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Analyst

Jason Haas

Wells Fargo · covers Real Estate, Industrials, Basic Materials, Financial Services, Technology, Consumer Cyclical

Period: Reporting periods mapped to calendar 2024 Q3 – 2026 Q3 (9 quarters).

Questions
113on tracked calls
Challenge rate
13%15 of 113 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 113 of 113 questions from 13 companies

FICOFair Isaac15 questions · 8 reporting periods · 3 of 15 challenging
FICO company page →

Calendar 2026 Q2

there’s now some data out there that shows VantageScore gaining some share in the MBS market

Competitive DynamicsDemandTranscript · FY2026 Q3 →
Show response

Answered the volume-loss question head on and explained why gaming requires pulling both scores.

Can you also just comment on the mortgage originations revenue growth decelerated on a year-over-year basis?

Revenue GrowthDemandTranscript · FY2026 Q3 →
Show response

Weber attributed both the YoY and sequential deceleration to the rate-driven mortgage slowdown, consistent with bureau data.

Calendar 2026 Q1

if you could talk about the philosophy behind adjusting your pricing model going to the $0.99 upfront

Show response

Lansing explained the $0.99 repricing encourages 10T adoption and distributes IP monetization across more value chain participants rather than concentrating cost upfront.

what percentage of lenders do you think would shift fully away from FICO to just using VantageScore?

Competitive DynamicsTranscript · FY2026 Q2 →
Show response

Lansing argued FICO wins on both predictiveness and price parity, and in a gaming scenario, originators would likely pull both scores, expanding total volume.

Calendar 2025 Q4

I'm curious if you had any sense of what the time line looks like for the release of the LLPA grids and if you had any insight as to what those might look like?

Regulation PolicyCompetitive DynamicsTranscript · FY2026 Q1 →
Show response

Lansing said no one knows the LLPA timeline, citing gaming and adverse selection problems as significant obstacles that must be overcome before grids can be released.

there's a concern that the resellers, I guess, could improperly calculate the Scores and aren't taking, I guess, legal responsibility for it. So I think there's been some hesitancy from lenders

ChallengingPricingRegulation PolicyTranscript · FY2026 Q1 →
Show response

Lansing dismissed score accuracy concerns as misguided, confirmed extensive testing underway, and said regulators are reviewing and proceeding at pace.

Calendar 2025 Q3

how you're thinking about price increases over the long run. And if there's any change to the pricing runway now that you're going through this direct model

ChallengingPricingTranscript · FY2025 Q4 →
Show response

Lansing reaffirmed the value gap thesis and commitment to closing it predictably over time, but declined to give specifics on future pricing.

Calendar 2025 Q2

following the FHFA announcement, if you've seen any lenders start to move over to VantageScore

Competitive DynamicsRegulation PolicyTranscript · FY2025 Q3 →
Show response

Lansing confirmed no lender defections and detailed extensive infrastructure dependencies on FICO across the entire mortgage ecosystem.

is there any change in the thought about how you can normalize that going forward

ChallengingPricingRegulation PolicyTranscript · FY2025 Q3 →
Show response

Lansing said pricing decisions are made at fiscal year-end, reaffirmed the value gap philosophy, and noted FICO has competed with VantageScore for 15 years without change.

Calendar 2025 Q1

if you could give us any sense for what sort of price increase you took in auto. Just so we can get a sense for maybe in the quarter, how much was volume versus price driven

Show response

Lansing explained price increases feather in over the year but declined to quantify specific auto price increase percentage.

it looks like the growth in person outlet expense has maybe moderated a little bit. I wasn't sure if that was just timing where you're finding some efficiencies there

MarginCost PressureTranscript · FY2025 Q2 →
Show response

Weber attributed expense moderation to fringe cost true-ups on the supplemental retirement plan, not headcount changes, with a few million dollar benefit this quarter.

Calendar 2024 Q4

I'm curious if you could talk about how fiscal 1Q came in versus your expectations?

Guidance ReliabilityTranscript · FY2025 Q1 →
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Lansing confirmed Q1 aligned with internal expectations, noting FICO's rate assumptions were more conservative than market consensus.

any sense to be you're seeing as you've put in the new -- or started to put in new prices for mortgage scores and also auto scores?

Show response

Lansing confirmed smooth price socialization with no issues. Weber added they don't see any elasticity.

Calendar 2024 Q3

what sort of analysis you did to arrive at the $4.95 mortgage score price

Show response

Lansing described a multi-factor non-formulaic approach considering volumes, market conditions, and value delivered, without revealing specifics.

On the non-platform business declined slightly, which is a little off trend

Show response

Lansing attributed non-platform fluctuation to normal usage variation, emphasizing the legacy business remains healthy with no harvest mode.

ROLRollins, Inc.13 questions · 7 reporting periods · 2 of 13 challenging
ROL company page →

Calendar 2026 Q2

it sounds like things got better, but then the guidance is going to 6% organic revenue growth.

ChallengingGuidance ReliabilityDemandTranscript · FY2026 Q2 →
Show response

Asked to square improving trends with the cut to 6%-plus organic; management stressed caution after variable quarters and full-year framing.

Calendar 2026 Q1

if the acceleration you saw in March was caused by any business from earlier in the quarter shifting into March?

