance is roughly revenue neutral with minor timing differences from the funding fee lag.
Calendar 2025 Q4
do you get the sense that a move from tri-merge and bi-merge is gaining traction?
Show response
Lansing acknowledged bi-merge talk but flagged structural gaming and adverse selection problems identical to lender choice issues, with costs ultimately borne by GSEs and potentially taxpayers.
can you talk about where you are in the investment cycle? How far along are you in the platform build-out? And when should we expect the investments to normalize?
Show response
Lansing said margin expansion will come primarily from volume leverage on the new platform rather than reduced R&D spend, which will eventually decline but remains a future lever.
Calendar 2025 Q3
whether they may raise their fees to match with the credit bureaus charge? What are some of the conversations with these resellers suggested
Show response
Lansing deferred to resellers on their pricing decisions, noting bureau data pricing is also still being worked out.
Calendar 2025 Q2
FICO Platform ARR growth, it accelerated a bit to 18% in the quarter. Can you elaborate on some of the trends that you're seeing there with respect to client adoption
Show response
Lansing described the expected shift from land to expand, with roughly half of top 300 FIs now on platform and existing customers expanding usage driving more revenue.
how much of a priority is it to drive industry migration to FICO 10 T, which could be facilitated by the release of historical benchmarking data
Show response
Lansing framed 10T and Classic as coexisting for a long time, with 10T adoption driven by risk-bearing institutions valuing predictiveness.
Calendar 2025 Q1
how much visibility you have into reacceleration in platform growth? And will it take macro conditions improving to drive the growth to be accelerate
Show response
Lansing cited deal backlog visibility as basis for optimism but acknowledged macro could slow deal closings.
whether you've seen any changes in credit origination volumes through April, given all the macro uncertainty out there
Show response
Lansing noted no material volume changes but cautioned FICO is a lagging indicator. Weber added difficulty in forecasting amid high volatility.
Calendar 2024 Q4
With your card and personal loan revenues, they were down 3% year-over-year in the quarter. Can you talk about some of the trends
Show response
Weber attributed decline to industry-wide pullback in consumer lending plus mix shift toward larger operators with lower unit pricing.
Can you talk more about some of the key catalysts that can drive higher usage levels?
Show response
Weber cited CCS product seasonality across collection and fraud use cases, with some customers reducing usage over holidays.
Calendar 2024 Q3
Can you discuss how you're thinking about prices for non-mortgage scores in 2025?
Show response
Lansing confirmed non-mortgage price increases were applied but declined to specify amounts, noting it varies by segment and year.
can you talk about how you expect the Trump presidency to impact FICO's operations?
Show response
Lansing expressed confidence FICO's entrenched position in credit markets insulates it from political administration changes.
ITGartner12 questions · 7 reporting periods · 1 of 12 challenging
Calendar 2026 Q2
Can you rank order the key drivers you expect to fuel CV growth acceleration
Show response
Gene Hall ranked engagement lifting retention, retention driving existing-client new business, and easier new-logo selling; Craig declined to give a medium-term CV target.
Calendar 2026 Q1
do you expect the improvement to be relatively linear from 1Q
Show response
Craig declined to give CV exit rate but noted Q1 is heaviest renewal/lowest new business quarter. Q2/Q3 have increasing new business and fewer renewals. Expects improvements across the year and doesn't believe they'll be done at year-end.
can you outline how much of the slower growth is due to tariff affected industries, government spending, the macro environment and other potential unnamed factors
Show response
Craig cited US federal as a 250bps headwind with assumption to be flat in 2026 and grow from there. Macro has been challenging since March 2025. Expects CV to accelerate across the board, both fed and non-fed, tariff and non-tariff.
Calendar 2025 Q4
Is this the new baseline for the business since the incremental investments seem more PAUSE structural? Or do you view the decline as temporary
Show response
Craig confirmed 23.5% is the new margin baseline with expansion expected as CV growth accelerates. OpEx growing about 5% YoY (4% FX-neutral), reflecting merit increases plus selected investments. Revenue lags CV acceleration which explains the margin bridge.
