How we test AI writing tools
Every tool on QSLABX is reviewed using the same hands-on process. We pay for our own subscriptions where possible, run real writing tasks, and update our rankings quarterly.
1. We sign up like a customer
We create real accounts, install browser extensions if available, and use the product the way a paying customer would. Free trials and demo accounts are used only to evaluate the onboarding.
2. We run the same writing tasks
Each tool is tested against a fixed set of tasks: a short ad, a long blog intro, an email sequence, and a rewrite. We compare outputs side-by-side to keep ratings consistent.
3. We score on six dimensions
Output quality, ease of use, pricing value, brand controls, integrations, and support. Each dimension is scored 0–5, then weighted into a single overall rating.
4. We publish the pros and the cons
We list the good and the bad — even for tools that pay us a commission. If a tool doesn't earn a spot in our ranking, we tell you why.
5. We re-test quarterly
AI tools change fast. Every review is re-checked within 90 days, and the 'Updated' date on each page reflects the last hands-on pass.
Independence & affiliate disclosure
Affiliate commissions never influence our rankings. If a tool is bad, we say so. If a paid placement is ever sponsored, it is clearly labelled.
Spot a mistake?
Our editorial team reads every email. If a rating feels off, or a feature has changed, tell us and we'll re-test.
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