The practical uses.
WHERE IT HELPS
Understanding what a job advert is actually asking for Tailoring your CV to a specific role Drafting cover letters Preparing for interviews Practising your answers
THE UNDERSTANDING PROMPT
"What is this employer actually looking for, and what should I emphasise from my experience?"
Genuinely useful. It surfaces requirements you would have underplayed.
WHAT NEVER TO GENERATE
Qualifications Dates Job titles Results and figures Anything checkable
Inventing these is fraud, and it is discovered at reference or verification stage.
WHAT MAKES APPLICATIONS SUCCEED
Tailoring, not polish.
A tailored application substantially outperforms a general one, and AI makes tailoring fast.
WHAT TO WRITE YOURSELF
Why you want this role.
That is what distinguishes you and the model cannot know it.