Otter, Fireflies, and Fathom look identical on a feature page. They are not identical after a month of your actual meetings. Run all three on the same meetings for two weeks and compare, because the best AI tool for your use case is the one whose summaries you would actually read. - Otter: the longest-running. Battle-tested transcription, steady and reliable. - Fireflies: plays nicest with the most meeting platforms, deepest integration list. - Fathom: the fan favorite on summary quality, and its free tier is actually useful instead of a teaser. Test action-item extraction specifically, with a real messy meeting. Everyone transcribes now. The winners turn rambling discussions into assigned tasks with owners and deadlines. And if your meetings touch legal, financial, or health topics, do the security review before the trial. StackAudit recommends the optimal 3 to 5 tool AI stack for your profession with pricing and setup guides for $4.99 one-time unlock.