Fireflies.ai vs Zoom AI and ZoomMate

Fireflies.ai

Web, macOS, Windows, iOS, and Android

Desktop supports system-audio recording and live assistance. Mobile supports in-person recording, reviewing meetings, search, sharing, and tasks.

EvidenceFireflies desktop appFireflies mobile app

Zoom AI and ZoomMate

Zoom desktop/mobile plus My Notes across common meeting platforms

Zoom’s app footprint is broad. Exact AI feature availability varies by app, account, plan, region, and whether the meeting is native Zoom or third-party.

EvidenceZoom My Notes helpZoom Voice Recorder

Fireflies.ai

Mobile and desktop room capture

iOS and Android can capture in-person conversations. Fireflies documents that mobile recordings often do not auto-detect speakers, so names may need manual correction. Bot-free desktop can also hear room/system audio, with its own media and generic-label caveats.

EvidenceFireflies mobile appFireflies speaker labels

Zoom AI and ZoomMate

Mobile My Notes and a dedicated Voice Recorder

Mobile My Notes can transcribe a room and deletes its recording by default unless cloud saving is enabled. Voice Recorder keeps audio, transcript, and summary. It uses generic editable labels by default; when an admin enables Smart Name Tags, enrolled voice profiles can be named automatically. It currently supports twelve summary languages and requires cloud recording plus related transcript settings.

EvidenceZoom My Notes helpZoom Voice RecorderZoom Smart Name Tags

Fireflies.ai

Bot mode saves AV; bot-free desktop saves neither

This is the key evaluation detail: bot meetings can preserve audio/video and named speakers, while desktop bot-free mode produces notes/transcript without recording files and uses Speaker 1/Speaker 2 labels.

EvidenceFireflies bot-free desktop recording

Zoom AI and ZoomMate

Rich Zoom cloud recordings; third-party and personal-note behavior varies

Zoom recordings have strong transcript and playback integration. Mobile Voice Recorder keeps audio, while mobile My Notes deletes audio by default unless an admin enables cloud saving. Media behavior therefore depends on the exact capture path and account settings.

EvidenceZoom My Notes helpZoom Voice Recorder

Fireflies.ai

Notes, search, and a workspace-wide assigned task feed

Fireflies offers strong meeting search and multiple AI surfaces. It automatically creates and assigns meeting tasks, lets teams manage all accessible tasks in one feed, and can turn action items into trackable work in several project tools. Usage credits and plan gates still apply to advanced AI apps and assistant capabilities.

EvidenceFireflies pricing guideFireflies AI creditsFireflies Tasks Feed

Zoom AI and ZoomMate

Meeting summaries, My Notes, Zoom Tasks, and Zoom-wide AI

Built-in Zoom AI can summarize, answer questions, draft follow-up, and work across Zoom content. Zoom Tasks adds a central personal, team, and project task system: meeting and call summaries recommend source-linked work that can be assigned, prioritized, completed, grouped, and expanded into AI-generated steps. Suggested meeting tasks typically need a person to accept them before they join the task system.

EvidenceZoom AI and ZoomMate overviewZoom My Notes helpZoom Tasks

Fireflies.ai

Meeting channels and cross-meeting search

The meeting library is searchable and collaborative, but the product is less centered on a unified relationship timeline combining meetings, email, calendar, people, and companies.

EvidenceFireflies pricing guide

Zoom AI and ZoomMate

Zoom context plus connected-source search in ZoomMate

Built-in Zoom AI draws on meetings, chat, docs, mail, and other authorized Zoom sources. ZoomMate adds cited agentic search across the web and connected systems such as Salesforce, Jira, Slack, ServiceNow, Google, and Microsoft. It is broad context, though not organized primarily as meeting-specific person and company timelines.

EvidenceZoom AI and ZoomMate overviewZoom AI and ZoomMate transitionZoom agentic AI announcement

Fireflies.ai

Enterprise rules can auto-route, share, and enforce privacy

Enterprise admins can match meeting title, host, participants, or internal/external type, then route to a channel, share with users or teams, or enforce privacy. This is genuinely strong automation. The default recap visibility is broader than many buyers expect—teammates plus anyone holding the link—so configure the workspace default deliberately.

