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How we evaluate tools
Every tool in this directory is evaluated against a consistent framework. We aggregate verified ratings from G2, document real pricing, and categorize tools so you can compare them side by side.
- Ratings sourced from G2, the largest verified review platform
- Real pricing — not "contact us" when there’s a public price
- No pay-to-rank — vendor tiers affect visibility, never scores
- Updated monthly as tools launch, change, or shut down
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