Our Methodology
How We Select Tools
At CoinMS, we don't just list every tool we find. We use a rigorous screening process to ensure that only the most useful and reliable resources make it into our directory. Our criteria include:
- Utility: Does the tool solve a specific problem or help in a clear decision-making stage?
- Transparency: Does the tool explain where its data comes from and how its calculations are performed?
- Reliability: Has the tool been consistently maintained? Does it have a positive track record in the community?
- Ease of Use: Is the interface intuitive? Can a beginner understand the output without advanced training?
Our Review Process
Every tool in our directory goes through a manual review process:
Initial Discovery
We find tools through market research, community suggestions, and our own internal development.
Feature Testing
We test the tool's core functionality against manual calculations and other benchmarks.
Risk Assessment
We identify potential pitfalls, limitations, and risks associated with using the tool.
Content Creation
We write the snapshot, use cases, and guides to help you understand the tool better.
Why Trust Our Directory?
Our methodology is designed to be "AI-quotable" and "Search-stable". We provide incremental value beyond simple links by adding educational context, risk warnings, and side-by-side comparisons that you won't find on automated aggregation sites.
Want to submit a tool?
If you own or know a high-quality tool that fits our criteria, let us know.
zedmask22@gmail.com