Social media vetting

AI social media vetting and screening

ArgusX screens a subject's public social media record across X, Bluesky, YouTube and Rumble, and returns classified, sourced findings ready for human review.

What social media vetting is for

Almost every reputational surprise now has a public paper trail. A post from nine years ago, a reply in an argument nobody remembers, a remark in the second hour of a livestream — the material is usually there to be found before it becomes a problem, and the reason it is not found is simply volume. A single active subject can have tens of thousands of public items across several platforms.

Social media vetting is the practice of reading that record deliberately rather than hoping. It is used before a hire, before an investment, before adopting a candidate, before announcing a partner, and before publishing. Done manually it is one of the most labour-intensive tasks in research; done badly, it is keyword searching that only finds what you already suspected.

How ArgusX approaches it

ArgusX (also written Argus X) is a screening tool, not a search box. You name a target — a public X or Bluesky username, or a set of YouTube or Rumble video URLs — and ArgusX retrieves the whole public record for that target. Social accounts include original posts, replies and reposts; videos are transcribed in full so spoken content is treated as searchable text.

Every retrieved item is then classified. ArgusX screens against nine reputational risk categories: racism, violent rhetoric, antisemitism, Islamophobia, transphobia, homophobia, sexism, hate speech and extremism. You can add your own custom category — a topic, a named individual, a policy position — at no extra cost, and run it alongside the standard set. Scans typically complete in one to fifteen minutes and you are emailed when the dossier is ready.

Sourced findings, not a score

A screening tool is only useful if its output survives scrutiny. Each ArgusX dossier opens with an executive summary, then lists every flagged item with the category it tripped, a one-line rationale in plain English, and a link straight to the original post or the exact timestamp in the video. Reposts are marked as reposts, with the original author attributed, so amplification is never confused with authorship.

That means the person receiving your work can check it. Findings are meant to be reviewed by a human who can agree, disagree or add context, and false positives can be reported so the categories keep improving. The full dossier exports as a PDF you can send to a client or file with a decision record.

Coverage across platforms

Different subjects live on different platforms, so the same pipeline runs across all of them. For written history, see how ArgusX scans an X (Twitter) account's full history — Bluesky works the same way from a public handle. For spoken content, see YouTube video analysis; Rumble videos are handled the same way.

Scanning several platforms for one subject gives a fuller picture than any single feed, and because each scan produces the same structured output, the results sit together comfortably in one review.

Who runs vetting with ArgusX

Political and public affairs teams use ArgusX for candidate and staff vetting and for opposition research. Employers, investors and advisers use it for social media due diligence before a hire, a deal or a partnership. Investigative journalists use it to establish patterns across years of public posting with every citation hyperlinked to its source.

Teams share a single ArgusX workspace with seats and a pooled monthly credit allowance, so scans and dossiers stay together rather than scattered across individual accounts. Pricing is per scan — one account or one set of videos, one credit — with subscription and pay-as-you-go options on the pricing page. No card is required to create an account.

Common questions

Questions people ask

What is AI social media vetting?
It is automated screening of a person's public social media record. ArgusX retrieves the public history of an account or a set of videos, classifies every item against reputational risk categories, and returns the items that matter with links to the originals.
Which platforms does ArgusX cover?
ArgusX covers X (Twitter), Bluesky, YouTube and Rumble. Social accounts are scanned from a public username; YouTube and Rumble videos are submitted as URLs and analysed from their transcripts.
Does ArgusX use private data?
No. ArgusX reads only content that is already public at the time of the scan. Private or protected accounts cannot be scanned, and deleted content is not recoverable.
Is the output a decision or a screening result?
A screening result. Every flag carries a plain-English rationale and a link to the original post or timestamp so a human can review, add context, and decide. False positives can be reported.
How is it priced?
One scan of one account or one set of videos costs one credit, including any custom query. Subscriptions include monthly credits and shared seats, and credits can be purchased individually.

Ready to begin? Set up your account.

Create an ArgusX account, enter the account or videos you want reviewed, and have your first dossier within minutes.