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STUDY VISIBILITY ANALYSIS

Clinical Trial Visibility Audit

Review how clearly and completely a clinical study is presented across public registry data, participant-facing information, recruitment pathways, search visibility, and operational readiness.

ABOUT THIS AUDIT

StudyOps applies a transparent heuristic framework to public study metadata. The audit highlights opportunities to improve completeness, clarity, discoverability, recruitment pathways, and operational readiness. Results are informational and are not clinical, regulatory, or legal advice.

Audit intake

Enter non-sensitive study metadata to generate a local heuristic visibility report for sponsor, site, or research-ops review.

Intake draft persistence uses browser localStorage for non-sensitive study metadata only. Do not enter patient data or PHI.

Audit preview

No audit generated yet

Enter non-sensitive study metadata, load the demo audit, or run an audit from Study Search to preview a visibility report.

Visibility criteria

  • Registry completeness
  • Patient-facing clarity
  • Recruitment CTA strength
  • Search/AI discoverability
  • Operational readiness

This score is heuristic and not clinically validated. It is not medical advice, a treatment-safety or scientific-validity assessment, regulatory approval, or a clinical system of record.

Overall score is calculated from weighted category scores using the current heuristic rubric after a report is generated.

What this evaluates

  • Registry completeness
  • Patient-facing clarity
  • Recruitment CTA strength
  • Search/AI discoverability
  • Operational readiness

Not yet included

  • Clinical validation of the heuristic rubric
  • Competitive study monitoring
  • Actual traffic/conversion data
  • Sponsor campaign analytics
  • Human clinical review