AI Tool vs Editorial System: Why the Distinction Changes Everything
An AI tool generates text. An editorial system governs what goes out. In B2B, confusing the two costs more than a bad article. Method and warning signs.
-
-
How AI content tools have polluted B2B marketing
Content generation tools have made publishing easier, and therefore less deliberate. In B2B, this produces « acceptable » but interchangeable content, while editorial responsibility quietly erodes. The answer is not « less AI » but AI used as an editorial system: structure, consistency, control.
-
Generating text is not marketing
A « clean » text is not a decision. In B2B, publishing puts your credibility on the line: without intent, structure, standards and validation, you end up publishing without a position. AI tool or editorial system: the difference is structural.