An analyst that shows its work.
Once the page has settled, a bounded, tool-using agent goes back over the same evidence: it reads the page, looks at the screenshot, pulls domain records and searches the open web. What comes back is structured, not a paragraph of vibes: a headline, a tone, the facts it relied on, the signals that moved it, what to do next, and its sources, cited.
Ask it questions too, in your own words or from presets. Who operates this, why did that redirect fire, is that the real sign-in domain. It answers from evidence already on hand and only escalates to tool calls when something is genuinely unresolved, and it reports cross-references by the count: how many independent sources mention the exact domain, and whether they are news, court and regulator records, forums or review sites.