Coverage comparison
Same-story clusters make it easier to see what changed across outlets, what got omitted, and where framing diverges.
About
A source-analysis desk for people who read across the story.
Vistoa scores individual articles, clusters coverage by event, and shows the source-quality signals that usually stay hidden behind a generic feed ranking.
Operating frame
Built like an editorial tool, not a social feed.
Visible scoring
Lean, factuality, argumentative quality, and source usage are shown as analysis surfaces rather than hidden personalization weights.
Reader controls
Saved stories, private preferences, topic selection, API tools, and billing live in account surfaces the user can inspect.
What stays out
No engagement casino layered on top.
Vistoa is not adding public comments, social feeds, or algorithmic follow mechanics to push people into reactive loops. Existing saved, liked, followed, and tracked-story controls remain product utilities, not social distribution.