Start your prompt with a specific job title and who that person works with, because a role points the AI at the right knowledge but does not make it smarter.
- A role changes the vocabulary, the priorities, and what the AI decides is worth mentioning.
- Saying "world-class expert" on its own gives the AI only one detail, so you still get generic advice.
- Replace "expert" with a specific job title and who that person works with.
- Add a role like this whenever you ask the AI for judgment or advice.
Example: "You are an expert accountant" gives generic advice, but "You are a CPA who works with a construction company running three five-man crews, invoicing on Stripe, and payroll on ADP" gives specific advice.