The risk categories worth reviewing
Content risk: themes, opinions or on-screen behaviour that a mainstream brand would want to review before associating with it. Keyword-only detection struggles here, because context changes meaning — which is why signals need a human read rather than an automatic rejection.
Commercial risk: a recent paid integration with a direct competitor, or a sponsorship pattern that makes another partnership feel crowded, can affect the deal even when the content itself is unremarkable.
Voice risk: a tone that pulls against the brand's own voice will not carry the message, even when the deliverable is well produced. It is not a safety issue in the legal sense, but it quietly weakens more partnerships than the obvious risks do.
Sample risk: any review only covers the content it can see. The older or thinner the sample, the more cautious the conclusion should be.
How Check My Influence surfaces potential signals
Sampled posts are checked against a risk-term list covering areas such as controversy, legal issues, explicit content, gambling, drugs, violence, hate, misinformation and drama-driven content. Matches are weighted by prevalence across the sample rather than counted once, so a single passing mention is not treated like a recurring theme.
An allowlist prevents common false positives — 'exposed brick', 'beef stew', 'fake plant' — and clearly humorous usage is discounted. Each surfaced signal is presented with the reasoning behind it, and it feeds a structural safety score that the AI layer cannot reduce.
Where human review is still required
Check My Influence supports the review; it does not complete it. It does not perform reputational due diligence, does not analyse imagery or off-platform behaviour, does not read press coverage, and does not guarantee that a creator is brand safe.
The practical use is triage: a fast, consistent pass that tells your team where to look before anyone spends an afternoon scrolling through a back catalogue.
Documenting the decision
Whether the answer is proceed, test, hold or pass, the value is in being able to explain it later. Each report keeps the fit reasoning, the potential signals and the confidence level in one place, so the rationale exists in writing before the negotiation starts.