Selection Sample Identity Blind Check

Check a preparation copy of work-sample evidence for direct identifiers while keeping traceability for authorized reviewers. Preparation only, not an account action.

What to provide

Approved work-sample copies; identifier categories; reviewer audience; mapping custodian; required job-related fields; redaction policy.

How it works

1. Inventory direct identity fields and protected or unrelated content under supplied policy.
2. Replace only authorized identifiers in the preparation copy with stable tokens; preserve originals outside that copy.
3. Check comments, filenames and quoted text for residual identifiers.
4. Return redaction log and held ambiguous fields; no real file sharing or claim that anonymization removes bias.

The output

sample_token | field | action | remaining_identity_risk | traceability_owner | review_hold

Worked fictional example

Fictional filename Jane_CV and comment Jane both expose the name. Removing only the heading fails the check. Job-relevant task evidence is preserved; no hiring verdict is made.

Checks and limits

Keep source versions and original values. Unknowns stay unknown. Use qualified review for regulated, legal or hiring decisions. No live account compatibility test, send, share, schedule, ledger change or payment is authorized.

More recruiters workflows · How-to guides

Method: reviewed source. Demand lead: Oct8 live GSC through Oct5: marketing copilot 37 impressions, Planable/Claude 33 and Planable/ChatGPT 23, campaign brief 12 and reports 11. Marketing/social topics follow these parent-query leads; other professions follow method-source workflow needs, not exact query measurements. Exact monthly volume is unmeasured. Checked October 8, 2026.