SHIRO & Co.

Visible World Audit

New audit

Configure an audit engagement

Select a custom audit or the 2-Hour Visible World Diagnostic. Review the pre-filled objective, personas, channels, and comparison plan before you confirm authorization. I confirm that SHIRO & Co. is authorized to observe this system.

Step 1 · Template

See what your algorithm chooses to make visible. People choose from what systems choose to make visible. Visible World Audit records, compares, and preserves evidence of how ranked and personalized exposure changes across users, behaviors, channels, and time.

Configure personas, channels, and comparisons without a product template.

Expected engagement format: Defined per engagement

The 2-hour label is a service format, not a software SLA. Runner completion time is not guaranteed.

CLIENT AUDIT · Authorized client/system observation

Step 2 · Client intake

Leave blank to allocate a unique reference such as VWA-2026-001. Custom references must be unique.

Step 3 · Target system

Client audits do not use Lab mock jobs unless Lab / synthetic is explicitly selected.

Step 4 · Observation objective

This is an observation objective, not a causal hypothesis.

Questions this audit will answer

  • What changed after the recorded interactions?
  • Did the observed visible worlds differ across personas?
  • Did a configured control remain stable?

Step 5 · Personas

Default synthetic personas: A, B, and Neutral C as CONTROL PERSONA. A control is optional unless CONTROL comparisons are planned.

CONTROL. No active interaction sequence is planned for this persona unless explicitly configured.

Step 6 · Channels

Step 7 · Comparison plan

Selecting a template pre-fills the comparison plan. Review it before create. Intent is not inferred after the audit runs.

  • CUSTOM AUDIT
  • 3 personas planned
  • A control persona is configured.
  • Channels: WEB
  • Deliverable: Frozen audit report

Planned comparisons: Temporal · Persona · Control where configured

Step 8 · Scope and deliverables

What we need

  • authorized target URL/system
  • audit objective
  • permitted test actions
  • persona definitions
  • channel availability
  • comparison questions
  • observation window

Deliverables

  • Frozen Visible World Audit Report
  • Visible World comparison
  • Exposure Chain
  • Category shifts
  • Evidence appendix
  • Known / Inferred / Unknown separation
  • Control comparison where configured
  • Read-only client report

In scope

  • ranked exposure
  • visible item order
  • before/after changes
  • persona differences
  • control differences
  • email-to-web sequence
  • structured semantic classification

Out of scope

  • proprietary source-code inspection
  • hidden model weights
  • causal claims without evidence
  • protected-trait profiling
  • unauthorized scraping
  • anti-bot circumvention

Step 9 · Authorization

Step 10 · Create audit

Internal notes never appear automatically in Client View.

After create, readiness evaluates target, authorization, personas, comparison plan, runner, evidence storage, and required channels. Review the pre-filled structure, then confirm.