TL;DR

Fireflies is a capable notetaker with real automation for sales follow-up. Product and engineering teams look past it when the work that matters is filed across the trackers they actually use, during the call, and connected as team knowledge.
The dividing line for product teams is not transcription. It is whether the meeting ends as filed work in Linear, GitHub, and Jira and connected team knowledge, or as a summary someone files by hand.
Tana is the strongest pick here: its meeting agents file issues to Linear, GitHub, and Jira during the call, with screen-share screenshots attached, each as a proposal you approve, then keep every decision connected so knowledge compounds.
The other alternatives (Fathom, Otter, Notion, Granola) are good at capture, and each wins a narrow case, but most of the follow-through stays manual.

Fireflies works. The reason product and engineering teams shop for an alternative is narrower than "it's bad": it is built around the sales call and the CRM, it joins the call with a bot, its issue filing reaches Jira but not Linear or GitHub, and each meeting is a transcript record rather than connected team knowledge. This guide ranks the alternatives by how much of the product work the tool actually does. For the broader category, see Best AI meeting assistants 2026.

What product teams actually need from a meeting tool

Every tool here transcribes and summarizes well. For a product or engineering team the bar is higher:

Files owned work into your trackers: a bug or task becomes a real issue in Linear, GitHub, or Jira, not a line in a summary you copy over later.
Acts during the meeting: the issue is filed while you talk, with the screen-share context attached, not in a post-call cleanup.
Builds connected team knowledge: decisions, people, and projects link together and stay answerable later, instead of sitting in a pile of separate transcripts.
Keeps knowledge current, not duplicated: new decisions update the document you already have instead of spawning another summary, so the team's knowledge stays current rather than fragmenting into stale, duplicate copies.
Keeps a human in the loop: the agent drafts the issue or the spec and you approve it, so it is assisted execution, not silent changes to your tracker.

The alternatives

We start with Fireflies itself and the well-known notetakers, then end with the one platform built to do the product work.

Fireflies: the tool you're comparing against

Fireflies has pushed furthest of the notetakers into automation: a real-time in-call assistant, a stack of post-call AI Apps, and connectors that reach Jira and the major CRMs. For a sales-led motion, where the meeting that matters is the sales call and the follow-up lives in the CRM, that is a comfortable fit. Product and engineering teams look past it for the shape of the work, not whether a connector exists: it joins the call with a bot, its issue filing reaches Jira but not Linear or GitHub, and each meeting lands as a transcript record rather than connected team knowledge the next conversation can build on.

Best for: sales-led teams whose most important meeting is the sales call and whose follow-up lives in the CRM.
How much product work it does: strong for sales follow-up; for product and engineering work it stays bot-captured, Jira-only, and post-call, with each meeting a separate transcript.

Fathom: the best free notetaker, still a notetaker

Fathom is a polished, fast notetaker with one of the most generous free tiers as of now: unlimited recording and transcription, clean summaries, clips, and search. It captures without a bot too, though that mode is still in beta and Mac-only. What it lacks is the layer product teams need: it has no native Linear, Jira, or GitHub issue creation (its integrations push summaries into a CRM or Slack), and there is no workspace or knowledge layer, so filing the work and writing the spec stay manual.

Best for: an individual or small team that wants excellent notes for free with nothing to set up or maintain.
How much product work it does: minimal by design. A strong notetaker, not a tool that files the work.

Otter: built for the transcript of record

Otter is transcription-first and good at it, and its 2026 Knowledge Engine lets it pull from connected tools to verify and cross-reference. The nuance that matters for engineering teams: that Jira capability verifies that an action item made it into Jira and cross-references it, it does not file the ticket for you. Its Slack integration can post summaries and let teammates assign action items. The product still revolves around the transcript; turning a decision into an owned, tracked issue is left to you.

Best for: teams that need an accurate, searchable transcript of record and want to verify follow-up landed elsewhere.
How much product work it does: it checks the work happened; it does not do it. The sales agent that automates more is enterprise-only.

Notion: a workspace with agents, if you maintain it

Notion captures meetings without a bot on desktop and, on Business plans, its agent can take action items after the meeting and file them as owned tasks with owners and due dates, update statuses, and revise timelines. That is real filed work, but into Notion's own databases, the ones you build and maintain by hand. It does not file into Linear, GitHub, or Jira, its AI meeting notes require a Business or Enterprise plan, and the knowledge base stays whatever your team structures and keeps current. Tana builds the same connected record from the conversations themselves, so it grows without anyone tending it.

Best for: teams already running on Notion who are happy to build and maintain the structure themselves.
How much product work it does: genuine, but into Notion, on a workspace you keep by hand, not your dev trackers.

Granola: frictionless notes, for one person

Granola is the bot-free, Mac-first AI notepad people love for low-friction capture: it records system audio with no bot in the call, and the notes are clean. For a product team, though, it is the clearest example of the gap. It is individual-centric, its integrations (Slack, Notion, HubSpot, and others) are gated to the Business plan and are notification or automation glue rather than owned tickets, and there is no native Linear, Jira, or GitHub filing. The conversation is captured beautifully; the work it implies still happens by hand afterward.

Best for: the individual who wants frictionless personal meeting notes on a Mac.
How much product work it does: little, by design. The free plan has no integrations at all.