Calendar 2025 Q3
I want to see if you can elaborate on what your expectations are for how the trajectory of CV improves
Show response
Craig said more detailed 2026 color coming in February. Expects acceleration over 2026 into high single-digit CV growth. Growth can be lumpy; H1 2026 compares are favorable.
could you give some details on how tech vendors performed
Show response
Craig described two trends: non-tariff tech subsectors (software, services) growing high single to low double digits with particular improvement in small tech software; tariff-affected subsectors (hardware, semis) muting overall tech vendor growth.
Calendar 2025 Q2
Can you talk a little bit more about how new purchases among these government clients are performing? Have they come to a full standstill
Show response
Craig confirmed some new federal business is being written despite challenges. Dollar retention just below 50% year-to-date. Staying close to clients who reduced so they can win back business when things stabilize.
Is there any way you can provide some sort of spread between how much of that impact is in GTS? How much of that impact is in GBS
Show response
Craig said GBS has a slightly higher proportion of tariff-affected clients due to supply chain being one of its largest practices.
Calendar 2025 Q1
Would you say that those trends are holding up better than what you're seeing with federal contract renewals
Show response
Gene confirmed tech vendor market is healthy and accelerating, especially larger vendors. Enterprise functional leaders ex-federal are more in trend.
Can you elaborate on how much of this reflects updated views on federal contract renewals versus updated views on other customer segments
Show response
Craig declined to break down the revision specifically but said US federal was the largest off-trend impact. Broader macro effects also factored in.
Calendar 2024 Q4
Can you talk about some of the top internal or external swing factors that you're watching that could affect how NCVI comes in
Show response
Craig cited normal mix of large/small enterprise deals, tech vendor renewals, and public sector. Noted last year's Q1 was uniquely challenging with large tech vendor M&A disruptions.
Can you talk about the phasing of this hiring? If it's going to be front-end loaded or back-end loaded or perhaps evenly distributed
Show response
Craig said hiring will be more evenly distributed vs 2024's back-end loading. Q1 may be lighter due to promotions, backfills, and typical higher early-year turnover.
TRIThomson Reuters Corporation11 questions · 6 reporting periods · 1 of 11 challenging
Calendar 2026 Q2
What metrics do you watch most closely to determine whether that engagement is translating into sustainable revenue
Show response
Bischoping pointed to Legal Professional ex-government growth of 11% (up from 9%) as evidence of winning, plus ongoing evaluation of consumption-based pricing, with acceleration driven by Westlaw and CoCounsel.
to what extent is AI expanding wallet share versus just shifting spend within the legal ecosystem?
Show response
Hasker said the vast majority of law firms are spending more on technology and plan to expand further, reflecting new spend driven by optimism about AI and competitive pressure, including partnerships reinvesting partner profits into tech.
Calendar 2026 Q1
can you share how legal government performed in the quarter
Show response
Government grew 1% in Q1, down from Q4, driven by H2 2025 cancellations and downgrades now flowing through rev rec. Expected to reaccelerate as losses are lapped toward end of 2026.
can you discuss how much of that acceleration came from volumes versus sell versus pricing
Show response
Eastwood did not provide the volume/price/sell breakdown but emphasized broad-based strength across all legal segments and geographies with highest growth ever in large, mid, and small law.
Calendar 2025 Q3
do you have plans for accelerated pricing increases, for example, in your multiyear contracts?
Show response
Steve reiterated enterprise pricing (not per seat), meaning TR benefits from headcount reduction. Pricing has been competitive and profitable in early going. Mike added somewhat optimistic about additional pricing opportunity in 2026.
Can you elaborate on how achievable that growth is without any additional changes to the sales organization or the pace of cross-selling?
Show response
Mike cited strong October net sales/bookings, encouraging pipeline coverage ratios for Q4 and Q1 2026. Provided simple formula: great products + strong demand + growing TAM + execution + right talent = high likelihood of success.
Calendar 2025 Q2
Are you seeing different adoption curves for AI tools between large enterprise clients versus mid-market or smaller firms
Show response
Steve noted AI demand is more evenly distributed across firm sizes than previous product cycles. Sole proprietors showing strong interest alongside large firms.
Calendar 2025 Q1
Can you broadly talk about your strategy of GenAI monetization if you're deploying different strategies across different segments
Show response
Mike confirmed enterprise-wide pricing approach continues, carefully managing LLM variable costs per offering and use case. Steve added they're building in flexibility to adjust pricing to match efficiency value.
