Brand safety is the set of practices and controls that prevent ads from appearing next to content that could damage the advertiser's brand — violence, hate speech, adult or illegal content, misinformation, and similar categories. It protects advertisers from reputational harm and, on the other side of the market, protects publishers' ability to attract premium demand by demonstrating that their inventory is safe.
Brand safety vs brand suitability: safety is the categorical floor (content essentially no advertiser wants to be near); suitability is the stricter, advertiser-specific layer (an airline might avoid crash-related news that is perfectly safe for another brand). Industry frameworks such as GARM's content categories let advertisers tune that line.
It is enforced through block and allow lists, automated content categorization, and third-party verification vendors (Integral Ad Science, DoubleVerify, Oracle MOAT) — the same vendors that measure [[viewability-rate]] and ad fraud, since the three together make up media quality. A real failure mode is over-blocking: aggressive keyword block lists can choke off legitimate inventory, so the goal is calibrated controls rather than maximal blocking.