{
  "@context": "https://schema.org",
  "@type": "Dataset",
  "@id": "https://circleback.ai/compare/fireflies-ai-vs-otter-ai#dataset",
  "schemaVersion": 4,
  "type": "SoftwareApplicationComparison",
  "slug": "fireflies-ai-vs-otter-ai",
  "url": "https://circleback.ai/compare/fireflies-ai-vs-otter-ai",
  "canonicalUrl": "https://circleback.ai/compare/fireflies-ai-vs-otter-ai",
  "title": "Fireflies vs Otter: pricing, features, and which is better",
  "description": "Compare Fireflies vs Otter on pricing, notes, action items, recordings, capture, and integrations. Source-backed research with candid tradeoffs.",
  "inLanguage": "en-US",
  "isAccessibleForFree": true,
  "representations": {
    "html": "https://circleback.ai/compare/fireflies-ai-vs-otter-ai",
    "markdown": "https://circleback.ai/compare/fireflies-ai-vs-otter-ai.md",
    "json": "https://circleback.ai/compare/fireflies-ai-vs-otter-ai.json",
    "describedBy": "https://circleback.ai/compare/llms.txt"
  },
  "editorialPerspective": "Neutral competitor comparison; Circleback is presented only as a labeled third option.",
  "verdict": "Fireflies has broader capture, integrations, API, and live sales help. Otter is easier to understand: affordable live transcription, mobile recording, and searchable conversations.",
  "products": [
    {
      "id": "fireflies-ai",
      "name": "Fireflies.ai",
      "shortName": "Fireflies",
      "logoPath": "/logos/fireflies.svg",
      "website": "https://fireflies.ai",
      "tagline": "Broad capture and integrations, with AI assistants for sales and live meetings.",
      "positioning": "Fireflies is one of the broadest meeting assistants: bot, desktop, mobile, integrations, search, API, and live or sales assistance. The nuanced bit is that its capture modes are not equivalent—bot-free desktop gives up recordings, named speakers, and Sales Assist.",
      "bestFor": "Teams that prioritize a large integration catalog, live assistance, sales workflows, flexible bot/desktop/mobile capture, and competitive pricing.",
      "lessIdealFor": "Teams that expect bot-free capture to preserve the same media, speaker fidelity, and sales intelligence as the bot experience.",
      "decisionSummary": {
        "fit": "Live assistance and a broad integration catalog",
        "chooseFor": [
          "Live meeting help",
          "Lots of integrations at a low price"
        ],
        "watchFor": [
          "Bot-free mode loses media and names",
          "Free unlimited requires share-all"
        ]
      },
      "pricing": {
        "headline": "Free; Pro from $10/user/month annually",
        "detail": "Prices are per user/month: Pro is $10 with annual billing or $18 month-to-month; Business is $19 or $29; Enterprise is $39 with annual billing. Storage, AI credits, video, advanced integrations, and governance differ by plan.",
        "freePlan": "Yes. Unlimited transcription requires both Auto-join and Share-all; otherwise initial transcription credits, storage limits, and plan-gated summaries or AI features apply."
      },
      "strengths": [
        "Bot, bot-free macOS/Windows, iOS/Android, uploads, and supported native meeting SDK paths.",
        "A large integration catalog, public API, webhooks, remote MCP, AI apps, live assistance, and Sales Assist.",
        "Automatically generated and assigned action items live in a team-wide task feed and can flow into tools such as Linear, Asana, Monday.com, and Microsoft Planner.",
        "Competitive pricing and 100+ language claims make it accessible to distributed teams.",
        "Meeting content is not used to train internal or external AI models, and compliance modes can retain the full record, text only, summary only, or summary plus audio."
      ],
      "tradeoffs": [
        "Bot-free desktop mode stores no audio/video, labels speakers generically, and cannot run Sales Assist.",
        "Fireflies says mobile recordings often do not auto-detect speakers, so in-person transcripts may need manual speaker relabeling.",
        "The Google Meet SDK bot-free path asks attendees for approval, so “bot-free” does not always mean invisible or frictionless.",
        "The advertised unlimited free transcription is conditional: users must enable both automatic bot joining and automatic sharing with every participant. Teams choosing tighter defaults fall back to a small transcription-credit allowance.",
        "Meeting recaps default to workspace-wide access plus anyone with the link. Admins can enforce safer defaults and Enterprise rules can protect sensitive categories, but teams should configure this before broad rollout.",
        "Two current Fireflies help articles disagree on whether Free includes 400 or 800 stored minutes, so confirm the live limit before relying on long-term free storage.",
        "Advanced AI features use workspace-pooled credits that do not increase with seat count, so heavier teams may need a paid credit add-on.",
        "The GraphQL API exposes transcripts and core meeting data but not Super Summaries or Custom Apps output.",
        "The MCP server is much richer than the older API-only story, but some advanced search and fetch tools are still marked experimental, and data sent to an external AI no longer receives Fireflies’ zero-data-retention guarantee.",
        "Company relationship context and general-purpose native automations are less cohesive than the sheer integration count suggests."
      ],
      "chooseIf": [
        "A large integration catalog and live assistance are high priorities.",
        "You are happy to use the Fireflies bot when you need recordings, named speakers, and Sales Assist.",
        "You want mobile and desktop capture at a lower entry price than many competitors."
      ],
      "features": {
        "capture": {
          "summary": "Bot, bot-free desktop, mobile, and SDK-based capture",
          "detail": "Fireflies has unusually broad capture. The modes differ: desktop bot-free capture works across apps but drops stored media and named speaker labels; the bot preserves the richer meeting record.",
          "level": "strong"
        },
        "platforms": {
          "summary": "Web, macOS, Windows, iOS, and Android",
          "detail": "Desktop supports system-audio recording and live assistance. Mobile supports in-person recording, reviewing meetings, search, sharing, and tasks.",
          "level": "strong"
        },
        "inPerson": {
          "summary": "Mobile and desktop room capture",
          "detail": "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.",
          "level": "strong"
        },
        "recordings": {
          "summary": "Bot mode saves AV; bot-free desktop saves neither",
          "detail": "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.",
          "level": "available"
        },
        "notesAndSearch": {
          "summary": "Notes, search, and a workspace-wide assigned task feed",
          "detail": "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.",
          "level": "strong"
        },
        "companyMemory": {
          "summary": "Meeting channels and cross-meeting search",
          "detail": "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.",
          "level": "available"
        },
        "sharing": {
          "summary": "Enterprise rules can auto-route, share, and enforce privacy",
          "detail": "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.",
          "level": "strong"
        },
        "automations": {
          "summary": "Meeting rules, AI apps, CRM workflows, and automatic task handoff",
          "detail": "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.",
          "level": "strong"
        },
        "integrations": {
          "summary": "100+ integrations plus Zapier and API",
          "detail": "Breadth is a major advantage across CRM, collaboration, storage, dialers, and productivity tools. Verify the plan required for each connector and direction of sync.",
          "level": "strong"
        },
        "agentsAndApi": {
          "summary": "GraphQL API, webhooks, and a rich remote MCP server",
          "detail": "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.",
          "level": "strong"
        },
        "admin": {
          "summary": "Business and Enterprise governance",
          "detail": "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.",
          "level": "strong"
        },
        "languages": {
          "summary": "100+ languages advertised",
          "detail": "Fireflies advertises broad transcription coverage. Real-world speaker separation and accuracy still depend on capture mode, room acoustics, accents, and vocabulary.",
          "level": "strong"
        }
      },
      "sources": [
        {
          "label": "Fireflies pricing guide",
          "url": "https://guide.fireflies.ai/articles/3734844560-learn-about-the-fireflies-pricing-plans",
          "note": "July 2026 prices and plan structure."
