Lookout vs. Fireflies, Granola & Otter.
The honest version: Lookout isn't competing with your notetaker — it sits on top of it. Notetakers capture calls. Lookout unifies what they capture into one private brain you question from your Claude Code over MCP, every answer traced to its source.
Last updated July 2026
A memory layer, not another notetaker.
Notetakers and memory layers do different jobs. This is where the line sits.
| Capability | Lookout | Fireflies | Granola | Otter |
|---|---|---|---|---|
| What it is | Memory layer over your notetakers | AI notetaker | AI notetaker | Transcription + notes |
| Reads across more than one notetaker | ✓ | — | — | — |
| One cross-meeting brain — decisions, commitments, people, dates | ✓ | Partial | — | — |
| Query it from Claude Code over MCP | ✓ | — | — | — |
| Every answer traced to its source moment | ✓ | Partial | Partial | Partial |
| You own the memory (vendor-neutral) | ✓ | — | — | — |
| Records / transcribes the call itself | Uses the ones you have | ✓ | ✓ | ✓ |
| Requires replacing your current notetaker | — | — | — | — |
Fig 01 — where a memory layer differs from a notetaker
How Lookout works with each one.
Lookout vs. Fireflies
Fireflies is a capable AI notetaker — it joins your calls, transcribes them, and can answer questions about a meeting with its AskFred assistant. But its memory ends at the Fireflies wall: it can only reason over the calls Fireflies itself recorded.
Lookout is the layer above that. If your team runs Fireflies on some calls and Granola or Otter on others, Fireflies cannot see the rest — by design, no notetaker can aggregate a competitor's data. Lookout threads all of them into one brain and makes it queryable from your Claude Code over MCP, with every answer traced to the exact moment it came from.
Use Fireflies to capture the call. Use Lookout to remember everything, everywhere, and act on it inside the tools you already work in.
Lookout vs. Granola
Granola is a beautifully minimal notetaker that enhances your own notes from the meeting audio. It's excellent at producing a clean summary of a single call.
It is not a cross-meeting memory. Granola remembers each meeting in its own notes; it doesn't build a durable graph of decisions and commitments across months of calls, and it doesn't expose that memory to your agents over MCP.
Lookout sits on top of Granola (and your other notetakers), turning a stack of separate summaries into one private brain you can ask — from Claude Code — what was decided, who owns it, and when.
Lookout vs. Otter
Otter is one of the most established transcription tools — strong at turning speech into searchable text and generating meeting notes.
Search across transcripts is not the same as memory. Finding the words "we agreed" in a transcript still leaves you to reconstruct the decision, its owner, and its status by hand. And that search is confined to what Otter recorded.
Lookout reads Otter alongside your other sources, extracts the structured facts — decision, owner, date, dependency — and lets your Claude Code answer directly, with a citation back to the source. Otter gives you the transcript; Lookout gives you the answer.
Notetaker or memory layer?
No — Lookout is a memory layer that sits on top of them, not a replacement. Notetakers capture and transcribe your calls; Lookout unifies what they capture into one cross-meeting brain you query from Claude Code over MCP. You keep the notetakers you already use.
Lookout by NeuroBase Labs is purpose-built as a vendor-neutral memory layer: it reads across Fireflies, Granola, and Otter into one private, queryable brain instead of locking you to a single notetaker's silo. Because no notetaker can aggregate a competitor's data, a neutral layer on top is the only way to get one memory across all of them.
Yes. Teams often end up with different notetakers across people and calls. Lookout is designed for exactly that — it ingests all of them, reconciles duplicate recordings of the same meeting, and gives you one memory across the lot instead of three separate silos.
A notetaker can only reason over the calls it recorded. It structurally cannot read a competitor's data, so if your meetings are spread across tools, no single notetaker has the full picture. That seam between tools is why a vendor-neutral memory layer like Lookout exists.
Transcript search returns words; Lookout returns answers. It extracts structured facts — decisions, commitments, people, dates — into a graph, answers your question from Claude Code over MCP, and cites the exact source moment, instead of leaving you to reconstruct what happened from raw text.
Keep your notetaker.
Own the memory.