How to verify executive CV claims: an evidence-based guide

Why executive claims require a materiality-first review

A senior CV can contain dozens of verifiable statements, but they do not carry equal decision value. A disputed conference presentation is rarely as consequential as an unsupported CEO title, professional license, acquisition value, or revenue claim. Verification should therefore begin by ranking claims according to authority, qualification, ownership, financial scale, recency, and relevance to the contemplated role.

Recruiting teams are already using AI primarily to gain time and efficiency. In SHRM's 2025 sample, 89% of HR professionals whose organizations used AI for recruiting said it saved time or increased efficiency, while 36% reported lower recruiting, interviewing, or hiring costs. SHRM nevertheless emphasizes human interpretation, which is particularly important when evidence may influence a consequential decision.

Sources: Society for Human Resource Management; LinkedIn

Convert the CV into precise claims

Do not search for whether an executive is generally credible. Convert the CV into propositions that can be tested independently. Each proposition should identify the person, organization, role or achievement, relevant dates, and any amount or designation. Closely related details may be reviewed together, but existence of the company must not be treated as proof that the person held the claimed role.

• Role: person, legal entity, exact title, start date, and end date
• Ownership: founder, co-founder, partner, owner, or board authority
• Financing: amount raised, round type, date, company, and currency
• Business performance: revenue, sales, valuation, assets under management, or cost savings
• Transaction: buyer, seller, asset or company sold, announced value, and closing date
• Qualification: institution, degree, license, jurisdiction, status, and year

Verify executive titles and governance authority

CEO, COO, CFO, CTO, president, director, chair, founder, adviser, and employee are not interchangeable. Start with contemporaneous employer announcements, archived leadership pages, regulatory filings, proxy statements, annual reports, or an official professional registry. A later biography can be useful, but it may compress multiple roles or repeat candidate-supplied wording.

For SEC filers, EDGAR provides millions of public filings and full-text searching across more than 20 years. Searches can be filtered by company, person, filing category, date, or location. Coverage is substantial but not universal: a missing result says little about a private company that was not required to file.

Sources: U.S. Securities and Exchange Commission

Separate funding, revenue, valuation, and transaction value

Financial claims should be normalized before comparison. Money raised is not revenue; valuation is not sale price; announced transaction value may not equal cash received; a grant ceiling may exceed the amount actually awarded; and company-wide sales are not automatically attributable to one executive. Record the currency, period, metric, entity, and whether the amount is exact, approximate, cumulative, announced, or completed.

Use filings when available, then compare official company or investor announcements with credible contemporaneous reporting. A company press release is relevant organization-controlled evidence, but independent evidence is preferable for unusually large or decision-critical claims. If no eligible source is available, classify the claim as unresolved rather than assuming that a private financing or confidential transaction did not occur.

Sources: U.S. Securities and Exchange Commission

Check degrees and regulated credentials with the issuing authority

Institutional accreditation and an individual's degree are different questions. The U.S. Department of Education provides a database of accredited institutions and programs, but the Department states that the information is reported by recognized agencies and may not be complete or current. Confirming that a university is accredited does not confirm that a candidate earned a particular degree.

For regulated occupations, use the relevant licensing body. FINRA's BrokerCheck, for example, draws registration information from CRD and IARD and may show registrations, qualifications, firms, and reported employment history for covered investment professionals. Equivalent registries should be selected according to occupation and jurisdiction.

Sources: U.S. Department of Education; Financial Industry Regulatory Authority

Distinguish four evidence outcomes

A consistent vocabulary prevents missing information from being overstated. Supported means eligible evidence establishes the material claim. Partially supported means a material portion is established but an important detail remains unresolved. Unverifiable means the available public evidence is insufficient. Discrepancy found should be reserved for credible evidence that directly conflicts with the normalized claim.

Absence from a search result, team page, or registry is not automatically a discrepancy. Before labeling a conflict, check company renames, subsidiaries, interim appointments, concurrent roles, approximate amounts, announcement-versus-closing dates, and ordinary differences between award, publication, and ceremony years.

Prioritize the five follow-ups that matter most

A recruiter-facing summary should not elevate every unresolved detail equally. Put direct discrepancies first, then high-materiality claims that remain unverifiable. Executive authority, founder or board status, regulated licenses, required degrees, funding, revenue, valuation, grants, acquisition or company-sale value, and materially incompatible employment dates ordinarily deserve priority over routine duties, memberships, minor awards, or nonessential publication details.

• State the exact claim and the unresolved or conflicting element
• Identify the strongest source and its relationship to the claim
• Recommend the authoritative document or organization that could resolve it
• Give the candidate a reasonable opportunity to clarify the record
• Do not infer intent, honesty, or suitability from a public-evidence gap

Keep the final decision human and legally reviewed

Public-source verification should organize evidence, not make a hiring decision. Apply the same job-related standard consistently and avoid protected characteristics or unrelated private information. The joint EEOC and FTC guidance states that employment use of background information must comply with federal nondiscrimination law; additional FCRA procedures apply when an employer obtains a report from a company in the business of compiling background information. State and local requirements may also apply.

Because product classification and legal obligations depend on the workflow, jurisdiction, data, and provider relationship, employers should have counsel review their process. Material findings should be confirmed directly with the candidate, issuing institution, employer, regulator, or another authoritative source before consequential action.

Sources: U.S. Equal Employment Opportunity Commission and Federal Trade Commission; National Institute of Standards and Technology