# How I Test an AI Tool Before Recommending It
I start with one simple question: does this tool make a real task easier, or does it just make the demo look good?
How I Test an AI Tool Before Recommending It
A practical checklist I use when a tool looks impressive on the homepage but still needs to prove it can handle real work.
Jul 8, 2026 6 min read Editorial guide
I pick a normal task, like rewriting a paragraph or cleaning up notes. If the tool only works with a perfect prompt, that is a warning sign.
Watch for friction
I look at how much effort it takes to get from login to useful output. Too many setup screens usually means the product is trying hard to look powerful.
Read the pricing slowly
If the pricing page is vague, I treat that as part of the review. Good products make the plan limits clear without hiding the important parts.
My final rule
If I cannot explain the value in one plain sentence, I usually do not recommend the tool.
How to Apply This Guide
The easiest way to turn this article into something useful is to turn the advice into a repeatable process. Read the guide once for the strategy, then use it to shape the tools, prompts, and review steps in your own workflow.
Define the exact job you want the tool or workflow to solve.
Test the tool on real work, not just a demo prompt.
Compare the output against your current process before you pay.
Keep one human review step for quality control.
