AI tools get reviewed differently here than a router or a laptop stand. The category is noisy, the marketing is hype-heavy, and most "best AI tool" lists online are thin, AI-written pages chasing search traffic rather than genuine evaluation. Below is exactly what we check before an AI tool earns a recommendation, and what we refuse to do.
What we check before recommending an AI tool
- Does it solve a workflow you already have, or does it invent a new task you didn't need? We start from the job, not the tool.
- What does the free tier actually let you do, and at what point does it stop being enough? We test the free ceiling before we test the paid plan.
- Is pricing published and stable, or does it require "contact sales" for anything beyond a hobby use case?
- Can you export your work and cancel cleanly, or does the tool lock your content into a proprietary format?
- Does the tool replace a skill you're better off learning, or does it genuinely save time on a task you don't need to master?
- Is the vendor a stable, funded company likely to exist in a year, or a hobby project with an uncertain roadmap?
What we won't do
- We will not claim to have run every plan tier of every tool. Where a recommendation is based on the vendor's own published documentation rather than hands-on use, we say so.
- We will not state or imply a specific income outcome from using an AI tool. A tool review describes capability, not earning potential.
- We will not publish a comparison table copied from a vendor's marketing page without independently checking the current price and terms.
- We will not recommend the most expensive plan by default. Most side hustles are better served starting on a free or entry-level tier.
How this differs from our general review standard
Our site-wide methodology is on the How We Review page: define the use case, compare meaningful features, show trade-offs, update regularly. The AI Tools hub follows the same process with one addition — we separately disclose whether AI assistance was used in producing the article itself. That disclosure sits next to the affiliate disclosure, not folded into it, because they answer different questions: one is about who profits, the other is about who wrote it.