DemandRevenue GrowthTranscript · FY2026 Q1 →
Show response

Jerry said some backlog may have carried from February into March but February was not nearly as tough as January for branch closures. Most of March's organic strength was genuine demand arriving in-quarter as weather broke by the first week of the month.

We've heard that one of your competitors is being more aggressive with their marketing. So I'm wondering if you're seeing any change in the competitive environment

ChallengingCompetitive DynamicsCapex InvestmentTranscript · FY2026 Q1 →
Show response

Ken dismissed competitive concern by pointing to 90bps organic growth improvement. Jerry said team stays on brand, focuses on targeting the right customers efficiently, and adjusts spend across channels. Not reacting to any specific competitor's marketing.

Calendar 2025 Q4

How often does that translate into a recurring relationship with a customer?

DemandRevenue GrowthTranscript · FY2025 Q4 →
Show response

Jerry said some convert but cautioned against selling recurring service to someone who wants one-time (sets up failure). Research shows many 'recurring one-time' customers return annually for 1-2 services, trusting the brand.

Curious if you could talk about how digital leads have been trending? And if you plan to make any changes to your marketing strategy?

Competitive DynamicsCapex InvestmentTranscript · FY2025 Q4 →
Show response

Jerry said digital is one channel but not only channel; brand diversification is the competitive advantage. Door-knocking brands (Saela, Fox) growing exceptionally well. Ability to pivot across channels is advantageous.

Calendar 2025 Q3

You saw a bit of an acceleration there on an organic basis, and it was on a tougher comp as well. So curious if there's anything driving that momentum

Revenue GrowthDemandTranscript · FY2025 Q3 →
Show response

Jerry attributed acceleration to cross-selling to existing customers as the least expensive lead-gen; multi-service customers are stickier and more loyal.

could we see similar, if not stronger margin expansion in 4Q? Or is that not how we should think about it?

MarginCost PressureTranscript · FY2025 Q3 →
Show response

Ken said some vehicle gains headwind continues in Q4 but at lower level. Jerry cautioned this is a short-cycle business subject to weather and hurricane season.

Calendar 2025 Q2

curious if you could comment on how ancillary performed in particular, it's good bellwether for the health of your consumers

DemandMacroeconomicTranscript · FY2025 Q2 →
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Jerry said no consumer struggles on ancillary decisions; financing options help close deals. Ken noted June ancillary organic growth was several hundred bps above the 10.3% quarterly rate.

that would imply incremental margins in the mid-30% range in the second half of this year

MarginGuidance ReliabilityTranscript · FY2025 Q2 →
Show response

Ken didn't directly confirm mid-30s but pointed to lower H2 2024 comps (~17% incrementals). Emphasized double-digit EPS growth and cash flow compounding as primary algorithm.

Calendar 2025 Q1

can you talk about your playbook for driving synergies of the businesses you acquired? And I'm curious if there's a similar opportunity to what you saw with Fox.

Show response

Ken described pragmatic integration helping on fleet, materials, back office. Jerry highlighted technology sharing (BizSuite/HomeSuite) as growth enabler rather than pure cost synergy.

can you talk about what incremental margins might have looked like in 1Q, if you exclude some of these onetime impacts

MarginCapex InvestmentTranscript · FY2025 Q1 →
Show response

Ken said ex-S&M investments, margins would be 25-30%; pulled-forward TV ad costs were a factor. Expects improvement through year as investments lap.

Calendar 2024 Q4

can you just help us bridge to getting closer, to the 30% incrementals for 2025?

MarginCapex InvestmentTranscript · FY2024 Q4 →
Show response

Ken identified $10-15M of one-time items in Q4 (claims, S&M ramp, non-recurring). First half margins may be lower but lifetime value of acquired customers drives confidence.

I was curious if you could comment on what you're seeing from an organic growth perspective so far this year

Revenue GrowthDemandTranscript · FY2024 Q4 →
Show response

Jerry said January was strong and dismissed weather concerns about pest populations, noting insects are highly adaptive. Ken noted similar tough weather comp in Jan 2024.

TRIThomson Reuters Corporation13 questions · 7 reporting periods · 2 of 13 challenging
TRI company page →

Calendar 2026 Q2

I'm curious, yes, where those efficiencies are being found in the organization?

Cost PressureMarginTranscript · FY2026 Q2 →
Show response

Hasker cited efficiency gains in software engineering (Joel Hron, cutting-edge tools, better code quality) and early progress in customer support, with the change program targeting agentic adoption across all functions over 12-24 months.

I guess by its nature, we shouldn't assume that continues. Is that the right assumption to make?

Revenue GrowthDemandTranscript · FY2026 Q2 →
Show response

Bischoping said government transactional revenue may not repeat as strongly in Q3 (still confident on the full year), while Pagero has exceeded expectations and is expected to keep contributing in the second half.

Calendar 2026 Q1

can you just share why that was slower at 10% organic growth in 1Q and what drove the deceleration through the year

Revenue GrowthProduct LaunchTranscript · FY2026 Q1 →
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Eastwood attributed TAP Q1 slowdown to rev rec timing on 2 products normalizing in H2. Full year 11-13% confidence supported by Dominio product extension in Brazil (~20% growth), rev rec normalization, and newer AI offerings.

was there any negative impact to sales cycles or anything from the conflict in the Middle East in 1Q

MacroeconomicDemandTranscript · FY2026 Q1 →
Show response

Eastwood confirmed no negative impact. Hasker noted the conflict increased Reuters subscription interest and highlighted journalism quality, but core business is largely immune to geopolitical cycles.