        },
        {
          "label": "Fireflies unlimited free transcripts",
          "url": "https://guide.fireflies.ai/articles/8632872350-how-to-get-unlimited-meeting-transcripts-on-fireflies-ai-s-free-plan",
          "note": "Auto-join and Share-all requirements for unlimited free transcription."
        },
        {
          "label": "Fireflies storage limits",
          "url": "https://guide.fireflies.ai/articles/4777633252-learn-about-meeting-storage-limits",
          "note": "Current storage limits by plan; its Free figure conflicts with an older Free-plan article."
        },
        {
          "label": "Fireflies bot-free desktop recording",
          "url": "https://guide.fireflies.ai/articles/6666374717-how-to-record-meetings-without-a-bot-on-the-fireflies-desktop-app",
          "note": "No AV files, generic speakers, and Sales Assist limitation."
        },
        {
          "label": "Fireflies desktop app",
          "url": "https://guide.fireflies.ai/articles/1208704416-getting-started-with-the-fireflies-desktop-app",
          "note": "Capture modes, Live Assist, and bot versus botless behavior."
        },
        {
          "label": "Fireflies mobile app",
          "url": "https://guide.fireflies.ai/articles/8937818258-learn-about-fireflies-mobile-app",
          "note": "iOS/Android in-person recording, search, sharing, and tasks."
        },
        {
          "label": "Fireflies speaker labels",
          "url": "https://guide.fireflies.ai/articles/4994477228-how-to-edit-speaker-labels-or-names-in-a-transcript",
          "note": "Manual corrections and the mobile-recording speaker-detection caveat."
        },
        {
          "label": "Fireflies API",
          "url": "https://docs.fireflies.ai/introduction",
          "note": "GraphQL authentication, user/admin scope, available meeting data, and current Super Summary/Custom Apps gaps."
        },
        {
          "label": "Fireflies MCP tools",
          "url": "https://docs.fireflies.ai/mcp-tools/overview",
          "note": "Remote MCP authentication, full meeting-data access, read/write tools, and experimental-tool status."
        },
        {
          "label": "Fireflies AI credits",
          "url": "https://guide.fireflies.ai/articles/9606045468-fireflies-billing-terms",
          "note": "Workspace-pooled credit allowances, non-seat scaling, and add-on behavior."
        },
        {
          "label": "Fireflies Tasks Feed",
          "url": "https://guide.fireflies.ai/articles/1574234155-learn-about-the-tasks-feed",
          "note": "Automatic task generation and assignment, all-team task views, completion, reassignment, and project-tool handoff."
        },
        {
          "label": "Fireflies Linear integration",
          "url": "https://guide.fireflies.ai/articles/8360629677-how-to-integrate-linear-with-fireflies",
          "note": "Automatic issue creation, project and status routing, assigned-task filtering, and meeting-rule conditions."
        },
        {
          "label": "Fireflies integration directory",
          "url": "https://fireflies.ai/integrations",
          "note": "Current first-party directory advertising 100+ integrations across CRM, project, collaboration, storage, and other categories."
        },
        {
          "label": "Fireflies Rules Engine",
          "url": "https://guide.fireflies.ai/articles/4608292950-learn-about-the-rules-engine-feature",
          "note": "Enterprise conditions and actions for routing, automatic sharing, privacy enforcement, and deletion."
        },
        {
          "label": "Fireflies recap privacy defaults",
          "url": "https://guide.fireflies.ai/articles/5319481450-how-to-configure-privacy-settings-for-your-meeting-recaps",
          "note": "Default teammates-and-link visibility, narrower audience choices, and retroactive privacy changes."
        },
        {
          "label": "Fireflies data safety",
          "url": "https://guide.fireflies.ai/articles/2154538358-policy-on-keeping-information-safe",
          "note": "No-training and third-party zero-retention commitments plus governance controls."
        },
        {
          "label": "Fireflies compliance recording modes",
          "url": "https://guide.fireflies.ai/articles/3598930706-set-up-transcript-only-mode-for-compliance",
          "note": "Full-record, text-only, summary-only, and summary-plus-audio retention modes."
        },
        {
          "label": "Fireflies Enterprise controls",
          "url": "https://guide.fireflies.ai/articles/4771323041-learn-about-fireflies-enterprise-plan",
          "note": "SSO, SCIM, private storage, retention, and Super Admin access behavior."
        }
      ]
    },
    {
      "id": "otter-ai",
      "name": "Otter.ai",
      "shortName": "Otter",
      "logoPath": "/logos/otter.svg",
      "website": "https://otter.ai",
      "tagline": "A familiar live-transcription product with mobile apps, workflows, and an accessible free tier.",
      "positioning": "Otter remains one of the easiest names to recognize in live transcription. It now offers meeting agents, automatically assigned action items, workflows, cross-meeting chat, desktop/mobile apps, two-way AI Chat connectors, MCP, and CRM connections, while minute caps and enterprise-only video/API features shape the real value.",
      "bestFor": "Students, individuals, and teams that prioritize live text, simple mobile capture, an inexpensive Pro plan, and a familiar transcript-first experience.",
      "lessIdealFor": "Teams needing broad multilingual support, video replay on ordinary plans, unlimited usage without caveats, deep operational automations, or mature whole-company context.",
      "decisionSummary": {
        "fit": "Affordable live transcription on desktop and mobile",
        "chooseFor": [
          "Live text and simple capture",
          "A useful free allowance"
        ],
        "watchFor": [
          "API, webhooks, and video need Enterprise",
          "No team-wide action-item board"
        ]
      },
      "pricing": {
        "headline": "Free; Pro from $8.33/user/month annually",
        "detail": "Basic includes 300 transcription minutes per month, a 30-minute cap per conversation, three lifetime file imports, and access to the 25 most recent conversations. Paid prices are per user/month: Pro is $8.33 with annual billing or $16.99 month-to-month, with 1,200 in-app minutes, 90-minute meetings, and ten monthly imports; Business is $19.99 or $30 and adds unlimited in-app meetings, four-hour meetings, and more administration. Enterprise is custom and gates API/webhooks, video replay, SSO/SCIM, and some compliance options.",
        "freePlan": "Yes: 300 minutes per month, 30 minutes per conversation, three lifetime imports, and a 25-conversation visible history."
      },
      "strengths": [
        "Polished live transcript, speaker identification, mobile apps, playback, and cross-meeting chat.",
        "The macOS and Windows desktop app can detect Zoom, Teams, Meet, and other browser calls, then either prompt or begin bot-free recording automatically.",
        "A useful free plan and inexpensive Pro entry point for lower-volume users.",
        "Meeting agents and custom workflows broaden it beyond simple transcription, while MCP makes notes available to AI tools.",
        "Otter automatically assigns detected action items and gives each person a cross-meeting list for editing, reassignment, source lookup, and completion.",
        "Conversations can be exported individually in TXT, DOCX, PDF, SRT, and MP3; Business adds bulk export and Enterprise adds granular media/transcript retention controls."
