Many companies are responding to AI search by producing more articles. That can make the problem worse. A large library of repetitive, unsupported pages creates noise without giving an answer engine better material to use.
The better standard is usefulness under compression: if a system had only a few sentences to explain the decision, has the company published facts strong enough to survive that compression?
The useful part starts here.
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