Curation Methodology

How Stakgro curates the AI directory

Our curation process ensures every tool listed in the directory meets a consistent quality bar — relevant to freelancers and small businesses, well-documented, and actively maintained.

How every listing is curated

What we measure

Our tool ratings are built from five weighted categories. The weights reflect what matters most to freelancers and small business operators.

Ease of Use
25%
Time to value, learning curve, UI clarity
Feature Quality
25%
Core feature completeness and reliability
Pricing & Value
25%
Free tier value, pricing fairness, ROI
Support & Reliability
15%
Uptime, support responsiveness, documentation
Fit for Freelancers & SMBs
10%
Specificity to our audience's actual use cases vs. enterprise bloat

How Stakgro makes money

Stakgro earns revenue through direct product sales — premium templates, digital downloads, and optional featured placement in the AI directory. That's it.

We do not earn commissions from tools listed in the directory. Links to external tools go directly to the tool's website. Our curation is independent of our revenue model.

Found an error in a listing?

If you're a tool vendor and believe information in a Stakgro directory listing is factually incorrect (wrong pricing, discontinued feature, misrepresented capability), contact us at our contact page. We will verify against current product documentation and update accordingly.

We will correct factual errors promptly.