      ],
      "tradeoffs": [
        "Basic and Pro have monthly minute, per-meeting, and import limits that matter for meeting-heavy professionals; Basic only exposes the 25 most recent conversations.",
        "Video replay is an Enterprise feature and is limited to supported Zoom and Google Meet recordings.",
        "API/webhooks, SSO/SCIM, and HIPAA options are Enterprise-gated.",
        "Transcription covers six languages; German and Simplified Chinese are beta, and only French can switch automatically with English in the same conversation.",
        "AI Chat connectors work only in Advanced mode and vary by plan. Outlook email actions remain unsupported, the mobile app still uses the older AI Chat experience, and several Enterprise exports or integrations need account-manager setup.",
        "The global action-item view is personal rather than manager-wide: users can see tasks assigned to themselves, but not a workspace-wide board of everyone’s work.",
        "On ordinary plans, Otter says it trains proprietary models on de-identified audio and transcripts. Enterprise workspaces are opted out by default; third-party AI providers are prohibited from training on customer data."
      ],
      "chooseIf": [
        "Live transcription and easy mobile capture matter more than retaining video.",
        "Your usage fits comfortably inside the free or Pro minute limits.",
        "You want an established transcript-first product with lightweight workflows and agent access."
      ],
      "features": {
        "capture": {
          "summary": "Meeting agent or automatic bot-free desktop capture, plus mobile",
          "detail": "Otter can join major meeting platforms, capture from its apps, and show text live. Its desktop app can detect Zoom, Teams, Meet, and other browser calls from microphone activity, then stay off, prompt the user, or start recording automatically for each meeting type. Scheduling and limits depend on the chosen plan.",
          "level": "strong"
        },
        "platforms": {
          "summary": "Web, macOS, Windows, iOS, and Android",
          "detail": "Broad app coverage makes Otter easy to use in virtual or room conversations. The desktop app now supports configurable automatic recording for detected calls. Feature parity and allowances differ between in-app and imported usage.",
          "level": "strong"
        },
        "inPerson": {
          "summary": "Strong mobile live transcription",
          "detail": "iOS and Android are mature room-recording tools with live text. Otter separates voices after processing and can learn previously tagged speakers, but new or uncertain voices remain Speaker 1 or Unknown until tagged. Live platform-name labels are a separate Notetaker behavior, strongest on Zoom.",
          "level": "strong"
        },
        "recordings": {
          "summary": "Audio playback broadly; video replay on Enterprise",
          "detail": "Audio is synchronized to text on ordinary plans. Video replay requires Enterprise and currently applies to supported Zoom and Google Meet recordings rather than every capture path.",
          "level": "available"
        },
        "notesAndSearch": {
          "summary": "Live transcript, search, and automatically assigned action items",
          "detail": "Otter’s transcript experience is mature. It automatically detects and assigns action items, links generated work back to transcript evidence, and gives each user a cross-meeting list with edit, reassign, and completion controls. That list only shows work assigned to the signed-in person, rather than a workspace-wide manager view. Allowances and advanced custom workflows vary by plan.",
          "level": "strong"
        },
        "companyMemory": {
          "summary": "Cross-meeting search and chat",
          "detail": "Otter can answer across conversations, but does not emphasize full relationship pages combining meetings, email, calendar, people, companies, and future events.",
          "level": "available"
        },
        "sharing": {
          "summary": "User auto-share and Enterprise workspace defaults",
          "detail": "Individuals can auto-share by calendar audience and use channels. Enterprise admins can choose the options members see and set a default, but ordinary audience defaults are not fully locked; admins can only force privacy by leaving “Don’t share” as the sole option. External auto-share channels are also Enterprise-only.",
          "level": "available"
        },
        "automations": {
          "summary": "Meeting agents and custom workflows, with plan differences",
          "detail": "Otter automatically detects and assigns action items, tracks each person’s work across meetings, can create Jira issues with assignees and due dates, and uses custom workflows, Zapier, and AI Chat actions for role-specific output and downstream work. The personal action view does not give a manager one board for every assignee, and connector or workflow eligibility varies by plan.",
          "level": "available"
        },
        "integrations": {
          "summary": "Meeting platforms, CRM, Zapier, Slack, Jira, work-app connectors, and Enterprise exports",
          "detail": "Paid plans connect Salesforce, HubSpot, and Zapier. AI Chat’s Advanced mode can read and act in Gmail, Google Drive, Notion, and Jira, with Salesforce context available separately. Slack can post summaries and action notifications, while Enterprise supports account-manager-enabled SharePoint and automatic Drive exports. Availability and setup vary substantially by plan.",
          "level": "strong"
        },
        "agentsAndApi": {
          "summary": "MCP broadly; API and webhooks on Enterprise",
          "detail": "MCP is listed even on Basic and can access meetings captured by or shared with the authenticated user. It currently has no public API-key setup for arbitrary AI applications. The public API and webhooks require Enterprise and account-manager enablement.",
          "level": "available"
        },
        "admin": {
          "summary": "Business administration; advanced security on Enterprise",
          "detail": "Business adds centralized features and bulk export. Enterprise adds SSO, SCIM, API access, video replay, granular retention, no-training by default, and HIPAA options. Several advanced controls—including retention and automatic Drive export—require account-manager setup.",
          "level": "available"
        },
        "languages": {
          "summary": "Six transcription languages, two still in beta",
          "detail": "Otter transcribes English, Spanish, French, German, Japanese, and spoken Mandarin with Simplified Chinese output. German and Chinese are beta. It normally handles one language per conversation; French can auto-switch with English, and other mixed-language pairs are not supported.",
          "level": "limited"
        }
      },
      "sources": [
        {
          "label": "Otter pricing",
          "url": "https://otter.ai/pricing",
          "note": "Current free, Pro, Business, and Enterprise allowances and feature gates."
        },
        {
          "label": "Otter Basic-plan limits",
          "url": "https://help.otter.ai/hc/en-us/articles/360047538094-Conversation-import-and-app-limits-on-the-Basic-free-plan",
          "note": "Monthly minutes, per-conversation duration, lifetime imports, and 25-conversation history."
        },
        {
          "label": "Otter desktop automatic recording",
          "url": "https://otter.ai/blog/never-miss-the-conversation-introducing-automatic-recording-in-otter-desktop",
          "note": "August 2026 automatic detection, reminders, and bot-free recording behavior for Zoom, Teams, Meet, and other browser calls."
        },
        {
          "label": "Otter automatic sharing",
          "url": "https://help.otter.ai/hc/en-us/articles/20424842990999-Manage-auto-share-settings",
          "note": "Workspace defaults for automatic audience, collaborator permissions, and meeting-level overrides."
        },
        {
          "label": "Otter supported languages",
          "url": "https://help.otter.ai/hc/en-us/articles/26660468516631-Transcribe-conversations-in-English-Spanish-French-German-Japanese-or-Chinese-Simplified",
          "note": "Six-language scope, beta languages, one-language behavior, French/English switching, and reprocessing limits."
        },
        {
          "label": "Otter speaker identification",
          "url": "https://help.otter.ai/hc/en-us/articles/21665587209367-Speaker-Identification-Overview",
          "note": "Post-processing diarization, learned speaker names, generic labels for new voices, and live Zoom behavior."
        },
        {
          "label": "Otter action items",
          "url": "https://help.otter.ai/hc/en-us/articles/25983095114519-Action-Items-Overview",
          "note": "Cross-meeting personal action-item view, transcript links, editing, reassignment, completion, and the lack of a workspace-wide all-assignees view."
        },
        {
          "label": "Otter automatic action-item assignment",
          "url": "https://help.otter.ai/hc/en-us/articles/5093228433687-Conversation-Page-Overview",
          "note": "Automatic detection and assignment of meeting action items to relevant workspace members."