Calendar 2025 Q4

I was hoping to take a step back and curious if you could walk us through what is the moat around Westlaw and practical law and why can't those be easily replicated

ChallengingCompetitive DynamicsCloud & AITranscript · FY2025 Q4 →
Show response

Steve emphasized no new entrants in core legal research space. Competition only in white space AI workflow area. Two key differentiators: decades/centuries of editorially enhanced content, and deep domain expertise from thousands of attorney editors retrained to train agents. Westlaw Advantage is unmatched.

growth. It did slow from 3Q to 4Q. So curious what drove that

Revenue GrowthRegulation PolicyTranscript · FY2025 Q4 →
Show response

Mike attributed the slowdown entirely to government. Ex-government, Legal has clear AI-driven momentum. Government grew 5% in Q4 but expected to slow in Q1 2026 from prior cancellations. Confident in 8-9% Legal for full year 2026.

Calendar 2025 Q3

you made a comment about seeing some incremental competition in AI assistant space. So I was curious if you could just unpack that comment a little bit more

Competitive DynamicsCloud & AITranscript · FY2025 Q3 →
Show response

Steve clarified no new competition in core research/know-how or tax engines. New entrants are in the AI assistant white space, a greenfield opportunity for TR. CoCounsel remains clear market leader with aggressive product development plans.

It looks like the organic constant currency growth decels from 11% to 10%. I know these are rounded numbers. But I was curious if you could comment on that

Revenue GrowthGuidance ReliabilityTranscript · FY2025 Q3 →
Show response

Mike attributed fluctuation to normal quarterly variation, confident in 11% full year. For 2026 11-13%, cited SafeSend performing incredibly well, Materia additive, and strong synergy conference feedback from customers.

Calendar 2025 Q2

what sort of price increase your customers will see if they upgrade from Westlaw Precision with AI to Westlaw Advantage

Show response

Mike said there will be a step-up premium and higher out-year increases for the overall commercial package, not just point solutions. Declined to specify exact percentages.

Harvey recently disclosed they're doing $100 million of ARR. So I was curious how CoCounsel compares to that

ChallengingCompetitive DynamicsCloud & AITranscript · FY2025 Q2 →
Show response

Mike declined to share specific CoCounsel revenue or ARR figures, saying only they are very pleased with progress across total TR.

Calendar 2025 Q1

if you could talk about what drives the implied acceleration in organic growth through the remainder of the year

Revenue GrowthGuidance ReliabilityTranscript · FY2025 Q1 →
Show response

Mike pointed to strong bookings across Big Three segments, product roadmap, recent acquisitions scaling, and 2026 segment targets as confidence drivers.

Calendar 2024 Q4

Can you just give us a sense of how your ACV penetration varies across the different client sizes

Show response

Mike explained large law firms adopt first, followed by mid and small law, consistent with Westlaw Edge pattern. Newer GenAI products showing smoother adoption across firm sizes.

Can you maybe just remind us of your government exposure, you know, both within legal and I think maybe some in print

Regulation PolicyRevenue GrowthTranscript · FY2024 Q4 →
Show response

Mike detailed ~$600M government revenue with 8% organic growth expected for 2025-2026, diverse across federal/state/local with Westlaw, print, and CLEAR/TRSS products.

ITGartner12 questions · 7 reporting periods · 1 of 12 challenging
IT company page →

Calendar 2026 Q2

I'm curious if you're still expecting the ex-federal government CV growth to accelerate to 4% plus by the end of this year?

Revenue GrowthGuidance ReliabilityTranscript · FY2026 Q2 →
Show response

Craig Safian confirmed the company still expects ex-Fed CV growth to accelerate as part of overall CV reacceleration this year.

Calendar 2026 Q1

Did that accelerate from the 3.5% that you reported for 1Q in April

Revenue GrowthGuidance ReliabilityTranscript · FY2026 Q1 →
Show response

Craig declined to comment on April stats. Said they expect the whole CV base to accelerate over 2026, combining US Fed recovery and non-Fed acceleration.

do your pre-existing long-term targets still hold? Or are those no longer in place

Guidance ReliabilityMarginTranscript · FY2026 Q1 →
Show response

Craig confirmed medium-term objectives unchanged, applicable to normal operating environment. Committed to 12%+ EPS CAGR. Rebaselined EBITDA margin at 24.1% with expansion expected. Addressable market and value proposition unchanged.

Calendar 2025 Q4

are there any changes to try to institutionalize some of the process that your analysts go through to collect proprietary insights

Innovation & R&DCloud & AITranscript · FY2025 Q4 →
Show response

Gene described the neural network-based system that processes hundreds of thousands of client conversations to identify trending topics and route relevant proprietary data to the right analysts in real time. Core part of the BTI transformation.