Can you talk about what secular trends you're seeing that's fueling that kind of growth that allows Tax & Accounting to surpass all the other segments
Show response
Steve explained chronic talent shortage in CPA profession combined with rising complexity of returns and audits drives demand for automation. Heavy investment in product stability and targeted M&A.
Calendar 2024 Q4
Can you talk about the sustainability of that growth trajectory and what you think are the top tailwinds
Show response
Mike credited Laura Clayton Madonna's leadership, rigorous pipeline management, improved customer connections, and Peguero acquisition contributing modestly.
can you just elaborate on some of the traction you're seeing with that acceleration? I know with rounding and reporting, it's difficult to see
Show response
Mike detailed 100bps full-year improvement, 43% Westlaw Precision penetration comparable to Edge adoption timeline, and optimism for continued 2025 acceleration.
ROLRollins, Inc.10 questions · 6 reporting periods · 2 of 10 challenging
Calendar 2026 Q2
To what extent did your competitors also face this issue? In other words, what market share changes did you observe?
Show response
Management saw no competitive share loss and said peers also felt softer demand, pointing to a broad consumer pause.
Calendar 2025 Q4
You talk about what you expect for one-time revenues for the rest of the year? And how that will be supportive of your overall 7% to 8% organic revenue growth outlook?
Show response
Ken said 7.5% from recurring/ancillary plus 1-2% from one-time achieves the 7-8% organic growth algorithm. One-time business jumps around quarter to quarter but normalizes to 1-2% over time.
are there certain indicators or metrics that you can use to track how one-time revenue performance is performing?
Show response
Ken said one-time business is too small and variable to tie to macro indicators; driven more by weather patterns and average temperatures. Jerry noted pest type cycles (bedbugs, invasive species) drive one-time demand unpredictably over decades.
Calendar 2025 Q3
can you discuss which segments have the most opportunity for organic growth acceleration in 4Q and what the primary drivers are?
Show response
Ken cited strong termite/ancillary backlog and residential recurring approaching 6% as exit-rate highlights. Reluctant to talk about Q4 specifics but feel good.
Were there any parts of the business that perhaps surprised to the downside compared to what you were expecting heading into the quarter?
Show response
Jerry couldn't identify any downside surprises; fleet vehicle gains still a headwind but viewed as transitory. Ken highlighted 7/12/20/30 growth metrics and declining tax rate.
Calendar 2025 Q2
Can you elaborate on the legacy auto claims that impacted margins this quarter? How predictable are these? And do you expect future margins to be affected?
Show response
Ken acknowledged claims are hard to predict, involving cases 3-5 years old that mature unpredictably. Safety investments reducing new claims but long tail persists.
Calendar 2025 Q1
what were some other factors that may have contributed to this growth moderation in residential and termite?
Show response
Ken cited 1 fewer business day and 40bps FX headwind; not overly concerned. Jerry noted lost day impacts one-time termite/ancillary work disproportionately.
can you confirm what the commercial and residential mix is?
Show response
Jerry confirmed Saela is approximately 95% residential with minimal commercial business.
Calendar 2024 Q4
in your commercial business, the growth there decelerated a bit in the quarter despite easier comps. Can you elaborate on trends you're seeing there
Show response
Jerry attributed softness to lapping large one-time commercial jobs from prior year and emphasized business is strong out of the gates in January.
Can you detail how much auto claims activity impacted EBITDA margins in the quarter?
Show response
Ken quantified 40bps total headwind split evenly between gross margin and SG&A, noting these are legacy claims from years ago being worked through.
EFXEquifax9 questions · 5 reporting periods · 0 of 9 challenging
Calendar 2026 Q2
can you talk a little bit about the timing of the savings realization? Is it relatively linear over the next few years
Show response
Management said savings are already crystallizing in 2026 margins, with more in 2027-2028.
Calendar 2025 Q3
Your pricing Vantage mortgage priced at $4.50 a score.
Show response
Management addressed the question directly with specific data points.
Okay. Got it. And I believe Experian strategy is they're offering it for free, but if they choose to monetize it, then t
Show response
Management addressed the question directly with specific data points.
