Our Comparison Methodology
Our comparisons are built on objective and reproducible criteria. Here is exactly how we evaluate each software tool.
Panel selection
We identify all market tools for the category, regardless of brand recognition or marketing budget.
Feature evaluation
Each tool is assessed on 30+ criteria: core features, integrations, UX, learning curve, API.
Pricing analysis
Prices verified directly on each vendor's website. List prices, commitment terms, hidden costs.
Review aggregation
We aggregate verified reviews from G2, Capterra, Trustpilot and the App Store for a balanced view.
Independent scoring
Each tool receives a score of 1–5 on each criterion. The final score is a weighted average.
Continuous updates
We update our comparisons at least every 6 months, or whenever a major change (pricing, feature) is detected.
Evaluation criteria
Features (35%)
- Core feature completeness
- Integration quality
- API availability
- Mobile app
Value for money (25%)
- Pricing vs. features
- Free plan or trial
- Pricing transparency
- Migration costs
UX & ease of use (20%)
- Onboarding time
- User interface quality
- Documentation
- Multilingual support
Support & reliability (20%)
- Customer support quality
- Uptime (SLA)
- Company maturity
- Verified user reviews
Editorial independence
Our rankings are never influenced by commercial relationships. A tool with poor scores on our criteria will rank below a better-performing tool, without exception.
Vendors cannot request changes to their position in our rankings. However, they may flag factual errors (pricing, features), which we verify and correct if justified.