I spend way too many hours testing AI tools so you don't have to.
Here's the thing: I'm not a tech journalist. I'm not a "content creator" — god, I hate that word. I'm just a guy who got obsessed with finding the perfect tool for every job and somehow turned that into... this.
I work from my basement. My friends call it "the cave." It has exposed brick walls, too many LED lights, climbing gear I swear I still use, and a coffee mug that hasn't been empty since 2024. It's not pretty. But it's mine, and every review you read here was written in this chair, at this desk, with approximately 63 browser tabs open.
What I do is simple: I take an AI tool, I use it the way a real person would use it — not the "best case scenario" demo they show on the landing page — and I tell you what actually happened. The good parts, the broken parts, the "why does this cost $49 a month" parts.
I don't get paid to say nice things. Some of the tools I review have affiliate links — if you click one and sign up, I get a small commission. But it never changes the score. I've given low scores to tools with great affiliate programs because the tools weren't good enough. I've given great scores to tools with no affiliate program at all because they deserved it. The Sherpa Score doesn't care about my wallet.
When I'm not testing tools, I'm probably thinking about being on a mountain somewhere. Or looking at pictures of mountains while testing tools. Same thing, really.
Welcome to base camp. Let's find you the right gear.
Every tool I review gets a Sherpa Score from 1 to 10. It's not a gut feeling — it's built from five categories, each weighted by what actually matters when you're deciding whether to pay for something:
Is it worth the money? Is the free tier actually usable? Or are they charging premium for a logo on a GPT wrapper?
Can you figure it out without a 45-minute tutorial? Is the interface clean or does it look like someone threw buttons at a wall?
Does it actually solve the problem it claims to? Is the output good enough to use, or do you spend more time fixing it than you saved?
Yes, I'm transparent about this. A great affiliate program on a bad tool still gets a bad score. The math is the math.
What happens when things break? How fast do they respond? Is the documentation actually helpful or just marketing copy disguised as help articles?
The final score produces a verdict:
| Score | Verdict | Meaning |
|---|---|---|
| 9.0 – 10 | SUMMIT PICK | Best in class. Rare air. |
| 7.5 – 8.9 | SOLID CHOICE | Reliable, recommended, does the job well. |
| 6.0 – 7.4 | MIXED BAG | Some good, some bad. Depends on your needs. |
| 4.0 – 5.9 | TREAD CAREFULLY | Serious issues. Better options probably exist. |
| 0 – 3.9 | SKIP IT | Don't. Just don't. I tested it so you don't have to. |
No mystery. No algorithm I won't explain. If you disagree with a score, tell me why — I've changed ratings before when someone pointed out something I missed. That's the whole point.