Find Buyers Across Job Title Variations
Find B2B buyers across inconsistent job titles with a practical title dictionary, responsibility checks, test searches, and a worked operations example.
Leads Automation
10/22/20263 min read


The person who owns a business problem rarely has one universal job title. Company size, management style, language, and organizational history all influence naming. A Sales Navigator search for one exact title can therefore produce a convincing list while leaving out important buyers who describe the same responsibility differently.
Build a responsibility-based title dictionary
Start with a task that your product helps someone perform. If you provide equipment maintenance software, that task might be coordinating preventive maintenance across production lines. Potential owners could include maintenance managers, reliability leaders, engineering managers, or plant operations managers.
Create three groups: direct ownership titles, adjacent titles that require checking, and frequent false matches. Keep the dictionary short enough that a colleague can explain why each term belongs. A title becomes useful because of its connection to the work, not because it appears senior.
Search title families separately
LinkedIn documents separate current-title, function, and seniority filters in its search filter definitions. Availability can vary by plan and eligibility. Use those dimensions to test a role hypothesis, then inspect the person's actual responsibilities.
Search the direct ownership family inside a qualified set of accounts.
Review a small sample and record the language people use to describe the relevant work.
Run the adjacent family separately so weaker matches do not hide inside the main results.
Compare coverage at companies of different sizes.
Add a new term only when research reveals a plausible responsibility match.
Separate searches make errors easier to diagnose. If plant operations generates too many production roles with no maintenance responsibility, you can revise that family without destabilizing the maintenance manager search.
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Use a worked title-translation example
Imagine two fictional manufacturers. At Alder Components, the Maintenance Manager manages schedules and recommends software, while the Plant Director approves spending. At Beacon Fabrication, a small engineering team reports to an Operations Manager who owns both maintenance and production planning.
A single Maintenance Manager search could find Alder and miss Beacon. Searching only directors could identify a budget approver at Alder while overlooking the person who will evaluate daily usability. Your dictionary should preserve those different responsibilities rather than treating every title as interchangeable.
Record what would confirm the match: a current role description, an official company biography, or a direct conversation. Do not invent reporting relationships from title rank. If authority is unclear, label the person as a potential operational owner rather than a confirmed decision maker.
Handle abbreviations and language differences
Abbreviations can be particularly noisy. A term that means operations in one sector may refer to a different function elsewhere. Search the full phrase first, compare results, and keep abbreviated searches separate until they prove useful.
For international territories, ask a fluent reviewer to validate local job-title variants. Literal translation may miss how a market describes the function. AI can suggest vocabulary from your approved role description, but its suggestions should enter a test queue rather than becoming automatic qualification rules.
Maintain the dictionary from real outcomes
After a discovery conversation, update the dictionary with what you learned: who owned the problem, who evaluated the solution, and which initial assumption was wrong. Remove terms that repeatedly create irrelevant work. Keep uncommon but verified titles with a note about the company context where they matter.
The finished deliverable is a compact research aid, not a list of every conceivable title. Combine it with Boolean query testing and use stakeholder mapping when several people share the purchasing process.
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Reference
LinkedIn: Lead and Account Search Filter Definitions. Reviewed October 22, 2026.
Apply this role-family method to a concrete market with the guide to finding IT buyers across technical and operational responsibilities.
