What Your CFO Should Be Reading This Earnings Season — And Usually Isn't

This is free intelligence. The cost of ignoring it shows up in your Q3 numbers.

The boardroom air in May carries a specific kind of tension. While the rest of the world looks toward summer, the executive suite is buried in the rearview mirror of the first-quarter close. In boardrooms from London to Singapore to New York, leadership teams obsess over their own internal spreadsheets as if the future were hiding somewhere in last month's variance report.

There is a sharper way to spend your time this month.

Q1 earnings transcripts are being filed right now. By the time you read this, executives at some of the largest companies in your sector have already told analysts — in exhaustive, precise detail — what's happening with pricing, demand, customer behavior, and margin pressure. They've described what they're seeing at the front of the curve. And for the mid-market CFO willing to actually read the transcripts, that information arrives weeks, sometimes a full quarter, before the same dynamics reach your own P&L.

That gap is where strategy lives.

What Earnings Season Transcripts Actually Contain — and Why They Matter

Most people think of earnings calls as investor relations theater — prepared remarks followed by analyst softballs. That's not what's actually in the transcripts.

The prepared remarks carry layered signals. Executives at large public companies are legally constrained but operationally transparent. When a CFO shifts language around gross margin guidance from "stable" to "we expect modest pressure in the second half," that's not hedging — that's a warning. When a CEO describes customer behavior as "cautious" rather than "selective," the distinction matters. These are not word choices made carelessly. They're deliberate framings of what management is seeing in real time.

The Q&A section is often more revealing than the prepared remarks. Research by Matsumoto, Pronk, and Roelofsen, published in The Accounting Review in 2011, analyzed more than 10,000 earnings call transcripts and found that the Q&A session contains significantly greater incremental information than the prepared remarks — and that longer discussion periods are associated with larger market price reactions and improved analyst forecast accuracy. Analysts push on inconsistencies. They probe what management would prefer to soften. Their questions reveal what the market is genuinely concerned about.

Pay attention to those questions before you read the answers. It sharpens your focus on what actually matters.

When Procter & Gamble's CFO Andre Schulten described consumer behavior in Q1 2026 earnings — distinguishing between higher-income shoppers buying larger packs at club retailers and lower-income shoppers "using every bottle to the last drop" before repurchasing — he wasn't giving general economic commentary. He was describing a K-shaped consumption split playing out across one of the most broadly distributed consumer product portfolios in the world. That's a pricing and volume signal your CFO should be sitting with, not scrolling past.

The same earnings season, UPS reported that domestic revenue fell 2.3% even as revenue per piece climbed 6.5%. Volume down, unit margin up. That divergence — lower throughput, higher unit economics — is precisely the kind of signal that precedes a competitive repricing in logistics services. The market read the revenue beat. The story in the volume numbers was more complicated. If you run a business that ships product, that's not investor information. That's an operational heads-up.

Why Most CFOs Miss the Value

The pattern is consistent across industries and organization sizes. Mid-market CFOs know earnings transcripts exist. They just don't treat them as part of their workflow.

Part of that is a framing problem. The assumption is that public company data maps poorly to a mid-market reality — different scale, different customer base, different cost structure. There's some truth in that. But it misses the point. You're not reading competitor transcripts to benchmark your own numbers. You're reading them to identify the leading indicators in your market before those indicators reach your front door.

Pricing behavior cascades through markets. Supply chain pressures ripple across industries. Customer sentiment rarely stays confined to one segment. When a global company reports softening demand in a specific vertical, mid-market suppliers in that same space typically feel the same pressure within one to three quarters. The signal is there. The question is whether anyone in your organization is tracking it.

There is also a capacity problem. A CFO managing a mid-market finance function is managing close processes, lender relationships, board reporting, and FP&A — often with a lean team. Adding systematic transcript review feels like a research project rather than a finance function priority. It doesn't have to be. Done right, it takes less than ninety minutes a week during earnings season.

In McKinsey & Company's CFO Pulse Survey — which polled 126 finance leaders across 26 countries in 2024 — 49% of respondents identified strategy and leadership support as the most useful application for generative AI in the finance function, specifically including competitor insights monitoring. Yet only one in five CFOs reported actually using generative AI tools at the time of the survey, with roughly half of those still in pilot phase. CFOs already understand the need. Most simply haven't built the discipline around it.

Rita Gunther McGrath, Columbia Business School professor and author of Seeing Around Corners, has argued that the companies most blindsided by market inflection points are those whose entire monitoring apparatus is focused inward — on their own KPIs, their own margins, their own pipeline. The signals that precede major shifts, she writes, are often faint and come from outside your direct line of sight. Earnings transcripts are one of the most accessible places to catch those signals while they're still faint enough to act on.

A Practical Framework for Extracting Intelligence

Not all transcripts are worth equal attention. Here's how to prioritize the work.

Start with your indirect competitors and adjacent sectors. Direct competitors often guard their language most carefully. The real insight comes from companies one or two steps upstream or downstream from your market — suppliers, distributors, or companies serving the same end customers through a different product. They speak more openly, and their signals translate directly to your environment.

Look at your direct customers. If you provide logistics for a major retailer, read that retailer's earnings transcripts. If they're describing inventory rebalancing or softening consumer demand, your own volume outlook is likely shifting before your order data reflects it.

Track four specific categories across every relevant transcript.

Pricing language. Listen for how executives characterize their pricing environment. When Texas Instruments CFO Rafael Lizardi told analysts in Q1 2026 that pricing was "stable, flat if you will, like-for-like" but then suggested prices "may go up in the second half," he was signaling an analog chip pricing inflection. If you buy semiconductors or sell into the same electronics supply chain, that comment is more useful than any market research report.