Tana: for product teams that want meetings to ship work

Tana clears the bar. It captures the meeting without a bot (its own calls, and external Zoom, Teams, or Meet calls from the desktop app in the background), and as the conversation unfolds its AI agents turn it into filed work: a sprint review can produce filed Linear, GitHub, or Jira issues with screen-share screenshots and AI-generated descriptions attached, a drafted PRD, and a follow-up Slack message, each one prepared by a skill and landing as a proposal you review before anything is written. Every edit, deletion, and access change an agent makes is approved by you first. The output lands where your team already works, through integrations with the tools you already run on, including GitHub, Linear, Jira, Slack, HubSpot, and more, plus a coding-agent handoff to Claude Code, Cursor, Codex, Copilot, and others, and an MCP server that connects Tana to anything that speaks it. Before the meeting, you can build an agent that preps you by pulling context on the people and projects you are about to discuss. And every meeting feeds a knowledge graph, so the chat can answer "what did we decide about onboarding, and why" from the meeting it came from. It also updates what you already have instead of piling up duplicates: re-running extraction updates the existing outcomes rather than creating new ones, and agents edit existing documents, fields, and structure, so the knowledge base stays current instead of going stale one summary at a time.

Best for: product and engineering teams that want the meeting to produce filed tickets across Linear, GitHub, and Jira, drafted specs, and tracked decisions, not just notes.
How much product work it does: it is the one tool here that files work into your dev trackers during the call, with screenshots, on a knowledge graph, all with human approval.

Comparison table

Tool	Files work into dev trackers	Bot-free capture	Acts during the call	Builds connected team knowledge	Best for
Tana	Yes (Linear, GitHub, Jira)	Yes (own and external)	Yes	Yes (knowledge graph)	Product and engineering teams
Fireflies	Jira only (post-call)	No (bot joins)	Partial (assistant)	No (transcript records)	Sales-led teams; the sales call
Fathom	No (CRM and Slack summaries)	Beta (Mac only)	No	No	Solo and small teams wanting free notes
Otter	No (verifies Jira, doesn't file)	No (bot joins)	Partial (live transcript)	Partial (read-oriented)	A searchable transcript of record
Notion	Into Notion's own databases	Yes (desktop)	No	You build and maintain it	Teams already running on Notion
Granola	No (Business-tier glue only)	Yes (system audio)	No	No	Individuals wanting frictionless notes

All product details were verified in June 2026.

How to choose a Fireflies alternative

Four questions decide it for a product team:

Where does a bug or task need to land? If the answer is Linear or GitHub, most notetakers stop at a summary; Fireflies reaches Jira only. If it needs to land as an owned issue across your trackers, that is agentic territory.
During the call, or after? Filing while you talk, with the screen-share context attached, is a different workflow from a post-call cleanup queue.
Should knowledge compound? A pile of searchable transcripts records that meetings happened. A knowledge graph remembers what was decided and connects it to the next conversation.
Do you want a human in the loop? Assisted execution means the agent drafts the issue and you approve it, rather than either doing it yourself or letting a tool write to your tracker unattended.

If you only need clean notes and the filing can wait, Fathom or Granola are excellent and cheap. If your follow-up is sales-shaped and Jira-only, Fireflies is reasonable. If the meeting needs to move product and engineering work forward across your trackers, that is a different category, and Tana is the pick.

The verdict

Notetakers solved transcription, and Fireflies went further than most into automation. For a product team the harder problem is still open: the bug that gets discussed and never filed, the spec that never gets drafted, the decision that quietly drops. A Fireflies alternative worth switching for is not a better summary. It is the meeting becoming filed work, in Linear, GitHub, and Jira, on a graph that remembers. If you only need a record of the call, a notetaker is plenty. If you need the meeting to ship the work, Tana is built for exactly that.

Frequently asked questions

What's the best Fireflies alternative for engineering teams?

For engineering teams the deciding factor is whether the tool files owned issues into the trackers you use. Fireflies files into Jira but not Linear or GitHub, and most notetakers stop at a summary. Tana files issues to Linear, GitHub, and Jira during the call, with screen-share screenshots and AI-generated descriptions attached, each as a proposal you approve before it is written.

Which AI meeting tools can file issues into Linear, GitHub, or Jira?

Of the tools here, only Fireflies files native tickets, and only into Jira. Otter can verify that an action item reached Jira but does not create the ticket; Fathom and Granola integrate through CRM, Slack, or automation glue rather than owned issues. Tana files into Linear, GitHub, and Jira directly, with the meeting transcript and screenshots as context.

Is there a bot-free Fireflies alternative?

Yes. Granola captures system audio with no bot in the call, Notion captures bot-free on desktop, and Fathom has a bot-free mode in beta on Mac. Tana also captures without a bot, both its own calls and external Zoom, Teams, and Meet calls from the desktop app. Fireflies and Otter join the call with a bot.

What's the best free Fireflies alternative?

For free notes, Fathom has one of the most generous tiers: unlimited recording and transcription, with a cap on advanced summaries after the trial. Granola's free plan is good for personal notes but has no integrations. Free tiers change, though, and notes are the easy part. For turning the meeting into filed work across Linear, GitHub, and Jira and connected team knowledge, you are in agentic territory, and Tana is the pick once that is what you need.

Do I need to switch from Fireflies if it works for our sales team?

No. If your follow-up runs through a CRM and the sales call is the meeting that matters, Fireflies is a reasonable place to stay. The reason to move is product and engineering work: filing issues across Linear, GitHub, and Jira during the call and keeping decisions connected as team knowledge, which is where Tana is built to win.

Best Fireflies alternatives for product teams in 2026