        },
        {
          "label": "Otter AI Chat connectors",
          "url": "https://help.otter.ai/hc/en-us/articles/19682180167575-Otter-AI-Chat-Overview",
          "note": "Advanced-mode Gmail, Google Drive, Jira, Notion, and Salesforce connector capabilities plus plan and mobile-version caveats."
        },
        {
          "label": "Otter Jira integration",
          "url": "https://help.otter.ai/hc/en-us/articles/40485786582551-Connect-Jira-to-Otter-ai",
          "note": "Automatic Jira issue creation from meeting actions with assignees, due dates, projects, source links, and AI Chat access."
        },
        {
          "label": "Otter Slack integration",
          "url": "https://help.otter.ai/hc/en-us/articles/13627121851799-Connect-Slack-to-Otter-ai",
          "note": "Summary posting, recurring-meeting delivery, rich previews, access handling, and action-item notifications."
        },
        {
          "label": "Otter SharePoint export",
          "url": "https://help.otter.ai/hc/en-us/articles/38533740881175-Connect-Microsoft-SharePoint-to-Otter-ai",
          "note": "Enterprise automatic transcript, summary, and metadata export plus administrator and account-manager setup."
        },
        {
          "label": "Otter workspace auto-share controls",
          "url": "https://help.otter.ai/hc/en-us/articles/32589333117591-Manage-Workspace-auto-share-settings",
          "note": "Enterprise eligibility, selectable defaults, user overrides, and the privacy-lock exception."
        },
        {
          "label": "Otter MCP server",
          "url": "https://help.otter.ai/hc/en-us/articles/35287607569687-Otter-MCP-Server",
          "note": "Authenticated meeting scope, shared meetings, supported clients, and lack of a public MCP API key."
        },
        {
          "label": "Otter public API",
          "url": "https://help.otter.ai/hc/en-us/articles/4412365535895-Does-Otter-offer-an-open-API",
          "note": "Enterprise-only public API availability and account-manager enablement."
        },
        {
          "label": "Otter privacy and model training",
          "url": "https://otter.ai/privacy-security",
          "note": "Proprietary-model training on de-identified recordings and transcripts, plus third-party provider no-training and zero-storage commitments."
        },
        {
          "label": "Otter Enterprise controls",
          "url": "https://help.otter.ai/hc/en-us/articles/13352505516695-Enterprise-Admin-Controls-Overview",
          "note": "Enterprise no-training default, 2FA, export controls, audio removal, and advanced governance."
        },
        {
          "label": "Otter retention policy",
          "url": "https://help.otter.ai/hc/en-us/articles/19500988656279-Set-a-custom-Data-Retention-policy",
          "note": "Account-manager configured retention for full conversations, recordings, or transcripts."
        },
        {
          "label": "Otter conversation export",
          "url": "https://help.otter.ai/hc/en-us/articles/360047733634-Export-conversations",
          "note": "Individual and Business bulk exports across text, subtitle, and audio formats."
        }
      ]
    }
  ],
  "dimensions": [
    {
      "key": "capture",
      "label": "Capture options",
      "lead": "Both products document broad support for capture options, with different scope and plan limits.",
      "analysis": "Fireflies: Fireflies has unusually broad capture. The modes differ: desktop bot-free capture works across apps but drops stored media and named speaker labels; the bot preserves the richer meeting record. Otter: Otter can join major meeting platforms, capture from its apps, and show text live. Its desktop app can detect Zoom, Teams, Meet, and other browser calls from microphone activity, then stay off, prompt the user, or start recording automatically for each meeting type. Scheduling and limits depend on the chosen plan.",
      "productA": {
        "id": "fireflies-ai",
        "name": "Fireflies.ai",
        "summary": "Bot, bot-free desktop, mobile, and SDK-based capture",
        "detail": "Fireflies has unusually broad capture. The modes differ: desktop bot-free capture works across apps but drops stored media and named speaker labels; the bot preserves the richer meeting record.",
        "level": "strong",
        "sources": [
          {
            "label": "Fireflies bot-free desktop recording",
            "url": "https://guide.fireflies.ai/articles/6666374717-how-to-record-meetings-without-a-bot-on-the-fireflies-desktop-app",
            "note": "No AV files, generic speakers, and Sales Assist limitation."
          },
          {
            "label": "Fireflies desktop app",
            "url": "https://guide.fireflies.ai/articles/1208704416-getting-started-with-the-fireflies-desktop-app",
            "note": "Capture modes, Live Assist, and bot versus botless behavior."
          }
        ]
      },
      "productB": {
        "id": "otter-ai",
        "name": "Otter.ai",
        "summary": "Meeting agent or automatic bot-free desktop capture, plus mobile",
        "detail": "Otter can join major meeting platforms, capture from its apps, and show text live. Its desktop app can detect Zoom, Teams, Meet, and other browser calls from microphone activity, then stay off, prompt the user, or start recording automatically for each meeting type. Scheduling and limits depend on the chosen plan.",
        "level": "strong",
        "sources": [
          {
            "label": "Otter pricing",
            "url": "https://otter.ai/pricing",
            "note": "Current free, Pro, Business, and Enterprise allowances and feature gates."
          },
          {
            "label": "Otter desktop automatic recording",
            "url": "https://otter.ai/blog/never-miss-the-conversation-introducing-automatic-recording-in-otter-desktop",
            "note": "August 2026 automatic detection, reminders, and bot-free recording behavior for Zoom, Teams, Meet, and other browser calls."
          }
        ]
      }
    },
    {
      "key": "platforms",
      "label": "Desktop and mobile",
      "lead": "Both products document broad support for desktop and mobile, with different scope and plan limits.",
      "analysis": "Fireflies: Desktop supports system-audio recording and live assistance. Mobile supports in-person recording, reviewing meetings, search, sharing, and tasks. Otter: Broad app coverage makes Otter easy to use in virtual or room conversations. The desktop app now supports configurable automatic recording for detected calls. Feature parity and allowances differ between in-app and imported usage.",
      "productA": {
        "id": "fireflies-ai",
        "name": "Fireflies.ai",
        "summary": "Web, macOS, Windows, iOS, and Android",
        "detail": "Desktop supports system-audio recording and live assistance. Mobile supports in-person recording, reviewing meetings, search, sharing, and tasks.",
        "level": "strong",
        "sources": [
          {
            "label": "Fireflies desktop app",
            "url": "https://guide.fireflies.ai/articles/1208704416-getting-started-with-the-fireflies-desktop-app",
            "note": "Capture modes, Live Assist, and bot versus botless behavior."
          },
          {
            "label": "Fireflies mobile app",
            "url": "https://guide.fireflies.ai/articles/8937818258-learn-about-fireflies-mobile-app",
            "note": "iOS/Android in-person recording, search, sharing, and tasks."
          }
        ]
      },
      "productB": {
        "id": "otter-ai",
        "name": "Otter.ai",
        "summary": "Web, macOS, Windows, iOS, and Android",
        "detail": "Broad app coverage makes Otter easy to use in virtual or room conversations. The desktop app now supports configurable automatic recording for detected calls. Feature parity and allowances differ between in-app and imported usage.",
        "level": "strong",
        "sources": [
          {
            "label": "Otter pricing",
            "url": "https://otter.ai/pricing",
            "note": "Current free, Pro, Business, and Enterprise allowances and feature gates."
