Public preview coverage

Current public snapshot: 690 school-topic rows, 6,163 institution profiles, 0 ranked institutions, and 6 searchable topic records. Topic universe status: preview_seeded, not universal OpenAlex topic coverage. Coverage and scoring are different: institution profiles do not imply research strength. Directory-only profiles are explicitly separate from research-ranked school-topic rows. No sufficient research evidence for this topic is shown instead of fabricated scores.

Methodology: SignalSpore Research Graph v0.1. Dataset version: research-refresh-2026-06-18. No synthesized rows. Source statuses are snapshot, inactive, pending, blocked, or scheduled_refresh only when monitored refresh metadata exists.

API build-info · build-info text · coverage model · source health · research-area API

Research-Fit Reports — SignalSpore

Report preview is the monetizable path. Users select purpose, 1–5 topics, optional geography or school type, and priorities. Preview output includes top matched institutions, hidden gems, rising specialists, compare candidates, caveats, confidence summary, and sample receipt. Payment remains disabled until full export is useful.