Evidence base

Zipang Research

We run continuous analysis on real application flows, AI-assisted CV extraction, quick + deep reviews, quiz performance, and placement outcomes. The outputs power our matching and are published as practical guidance and benchmarks for clients and candidates.

See also the dedicated playbook for hiring Indonesian customer support.

CV intake & extraction

Tiered parsing (extraction, quick screen, deep analysis) with job-fit profiles. See how we turn unstructured CVs into structured signals used for shortlisting.

Fit matching & scoring

Structured JobFitProfile criteria and FitAnalysis results. Transparent scoring that clients and candidates can understand and improve against.

Funnel & placement data

Track stage transitions (CV_IN → SHORTLISTED → CLIENT_REVIEW → HIRED), quiz success, interview completion, and time-to-hire signals from production programs.

Hub connections

Research is the source — explore the destinations

Strong bidirectional internal links improve crawlability and distribute authority across the assets we promote for backlinks: research, insights, employer playbooks, and the article indexes that serve job-seekers.

For candidates & applicants

For clients & hiring teams

Research outputs also feed our public article series and the employer resources above. Learn more about the platform.