          },
          {
            "label": "Otter desktop automatic recording",
            "url": "https://otter.ai/blog/never-miss-the-conversation-introducing-automatic-recording-in-otter-desktop",
            "note": "August 2026 automatic detection, reminders, and bot-free recording behavior for Zoom, Teams, Meet, and other browser calls."
          }
        ]
      }
    },
    {
      "key": "inPerson",
      "label": "In-person capture and speaker labels",
      "lead": "Both products document broad support for in-person capture and speaker labels, with different scope and plan limits.",
      "analysis": "Fireflies: 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. Otter: iOS and Android are mature room-recording tools with live text. Otter separates voices after processing and can learn previously tagged speakers, but new or uncertain voices remain Speaker 1 or Unknown until tagged. Live platform-name labels are a separate Notetaker behavior, strongest on Zoom.",
      "productA": {
        "id": "fireflies-ai",
        "name": "Fireflies.ai",
        "summary": "Mobile and desktop room capture",
        "detail": "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.",
        "level": "strong",
        "sources": [
          {
            "label": "Fireflies mobile app",
            "url": "https://guide.fireflies.ai/articles/8937818258-learn-about-fireflies-mobile-app",
            "note": "iOS/Android in-person recording, search, sharing, and tasks."
          },
          {
            "label": "Fireflies speaker labels",
            "url": "https://guide.fireflies.ai/articles/4994477228-how-to-edit-speaker-labels-or-names-in-a-transcript",
            "note": "Manual corrections and the mobile-recording speaker-detection caveat."
          }
        ]
      },
      "productB": {
        "id": "otter-ai",
        "name": "Otter.ai",
        "summary": "Strong mobile live transcription",
        "detail": "iOS and Android are mature room-recording tools with live text. Otter separates voices after processing and can learn previously tagged speakers, but new or uncertain voices remain Speaker 1 or Unknown until tagged. Live platform-name labels are a separate Notetaker behavior, strongest on Zoom.",
        "level": "strong",
        "sources": [
          {
            "label": "Otter pricing",
            "url": "https://otter.ai/pricing",
            "note": "Current free, Pro, Business, and Enterprise allowances and feature gates."
          },
          {
            "label": "Otter speaker identification",
            "url": "https://help.otter.ai/hc/en-us/articles/21665587209367-Speaker-Identification-Overview",
            "note": "Post-processing diarization, learned speaker names, generic labels for new voices, and live Zoom behavior."
          }
        ]
      }
    },
    {
      "key": "recordings",
      "label": "Recordings, playback, and clips",
      "lead": "Both products support recordings, playback, and clips, with different scope and plan limits.",
      "analysis": "Fireflies: 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. Otter: Audio is synchronized to text on ordinary plans. Video replay requires Enterprise and currently applies to supported Zoom and Google Meet recordings rather than every capture path.",
      "productA": {
        "id": "fireflies-ai",
        "name": "Fireflies.ai",
        "summary": "Bot mode saves AV; bot-free desktop saves neither",
        "detail": "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.",
        "level": "available",
        "sources": [
          {
            "label": "Fireflies bot-free desktop recording",
            "url": "https://guide.fireflies.ai/articles/6666374717-how-to-record-meetings-without-a-bot-on-the-fireflies-desktop-app",
            "note": "No AV files, generic speakers, and Sales Assist limitation."
          }
        ]
      },
      "productB": {
        "id": "otter-ai",
        "name": "Otter.ai",
        "summary": "Audio playback broadly; video replay on Enterprise",
        "detail": "Audio is synchronized to text on ordinary plans. Video replay requires Enterprise and currently applies to supported Zoom and Google Meet recordings rather than every capture path.",
        "level": "available",
        "sources": [
          {
            "label": "Otter pricing",
            "url": "https://otter.ai/pricing",
            "note": "Current free, Pro, Business, and Enterprise allowances and feature gates."
          },
          {
            "label": "Otter conversation export",
            "url": "https://help.otter.ai/hc/en-us/articles/360047733634-Export-conversations",
            "note": "Individual and Business bulk exports across text, subtitle, and audio formats."
          }
        ]
      }
    },
    {
      "key": "notesAndSearch",
      "label": "Notes, action items, and search",
      "lead": "Both products document broad support for notes, action items, and search, with different scope and plan limits.",
      "analysis": "Fireflies: 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. Otter: Otter’s transcript experience is mature. It automatically detects and assigns action items, links generated work back to transcript evidence, and gives each user a cross-meeting list with edit, reassign, and completion controls. That list only shows work assigned to the signed-in person, rather than a workspace-wide manager view. Allowances and advanced custom workflows vary by plan.",
      "productA": {
        "id": "fireflies-ai",
        "name": "Fireflies.ai",
        "summary": "Notes, search, and a workspace-wide assigned task feed",
        "detail": "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.",
        "level": "strong",
        "sources": [
          {
            "label": "Fireflies pricing guide",
            "url": "https://guide.fireflies.ai/articles/3734844560-learn-about-the-fireflies-pricing-plans",
            "note": "July 2026 prices and plan structure."
          },
          {
            "label": "Fireflies AI credits",
            "url": "https://guide.fireflies.ai/articles/9606045468-fireflies-billing-terms",
            "note": "Workspace-pooled credit allowances, non-seat scaling, and add-on behavior."
          },
          {
            "label": "Fireflies Tasks Feed",
            "url": "https://guide.fireflies.ai/articles/1574234155-learn-about-the-tasks-feed",
            "note": "Automatic task generation and assignment, all-team task views, completion, reassignment, and project-tool handoff."
          }
        ]
      },
      "productB": {
        "id": "otter-ai",
        "name": "Otter.ai",
        "summary": "Live transcript, search, and automatically assigned action items",
        "detail": "Otter’s transcript experience is mature. It automatically detects and assigns action items, links generated work back to transcript evidence, and gives each user a cross-meeting list with edit, reassign, and completion controls. That list only shows work assigned to the signed-in person, rather than a workspace-wide manager view. Allowances and advanced custom workflows vary by plan.",
        "level": "strong",
        "sources": [
          {
            "label": "Otter pricing",
            "url": "https://otter.ai/pricing",
            "note": "Current free, Pro, Business, and Enterprise allowances and feature gates."
          },
          {
            "label": "Otter action items",
            "url": "https://help.otter.ai/hc/en-us/articles/25983095114519-Action-Items-Overview",
            "note": "Cross-meeting personal action-item view, transcript links, editing, reassignment, completion, and the lack of a workspace-wide all-assignees view."
          },
          {
            "label": "Otter automatic action-item assignment",
            "url": "https://help.otter.ai/hc/en-us/articles/5093228433687-Conversation-Page-Overview",
            "note": "Automatic detection and assignment of meeting action items to relevant workspace members."
          }
        ]
      }
    },
    {
      "key": "companyMemory",
      "label": "People, companies, and context",
      "lead": "Both products support people, companies, and context, with different scope and plan limits.",
      "analysis": "Fireflies: 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. Otter: Otter can answer across conversations, but does not emphasize full relationship pages combining meetings, email, calendar, people, companies, and future events.",
      "productA": {
        "id": "fireflies-ai",
        "name": "Fireflies.ai",
        "summary": "Meeting channels and cross-meeting search",
        "detail": "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.",
        "level": "available",
        "sources": [
          {
            "label": "Fireflies pricing guide",
            "url": "https://guide.fireflies.ai/articles/3734844560-learn-about-the-fireflies-pricing-plans",
            "note": "July 2026 prices and plan structure."
