Use a simple filter: will this tool save you time on something you already do every week? If the answer is no, skip it. The best AI tool is the one that solves a problem you actually have right now — not one you might have someday.
The New Tool Trap
Every week, a new AI tool launches with a flashy demo and a promise to change everything. It feels like you need to try them all or risk falling behind. But that feeling is a trap. Think of it like a teacher supply store — just because they sell 200 different kinds of markers doesn’t mean you need more than the three you already use.
Most new AI tools are slight variations on things that already exist. A new image generator, another writing assistant, one more scheduling tool with AI bolted on. The ones that matter are the ones that do something genuinely new for your specific workflow — not for tech reviewers, not for developers, for you as an educator.
The Three-Question Filter
Before spending even five minutes on a new AI tool, run it through three questions. First: does it replace or speed up a task I do at least once a week? If you only do the task monthly, the learning curve probably isn’t worth it. Second: can I test it in under 15 minutes with real work? If it requires a complicated setup before you can even see what it does, it’s not designed for people like you. Third: does it work with the tools I already use — WordPress, Zoom, FluentCommunity, my email platform? A brilliant tool that lives on its own island creates more work, not less.
If a tool passes all three questions, give it one real session. Use it on an actual task, not a fake test. You’ll know within 30 minutes whether it belongs in your workflow.
What This Means for Educators
As a coach, consultant, or online teacher, your time is your product. Every hour you spend evaluating a new tool is an hour you’re not spending with students, creating content, or building your community. The most productive educators pick two or three core AI tools — typically ChatGPT or Claude for writing and thinking, plus one tool specific to their workflow — and go deep instead of wide.
The Simple Rule
Ignore the launch. Wait two weeks. If people in your world are still talking about it after the hype dies down, then apply the three-question filter. This approach means you’ll miss some genuinely useful tools by a couple of weeks — but you’ll save hundreds of hours chasing ones that don’t matter. The educators who thrive with AI aren’t the ones who try everything first. They’re the ones who use fewer tools better.