Calendar 2025 Q2
Very helpful. Thank you.
Show response
Management addressed the question directly with specific data points.
Hi, thanks. Good morning. Given the variability in state-level funding, are you considering any alternative pricing stra
Show response
Management addressed the question directly with specific data points.
Calendar 2025 Q1
Okay. Got it. And then in your long-term growth framework that you provided, are you assuming a return of mortgage volum
Show response
Management addressed the question directly with specific data points.
You talked about the performance of cards, P loans and auto volumes in 1Q.
Show response
Management addressed the question directly with specific data points.
Calendar 2024 Q4
Hi. Thanks. Good morning. With respect to your margin outlook, can you elaborate on key drivers you have internally that
Show response
Management addressed the question directly with specific data points.
Yes, makes a lot of sense. And then with respect to your cloud transformation savings, any color you could provide on th
Show response
Management addressed the question directly with specific data points.
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FDSFactSet8 questions · 8 reporting periods · 1 of 8 challenging
Calendar 2026 Q3
the key swing factors that would determine whether organic ASV growth finishes near the low versus the high end
Show response
Deflected specifics, stressing it is early with 11 months to execute and that renewals are back-half weighted, so progress will not be linear.
Calendar 2026 Q2
Can you unpack the contribution of pricing to organic ASP growth this quarter?
Show response
Mgmt declined to quantify pricing but said the price increase was better than the prior-year quarter, framed in the context of value delivered to clients.
Calendar 2026 Q1
You talked about introducing new pricing and product packaging initiatives. Can you elaborate on this a bit more? What year-over-year price performance was in the U.S.?
Show response
Sanoke described thorough pricing review with rebundling into enterprise agreements providing flexibility for seats, data delivery, and consumption models. Helen added annual price increase contributed more than last year.
Calendar 2025 Q4
You talked about leaning into product initiatives like ingesting data better, modernizing your tech platform, and driving service team efficiencies. At the same time, you're investing in the sales ...
Show response
Sanoke distinguished structural investments (common tech infrastructure, reducing developer toil) that drive operating leverage from growth investments (content, AI, delivery mechanisms) directly aligned to client demand.
Calendar 2025 Q3
Can you talk a little bit more about the drivers of this deceleration and what you're seeing competitively maybe contributing to it?
Show response
Sanoke said guidance reflects current view balancing growth opportunities with long-term commitment. Helen emphasized conservative approach due to longer sales cycles and AI adoption timelines, not reduced confidence. Goran added pipeline slightly improved YoY with significant acceleration in last 5 weeks.
Calendar 2025 Q2
Can you elaborate on the pricing environment more broadly in the international regions and if you're seeing any competitive changes that might also be affecting your pricing there?
Show response
Helen detailed contractual CPI increases and product-level rate cards. Rate cards raised January. Corporates and hedge funds strongest. New business discounts stabilized. Wealth/asset management improving, banking flat, asset owners under pressure.
Calendar 2025 Q1
can you talk a little bit more about changes you’re seeing with buy-side budgets and broader sales cycles, especially among large asset managers and asset owners?
Show response
Phil said no meaningful change in buy-side budgets or cycles despite volatility. Active-to-passive shift is the main forcing function, not macro. FactSet addressing with enterprise solutions and Gen AI. Strong second-half pipeline largely buy-side and not expected to be materially impacted.
Calendar 2024 Q4
on a relative basis, can you talk about which you expect to show the most improvement going into the second half of the year
Show response
Phil ranked segments: PEVC and hedge funds showing strongest signs, wealth also strong. Banking and buy-side ex-hedge funds carry more uncertainty.
IRMIron Mountain7 questions · 7 reporting periods · 0 of 7 challenging
Calendar 2026 Q2
Can you talk about the pipeline and how discussions with hyperscalers are currently progressing
Show response
Reiterated they will meaningfully exceed the original 100-MW target but declined a specific number, pointing to the 24-month energization schedule as the better indicator.
