How We Evaluate Products
Transparency is at the core of everything we do. This page explains exactly how we research, test, and score products, so you can trust our recommendations and make informed decisions.
Our Scoring System
Each product receives a score from 0-10 across multiple criteria tailored to its specific category. While our scoring methodology is consistent, the criteria themselves vary significantly — a password manager is evaluated on security and cross-platform support, while noise-canceling headphones are scored on sound quality and comfort. The examples below illustrate this approach.
Software Products
For software and SaaS products, we evaluate criteria like ease of use, feature depth, integrations, and support.
| Criterion | Weight |
|---|---|
| Ease of Use Interface intuitiveness, learning curve, onboarding experience | 25% |
| Features Functionality depth, core capabilities, customization options | 25% |
| Integrations Third-party connectivity, API quality, ecosystem depth | 20% |
| Pricing/Value Cost relative to features, pricing transparency, scalability | 20% |
| Support Customer service quality, documentation, training resources | 10% |
Hardware Products
For physical products, criteria focus on performance, build quality, and value. The specific criteria depend on the product category.
| Criterion | Weight |
|---|---|
| Sound Quality Audio fidelity, frequency response, clarity and balance | 25% |
| Noise Cancellation ANC effectiveness, ambient mode quality, consistency | 25% |
| Comfort Fit, weight distribution, long-wear comfort | 20% |
| Features Battery life, connectivity, controls, companion app | 15% |
| Build Quality Materials, durability, design and finish | 15% |
(Example: Noise-Canceling Headphones)
These are illustrative examples. Each category has criteria specifically tailored to what matters most for that product type — robot vacuums are evaluated on cleaning performance and navigation, password managers on security and cross-platform support, and so on. You can see the exact criteria used for any category on its review pages.
Scoring Example: Example CRM Software
See how category-specific criteria combine into an overall score. Different product types use different criteria.
Our Research Process
We follow a rigorous five-step process for every product we review. This ensures consistency and thoroughness across all evaluations.
Research
We gather comprehensive information from official product documentation, websites, and knowledge bases. This establishes the factual foundation for our review.
Sentiment Analysis
We analyze publicly available user reviews and community feedback, looking for consistent patterns in user experiences across multiple sources to identify strengths and weaknesses.
Hands-On Testing
For software, we evaluate free tiers and trial accounts directly. For hardware, we assess real-world performance, build quality, and usability. We test core functionality and common use cases.
Scoring
We assign scores across category-specific criteria based on our research findings. Each score is justified and can be traced back to specific evidence.
Verification
Before publishing, we verify pricing, feature availability, and key claims. The review is dated so readers know exactly when it was last confirmed.
Our Data Sources
Product websites, feature pages, and official knowledge bases
Aggregated sentiment from publicly available reviews, community discussions, and expert analysis
For software, we evaluate free tiers and trial accounts. For hardware, we assess real-world performance, build quality, and usability.
Pricing comparisons, feature matrices, and competitive analysis
Affiliate Transparency
We believe in complete honesty about how we operate. Here's the full picture of our affiliate relationships.
Yes, We Earn Commissions
Some links on this site are affiliate links. If you click and make a purchase, we may earn a commission at no additional cost to you. This helps fund our research and keeps the site running.
What This Means (And Doesn't Mean)
This Does NOT Mean
- ×Products can pay for higher scores or better placement
- ×We recommend products we wouldn't use ourselves
- ×Affiliate status influences our scoring decisions
- ×We hide negative information about affiliate products
This DOES Mean
- ✓We can sustain this site without paywalls or subscriptions
- ✓We have resources to do thorough, ongoing research
- ✓You get free access to quality reviews
- ✓Supporting us costs you nothing extra
Our Promise to You
Our reputation depends on trustworthy reviews. We would rather lose an affiliate commission than recommend a product we don't believe in. Every score we publish is based on the same criteria, applied consistently, regardless of affiliate status. If a product doesn't earn a good score, it won't get a good score.
Update Frequency
Products evolve, and our reviews reflect that. We maintain accuracy through regular re-verification of all content.
Quarterly Reviews
Every product undergoes a full re-evaluation at least once per quarter. We check for pricing changes, new features, and shifts in user sentiment.
Major Updates
When a product announces significant changes (new features, pricing restructures, acquisitions), we prioritize an immediate review update.
“Last Verified” Dates
Every product page displays a “Last Verified” date showing when we last confirmed the accuracy of all information. This lets you know how current our data is.