          }
        ]
      },
      "productB": {
        "id": "otter-ai",
        "name": "Otter.ai",
        "summary": "Cross-meeting search and chat",
        "detail": "Otter can answer across conversations, but does not emphasize full relationship pages combining meetings, email, calendar, people, companies, and future events.",
        "level": "available",
        "sources": [
          {
            "label": "Otter pricing",
            "url": "https://otter.ai/pricing",
            "note": "Current free, Pro, Business, and Enterprise allowances and feature gates."
          }
        ]
      }
    },
    {
      "key": "sharing",
      "label": "Automatic sharing and workspace defaults",
      "lead": "Fireflies has broader documented support for automatic sharing and workspace defaults.",
      "analysis": "Fireflies: 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. Otter: Individuals can auto-share by calendar audience and use channels. Enterprise admins can choose the options members see and set a default, but ordinary audience defaults are not fully locked; admins can only force privacy by leaving “Don’t share” as the sole option. External auto-share channels are also Enterprise-only.",
      "productA": {
        "id": "fireflies-ai",
        "name": "Fireflies.ai",
        "summary": "Enterprise rules can auto-route, share, and enforce privacy",
        "detail": "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.",
        "level": "strong",
        "sources": [
          {
            "label": "Fireflies Rules Engine",
            "url": "https://guide.fireflies.ai/articles/4608292950-learn-about-the-rules-engine-feature",
            "note": "Enterprise conditions and actions for routing, automatic sharing, privacy enforcement, and deletion."
          },
          {
            "label": "Fireflies recap privacy defaults",
            "url": "https://guide.fireflies.ai/articles/5319481450-how-to-configure-privacy-settings-for-your-meeting-recaps",
            "note": "Default teammates-and-link visibility, narrower audience choices, and retroactive privacy changes."
          }
        ]
      },
      "productB": {
        "id": "otter-ai",
        "name": "Otter.ai",
        "summary": "User auto-share and Enterprise workspace defaults",
        "detail": "Individuals can auto-share by calendar audience and use channels. Enterprise admins can choose the options members see and set a default, but ordinary audience defaults are not fully locked; admins can only force privacy by leaving “Don’t share” as the sole option. External auto-share channels are also Enterprise-only.",
        "level": "available",
        "sources": [
          {
            "label": "Otter automatic sharing",
            "url": "https://help.otter.ai/hc/en-us/articles/20424842990999-Manage-auto-share-settings",
            "note": "Workspace defaults for automatic audience, collaborator permissions, and meeting-level overrides."
          },
          {
            "label": "Otter workspace auto-share controls",
            "url": "https://help.otter.ai/hc/en-us/articles/32589333117591-Manage-Workspace-auto-share-settings",
            "note": "Enterprise eligibility, selectable defaults, user overrides, and the privacy-lock exception."
          }
        ]
      }
    },
    {
      "key": "automations",
      "label": "Automations",
      "lead": "Fireflies has broader documented support for automations.",
      "analysis": "Fireflies: 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. Otter: Otter automatically detects and assigns action items, tracks each person’s work across meetings, can create Jira issues with assignees and due dates, and uses custom workflows, Zapier, and AI Chat actions for role-specific output and downstream work. The personal action view does not give a manager one board for every assignee, and connector or workflow eligibility varies by plan.",
      "productA": {
        "id": "fireflies-ai",
        "name": "Fireflies.ai",
        "summary": "Meeting rules, AI apps, CRM workflows, and automatic task handoff",
        "detail": "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.",
        "level": "strong",
        "sources": [
          {
            "label": "Fireflies Rules Engine",
            "url": "https://guide.fireflies.ai/articles/4608292950-learn-about-the-rules-engine-feature",
            "note": "Enterprise conditions and actions for routing, automatic sharing, privacy enforcement, and deletion."
          },
          {
            "label": "Fireflies pricing guide",
            "url": "https://guide.fireflies.ai/articles/3734844560-learn-about-the-fireflies-pricing-plans",
            "note": "July 2026 prices and plan structure."
          },
          {
            "label": "Fireflies Tasks Feed",
            "url": "https://guide.fireflies.ai/articles/1574234155-learn-about-the-tasks-feed",
            "note": "Automatic task generation and assignment, all-team task views, completion, reassignment, and project-tool handoff."
          },
          {
            "label": "Fireflies Linear integration",
            "url": "https://guide.fireflies.ai/articles/8360629677-how-to-integrate-linear-with-fireflies",
            "note": "Automatic issue creation, project and status routing, assigned-task filtering, and meeting-rule conditions."
          }
        ]
      },
      "productB": {
        "id": "otter-ai",
        "name": "Otter.ai",
        "summary": "Meeting agents and custom workflows, with plan differences",
        "detail": "Otter automatically detects and assigns action items, tracks each person’s work across meetings, can create Jira issues with assignees and due dates, and uses custom workflows, Zapier, and AI Chat actions for role-specific output and downstream work. The personal action view does not give a manager one board for every assignee, and connector or workflow eligibility varies by plan.",
        "level": "available",
        "sources": [
          {
            "label": "Otter pricing",
            "url": "https://otter.ai/pricing",
            "note": "Current free, Pro, Business, and Enterprise allowances and feature gates."
          },
          {
            "label": "Otter action items",
            "url": "https://help.otter.ai/hc/en-us/articles/25983095114519-Action-Items-Overview",
            "note": "Cross-meeting personal action-item view, transcript links, editing, reassignment, completion, and the lack of a workspace-wide all-assignees view."
          },
          {
            "label": "Otter automatic action-item assignment",
            "url": "https://help.otter.ai/hc/en-us/articles/5093228433687-Conversation-Page-Overview",
            "note": "Automatic detection and assignment of meeting action items to relevant workspace members."
          },
          {
            "label": "Otter Jira integration",
            "url": "https://help.otter.ai/hc/en-us/articles/40485786582551-Connect-Jira-to-Otter-ai",
            "note": "Automatic Jira issue creation from meeting actions with assignees, due dates, projects, source links, and AI Chat access."
          },
          {
            "label": "Otter AI Chat connectors",
            "url": "https://help.otter.ai/hc/en-us/articles/19682180167575-Otter-AI-Chat-Overview",
            "note": "Advanced-mode Gmail, Google Drive, Jira, Notion, and Salesforce connector capabilities plus plan and mobile-version caveats."
          }
        ]
      }
    },
    {
      "key": "integrations",
      "label": "Integrations",
      "lead": "Both products document broad support for integrations, with different scope and plan limits.",
      "analysis": "Fireflies: Breadth is a major advantage across CRM, collaboration, storage, dialers, and productivity tools. Verify the plan required for each connector and direction of sync. Otter: Paid plans connect Salesforce, HubSpot, and Zapier. AI Chat’s Advanced mode can read and act in Gmail, Google Drive, Notion, and Jira, with Salesforce context available separately. Slack can post summaries and action notifications, while Enterprise supports account-manager-enabled SharePoint and automatic Drive exports. Availability and setup vary substantially by plan.",
      "productA": {
        "id": "fireflies-ai",
        "name": "Fireflies.ai",
        "summary": "100+ integrations plus Zapier and API",
        "detail": "Breadth is a major advantage across CRM, collaboration, storage, dialers, and productivity tools. Verify the plan required for each connector and direction of sync.",
        "level": "strong",
        "sources": [
          {
            "label": "Fireflies integration directory",
            "url": "https://fireflies.ai/integrations",
            "note": "Current first-party directory advertising 100+ integrations across CRM, project, collaboration, storage, and other categories."