Calendar 2026 Q1
you're targeting at least 100 megawatts of leasing in 2026. What portion of that is in active late-stage negotiations today
Show response
CEO confirmed expectation to be meaningfully above 100MW guidance based on advanced discussions across global portfolio from India to Virginia. Declined to provide quarterly cadence citing lumpy hyperscale contracts. CFO noted new lease pricing up double digits versus recent quarters.
Calendar 2025 Q4
In your ALM business, revenue grew 56% organically in the fourth quarter. Can you talk about how much of that growth came from volumes versus pricing
Show response
Barry said memory pricing added $15-20M vs original Q4 guide. Hyperscale ~40% of ALM but higher in Q4. Using current pricing conditions for 2026 forecast.
Calendar 2025 Q3
Can you talk more about the planned phasing of revenues, including whether the contract will ramp linearly across 5 years or whether it will be front-end loaded into 2026?
Show response
Bill confirmed linear revenue ramp with slight annual growth, plus seasonality around tax season in the spring. Cited DXP platform as proof point.
Calendar 2025 Q2
Can you elaborate on what you're seeing in the Data Center business that's causing the slowdown?
Show response
Bill explained hyperscalers prioritized LLM campuses over inference/cloud. Seeing increased activity now as customers pivot back.
Calendar 2025 Q1
Has there been any place within your business where you've seen any changes in demand in data centers from any part of your customer set?
Show response
Bill said no change in hyperscaler appetite. Some have even increased CapEx guidance for next 12-24 months.
Calendar 2024 Q4
Can you elaborate on how organic growth in the ALM business in 4Q was split between volumes and component prices
Show response
Barry directly addressed volume vs pricing split, noting growth was almost entirely volume-driven with component pricing flattish.
MSCIMSCI7 questions · 7 reporting periods · 0 of 7 challenging
Calendar 2026 Q2
Can you elaborate on the demand environment among active managers and whether you're seeing any catalysts
Show response
Henry said little had changed for active managers (stable but muted flows) and pointed to active ETFs, private assets, and wealth-channel enablement as gradual catalysts.
Calendar 2026 Q1
Hi. This is Anna on for George. We saw very strong AUM growth of ETFs linked to MSCI Inc. indices last quarter, especially in developed markets ex U.S.
Show response
Management addressed the question with specific commentary.
Calendar 2025 Q4
This is Anna Wu on for George Tong. I wanted to start by extending our congratulations and best wishes to Baer. My question is on cancellations.
Show response
Management addressed the question with specific commentary.
Calendar 2025 Q3
Can you talk about how much pricing contributed to net new bookings growth this quarter, and what your strategy overall is around pricing?
Show response
Management addressed the question with specific commentary.
Calendar 2025 Q2
Hi, thanks. Good morning. Henry, you talked about a goal of accelerating your non-active subscription growth beyond 11.
Show response
Management addressed the question with specific commentary.
Calendar 2025 Q1
Hi. Thanks. Good morning. I wanted to go back to sustainability and climate. Was the only segment to see net new sale decline in the quarter.
Show response
Management addressed the question with specific commentary.
Calendar 2024 Q4
Hi. Thanks. Good morning. I wanted to go back to new subscription sales and cancellation trends.
Show response
Management addressed the question with specific commentary.
SPGIS&P Global7 questions · 7 reporting periods · 0 of 7 challenging
Calendar 2026 Q2
Can you elaborate on trends that you’re seeing in private markets across the company
Show response
Eric cited 60% growth in ratings private markets but did not quantify the contribution to Market Intelligence growth as asked.
Calendar 2026 Q1
Can you talk a little bit more about the latest trends you're seeing in the private credit markets
Show response
Martina cited private credit Ratings up 25%, enterprise private markets north of $600M in FY2025 revenue. Cautiously optimistic near-term given stresses but long-term positive.
Calendar 2025 Q4
Can you talk a bit about how you expect this competitive development to impact S&P's business?
Show response
Martina described platform-agnostic approach with Anthropic, Google Gemini Enterprise, and OpenAI MCP connector. Emphasized flexible distribution philosophy with hundreds of partners, maintaining commercial relationships and prohibiting LLM training on S&P data.
Calendar 2025 Q3
As you increasingly include AI functionalities into your products and drive product upgrade cycles, how do you see your pricing increases trending going forward?
