Gemini "Take Notes for Me" vs. Fellow: Which AI Meeting Notetaker Works Best in 2026

Your team's meetings never stay in one place. A client call happens on Zoom, a follow-up lands on Google Meet, and an internal sync runs through Microsoft Teams, and none of those recordings, transcripts, or notes can talk to each other. Google's Gemini AI note taker, the "Take Notes for Me" feature built into Google Meet, promises to take that busywork off your plate by transcribing and summarizing calls automatically.

But convenience inside one app doesn't solve the bigger problem. Notes still land as disconnected Google Docs, language support tops out at eight, and there's no way to ask a question across everything your team has discussed this quarter. Let's take a closer look at where the Gemini AI note taker still falls short in 2026, and how Fellow, a secure AI meeting assistant and notetaker, compares.

What is Google Meet's Gemini AI note taker?

Gemini's "Take Notes for Me" is Google's native AI note-taking feature: it joins a Google Meet call, transcribes the conversation, and generates a summary saved as a Google Doc in Drive. Access requires a Google AI Pro or Ultra subscription ($19.99/month standalone) or an eligible Google Workspace Business Standard, Business Plus, or Enterprise plan. Hosts can toggle which sections appear in the recap (summary, decisions, next steps, details), but the feature only runs inside Google Meet.

The core design hasn't changed, though: it's a single-purpose note taker layered onto Google's existing apps, not a standalone system for organizing what happens across your meetings.

Limitations in Google Gemini's "Take Notes for Me" feature

Gemini's "Take Notes for Me" has picked up some polish in 2026, like togglable recap sections, but a closer look at what actually happens before, during, and after a meeting turns up seven limitations worth knowing about before you make it your team's only note taker.

1. Gemini only works natively on Google Meet calls

Being a Google product, Gemini's note taker is built for Google Meet, and that's the only place it runs. If your team also takes calls on Zoom or Microsoft Teams, or meets with customers, agencies, or freelancers who use a different tool, Gemini's note taker simply isn't there for that conversation. That's a hard limit for any organization that doesn't route every single meeting through Google Meet.

Fellow is a cross-platform AI meeting notetaker: it captures meetings across Zoom, Google Meet, Microsoft Teams, in-person conversations, and Slack huddles, and keeps every recording, transcript, and note in one searchable recording library, regardless of which video platform hosted the call.

2. Notes, transcripts, and recordings don't work together

Gemini saves your summary, transcript, and recording as separate files in Google Drive. They link to each other, but you can't click a point in the summary to jump straight to that moment in the transcript or recording, and there's no way to ask a question that pulls from more than one meeting at a time.

Fellow keeps all three in one view for every meeting, and Ask Fellow lets you query your entire meeting history in natural language, such as "Where are projects getting blocked?" That's the difference between a note taker that produces documents and a meeting intelligence layer that surfaces answers.

3. Language support tops out at eight

Gemini's note taker covers English, French, German, Italian, Japanese, Korean, Portuguese, and Spanish. This is not convenient for international and multilingual teams.

Fellow transcribes and summarizes in 93 languages, which matters for any team outside a single-language, English-first workflow.

4. Transcripts can't be redacted

If a sensitive topic comes up and you forgot to pause recording, Gemini lets you edit the transcript text, but the change history and the original recording stay intact. There's no way to permanently remove a passage from the record.

Fellow's privacy controls include retroactive redaction: selected passages can be permanently deleted from the recording, transcript, and summary, with no audit trace left behind. For any team handling sensitive or privileged conversations, that difference matters more than a toggle in a settings menu.

5. No automated transcript deletion or zero-day retention (ZDR)

For organizations in regulated industries (finance, legal, healthcare) the longer you retain raw meeting transcripts, the greater your compliance exposure. Gemini's "Take Notes for Me" generates transcripts that are stored indefinitely in Google Drive until you manually delete them. There's no built-in mechanism to automatically remove transcripts after the AI summary and notes are created, and no option to delete them immediately upon meeting completion.

This creates several real problems. First, every transcript becomes a potential liability. In financial services, where MNPI (material non-public information) often gets discussed in calls, indefinite transcript storage increases audit risk and complicates your data minimization obligations under GDPR and other privacy regulations. Second, accidental retention becomes the default: team members rarely remember to go back and manually delete old transcripts, leaving sensitive information sitting in Google Drive weeks or months later. Third, you have no granular control; it's all-or-nothing storage with no middle ground between "keep everything" and "delete it yourself."

Fellow solves this with Zero-Day Retention (ZDR), a configurable option that automatically deletes raw recordings and transcripts immediately after AI processing completes. With ZDR enabled, you preserve the summary and action items, while the raw transcript (which contains the highest risk of sensitive information leakage) is permanently removed from Fellow's system within moments of the meeting ending. This is especially valuable for hedge funds, private equity firms, investment banks, and legal teams where MNPI and privileged information are routine.

If your organization handles sensitive data and compliance is non-negotiable, this isn't a nice-to-have, it's a requirement that Gemini doesn't offer.

6. No support before or after the meeting itself

Gemini's note taker captures what was said and stops there. You won't get a reminder of what was discussed last time before a recurring meeting starts, and the follow-up you receive afterward is just a set of file links, not real context or next steps.

