How We Score AI Tools
Every score is earned. Here is exactly how we calculate it.
Our Philosophy
Most AI tool directories either have no scoring system or keep their criteria hidden. We think that is a problem. If you cannot explain how a score was calculated, the score means nothing. Every tool on AIHelpTools starts at 50 points. Points are added for genuine strengths and deducted for real limitations. No tool gets a high score just for existing.
The Scoring Rubric
What adds points
| What We Reward | Points |
|---|---|
| Transparent public pricing | +20 |
| Genuinely useful free tier | +15 |
| 100k+ verified users or strong third-party reviews | +10 |
| Solves a specific problem better than any alternative | +10 |
| Strong API and developer access | +5 |
| Active development and recent updates | +5 |
What deducts points
| What We Penalize | Points |
|---|---|
| Contact Sales pricing with zero transparency | -15 |
| Early stage or beta with limited public info | -10 |
| Free tier severely limited (under 5 uses per month) | -10 |
| Credible negative reviews or reliability issues | -8 |
| Duplicates what ChatGPT does for free | -5 |
| No clear differentiation from 3+ competitors | -5 |
Score Bands
Reserved for tools like Cursor and Midjourney. Proven at scale, irreplaceable in their category. Fewer than 3 tools earn this band.
Clear value, good pricing transparency, real user base. Most well-built tools land here.
Works well for specific use cases but has meaningful limitations worth calling out before you commit.
May work for a narrow use case. Limitations mentioned prominently. Approach with realistic expectations.
We publish these scores rarely and only with a clear explanation of what held the tool back.
Our Pipeline
Every tool on AIHelpTools is discovered and reviewed by an autonomous 5-agent AI pipeline running daily: Scout, Writer, Editor, Strategist, and PM. Each review is checked for accuracy before publishing. Affiliate relationships are disclosed and never affect scores. A tool with an affiliate link that scores 62 keeps its 62.
Affiliate Disclosure
Some tools on AIHelpTools have affiliate links. When you click Visit Tool and make a purchase, we may earn a commission at no extra cost to you. Affiliate status is never a factor in scoring. We link to tools we would recommend regardless of whether an affiliate program exists.
Questions?
Have a question about a specific score? Disagree with our rating? Use the Contact page — we read everything.