How We Review AI Tools

Our 6-Factor Scoring Model

At LaunchVerdict, we don’t just skim feature lists. We evaluate every tool using our structured scoring system, examining six critical factors that determine whether a product is worth your investment.

Factor Weight What We Look For
Vendor Track Record 20% Company history, support quality, update frequency
Value for Money 20% Price vs features vs alternatives
Ease of Use 15% Learning curve, UX quality, documentation
Feature Quality 15% Does it actually deliver on its promises?
Integration 15% Works with other tools in your stack
Support & Updates 15% Response time, update frequency, roadmap

Our Review Process

  1. Research the product — We analyze the vendor’s track record, existing reviews, and claims
  2. Test it on real tasks — Not just clicking around the dashboard
  3. Document everything — Screenshots, results, issues encountered
  4. Compare alternatives — How does it stack up against competitors?
  5. Write an honest assessment — Including what we don’t like
  6. Update regularly — Reviews are living documents, updated when products change

What We Don’t Do

❌ Accept payment for positive reviews
❌ Copy vendor marketing material
❌ Manufacture fake “exclusive” bonuses
❌ Recommend products we haven’t researched thoroughly
❌ Hide affiliate relationships

Our Rating Scale

Rating Meaning
★★★★★ (5.0) Exceptional — Best in class
★★★★½ (4.5) Excellent — Highly recommended
★★★★☆ (4.0) Very Good — Solid choice
★★★½☆ (3.5) Good — Works well with some caveats
★★★☆☆ (3.0) Average — Consider alternatives first
Below 3.0 Not Recommended

Questions?

Have questions about how we evaluate tools? Contact us — we’re happy to explain our process.