EvidenceFireflies Rules EngineFireflies recap privacy defaults

Zoom AI and ZoomMate

Automatic Zoom summary sharing; personal My Notes stay private

Account and group settings can automatically share Zoom meeting summaries with the host, internal invitees, or all invitees. My Notes starts private and must be shared manually into Zoom or Slack destinations, so behavior depends on the capture path.

EvidenceZoom meeting-summary settingsZoom My Notes help

Fireflies.ai

Meeting rules, AI apps, CRM workflows, and automatic task handoff

Fireflies can automatically create and assign tasks, then route them to Linear, Asana, Monday.com, Planner, Salesforce, and other systems with meeting filters on eligible plans. It also supports specialized AI apps. The experience spans several feature systems rather than one simple general condition/action canvas.

EvidenceFireflies Rules EngineFireflies pricing guideFireflies Tasks FeedFireflies Linear integration

Zoom AI and ZoomMate

Zoom Tasks, native workflows, and newer agentic actions

Paid Workplace users can turn meeting, call, chat, and mail context into Zoom Tasks; ZoomMate and Custom AI extend execution into connected systems such as Jira and ServiceNow. The core task workflow is strong, but suggested meeting tasks often require review, while deeper cross-app orchestration belongs to separately licensed products.

EvidenceZoom agentic AI announcementZoom Tasks

Fireflies.ai

100+ integrations plus Zapier and API

Breadth is a major advantage across CRM, collaboration, storage, dialers, and productivity tools. Verify the plan required for each connector and direction of sync.

EvidenceFireflies integration directoryFireflies Linear integration

Zoom AI and ZoomMate

Deep Zoom ecosystem plus app marketplace and third-party support

Native suite integration is the advantage. Buyers with a mixed stack should map how meeting outcomes reach their CRM, issue tracker, and knowledge base without manual copying.

EvidenceZoom AI and ZoomMate overviewZoom agentic AI announcement

Fireflies.ai

GraphQL API, webhooks, and a rich remote MCP server

Fireflies exposes transcripts and core meeting data through GraphQL plus webhooks for custom integrations. Its OAuth or API-key remote MCP server can retrieve full transcripts, summaries, action items, active meetings, analytics, soundbites, channels, and user data; it can also share, rename, organize, and clip meetings. Some advanced search and fetch tools remain experimental. Super Summary and Custom Apps data are still absent from the documented GraphQL API, and content passed into an external AI follows that provider’s retention terms.

EvidenceFireflies APIFireflies MCP tools

Zoom AI and ZoomMate

Broad APIs plus product-specific remote MCP servers

Zoom APIs retrieve meeting summaries, recordings, transcripts, and My Notes content. Product-specific remote MCP servers let external agents search meetings and retrieve summaries, recordings, playback links, transcripts, next steps, chat, Canvas, and My Notes, with OAuth scopes and relevant product licenses. The surface is broad but fragmented across Zoom products rather than one meeting-data model.

EvidenceZoom My Notes APIZoom meeting APIsZoom remote MCP serversZoom for Claude connector

Fireflies.ai

Business and Enterprise governance

Enterprise adds SSO/SCIM, Rules Engine governance, custom retention, and private storage. Its Super Admin role can access every workspace meeting, including “Only Me” content—useful for compliance, but a material privacy-policy decision. Fireflies says meeting content is never used for internal or external model training.

EvidenceFireflies pricing guideFireflies storage limitsFireflies Rules EngineFireflies data safetyFireflies compliance recording modesFireflies Enterprise controls

Zoom AI and ZoomMate

Mature enterprise Zoom controls with feature-specific settings

Enterprise administration is strong but settings and entitlements are complex across recordings, AI Companion, My Notes, third-party notetakers, regions, model routing, and retention. Zoom does not train on customer communications content; Zoom-hosted-only and zero-retention modes are available through account-team configuration for supported features.

EvidenceZoom AI and ZoomMate overviewZoom meeting-summary settingsZoom AI Companion security and privacy

Fireflies.ai

100+ languages advertised

Fireflies advertises broad transcription coverage. Real-world speaker separation and accuracy still depend on capture mode, room acoustics, accents, and vocabulary.

EvidenceFireflies pricing guide

Zoom AI and ZoomMate

Broad multilingual support, varying by AI feature

Zoom supports many spoken languages across transcription and AI features, but coverage is feature-specific. Confirm the exact meeting-summary and question-answering language needed.

EvidenceZoom AI and ZoomMate overviewZoom Voice Recorder