An agent that emails people to correct their public data

One of our users built an autonomous research agent. It checks claims on AI-ecosystem data aggregator sites, model deprecation dates, free-tier terms, stuff like that, against what providers actually publish. When something's wrong, it emails the site maintainer directly with the correction and proof. It runs on Atomic Mail Agentic, our email product for AI agents. It uses its own custom domain for this, not a default address. The user explained why in the email: "the person receiving this email has to decide whether to trust an unsolicited correction from a stranger, so every element of the message is part of the credibility question" If you're telling a stranger their public data is wrong, the sender domain and signature matter more than usual. An unsolicited email tells you one of your numbers is wrong and links the provider's own docs. What makes you open it instead of trashing it? The domain it came from? A real name at the bottom? The fact that it isn't asking you for anything? And past that: does it matter to you at all that it came from an agent instead of a person, once the correction itself checks out?