Why the Best Account Research Is About People

Most sellers think they do account research. Most sellers are wrong.

There's a version of "account research" that takes five minutes. You check LinkedIn. You skim the company's About page. Maybe you google the CEO's name and see what comes up. You call that preparation and head into the meeting.

That's just a warm-up.

Real account research can mean the difference between an email that gets ignored and one that gets a reply in five minutes asking for a meeting. It's the difference between a discovery call the prospect cuts short and one where they ask for a follow-up meeting.

Here's what effective account research looks like, how to do it, and how to act on it.

Account Research Should Be 80% About People

Most sellers think account research should focus on the company. Revenue, headcount, recent press releases, maybe an org chart. And all of those things provide important context.

But companies don't make buying decisions. People do. A person with a specific mandate, a set of pressures, and a definition of what success looks like in their role. Your job isn't just to understand what the company needs. It's to understand what the person who controls the budget is being measured on and how you can help them win.

When a CHRO is evaluated on reducing time-to-hire and improving retention, they don't care about your platform's feature list. They care about whether you can move the numbers their board is watching. When a CISO is being judged on incident response time and audit readiness, the conversation that earns their attention is the one that connects directly to those metrics.

Account-level intelligence — their strategic priorities, where they're spending — matters because it tells you what the organization has committed to publicly. But that intelligence only becomes actionable when you map it to the individual who owns the outcome. What's their background? How did they get into this seat? What's keeping them up at night? Who do they trust? What will actually resonate?

That's why executive insight isn't a nice-to-have sitting alongside your account research — it's the point of the spear. You can have the best account research; but without a specific person to aim it at, you've got no target.

Where to Start: Company-Level Signals

Start with what the company is telling the world. Earnings calls are the most underused source of sales intelligence in enterprise selling. When a CEO, CFO, or COO says something on an earnings call, it's not casual commentary. It's a public, on-the-record statement made to investors, analysts, and regulators. It's been reviewed by legal. It's been approved by the board. And it tells you exactly what that company is spending money on.

Take Kraft Heinz. Their CEO stated publicly that the company is measuring the direct sales impact of marketing spend and seeing clear improvements, with the majority of an incremental $700 million deploying in the second half of the year. Or Merck, whose Chief Information and Digital Officer described the current period as one of the most significant launch periods in the company's history and said they need AI tools to reimagine processes at scale — backed by a decade-long, up-to-$1 billion digital transformation. Devon Energy's CEO called technology the company's most important competitive advantage, with AI deployment expanding from a few hundred optimized wells to a thousand in five months.

These are real spending signals, hiding in plain sight.

But here's the question most sellers don't ask next: who inside that company actually owns this initiative? What's their background? What are they being measured on? And what do you need to know about them to have a conversation that leaves them wanting more from you?

Company intelligence gives you the what. People intelligence gives you the how.

What Good People Intelligence Looks Like

When we profile executives at EIQ, we go far beyond LinkedIn. We build a picture across five dimensions — and each one gives a seller something specific to work with.

Career path and background. Where did they go to school? Did they come up through the function or cross over from somewhere unexpected? Our CHRO data shows the most common undergraduate major is psychology, not business — and 14% hold law degrees. That tells you how someone evaluates decisions and what language will land.

What they're being measured on. Every executive is accountable to a CEO, a board, a set of metrics. Our data shows Fortune 500 CMOs average just 3.5 years in the seat with 30% turnover in 18 months. A CMO under that kind of pressure needs results in two quarters. When you understand what someone is being measured on, you can frame the entire conversation around helping them hit that number. That's not selling. That's solving.

Board affiliations and professional networks. If your champion at one company sits on a board with your target at another, that's an introduction path no CRM will surface. More than four in five CHROs in our data hold at least one board seat — the network is there, but only if you know where to look.

What they care about outside the office. This is where most databases stop — and where authentic relationships begin. The most common personal affinity among the CISOs we profile? Military service. That tells you something fundamental about who they are and what kind of conversation earns their time.

What the entire peer group is focused on. Cohort intelligence lets you have a conversation at the right altitude. Instead of pitching features, you're connecting your solution to the problem that an entire leadership class is wrestling with — and showing you understand their world well enough to speak their language.

How to Turn This Insight Into Meetings

Research that sits in a notebook is worthless. But there's one move that converts it into meetings more reliably than anything else we've seen.

When you reference a C-suite executive's own public words back to their team, and connect those words to something you can solve, the person on the other end is almost obligated to hear you out.

The framework: find a specific quote or priority from the CEO on an earnings call. Reach out to the person who owns that initiative. Write something like:

"I saw your CEO said [specific quote or priority] on the latest earnings call, which tells me your team is probably working on [logical implication]. We just helped [similar company or competitor] solve that exact problem and the results were [specific outcome]. Would it be worth a quick conversation?"

That's the difference between silence and a reply five minutes later asking for a meeting. You've shown you follow their business, you've connected their leadership's public priorities to a specific capability, and you've made it easy to say yes.

Now layer in the people intelligence. If you know the person you're emailing came from the intelligence community, don't open with a generic product pitch — open with operational resilience and threat modeling. If you know a CMO has been in the seat less than two years and inherited a brand in transition, don't lead with incremental optimization — lead with the transformation agenda they were hired to deliver. If you know the CHRO is a Michigan State grad with a psychology background who volunteers with Teach For All, you know exactly what kind of conversation will resonate .

Company intelligence tells you what to talk about. People intelligence tells you how to talk about it and who to talk to. The sellers who combine both are the ones who get the meeting.

Why This Is Harder Than It Sounds

The intelligence that moves deals is scattered across dozens of sources — earnings transcripts, SEC filings, LinkedIn, nonprofit registries, university board lists, conference keynotes, industry publications. Assembling it for one executive is an afternoon. Assembling it for an entire buying committee is a week. Keeping it current across a book of business is a full-time job.

That's why we built EIQ. We aggregate and verify this intelligence across thousands of Fortune 500 and Global 2000 executives, organize it into structured profiles — education, career path, board affiliations, personal interests, business priorities — and keep it current quarter after quarter. Whether you need to understand one executive, a buying group, or an entire leadership cohort, the picture comes together in one place.