Fellow generates pre-meeting briefs for recurring meetings that summarize the last call so you know what to follow up on, plus collaborative agendas before the meeting and a detailed recap after. It's built to support the whole meeting lifecycle, not just the 30 minutes in the middle.

7. No CRM, project management, or Claude integrations

If you're a sales rep who just finished a call with a prospect, Gemini gives you a transcript and summary, but getting that information into your CRM is manual work. The same is true for an engineering lead who needs a decision logged in Jira or Linear.

Fellow connects to 50+ tools, including CRM platforms like Salesforce and HubSpot, project management tools like Jira, Linear, and Asana, and Slack, plus an API, an MCP Server, and Zapier and n8n access to more than 8,000 additional apps. Action items get pushed to the right tool automatically instead of dying in a Doc nobody reopens.

If you're an enterprise organization using Claude or Copilot as your AI tool, Google Meet does not have a direct, built-in feature to take notes and send them straight to these AI tools. Anthropic does not offer a first-party Google Meet connector inside Claude. If you want your Google Meet discussions to feed directly into Claude without manually exporting text files, using a specialized meeting tool like Fellow (with an official Claude connector) is currently the only way to achieve that automated pipeline.

8. Governance controls remain a work in progress

Gemini's note taker requires a Google AI Pro or Ultra subscription or an eligible Workspace Business plan, so free and lower-tier users don't get it at all. On the governance side, Google's consent controls have been publicly paused for improvements since May 2026, and data regionalization only arrived in June 2026, with pre-configured note-taking defaults not rolling out until September 2026.

Fellow offers a free plan with limited AI notes, and its compliance portal already gives admins workspace-wide search, review, and audit of every recorded meeting, with AI trackers that surface potential MNPI or PII concerns and a fully logged review trail. Governance isn't a feature Fellow is still building toward; it's already there.

How do Gemini and Fellow compare on core meeting capture?

Both tools transcribe and summarize meetings in real time, but the similarities end around platform reach and language depth. Here's the head-to-head on the features that actually affect daily use:

Why does meeting security matter more in 2026?

Security is where the two tools diverge most sharply, and it's the single biggest reason regulated industries can't simply default to whatever's built into Google Meet. Gemini's note taker runs on standard Google Workspace data policies: no meeting-specific certifications, transcripts that can be edited but not permanently redacted (the audit trail stays intact), and consent controls that Google has publicly paused for improvements.

Fellow is SOC 2 Type II certified, HIPAA compliant, and GDPR compliant, and it never trains AI models on customer notes, transcripts, audio, or summaries, on any plan, with no opt-out required because there's nothing to opt out of. That last point is a real contrast with several competitors in this category, some of which train on user data by default and require you to manually turn it off.

Beyond certifications, Fellow gives compliance and IT teams tools Gemini doesn't offer at all:

1. A compliance portal for workspace-wide search, review, flagging, and audit of every recorded meeting, with AI trackers that surface potential MNPI or PII concerns and a fully logged review trail.

2. Configurable data retention, including a zero-day option that purges recordings and transcripts immediately after summaries generate.

3. Password-protected meeting recaps and granular access permissioning by role or meeting label.

4. Consent capture for auto-recorded meetings, plus in-meeting pause and resume.

5. Permanent transcript and recording redaction after the fact, with no audit trace left behind.

For finance, legal, and healthcare teams, this isn't a nice-to-have. A hedge fund can't run MNPI-sensitive calls through a tool with no redaction, and a law firm handling privileged conversations needs more than "edit-only" transcript controls. Fellow also integrates with Global Relay and Smarsh archiving, which is what makes it usable for hedge funds, private equity, and investment banks that already archive communications for regulatory reasons.

Legal teams get the same redaction and access controls for privileged conversations.

Gemini vs. Fellow: at a glance

Gemini AI note taker is built into the platform you may already pay for, requires no separate app download, and works with a single toggle in the call. Its real limitations: notes save as scattered Google Docs, language support caps at 8 with no multilingual meetings, there's no redaction (only edit-and-keep-audit-trail), and there's no way to search or ask questions across past meetings.

Fellow, best for teams that meet across multiple platforms or operate in regulated industries. Fellow is a secure AI meeting assistant that captures conversations with or without a bot, across Zoom, Google Meet, Microsoft Teams, in-person meetings, and Slack huddles.

Key features:

• Botless or bot-based recording, your choice per meeting

• 93-language transcription and summary

• Ask Fellow for natural-language search across your entire meeting history

• Auto-extracted action items synced to Jira, Linear, Asana, and Salesforce

• SOC 2 Type II, HIPAA, and GDPR compliance, with a compliance portal and permanent redaction

Genuine limitations: botless recording requires the Mac or Windows desktop app, the free plan caps AI notes at a limited lifetime allotment, and advanced CRM integrations require the Business plan or above.

Fellow was also independently named by The New York Times Wirecutter as its top pick for transcribing and summarizing meetings, after testing eight AI meeting transcription tools.

The bottom line

Gemini's AI note taker is a real feature that transcribes and summarizes meetings. For a Workspace-locked team meeting entirely in English inside Google Meet, it's a convenient add-on with almost no setup.

For everyone else, especially teams working across multiple platforms, multiple languages, or regulated industries where compliance isn't optional, that convenience runs out fast. Fellow's language depth, cross-meeting search through Ask Fellow, integration ecosystem, and compliance stack solve the problems that start the moment a team outgrows other AI notetakers.