Deloitte's Q3 2025 CFO Signals survey of 200 North American finance chiefs found that 87% of CFOs expected pricing to play a greater role in organizational performance over the next year, and 96% had already revised their pricing strategies within the prior six months. That data tells you pricing intelligence is the most active pressure point in the CFO's world right now. Earnings transcripts are the fastest window into how the largest players in your market are managing it.

Customer behavior shifts. Companies with broad consumer exposure describe behavioral changes in granular terms. Pantry destocking, extended repurchase cycles, trade-down to private label — these shifts move from mass-market companies to mid-market suppliers with a lag of one to three quarters. Reading them early creates time to adjust pricing strategy, inventory positioning, and sales forecasts.

Deloitte's Q4 2025 CFO Signals survey found that 48% of CFOs cited shifts in customer behavior as one of the top factors expected to influence their company's financial performance in 2026 — second only to competitive pressure at 51%. CFOs know customer behavior is moving. Earnings transcripts tell you how it's moving before your own data does.

Margin language. How executives describe gross margin pressure is telling — but so is what they don't say. When a company mentions commodity costs, tariff exposure, and "reinvestment" in the same breath without giving specific numbers, they're managing downward expectations carefully. Your job is to read between the lines, not just the lines themselves.

When multiple companies in an adjacent sector describe the same cost pressure in the same quarter, treat that as a category signal rather than a company-specific issue. That's when the intelligence becomes genuinely predictive.

Volume versus revenue divergence. When revenue is holding but volume is declining, the company is pulling a price lever. That almost always means demand is softening faster than the headline numbers suggest. The UPS Q1 2026 numbers illustrate this precisely. The capital allocation section tells you something different still — whether a company is buying back stock or investing in R&D signals whether they're playing for this year or the next five.

Build a reading list by sector, not by company size. The companies you should follow are not necessarily your largest named competitors. They're the companies whose customer base, cost structure, or supply chain overlaps most closely with yours. For a mid-market healthcare company, UnitedHealth Group and Cigna's transcripts carry more useful signal than what a comparable-sized regional health plan says to nobody.

Identify five to ten relevant public companies across your value chain. Assign team members to monitor and summarize each transcript. Hold a short internal session to discuss implications for your business. The goal is not to consume everything. It is to extract what matters and act with clarity.

Turning Intelligence Into Decisions

Reading transcripts without a structured output is just interesting. The CFO's job is to convert intelligence into decisions.

Build a one-page brief, updated each earnings season, that captures the three to five most consequential signals from the prior quarter's transcripts. What are the leading companies in your market seeing? Where is pricing moving? What are customers doing differently? Where is forward guidance language tightening?

Bring that brief to the executive team before the quarter starts — not after. A demand softening signal from a major consumer staples company in April should inform your Q3 inventory and pricing strategy before June, not after the softening shows up in your own receivables data in August.

This timing advantage is what separates reactive management from proactive leadership. Finance teams that operate on lagging internal indicators make good decisions — but late. Teams that systematically process external signals make the same decisions earlier, with more runway to act.

The JPMorgan Chase 2024 Business Leaders Outlook — a survey of middle-market business leaders — identified the pressure points most actively affecting mid-market finance functions: labor costs cited by 54% of respondents as a top concern, rising interest rates flagged by 36%, uncertain economic conditions by 47%, and inflation expected to continue driving business costs by 79% of leaders surveyed. Those pressures don't appear in your P&L without warning. They appear in the earnings transcripts of the companies ahead of you in the cycle — often a full quarter before your own numbers reflect them.

There's also a board conversation here. Directors with public company experience read earnings transcripts instinctively. When a CFO walks into a board meeting having already synthesized the key signals from that quarter's public earnings across three or four relevant sectors, the quality of the strategic conversation shifts. It signals a finance function operating as a strategic intelligence asset — not just a reporting function.

The Discipline That Separates Good CFOs From Great Ones

Howard Marks, co-founder of Oaktree Capital Management, published a memo in November 2001 titled "You Can't Predict. You Can Prepare." The argument has held up across every market cycle since. Earnings transcripts don't eliminate uncertainty. They reduce surprise. And reducing surprise — knowing that pricing pressure is building in your supply chain before it compresses your own margins — is one of the highest-value activities a CFO can perform.

The most effective finance leaders I've observed treat Q2 earnings season — and every earnings season — as a structured exercise, not an occasional activity. They assign ownership. They maintain a focused list of companies to track. They build a cadence around reviewing and discussing insights with the broader leadership team. Over time, that discipline compounds. Organizations that consistently process external signals before their competitors do tend to make better capital allocation decisions, carry less excess inventory through downturns, and reprice their own offerings with more confidence and better timing.

The discipline isn't complicated. Public company executives are required to speak plainly enough that investors can make informed decisions. For the mid-market CFO, that regulatory mandate creates an extraordinary and entirely free intelligence resource.

Your competitors in the public markets are already telling you what's coming.

The question is whether your CFO is listening closely enough to act before it becomes obvious.

Build Your Strategic Intelligence Practice

If your finance function is operating primarily on internal data — your own pipeline, your own margins, your own close process — you're working with limited visibility. Aspirations Consulting Group works with mid-market CFOs and executive teams to build the external intelligence practices, financial frameworks, and strategic disciplines that separate reactive finance functions from truly forward-looking ones. If you're ready to raise the bar on what your CFO function can deliver, schedule a confidential conversation at https://www.aspirations-group.com.

Make Earnings Season Work for You

ACG Strategic Insights delivers strategic thinking for senior executives every weekday — practical, practitioner-level perspectives on financial strategy, leadership, and the decisions that shape organizational performance. Join more than 10 million current and aspiring executives who read it each day. Subscribe at https://www.aspirations-group.com/subscription.

Thanks for reading!

~ Jerry Justice

Living to Serve, Serving to Lead™