Calendar 2025 Q3

as your clients start to use AskGartner, I'm curious if that's changing the types of reports that they're consuming

Cloud & AIInnovation & R&DTranscript · FY2025 Q3 →
Show response

Gene said AskGartner drives more content consumption rather than different content. They continuously fine-tune document structure, length, and format based on client preferences.

how you're thinking strategically about that business. And I know it's been softer recently

Revenue GrowthCompetitive DynamicsTranscript · FY2025 Q3 →
Show response

Gene described the Digital Markets business as helping millions of small businesses find the right software, connecting end users with vendors. Adds value to both sides of the marketplace.

Calendar 2025 Q2

Is there any way to dimensionalize like what percentage of your customers do you see now is not getting the full value of the Gartner subscription

DemandCompetitive DynamicsTranscript · FY2025 Q2 →
Show response

Gene described the full service suite (experts, conferences, peer interactions, contract reviews, tools) and said tens of thousands of clients could benefit from peer interactions they aren't using. Declined to give specific percentage.

What percentage of folks are citing usage of like a publicly available large language model and therefore, not consuming the Gartner subscription

ChallengingCloud & AICompetitive DynamicsTranscript · FY2025 Q2 →
Show response

Gene confirmed that LLM usage as a cancellation reason is not material and essentially unmeasurable in their deal-level tracking data.

Calendar 2025 Q1

I'm curious if you put any thought to rolling out any sort of like chat functionality driven by AI

Cloud & AIInnovation & R&DTranscript · FY2025 Q1 →
Show response

Gene confirmed they developed an AI chat tool being piloted with thousands of associates internally. Plans to release to clients once hallucination issues are fully resolved.

I believe you said that you're now expecting it to grow mid-single digits. Can you just talk about what's the reason for the reduction

Capex InvestmentLabor MarketTranscript · FY2025 Q1 →
Show response

Craig said it reflects US federal impact on GBS plus more challenging macro environment. Have recruiting capacity to accelerate if market improves.

Calendar 2024 Q4

is that expected to be the bottom here and each quarter should be above that? Or could it potentially be more sort of rough path from here

Revenue GrowthGuidance ReliabilityTranscript · FY2024 Q4 →
Show response

Craig confirmed directional acceleration to exit 2025 above 7.8% but cautioned the path may not be a straight line. Goal is 12-16% medium-term.

I saw the GTS productivity improved from 3Q to 4Q, despite the fact that you increased headcount

MarginInnovation & R&DTranscript · FY2024 Q4 →
Show response

Gene attributed improvement to better recruiting, enhanced training, and continuously improved sales tools.

EFXEquifax11 questions · 6 reporting periods · 1 of 11 challenging
EFX company page →

Calendar 2026 Q2

the $100 million, are we supposed to take that and divide that by the $800 million of government revenue

Revenue GrowthGuidance ReliabilityTranscript · FY2026 Q2 →
Show response

Management declined to give a 2027 government number but reaffirmed the $100M is new revenue for 2027.

Calendar 2026 Q1

Okay. So that SSA contract, was that like a onetime benefit?

Cloud & AIInnovation & R&DProduct LaunchTranscript · FY2026 Q1 →
Show response

Management addressed the question directly with specific data points.

I'm curious, why did our government verification business declined quarter-over-quarter.

ChallengingRegulation PolicyRevenue GrowthTranscript · FY2026 Q1 →
Show response

Management addressed the question directly with specific data points.

Calendar 2025 Q4

Got it. That makes sense. Very helpful. And then I wanted to focus in on talent, which I thought was a bright spot.

Show response

Management addressed the question directly with specific data points.

Hey, good morning and thanks for taking my questions.

CreditLabor MarketPricingTranscript · FY2025 Q4 →
Show response

Management addressed the question directly with specific data points.

Calendar 2025 Q3

Sorry, the 33%, I meant was like you did 26% revenue growth and then inquiries were down 7%, so you got 33%...

Show response

Management addressed the question directly with specific data points.

This is Jun-Yi on for Jason Haas. Your USIS mortgage outperformance was 33% in the quarter, which was a step-up sequenti

Show response

Management addressed the question directly with specific data points.

Calendar 2025 Q1

Good morning, and thanks for taking my questions. Actually, I wanted to follow up on that twin indicator that you just m

Show response

Management addressed the question directly with specific data points.

Is there any risk? Are you seeing any evidence? I know it's early days that there's been any cannibalization of the...

Show response

Management addressed the question directly with specific data points.

Calendar 2024 Q4

Hey, good morning, and thanks for taking my questions. I'm apologies that I missed it.

Guidance ReliabilityLabor MarketTranscript · FY2024 Q4 →
Show response

Management addressed the question directly with specific data points.

Okay, great. That's very helpful. Thank you. And then as a follow-up can you talk about the implied USIS mortgage outper

CreditRevenue GrowthTranscript · FY2024 Q4 →
Show response

Management addressed the question directly with specific data points.

CTASCintas10 questions · 6 reporting periods · 0 of 10 challenging
CTAS company page →

Calendar 2026 Q3

the growth moderated a little bit, but then there was a really nice improvement in the gross margin.

MarginRevenue GrowthTranscript · FY2027 Q1 →
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Jim reaffirmed Fire as a double-digit grower (TTM ~10.5%, finishing over 10%); Q1 margin benefited from an extra workday and favorable revenue mix that will vary quarterly.

the guidance implies incremental margins this year of 32% to 34%. Can you just clarify

MarginGuidance ReliabilityTranscript · FY2027 Q1 →
Show response

Scott said the 32 to 34 implied incremental margin is based on the mid and high end of the revenue range.

