Every week there's a new AI writing tool promising to 10x your output. Most do roughly the same thing under the hood. The difference that matters is fit: does it slot into how you already work, and is the output good enough to ship with light editing?

What separates the keepers

  • Output quality on your task — a tool great at ads may be mediocre at long-form. Test on your real work.
  • A proper editor, not just a chat box — you'll spend more time editing than generating.
  • Brand voice control — the ability to teach it your tone so drafts sound like you.
  • Honest pricing — watch for per-seat and per-word limits that balloon at scale.

How to test in an afternoon

Pick three tasks you do often. Run each through two tools. Score the drafts on how close they are to shippable. The winner is usually obvious within an hour — and it's rarely the one with the longest feature list.

Buy the tool that makes your best work faster, not the one that makes average work effortless.