          },
          {
            "label": "Fireflies Linear integration",
            "url": "https://guide.fireflies.ai/articles/8360629677-how-to-integrate-linear-with-fireflies",
            "note": "Automatic issue creation, project and status routing, assigned-task filtering, and meeting-rule conditions."
          }
        ]
      },
      "productB": {
        "id": "otter-ai",
        "name": "Otter.ai",
        "summary": "Meeting platforms, CRM, Zapier, Slack, Jira, work-app connectors, and Enterprise exports",
        "detail": "Paid plans connect Salesforce, HubSpot, and Zapier. AI Chat’s Advanced mode can read and act in Gmail, Google Drive, Notion, and Jira, with Salesforce context available separately. Slack can post summaries and action notifications, while Enterprise supports account-manager-enabled SharePoint and automatic Drive exports. Availability and setup vary substantially by plan.",
        "level": "strong",
        "sources": [
          {
            "label": "Otter pricing",
            "url": "https://otter.ai/pricing",
            "note": "Current free, Pro, Business, and Enterprise allowances and feature gates."
          },
          {
            "label": "Otter AI Chat connectors",
            "url": "https://help.otter.ai/hc/en-us/articles/19682180167575-Otter-AI-Chat-Overview",
            "note": "Advanced-mode Gmail, Google Drive, Jira, Notion, and Salesforce connector capabilities plus plan and mobile-version caveats."
          },
          {
            "label": "Otter Jira integration",
            "url": "https://help.otter.ai/hc/en-us/articles/40485786582551-Connect-Jira-to-Otter-ai",
            "note": "Automatic Jira issue creation from meeting actions with assignees, due dates, projects, source links, and AI Chat access."
          },
          {
            "label": "Otter Slack integration",
            "url": "https://help.otter.ai/hc/en-us/articles/13627121851799-Connect-Slack-to-Otter-ai",
            "note": "Summary posting, recurring-meeting delivery, rich previews, access handling, and action-item notifications."
          },
          {
            "label": "Otter SharePoint export",
            "url": "https://help.otter.ai/hc/en-us/articles/38533740881175-Connect-Microsoft-SharePoint-to-Otter-ai",
            "note": "Enterprise automatic transcript, summary, and metadata export plus administrator and account-manager setup."
          }
        ]
      }
    },
    {
      "key": "agentsAndApi",
      "label": "API, MCP, CLI, and data portability",
      "lead": "Fireflies has broader documented support for API, MCP, CLI, and data portability.",
      "analysis": "Fireflies: 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. Otter: MCP is listed even on Basic and can access meetings captured by or shared with the authenticated user. It currently has no public API-key setup for arbitrary AI applications. The public API and webhooks require Enterprise and account-manager enablement.",
      "productA": {
        "id": "fireflies-ai",
        "name": "Fireflies.ai",
        "summary": "GraphQL API, webhooks, and a rich remote MCP server",
        "detail": "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.",
        "level": "strong",
        "sources": [
          {
            "label": "Fireflies API",
            "url": "https://docs.fireflies.ai/introduction",
            "note": "GraphQL authentication, user/admin scope, available meeting data, and current Super Summary/Custom Apps gaps."
          },
          {
            "label": "Fireflies MCP tools",
            "url": "https://docs.fireflies.ai/mcp-tools/overview",
            "note": "Remote MCP authentication, full meeting-data access, read/write tools, and experimental-tool status."
          }
        ]
      },
      "productB": {
        "id": "otter-ai",
        "name": "Otter.ai",
        "summary": "MCP broadly; API and webhooks on Enterprise",
        "detail": "MCP is listed even on Basic and can access meetings captured by or shared with the authenticated user. It currently has no public API-key setup for arbitrary AI applications. The public API and webhooks require Enterprise and account-manager enablement.",
        "level": "available",
        "sources": [
          {
            "label": "Otter MCP server",
            "url": "https://help.otter.ai/hc/en-us/articles/35287607569687-Otter-MCP-Server",
            "note": "Authenticated meeting scope, shared meetings, supported clients, and lack of a public MCP API key."
          },
          {
            "label": "Otter public API",
            "url": "https://help.otter.ai/hc/en-us/articles/4412365535895-Does-Otter-offer-an-open-API",
            "note": "Enterprise-only public API availability and account-manager enablement."
          }
        ]
      }
    },
    {
      "key": "admin",
      "label": "Security, privacy, and admin",
      "lead": "Fireflies has broader documented support for security, privacy, and admin.",
      "analysis": "Fireflies: 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. Otter: Business adds centralized features and bulk export. Enterprise adds SSO, SCIM, API access, video replay, granular retention, no-training by default, and HIPAA options. Several advanced controls—including retention and automatic Drive export—require account-manager setup.",
      "productA": {
        "id": "fireflies-ai",
        "name": "Fireflies.ai",
        "summary": "Business and Enterprise governance",
        "detail": "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.",
        "level": "strong",
        "sources": [
          {
            "label": "Fireflies pricing guide",
            "url": "https://guide.fireflies.ai/articles/3734844560-learn-about-the-fireflies-pricing-plans",
            "note": "July 2026 prices and plan structure."
          },
          {
            "label": "Fireflies storage limits",
            "url": "https://guide.fireflies.ai/articles/4777633252-learn-about-meeting-storage-limits",
            "note": "Current storage limits by plan; its Free figure conflicts with an older Free-plan article."
          },
          {
            "label": "Fireflies Rules Engine",
            "url": "https://guide.fireflies.ai/articles/4608292950-learn-about-the-rules-engine-feature",
            "note": "Enterprise conditions and actions for routing, automatic sharing, privacy enforcement, and deletion."
          },
          {
            "label": "Fireflies data safety",
            "url": "https://guide.fireflies.ai/articles/2154538358-policy-on-keeping-information-safe",
            "note": "No-training and third-party zero-retention commitments plus governance controls."
          },
          {
            "label": "Fireflies compliance recording modes",
            "url": "https://guide.fireflies.ai/articles/3598930706-set-up-transcript-only-mode-for-compliance",
            "note": "Full-record, text-only, summary-only, and summary-plus-audio retention modes."
          },
          {
            "label": "Fireflies Enterprise controls",
            "url": "https://guide.fireflies.ai/articles/4771323041-learn-about-fireflies-enterprise-plan",
            "note": "SSO, SCIM, private storage, retention, and Super Admin access behavior."
          }
        ]
      },
      "productB": {
        "id": "otter-ai",
        "name": "Otter.ai",
        "summary": "Business administration; advanced security on Enterprise",
        "detail": "Business adds centralized features and bulk export. Enterprise adds SSO, SCIM, API access, video replay, granular retention, no-training by default, and HIPAA options. Several advanced controls—including retention and automatic Drive export—require account-manager setup.",
        "level": "available",
        "sources": [
          {
            "label": "Otter pricing",
            "url": "https://otter.ai/pricing",
            "note": "Current free, Pro, Business, and Enterprise allowances and feature gates."
          },
          {
            "label": "Otter workspace auto-share controls",
            "url": "https://help.otter.ai/hc/en-us/articles/32589333117591-Manage-Workspace-auto-share-settings",
            "note": "Enterprise eligibility, selectable defaults, user overrides, and the privacy-lock exception."