Calendar 2026 Q2

I am curious if you could talk about the impact that automation has had on your business historically.

Innovation & R&DDemandTranscript · FY2026 Q4 →
Show response

Todd noted the customer mix has shifted from 70% goods-producing to 70% services and that automation does not change the growth outlook; direct.

Calendar 2025 Q4

can you just refresh us on the timing of the [ SAP Fire ] implementation costs

Innovation & R&DMarginTranscript · FY2026 Q2 →
Show response

SAP Fire rollout expected to carry into FY2027 with ~100bps margin impact for Fire Protection. M&A also contributing to Fire margin pressure, 340bps of Q2 Fire growth from acquisitions running below target margins.

It sounds like those have maybe started to flow through the P&L, but there's more impact to come. Is that like a fair understanding. And then how is the industry reacting -- how are you reacting? H...

Trade TariffsPricingTranscript · FY2026 Q2 →
Show response

Not simply delayed tariff impact, culture drives active cost mitigation. Pricing at historical levels. Long-term approach focused on volume growth, not pricing pass-through. Extracting inefficiencies instead.

Calendar 2025 Q2

in this environment if you're seeing more competitive wins particularly from some of your larger competitors that are out there

Competitive DynamicsTranscript · FY2025 Q4 →
Show response

No competitive landscape change. Focus on expanding pie: 1M+ customers vs 16-17M businesses in US and Canada. Not focused on competitor growth rates.

I'm curious if you expect the industry to pass on higher price increases in fiscal 2026 given the tariff-driven inflation

PricingTrade TariffsTranscript · FY2025 Q4 →
Show response

Pricing expected to remain at historical levels in FY2026. Company doesn't simply pass on tariff costs, finds efficiencies to offset.

Calendar 2025 Q1

I thought, at least as of last quarter, the pricing was running more like 2%. So I wasn't sure if that implied that there's been further moderation

Show response

Pricing flat vs last quarter at historical levels. No further moderation.

can you help me just understand what would drive the incremental margins back down to that 25% to 35% range

MarginCapex InvestmentTranscript · FY2025 Q3 →
Show response

Property sale gain was one-time. Over time, expect 25-35% incrementals. Investment in technology, infrastructure, products, and training normalizes margins.

Calendar 2024 Q4

if you could help quantify where we are in terms of the price increases relative to history? Are we still like close to 3%

Show response

Confirmed price increases back in historical 0%-2% range. No vertical-specific differences, pricing environment is broad-based.

Show 7 more companies
ECLEcolab7 questions · 7 reporting periods · 0 of 7 challenging
ECL company page →

Calendar 2026 Q2

curious if you could comment on what the customer and industry reaction has been to the 50-kilowatt cold plate

Product LaunchDemandSupply ChainTranscript · FY2026 Q2 →
Show response

Beck described reception strong enough that Ecolab now manages supply rather than demand, but gave no timeline for when the cold plate starts contributing revenue.

Calendar 2026 Q1

if the conflict in the Middle East has had any impact on any of your end markets

MacroeconomicDemandTranscript · FY2026 Q1 →
Show response

Beck said Middle East is a few hundred million and immaterial overall. Competition struggling to supply, creating share gain opportunity. May slightly impact Q2 volume.

Calendar 2025 Q4

I'm curious if there's, like, a go-over effect where you'll have more contribution from price in 2026 and then less in the second half

PricingTrade TariffsTranscript · FY2025 Q4 →
Show response

Beck confirmed trade surcharge fully converted to structural pricing. Not worried about tariff developments given full conversion. Expects consistent 2-3% value pricing through 2026 quarters assuming no new external shocks.

Calendar 2025 Q3

I'm asking if the customer acquisition costs have gone up at all, if you've seen any step-up in competition from one of the major players out there?

Competitive DynamicsInnovation & R&DTranscript · FY2025 Q3 →
Show response

Beck said customer acquisition is getting easier as major retailers see pilot success and seek the technology. Digital capabilities and ECOLAB3D backbone provide competitive advantage no one else can match. Margins improving as 95% of time shifts from checking empty devices to solving problems.

Calendar 2025 Q2

I'm curious if you could maybe give some examples of the cost savings and efficiencies that you've been able to find as you've implemented One Ecolab

MarginInnovation & R&DTranscript · FY2025 Q2 →
Show response

Kirkland reported 50bps SG&A leverage in Q2 and 20-30bps expected for full year. One Ecolab $140M savings program ahead of schedule with >50% realized in 2025. Five global centers of excellence driving scalable processes with Agentic AI.

Calendar 2025 Q1

if you could talk about what trends you're seeing in the Life Sciences segment and if you expect that growth to accelerate through this year?

Revenue GrowthProduct LaunchTranscript · FY2025 Q1 →
Show response

Beck noted Life Sciences turning positive after years of building. Competition declined while Ecolab grew. Underlying OI in mid-20s, targeting 30%.

