Citable layer — this is what AI reads
What it offers
I ran 10 AI writing tools on the same brief — only 3 produced usable copy
Who it's for
Content teams evaluating AI writing tools
Problem it solves
AI writing demos look great but fail on real, constrained briefs
Full transcription (creator-provided)
Every AI writing tool demos beautifully. You give it a fun prompt, it gives you a fun answer. But real briefs are not fun. They have tone constraints, banned words, legal requirements, character limits. I took one real client brief and ran it through ten tools. Seven failed immediately: they ignored the banned words list or blew past the character limit. Three passed, and only one needed fewer than two revision rounds. The lesson is simple. Never judge a writing tool by its demo. Judge it by your ugliest, most constrained brief. That is where tools are separated from toys.
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