Attribution

Attribution is the question of credit: does an AI answer tell you where its information came from, and how? When an assistant links a claim to the page behind it, that is attribution working. When it states facts with no sources at all, attribution is absent, even if the underlying content shaped the answer. The visible citation is attribution made concrete.

Why attribution carries weight

Attribution does two jobs at once. First, it builds trust. An answer that shows its sources invites the reader to verify it, which makes the whole response more credible and, by extension, the brands named in it. Second, it is your channel back. A linked citation is clickable, so attribution is the mechanism that turns an AI answer into referral traffic. A brand mention with no link gets you awareness; an attributed one can get you a visitor. The difference is covered in brand mentions vs citations in AI.

What shapes whether you get credited

Attribution starts with grounding. An answer built on retrieved sources can name them; one generated from memory usually cannot. That means being retrievable, quotable, and clearly the origin of a claim raises your odds of being credited rather than silently absorbed. It also varies by surface, so the same page may be attributed in one engine and not another. To see where you are actually earning credit, track the URLs engines cite for your prompts, as described in how to track citations and sources.