Calendar 2024 Q4

I'm curious if you could talk about what it will take to get the 2% volume growth to the long-term target of 3 to 4%

Revenue GrowthCompetitive DynamicsTranscript · FY2024 Q4 →
Show response

Beck cited OneEcolab penetration of $55B opportunity, new growth engines (high-tech, life sciences, digital), and core business wins as volume drivers.

FDSFactSet7 questions · 7 reporting periods · 2 of 7 challenging
FDS company page →

Calendar 2026 Q3

I am curious if you are seeing that and if you think MCP will maybe be a passing trend, or is it here to stay?

ChallengingCloud & AICompetitive DynamicsTranscript · FY2026 Q4 →
Show response

Said it is early and model types keep evolving, but FactSet is format-agnostic with APIs, cloud shares, and multi-format delivery.

Calendar 2026 Q2

Just wanted to circle back to the implied margin cadence for the rest of the year.

MarginGuidance ReliabilityTranscript · FY2026 Q3 →
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Mgmt did not directly confirm comp pull-forward; said the margin range retains flexibility to pay for performance if ASV outperformance continues.

Calendar 2026 Q1

I wanted to focus on the expense side of things. I am curious if there has been any change into how you are thinking about expenses through the year. I think previously you had said that the invest...

MarginCapex InvestmentTranscript · FY2026 Q2 →
Show response

Sanoke confirmed heavier investment in H2 but will moderate spend based on ROI. Intends to grow earnings into next year, with productivity gains accelerating as an offset to investments.

Calendar 2025 Q4

Based on some of my comments, it sounds like you're selling more AI-ready data through feeds and APIs and presumably, your clients are gonna be using that data with their own AI solutions. And I th...

Show response

Sanoke said AI-ready data distribution is a growing opportunity but not a cannibalization risk. Views workstation as one channel among many, and expects more of both as digital adoption scales.

Calendar 2025 Q3

if you could talk about what trends you're seeing in regards to bank hiring. And then we've heard this idea that the banks are already pretty fully staffed. So even if we see a continued rebound in...

DemandMacroeconomicTranscript · FY2025 Q4 →
Show response

Sanoke highlighted strategic convergence across banking, CRM focus, and highest intensity of tech/data investment in banking he has ever seen. Goran said Q4 hiring better than expected with similar trends in Q1. AI productivity tools receiving most attention in banking.

Calendar 2025 Q1

there was a nice uptick in the client count growth year-over-year. But then on the flip side, it looks like the amount of users per client declined for the first time in a while. So I wasn’t sure w...

DemandCompetitive DynamicsTranscript · FY2025 Q2 →
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Goran attributed lower users per client to significant uptick in PEVC clients which typically have fewer users. Phil added Irwin acquisition brought several hundred clients. Helen noted Irwin users not yet fully integrated, depressing the ratio.

Calendar 2024 Q4

I'm trying to reconcile a couple of comments that you've made. So it's good to hear that you're seeing some more optimism on client engagement and a better pipeline

ChallengingDemandMacroeconomicTranscript · FY2025 Q1 →
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Goran acknowledged budgets comment may have been pessimistic. Helen said budgets shifting to tech spend, and market share gains are key even with flat budgets.

MSCIMSCI7 questions · 7 reporting periods · 0 of 7 challenging
MSCI company page →

Calendar 2026 Q2

Has there been any step change in the underlying demand, or would you categorize all this acceleration as coming from

DemandProduct LaunchTranscript · FY2026 Q2 →
Show response

Andy said new-product impact should keep growing, most visibly with hedge funds and traders given shorter sales cycles, with longer-cycle segments still to monetize.

Calendar 2026 Q1

Hey, good afternoon. Thanks for taking my question. There has been a lot of fear in the private credit markets recently around credit risk. How is that impacting your PCS business?

CreditMacroeconomicTranscript · FY2026 Q1 →
Show response

Management addressed the question with specific commentary.

Calendar 2025 Q4

I'm curious if you could help reiterate what's driving the strength in index recurring subscription revenue outside of asset managers.

Show response

Management addressed the question with specific commentary.

Calendar 2025 Q3

You've talked a bunch on the call about some of the improvements that you've been making to your offering.

Show response

Management addressed the question with specific commentary.

Calendar 2025 Q2

Hi. This is Jimmy on for Jason Haas. So you touched on this briefly, but can you maybe give some more color on how adoption is trending for private capital solutions in the US and also

Show response

Management addressed the question with specific commentary.

Calendar 2025 Q1

Hi, good morning and thanks for taking my question. I was curious if you could talk about why the first quarter EBITDA expenses came in below your expectations.

MarginCost PressureTranscript · FY2025 Q1 →
Show response

Management addressed the question with specific commentary.

Calendar 2024 Q4

Hey, this is Odedra [ph] for Jason Haas. Thanks for squeezing us in here. I just wanted to ask on the expense guidance.

Revenue GrowthCost PressureGuidance ReliabilityTranscript · FY2024 Q4 →
Show response

Management addressed the question with specific commentary.

SPGIS&P Global7 questions · 7 reporting periods · 2 of 7 challenging
SPGI company page →

Calendar 2026 Q2

you said that you were expecting an acceleration in MI subscription growth and it doesn’t look like it

ChallengingRevenue GrowthGuidance ReliabilityTranscript · FY2026 Q2 →
Show response

Eric named the lagging consulting and sustainability products and reaffirmed the guide, but did not directly address the missed acceleration.

