Enterprise account research: how to profile a large company from its filings

This guide is for enterprise account executives, account-based marketing teams and SDRs working named accounts with thousands of employees. It shows where each answer sits in a public company's filings, how to map the business units and buying centers, a profile template, a worked example and a test for any profile, including one an AI tool wrote. For a smaller company, the one-page account profile is enough; to turn the research into a plan for growing the account, use the account plan template.

What's different about researching an enterprise

The output is a map from the company to the unit that owns your problem, the people in it, and the path a purchase takes through the central functions.

Where each answer sits in a 10-K

A US public company's annual report on Form 10-K follows the items set by the SEC. These are the ones a seller should read, in this order.

Item 1C matters for almost anyone selling software or services: it tells you who will run the security review and whether the company has a formal process for third-party providers, months before you meet them.

Between annual reports: 8-Ks, the proxy and earnings calls

• Form 8-K. Most items must be filed within four business days of the event. The useful ones: Item 5.02 for the departure or appointment of the chief executive, president, chief financial officer, principal accounting officer, chief operating officer and certain other officers; Item 1.01 for material agreements; Item 2.01 for completed acquisitions and disposals; and Item 1.05 for material cybersecurity incidents.
• The proxy statement. It sets out how executives are paid and on which measures, which tells you what they're pushing for this year. The guide to selling to the C-suite explains how to read it.
• Earnings calls and investor presentations. Posted on the investor relations site. Management states priorities in its own words, with dates, which makes the best opening line you'll find.
• Full-text search. EDGAR full-text search finds a phrase across filings, for example your category's name in competitors' customers' 10-Ks, or "predictive maintenance" in one company's filings over five years.

Between filings, the company's careers page shows where it's hiring, and press releases show launches and new sites. Date every fact: an enterprise changes faster than its annual report.

Private and non-US enterprises

Private enterprises don't file 10-Ks, but most publish more than you'd expect: annual or sustainability reports, press releases, leadership pages, supplier registration portals, and filings in other countries. In the UK, Companies House shows officers and filed accounts. In Germany, the commercial register is open to anyone for information and shows managing directors and holders of commercial power of attorney; see finding decision makers in Europe.

Some sales tools summarize accounts for you. LinkedIn's December 2024 product update said Account IQ, its AI account summary, is available only on Sales Navigator Advanced and Advanced Plus, and that public US companies would include SEC filings as sources. Check any summary against the filing it cites, using the AI account research accuracy check.

Map the buying centers

This is the part most profiles skip. List each unit that could buy, then the central functions that approve.

Then add the approvers: procurement (supplier registration, payment terms), IT security (what Item 1C describes), legal, and finance. For each person, record what they're accountable for and where you found it. The guide to finding decision makers covers mapping people inside a unit.

The enterprise account profile template

Account: [parent company] ([ticker, if listed])   Updated: [date]   Owner: [rep]

1. THE COMPANY
What it sells and to whom (10-K Item 1, [filing date]): [ ]
Segments and their size: [ ]
Employees (Item 1, human capital): [ ]

2. WHAT MANAGEMENT SAYS IT CARES ABOUT
Stated priorities (earnings call or investor day, [date]): "[quote]"
Risk factors that our product reduces (Item 1A): "[quote]"
Known trends and capital spending (Item 7): [ ]

3. STRUCTURE AND WHERE WE FIT
Subsidiaries relevant to us (Exhibit 21): [ ]
Unit that owns our problem: [ ]   Why we think so: [evidence]

4. PEOPLE
Executive officers (Item 10 or proxy): [roles]
Recent changes (8-K Item 5.02, [date]): [ ]
In the unit: problem owner / budget owner / users / sceptics: [ ]

5. HOW THEY BUY
Security review (Item 1C): who owns cyber risk; third-party provider process? [ ]
Procurement: supplier portal, payment terms, preferred vendors: [ ]
Current vendor or approach, and contract timing if known: [ ]

6. OUR ANGLE
Hypothesis: [problem we think the unit has, tied to a quoted priority]
First question to test it: [ ]

7. WHAT WE DON'T KNOW YET
[ ]

Every fact: source, item or page, and date.

Worked example: profiling a three-segment manufacturer

Illustrative example. The company, its filings and every figure are invented to show the method.

The seller: a maintenance software company whose product predicts equipment failures. The account: Harrowgate Industrial Group (harrowgate.example), a listed manufacturer.

What the filings said:

The profile's conclusions: the entry point is Flow Control's operations leadership, with the new COO as the likely executive sponsor. The opening angle quotes the CEO's pilot remark and the downtime risk factor, and asks which plants are in the pilot and how results will be judged. The team prepares the security documentation before the first meeting because Item 1C describes the review, and checks whether the Mexican entity contracts separately.

At volume, the reading is the slow part; Bebop researches each account and writes a playbook, and you can check what it finds against the filing items above.

A 10-question test for any enterprise profile

Use this on your own profiles and on any AI tool's. Score each question 1 if it's answered with a primary source and a date, 0 otherwise.

1. What does the company sell, and through which segments?
2. Which unit owns the problem you solve, and what evidence says so?
3. What has management said it's prioritizing, in its own words, this year?
4. Which risk factor or stated goal does your product address?
5. Who are the executive officers, and has any changed in the last six months?
6. Which subsidiaries or sites are relevant to you?
7. Who owns cybersecurity risk, and how are third-party providers reviewed?
8. Who is the budget owner in the unit, and who else will approve?
9. What do they use today for this problem?
10. What don't you know yet, and how will you find out?

A score below 7 means the profile isn't ready for outreach to a senior buyer. Questions 2, 8 and 9 are the ones AI summaries most often answer with a guess, so check those first.

What to ask a vendor about enterprise account research

• Does the tool attach each fact to the right entity: parent, segment or subsidiary?
• Does every fact cite the filing, the item and the date?
• How soon after an 8-K is filed does it appear in the summary?
• Does it cover non-US filings and registries for foreign parents and subsidiaries?
• Does it mark which statements are facts and which are its inferences?
• Can we export the profile with its sources into our CRM or account plan?

Common mistakes

• Pitching the parent's facts to a subsidiary. Revenue, headcount and priorities differ by unit.
• Treating risk factors as admissions. Many are standard language; quote them as risks the company lists, not problems it has.
• Using last year's 10-K after a new 8-K. Check for officer changes and acquisitions since the annual report.
• One contact for a whole enterprise. Each buying center needs its own map.
• Meeting the security review late. Item 1C tells you it's coming.

Next step: turn the profile into objectives, owners and dates with the account plan template.