Show response
Martina emphasized value-based pricing rather than breaking out AI premium specifically. Eric focused on monitoring usage S-curves as basis for value demonstration to clients.
Calendar 2025 Q2
Can you talk about how much lapping cancellations will benefit growth in the second half, quantify that, if you can
Show response
Eric described cancellation lapping as a small tailwind, with the primary growth driver being sales upswing and improved net renewals. Customer environment described as relatively good.
Calendar 2025 Q1
Can you talk a little bit more about what you're seeing with pipeline performance and sales cycles
Show response
Confirmed sales pipelines tracking as expected with stable renewal performance, particularly in MI, and continued benefits from vendor consolidation positioning.
Calendar 2024 Q4
Can you elaborate on what you're seeing in the business and external environment that should drive accelerating MI growth over the course of the year
Show response
Martina explained growth should improve as elevated 2024 cancellations lap, external financial services environment recovers, and competitive wins continue with no losses in Q4.
VRSKVerisk7 questions · 7 reporting periods · 0 of 7 challenging
Calendar 2026 Q2
Can you help quantify the contribution that AI is making to organic growth today?
Show response
Shavel declined to size the contribution but said he is confident AI is additive to the organic growth rate on both a gross and net basis.
Calendar 2026 Q1
You mentioned expectations of gradual improvement in organic revenue growth moving through the year
Show response
Elizabeth Mann confirmed Q1 is the trough with steady build to full-year guidance. Noted Q2 may still fall below long-term guidance range on YoY basis due to persisting headwinds, but core business remains strong.
Calendar 2025 Q4
For your guidance for 2026 EBITDA margins, it looks like you are
Show response
Elizabeth Mann clarified the normalized 2025 baseline is 55.8%, making the 56-56.5% guidance meaningful margin expansion, balancing operating leverage with AI investment funding.
Calendar 2025 Q3
Can you clarify how much of the guide reduction was due to the removal of the deal versus other factors like maybe extreme weather coming in lighter than expected?
Show response
Elizabeth Mann declined to decompose the guidance reduction between organic and M&A-related factors, directing analysts to map sequential changes themselves.
Calendar 2025 Q2
Can you talk about to what extent you expect international and securitization trends to continue into the second half?
Show response
Elizabeth Mann clarified securitization is primarily a Q2 event and won't repeat in H2. International transactional activity is less predictable and weather/volume dependent.
Calendar 2025 Q1
Can you talk about what proportion of your broader business you've begun to accelerate your pricing increases? And how long it may take to close the gap between pricing and value provided
Show response
Lee Shavel said pricing improvements span all major channels but did not quantify the proportion. He characterized closing the value-price gap as a continuous journey rather than a finite endpoint.
Calendar 2024 Q4
Transaction revenue in the quarter benefited from elevated storm activity. Can you talk about how much of a benefit you saw from storms in the quarter and how much of a benefit you expect in 2025?
Show response
Elizabeth Mann clarified storm impact was below 1pp threshold, comparable to Hurricane Ian in Q4 2022, and not expected to carry into 2025.
MCOMoody's Corporation4 questions · 4 reporting periods · 0 of 4 challenging
Calendar 2026 Q1
Can you discuss how many customers are accessing Moody's data through these channels and what your plans are to monetize MCP distribution
Show response
Fauber acknowledged early-stage trials with large financial institutions, noted opportunity to up-level commercial models but said conversions expected through balance of year.
Calendar 2025 Q2
How do you think your updated guidance on debt issuance by category will impact mix in the second half of the year
Show response
Rob identified positive mix from Structured Finance (ABCP, covered bonds), shift away from bank loan repricing, and potential infrequent issuer pickup. M&A recovery would also be mix positive.
Calendar 2025 Q1
For these two sub segments of MA, can you talk about how sensitive they are to banking and asset manager trends
Show response
Noémie noted R&I growth driven by CreditView suite including Research Assistant. Data & Info impacted by government attrition and ESG but expecting high single-digit ARR for remainder.
Calendar 2024 Q4
how are you thinking about growth by subsegments? So decision solutions, research and insights, and data and information
Show response
Steve explained data/research franchises expected to deliver reliable high single-digit ARR growth while Decision Solutions (KYC, banking, insurance) will grow faster driven by innovation.