Calendar 2026 Q1

Can you just clarify on the ACV growth? I think you said that it was 6% in the quarter

ChallengingSubscriber GrowthRevenue GrowthTranscript · FY2026 Q1 →
Show response

Eric acknowledged the 6% level but framed it as within the historical range of 6-6.5%. Noted some quarter-to-quarter volatility but underlying drivers moving in the right direction.

Calendar 2025 Q4

I'm curious if you could talk about your outlook for bank loan issuance in 2026. I'm curious why that's been soft over the past few months

CreditRevenue GrowthTranscript · FY2025 Q4 →
Show response

Martina explained Q4 mix shift toward investment grade reduced effective monetization rate. Near-term maturity walls reasonably evenly mixed HY/IG. Guided to continued bank loan softness in 2026 with rate cuts and spreads as swing factors.

Calendar 2025 Q3

you said that the Market Intelligence ACV has grown 6.5% to 7.5%. So I take it to mean that that's a good indicator for the underlying subscription growth of that business

Revenue GrowthGuidance ReliabilityTranscript · FY2025 Q3 →
Show response

Eric confirmed ACV ticking up from low 6% to 6.5-7% range, driven by sales acceleration. Deferred long-term targets to Investor Day while expressing confidence in acceleration trajectory.

Calendar 2025 Q2

I wanted to follow up on the Indices margin since you now imply that there's going to be some pressure in the back half of the year

MarginCapex InvestmentTranscript · FY2025 Q2 →
Show response

Eric explained H2 margin pressure from technology infrastructure refresh and new product launches, expected to drive inflows and revenue growth over multiple years.

Calendar 2025 Q1

Curious if you talk about the sensitivity of the mobility business to auto tariffs. Have you seen any impact from that so far

Trade TariffsDemandTranscript · FY2025 Q1 →
Show response

Martina explained 70% used car exposure provides insulation, with used car market potentially benefiting from higher new car prices. OEM subscriptions provide additional stability.

Calendar 2024 Q4

there was a comment in the prepared remarks that you're now expecting -- or are you now seeing the refi walls over the next 3 years going to be down 1%

Show response

Clarified the 1% decline is due to 2024 pull-forward, not a change in medium-term outlook. For Mobility, noted recall headwinds were small and isolated, with vehicle affordability as a minor headwind.

VRSKVerisk7 questions · 7 reporting periods · 1 of 7 challenging
VRSK company page →

Calendar 2026 Q2

I'm curious if there's an opportunity here to use AI to maybe push a little bit more into workflow software

Cloud & AIProduct LaunchInnovation & R&DTranscript · FY2026 Q2 →
Show response

Shavel confirmed a software opportunity but framed the predominant path as integrating Verisk data into client and frontier-model workflows.

Calendar 2026 Q1

Can you talk about the moat around your underwriting data analytics solutions business

Competitive DynamicsCloud & AITranscript · FY2026 Q1 →
Show response

Saurabh Khemka outlined four moat elements: proprietary/contributory data, cross-platform normalization analytics, deep risk segmentation expertise (aerial imagery evolution), and trusted regulatory-ready filed analytics at scale.

Calendar 2025 Q4

I was getting about a 60 bps tailwind from the divestiture of VMS. So that would mean that all the

Show response

Elizabeth Mann pushed back on the VMS margin math, noting other M&A elements in the line, and affirmed Verisk is still exhibiting operating leverage to deliver margin expansion.

Calendar 2025 Q3

I'm trying to understand what caused that deceleration? Because in response to an earlier question, you said that the auto competition sounds like that's been a similar level

ChallengingRevenue GrowthDemandTranscript · FY2025 Q3 →
Show response

Elizabeth Mann cited three factors: government contract (anticipated), auto softness (anticipated, now materializing), and light weather (unanticipated). Subscription strength demonstrates no customer hesitation.

Calendar 2025 Q2

It looks like we're seeing moderating net written premium growth this year after several years of very strong growth. So I'm curious if it's possible that you'll be able to continue to take price a...

Show response

Saurabh Khemka acknowledged premium growth slowing but noted long-term contracts smooth the impact and value delivery drives renewals. Lee added Verisk has delivered 6-8% OCC through hard and soft market cycles.

Calendar 2025 Q1

I'm curious if you've seen any change in client conversation in the quarter-to-date period given the macro uncertainty, if you're seeing any pause in projects or anything like that

MacroeconomicTrade TariffsDemandTranscript · FY2025 Q1 →
Show response

Lee Shavel noted no fundamental change in client priorities, with greater focus on tariff impacts to claims costs. Elizabeth Mann flagged federal government (<1% of revenue) and marketing segments as economically sensitive.

Calendar 2024 Q4

I'm curious if you could talk about how your marketing business performed in the fourth quarter and what's your expectation for that business in 2025?

Revenue GrowthDemandTranscript · FY2024 Q4 →
Show response

Elizabeth Mann noted strong insurance segment growth with tailwinds into 2025, but the broader advertising/marketing customer base remains muted.

