Every review on AI Tool Wise follows the same hands-on method, so you can trust the results and compare tools fairly. This page explains exactly how I test AI tools, how I score them, and how the site makes money.
Who tests the tools
I’m Shoaib, the editor of AI Tool Wise, and I run the site from Pakistan. I test every tool myself. Nobody else writes my verdicts, and no company sees a review before it is published.
Step 1: I use the tool myself
- I sign up for my own account, usually on the free plan, so I see what a new user sees.
- If a key feature is locked behind a paid plan, I say so in the review. If I pay for a plan to test it, I say that too.
- I take my own screenshots during the test. I don’t use the company’s marketing images to show results.
- Every review shows the test date, the plan and, where it matters, the model I used.
Step 2: the same tests for every tool
Using identical tests is what makes my comparisons fair. For AI voice tools, every tool gets the same scripts:
- English
- “Welcome to AI Tool Wise. Today we are testing how natural this voice sounds. Can it handle numbers like 2026 and $19.99? Let’s find out together.” This checks naturalness, plus how the voice reads a year and a price.
- Hindi
- The same short line written in Devanagari script
- Roman Hindi
- The same line typed in English letters, the way most people in India and Pakistan type on WhatsApp
- Urdu
- The same line in Urdu script
- Also checked
- Voice library, settings, downloading or exporting, the free plan’s real limits
Most reviews only test English. Testing Hindi, Roman Hindi and Urdu is how I find out which tools really work for South Asian creators. For AI meeting tools, I use the same short test call for every tool and compare the notes and summaries each one produces.
Step 3: I check facts on official pages
- Prices, plan limits and free-plan rules come from the tool’s own pricing page and help center, never from other blogs.
- I write the date I checked next to every price, because plans change often.
- Every review ends with a “Sources checked” list linking the official pages I used.
- If I can’t confirm something, I leave it out instead of guessing.
How I score tools
After testing, I give each tool an overall score out of 5. It is my judgement of the whole experience: output quality, language support, ease of use, how useful the free plan is, and value for money. For voice tools I also give a separate voice naturalness score out of 10, based on how human the voice sounded in my test.
| Score | What it means |
|---|---|
| 4.5 to 5 | Excellent. One of the best tools in its category |
| 4 to 4.4 | Very good, with a few clear limits |
| 3 to 3.9 | Okay for some people. Check the “skip it if” list |
| Below 3 | I would not recommend paying for it |
How AI Tool Wise makes money
Some links on this site are affiliate links. If you buy through them, I may earn a commission at no extra cost to you. This never changes a score or a verdict, and I tell you clearly when a tool is not worth paying for. No company pays to be reviewed. You can read the full affiliate disclosure.
Updates and corrections
AI tools change fast. When a tool changes its plans or features, I update the review and its “checked on” dates. If you spot something that is out of date or wrong, please tell me and I will check it.
Reviews tested with this method
- Murf AI review: tested 1 October 2026
- ElevenLabs review: tested 2 October 2026
- Murf vs ElevenLabs comparison: same scripts on both tools