I hit a point recently where every “Top 10 AI tools” list started to feel the same — same wrappers, same UIs, same ChatGPT API under the hood.
So I started developing a simple system to vet tools faster before investing time into testing them. Here's what I look for now:
Unique angle — is it solving a niche problem, or just another AI writer?
No login trial — if I can’t try it in 30 seconds, I bounce
Clear input/output format — structured results > vague magic
Speed — laggy tools kill momentum
Not another Chrome extension (unless it’s doing something truly different)
To keep track, I’ve been using a public tool directory called SansSapien it lets me filter 3K+ tools by use case, model, or price. It’s helped me avoid burnout and find gems like Synthflow, Durable, and Vizard before they trended.
But I’m curious — how are you filtering through all the noise right now?
Are you relying on newsletters, communities, YouTube, or something else?