How We Review AI Tools
Transparency matters. Here's exactly how we evaluate, score, and recommend the AI tools on our site.
Our Review Process
1. Research
Before testing, we research the tool's background, funding, user reviews, competitors, and market position. We read documentation, community forums, and existing reviews to understand the full picture.
2. Hands-On Testing
We sign up and use the tool on real tasks — not synthetic benchmarks. We test free tiers, paid plans, and edge cases. We evaluate the actual output quality, not just the feature list.
3. Comparison
Every tool is evaluated in the context of its competitors. We compare pricing, features, output quality, and ease of use against similar tools in the same category.
4. Scoring
We assign a score out of 10 based on the criteria below. Scores reflect overall value — a tool with a lower price and solid performance can score higher than an expensive tool with marginal improvements.
Scoring Criteria
Each tool is scored on a 0–10 scale across these factors:
| Factor | Weight | What We Evaluate |
|---|---|---|
| Output Quality | 30% | Accuracy, usefulness, and readiness of the AI output |
| Ease of Use | 20% | Interface design, learning curve, and onboarding experience |
| Value for Money | 25% | Pricing, free tiers, and ROI compared to alternatives |
| Features | 15% | Breadth and depth of features, integrations, and flexibility |
| Support & Docs | 10% | Documentation quality, customer support, and community |
Editorial Independence
Our reviews are editorially independent. While we earn affiliate commissions on some tools we recommend, this never influences our scores or opinions. Here's what that means in practice:
- We give low scores to tools with affiliate programs if they deserve it.
- We recommend free tools over paid ones when they're genuinely better.
- We clearly disclose affiliate relationships on every review page.
- No tool company has editorial input or approval over our content.
Keeping Reviews Updated
AI tools evolve quickly. We revisit and update our reviews when tools release major updates, change pricing, or add significant new features. Every review shows a “Last updated” date so you know how current the information is. If you spot something outdated, please let us know.