Limitless has helped popularize the idea of an always-available AI memory—capturing what you’ve seen, said, and heard so you can search and recall it later. The alternatives landscape splits into distinct camps: meeting-first notepads like Granola that prioritize live, in-meeting Q&A and botless capture; privacy-minded tools like Shadow that pair transcripts with screen context and local/offline workflows; and “meeting OS” platforms like Fellow.ai that shine when the whole team adopts shared agendas, action items, and cross-meeting knowledge. On the more system-of-record side, MeetGeek leans into auto-join, recording/replay, and analytics, while Backtrack 2.0 takes a lightweight “record backwards” approach for those moments you didn’t plan to capture.
In evaluating options, we weighed capture style (botless vs auto-join, meeting-only vs broader context), output quality (summaries, action items, speaker attribution), and how well each product fits real workflows—from solo note-taking to org-wide collaboration. We also considered privacy and data retention, platform coverage (desktop vs mobile, Mac vs Windows), integrations/exports into tools like CRMs and knowledge bases, reliability/performance, and overall usability at scale.