Live editorial front page
AI, commerce, ads, startup, and media signals in one readable daily flow.
Snapfacts surfaces high-signal RSS coverage with a cleaner editorial hierarchy: one lead story, fast-moving secondary stories, and a modular category feed for deeper browsing.
Latest coverage
Image-first cards with concise summaries
Category view updates instantly from the live feed snapshot without duplicating the top editorial picks.
Recency map
Freshest clusters
Scoring inputs
Trend score = weighted editorial signals
We prioritize coverage breadth, velocity, and trust. Signals are recalculated each time the ingestion job runs so the homepage stays fresh without becoming visually noisy.
score = (source × 0.30) + (recency × 0.25) + (keywords × 0.20) + (authority × 0.15) + (engagement × 0.10)
- Source: distinct publishers referencing the same topic
- Recency: time decay with 6h half-life
- Keywords: AI, semiconductor, infrastructure, enterprise
- Authority: feed credibility tier
- Engagement: boost for models, chips, and enterprise adoption stories
Feed inventory