Start with a real requirement and a consistent process
Before sourcing, clarify the work, required skills, location and schedule, engagement type, authorization requirements, and what evidence will show a candidate can do the job. Use the same job-related questions and verification steps for comparable candidates. Keep notes tied to the role rather than to personal impressions.
Verify facts proportionately
Compare the candidate’s résumé, application, recruiter conversation, and interview details for consistency. Ask permission before contacting references or conducting background or credential checks, follow applicable law and client policy, and use trusted channels to verify education or licenses where relevant. Explain what information is needed and why. Collect only what is necessary and protect it.
Identity concerns deserve care. Use a consistent identity-confirmation process at appropriate stages, and make sure the person interviewing is the person being presented and onboarded. A discrepancy can have an innocent explanation—such as an outdated profile or connection problem—so pause, ask neutral questions, and resolve it before making a submission. Do not ask for sensitive identity or financial information through informal chat or before it is necessary for a legitimate, authorized process.
Recognize fraud patterns without stereotyping
Warning signs may include unverifiable employment, copied or inconsistent project histories, references that cannot be independently confirmed, pressure to skip normal steps, or a person unable to discuss specific work they claim to have done. FTC guidance also warns job seekers about fake recruiters and requests for money or personal information; staffing teams should protect their own identity and candidate data with official contact channels and secure workflows.
One signal is not proof of fraud. Investigate the facts, document what you checked, and give the candidate a fair chance to clarify. Never infer honesty, competence, or identity from accent, nationality, age, disability, appearance, or another protected or irrelevant trait.
Assess AI-assisted answers through evidence
Candidates may use AI to prepare, practice, or polish written materials, just as they may use a coach or reference book. A fluent answer alone does not establish skill, and a candidate’s use of a tool is not proof of dishonesty. Set clear expectations for any assessment, ask follow-up questions about decisions and tradeoffs, and use a job-related work sample when appropriate. If an assessment is meant to measure unaided performance, state the rule in advance and apply it consistently.
Recruiters should also avoid using AI tools to invent screening results, infer protected characteristics, or make unsupported judgments about facial expression, voice, or personality. When a client uses automated screening, ask what the tool evaluates and whether accommodations and fair, job-related criteria are addressed.
Represent the candidate accurately
Present the candidate’s résumé and experience truthfully. Do not add technologies, inflate titles, rewrite a gap into a false claim, or describe an unverified skill as confirmed. Separate what the candidate reports from what the recruiter has verified. Share both strengths and relevant gaps so the client can make an informed decision.
Professional recruiting is careful, respectful work. It balances speed with evidence, asks candidates clear questions, protects private information, and maintains the same standard across the shortlist. That is how a staffing partner earns trust from both people in the process.