CSGPCoStar Group3 questions · 3 reporting periods · 1 of 3 challenging
Calendar 2026 Q2
can you help us understand the primary drivers of the year-over-year decline in bookings?
Show response
Named Homes.com sales optimization, Ten-X at roughly 25% of the guidance change and Apartments.com competition, but offered no quantified path back to bookings growth.
Calendar 2025 Q2
Can you remind us how the average price for new memberships changed during the quarter? And how you're thinking about the broader pricing strategy
Show response
Florance explained pricing shifted to focus on listing side of business with factors for asset value, volume, team size and rental portfolios.
Calendar 2025 Q1
Can you talk about how you're thinking about investment spend for this year in light of the work that the capital allocation committee
Show response
Lown confirmed $900M Homes.com investment unchanged. $50M savings were reallocated toward sales force growth, not reduced spending.
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 |
|---|---|---|
| CTAS Cintas | 15 | 7%1 of 15 questions |
| FICO Fair Isaac | 14 | 14%2 of 14 questions |
| IT Gartner | 12 | 8%1 of 12 questions |
| TRI Thomson Reuters Corporation | 11 | 9%1 of 11 questions |
| ROL Rollins, Inc. | 10 | 20%2 of 10 questions |
| EFX Equifax | 9 | 0%none of 9 questions |
| FDS FactSet | 8 | 13%1 of 8 questions |
| IRM Iron Mountain | 7 | 0%none of 7 questions |
| MSCI MSCI | 7 | 0%none of 7 questions |
| SPGI S&P Global | 7 | 0%none of 7 questions |
- CTASCintas · 15 questions7%1 of 15 questions
- FICOFair Isaac · 14 questions14%2 of 14 questions
- ITGartner · 12 questions8%1 of 12 questions
- TRIThomson Reuters Corporation · 11 questions9%1 of 11 questions
- ROLRollins, Inc. · 10 questions20%2 of 10 questions
- EFXEquifax · 9 questions0%none of 9 questions
- FDSFactSet · 8 questions13%1 of 8 questions
- IRMIron Mountain · 7 questions0%none of 7 questions
- MSCIMSCI · 7 questions0%none of 7 questions
- SPGIS&P Global · 7 questions0%none of 7 questions
Show all 13 companies
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 | 18 | 6%1 of 18 questions | 12 |
| 2025 Q1 | 19 | 5%1 of 19 questions | 13 |
| 2025 Q2 | 17 | 18%3 of 17 questions | 13 |
| 2025 Q3 | 16 | 13%2 of 16 questions | 11 |
| 2025 Q4 | 12 | 8%1 of 12 questions | 9 |
| 2026 Q1 | 14 | 0%none of 14 questions | 10 |
| 2026 Q2 | 13 | 8%1 of 13 questions | 12 |
| 2026 Q3 | 3 | 0%none of 3 questions | 2 |
- 2024 Q32 questions · challenge rate 0% (none of 2 questions) · 1 company
- 2024 Q418 questions · challenge rate 6% (1 of 18 questions) · 12 companies
- 2025 Q119 questions · challenge rate 5% (1 of 19 questions) · 13 companies
- 2025 Q217 questions · challenge rate 18% (3 of 17 questions) · 13 companies
- 2025 Q316 questions · challenge rate 13% (2 of 16 questions) · 11 companies
- 2025 Q412 questions · challenge rate 8% (1 of 12 questions) · 9 companies
- 2026 Q114 questions · challenge rate 0% (none of 14 questions) · 10 companies
- 2026 Q213 questions · challenge rate 8% (1 of 13 questions) · 12 companies
- 2026 Q33 questions · challenge rate 0% (none of 3 questions) · 2 companies
Topics
Topics tagged on this analyst’s questions.
- Revenue Growth47
- Demand44
- Cloud & AI21
- Pricing20
- Competitive Dynamics17
- Guidance Reliability14
- Margin12
- Macroeconomic12
- Product Launch6
- Regulation Policy6
Show all 19 topics
- Subscriber Growth6
- Credit6
- Cost Pressure5
- Capex Investment5
- Innovation & R&D3
- Labor Market3
- Trade Tariffs1
- Capital Allocation1
- M&A1