Are the predictions guaranteed?
No. MatchEdge publishes probabilistic forecasts, not guarantees. Football results are inherently uncertain, so the useful question is whether the model is calibrated and consistently better structured than guesswork, not whether it can eliminate variance.
Why do some matches have richer pages than others?
Coverage depends on the quality and depth available from the upstream providers used by the ingestion pipeline. Popular competitions usually have stronger coverage for history, lineups, squad information, and live detail. Lower-tier competitions can still have fixture and score coverage while lacking deeper sections.
Does MatchEdge save data to its own database?
Yes. The site is intentionally database-first. Fixtures, results, history banks, team metadata, and other derived records are stored internally so that public pages can reuse them without forcing a new live scrape for every request.
How early are predictions prepared?
The system is designed to warm upcoming matchdays ahead of kickoff so users can see predictions and context in advance. Background jobs continue to verify and repair missing sections when provider calls fail or a competition receives late coverage updates.
What happens when a provider does not return data?
The app will either fall back to another provider, reuse internal records already stored for that team or competition, or mark the section as unavailable. The design goal is to avoid silently fabricating stats.