Fathom vs Liminary

Share and access study materials worldwide — with AI study tools built in

Provides strong live transcription and collaboration features, but can be more restrictive on free meeting limits.

SpecialistTranscribes meetings live via a browser extension without joining bots, but requires active browser participation.

AI research platform for reading, understanding and writing scientific papers

Offers robust multi-language conversational search and CRM integrations, but lacks Fathom's streamlined free recording tier.

AI note taker that transcribes, summarizes and visualizes meetings

Excels at capturing and clipping video calls across platforms, but has a less polished action item workflow.

A proactive AI reading lens for papers, videos, and web pages

Translate, summarize, and understand documents in 154 languages without losing the layout

Generates clean structured notes with reliable action items, but offers fewer third-party integrations than Fathom.

Turn research papers and articles into interactive summary flashcards

All-in-one AI meeting assistant for revenue teams