MCOMoody's Corporation3 questions · 3 reporting periods · 1 of 3 challenging
MCO company page →

Calendar 2026 Q1

what caused ARR to come in a little better than expected since I think a few weeks ago

Revenue GrowthSubscriber GrowthTranscript · FY2026 Q1 →
Show response

Fauber credited strong March execution and swing deals closing. Heuland confirmed confidence in high single-digit ARR trajectory for the full year supported by new product releases building pipeline.

Calendar 2025 Q3

Can you talk about what data sets were within that business are proprietary? And are you seeing the longer tail of competitors there stronger by being able to integrate AI

Competitive DynamicsCloud & AITranscript · FY2025 Q3 →
Show response

Rob detailed three proprietary datasets: Orbis (curated company data via global commercial ecosystem), politically exposed persons (from post-9/11 banking consortium), and AI-curated news. Linked together with world-leading beneficial ownership data.

Calendar 2024 Q4

MIS transaction revenue growth. It was up 29% in Q4, but the issuance growth was up 42%. So I was curious what drove that delta

ChallengingRevenue GrowthPricingTranscript · FY2024 Q4 →
Show response

Rob explained 55% of Q4 bank loan volume was repricings with much lower economics. Ex-bank loans, issuance was mid-teens growth with 30% transaction revenue growth.

CSGPCoStar Group1 question · 1 reporting period · 0 of 1 challenging
CSGP company page →

Calendar 2026 Q2

I'm curious if you could talk a little bit more about the Apartments.com ChatGPT partnership

Cloud & AIDemandCompetitive DynamicsTranscript · FY2026 Q2 →
Show response

Candidly downplayed the ChatGPT channel as single-digit traffic and window dressing rather than a material driver, and explained why CoStar Suite is a poor fit.

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
FICO Fair Isaac1520%3 of 15 questions
ROL Rollins, Inc.1315%2 of 13 questions
TRI Thomson Reuters Corporation1315%2 of 13 questions
IT Gartner128%1 of 12 questions
EFX Equifax119%1 of 11 questions
CTAS Cintas100%none of 10 questions
ECL Ecolab70%none of 7 questions
FDS FactSet729%2 of 7 questions
MSCI MSCI70%none of 7 questions
SPGI S&P Global729%2 of 7 questions
  • FICO
    Fair Isaac · 15 questions
    20%3 of 15 questions
  • ROL
    Rollins, Inc. · 13 questions
    15%2 of 13 questions
  • TRI
    Thomson Reuters Corporation · 13 questions
    15%2 of 13 questions
  • IT
    Gartner · 12 questions
    8%1 of 12 questions
  • EFX
    Equifax · 11 questions
    9%1 of 11 questions
  • CTAS
    Cintas · 10 questions
    0%none of 10 questions
  • ECL
    Ecolab · 7 questions
    0%none of 7 questions
  • FDS
    FactSet · 7 questions
    29%2 of 7 questions
  • MSCI
    MSCI · 7 questions
    0%none of 7 questions
  • SPGI
    S&P Global · 7 questions
    29%2 of 7 questions
Show all 13 companies
CompanyQuestionsChallenge rate
VRSK Verisk714%1 of 7 questions
MCO Moody's Corporation333%1 of 3 questions
CSGP CoStar Group1—Rate withheld: fewer than 3 questions
  • VRSK
    Verisk · 7 questions
    14%1 of 7 questions
  • MCO
    Moody's Corporation · 3 questions
    33%1 of 3 questions
  • CSGP
    CoStar Group · 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”.

Questions by calendar reporting period
Calendar periodQuestionsChallenge rateCompanies
2024 Q320%none of 2 questions1
2024 Q41712%2 of 17 questions12
2025 Q1160%none of 16 questions11
2025 Q21421%3 of 14 questions9
2025 Q31513%2 of 15 questions11
2025 Q41613%2 of 16 questions11
2026 Q11619%3 of 16 questions11
2026 Q21414%2 of 14 questions12
2026 Q3333%1 of 3 questions2
  1. 2024 Q32 questions · challenge rate 0% (none of 2 questions) · 1 company
  2. 2024 Q417 questions · challenge rate 12% (2 of 17 questions) · 12 companies
  3. 2025 Q116 questions · challenge rate 0% (none of 16 questions) · 11 companies
  4. 2025 Q214 questions · challenge rate 21% (3 of 14 questions) · 9 companies
  5. 2025 Q315 questions · challenge rate 13% (2 of 15 questions) · 11 companies
  6. 2025 Q416 questions · challenge rate 13% (2 of 16 questions) · 11 companies
  7. 2026 Q116 questions · challenge rate 19% (3 of 16 questions) · 11 companies
  8. 2026 Q214 questions · challenge rate 14% (2 of 14 questions) · 12 companies
  9. 2026 Q33 questions · challenge rate 33% (1 of 3 questions) · 2 companies

Topics

Topics tagged on this analyst’s questions.

  • Revenue Growth31
  • Demand27
  • Margin20
  • Competitive Dynamics20
  • Cloud & AI17
  • Pricing17
  • Guidance Reliability16
  • Innovation & R&D10
  • Capex Investment8
  • Credit8
Show all 19 topics
  • Product Launch7
  • Macroeconomic7
  • Regulation Policy7
  • Trade Tariffs5
  • Cost Pressure5
  • Labor Market4
  • Subscriber Growth3
  • M&A2
  • Supply Chain1