          },
          {
            "label": "Otter privacy and model training",
            "url": "https://otter.ai/privacy-security",
            "note": "Proprietary-model training on de-identified recordings and transcripts, plus third-party provider no-training and zero-storage commitments."
          },
          {
            "label": "Otter Enterprise controls",
            "url": "https://help.otter.ai/hc/en-us/articles/13352505516695-Enterprise-Admin-Controls-Overview",
            "note": "Enterprise no-training default, 2FA, export controls, audio removal, and advanced governance."
          },
          {
            "label": "Otter retention policy",
            "url": "https://help.otter.ai/hc/en-us/articles/19500988656279-Set-a-custom-Data-Retention-policy",
            "note": "Account-manager configured retention for full conversations, recordings, or transcripts."
          },
          {
            "label": "Otter conversation export",
            "url": "https://help.otter.ai/hc/en-us/articles/360047733634-Export-conversations",
            "note": "Individual and Business bulk exports across text, subtitle, and audio formats."
          }
        ]
      }
    },
    {
      "key": "languages",
      "label": "Languages",
      "lead": "Fireflies has broader documented support for languages.",
      "analysis": "Fireflies: Fireflies advertises broad transcription coverage. Real-world speaker separation and accuracy still depend on capture mode, room acoustics, accents, and vocabulary. Otter: Otter transcribes English, Spanish, French, German, Japanese, and spoken Mandarin with Simplified Chinese output. German and Chinese are beta. It normally handles one language per conversation; French can auto-switch with English, and other mixed-language pairs are not supported.",
      "productA": {
        "id": "fireflies-ai",
        "name": "Fireflies.ai",
        "summary": "100+ languages advertised",
        "detail": "Fireflies advertises broad transcription coverage. Real-world speaker separation and accuracy still depend on capture mode, room acoustics, accents, and vocabulary.",
        "level": "strong",
        "sources": [
          {
            "label": "Fireflies pricing guide",
            "url": "https://guide.fireflies.ai/articles/3734844560-learn-about-the-fireflies-pricing-plans",
            "note": "July 2026 prices and plan structure."
          }
        ]
      },
      "productB": {
        "id": "otter-ai",
        "name": "Otter.ai",
        "summary": "Six transcription languages, two still in beta",
        "detail": "Otter transcribes English, Spanish, French, German, Japanese, and spoken Mandarin with Simplified Chinese output. German and Chinese are beta. It normally handles one language per conversation; French can auto-switch with English, and other mixed-language pairs are not supported.",
        "level": "limited",
        "sources": [
          {
            "label": "Otter supported languages",
            "url": "https://help.otter.ai/hc/en-us/articles/26660468516631-Transcribe-conversations-in-English-Spanish-French-German-Japanese-or-Chinese-Simplified",
            "note": "Six-language scope, beta languages, one-language behavior, French/English switching, and reprocessing limits."
          }
        ]
      }
    }
  ],
  "directComparison": null,
  "thirdOption": {
    "product": {
      "id": "circleback",
      "name": "Circleback",
      "shortName": "Circleback",
      "logoPath": "/logos/circleback_square.png",
      "website": "https://circleback.ai",
      "tagline": "Every meeting becomes useful company memory.",
      "positioning": "Circleback turns online meetings, in-person conversations, and imported calls into one shared company memory. Record with a bot, with the botless desktop app, from an iPhone or Android phone, or on Apple Watch. Every route produces the same speaker-labeled record, detailed notes designed to stand alone, and automatically assigned action items. Sharing rules and automations carry the useful parts into the teams and tools that need them. Circleback is built for people and AI agents: the complete meeting record available to a person is also available programmatically through its API, MCP, and CLI.",
      "bestFor": "Companies that want one shared meeting system across sales, product, engineering, recruiting, customer success, and leadership—with automatic sharing, function-specific workflows, and complete data for people, agents, and their own software.",
      "lessIdealFor": "A team that only wants a cheap transcript now and then, or a sales organization buying mainly for forecasting and rep coaching.",
      "decisionSummary": {
        "fit": "Every meeting becomes shared, useful company memory",
        "chooseFor": [
          "Detailed notes; always speaker-labeled",
          "People and AI agents; leading security"
        ],
        "watchFor": [
          "Paid plans are per user",
          "Not a forecasting suite"
        ]
      },
      "pricing": {
        "headline": "Free; Pro from $15/user/month annually; Business from $25/user/month annually; Enterprise $35/user/month, billed annually",
        "detail": "Free includes unlimited meetings and members with 30 days of meeting and recording history, limited automations, and API, MCP, and CLI access. Pro adds automations with all integrations, including Notion, HubSpot, Salesforce, Attio, webhooks, and many more apps, plus custom AI insights. Paid prices are per user/month: Pro is $15 with annual billing or $18 month-to-month; Business is $25 or $29; Enterprise is $35 with annual billing only. See https://circleback.ai/pricing for current plan packaging.",
        "freePlan": "Free includes unlimited meetings and members, with 30 days of meeting and recording history, limited automations, and API, MCP, and CLI access."
      },
      "strengths": [
        "Online, in-person, phone, desktop, mobile, Watch, bot, and botless capture all produce a speaker-labeled transcript; every route can keep its recording or discard it after notes are made.",
        "The notes are detailed enough to stand alone, while automatically assigned action items stay trackable across the workspace and can become issues in Linear or another work tracker.",
        "Conditional automatic sharing, company context, free viewers, enforced defaults, and actions in connected apps make each meeting useful beyond the person who recorded it.",
        "Circleback is built for people and AI agents. The complete meeting record available to a person—including the recording, full speaker-labeled transcript, notes, action items, attendees, people, and companies—is also available programmatically through the public API, MCP, and CLI.",
        "Industry-leading security practices include encryption at rest and in transit, SOC 2 Type II, EU-U.S. Data Privacy Framework certification, GDPR support, and HIPAA compliance. Customer data is never used to train models, and an external infrastructure pentest report is available through the security portal."
      ],
      "tradeoffs": [
        "The Free plan has shorter history and limited automations. Pro adds automations with all integrations, including Notion, HubSpot, Salesforce, Attio, webhooks, and many more apps, plus custom AI insights. A solo user who only wants occasional transcripts may find a more generous free recorder elsewhere.",
        "It is not a sales forecasting suite. Gong goes further on deal inspection, rep coaching, and forecasting.",
        "It is not a live meeting coach. Read AI goes further on real-time engagement and sentiment signals, while Krisp specializes in cleaning up audio before it reaches the transcript.",
        "Circleback’s primary processing operations are in the United States. A company with a hard regional-hosting or on-premises requirement should confirm fit during security review."
      ],
      "chooseIf": [
        "You want the same speaker-labeled record from an online call, a room, a phone recording, or your Watch.",
        "You want notes designed to stand alone and follow-through that does not disappear inside each meeting: assigned action items, one workspace-wide list, and a path into your issue tracker.",
        "You want Circleback to look things up and do the next step in the apps where your team works.",
        "You want coworkers, ChatGPT, Claude, other agents, and your own tools to use the same company context."
      ],
      "features": {
        "capture": {
          "summary": "Any meeting, with the same speaker-labeled result",
          "detail": "Use the meeting bot for scheduled Zoom, Google Meet, Teams, and Webex calls; record locally from macOS or Windows with no bot; use iPhone, Android, or Apple Watch in person; or import a phone call or existing file. Whichever path you take, Circleback processes it into a speaker-labeled transcript, notes, and action items in the same workspace.",
          "level": "strong"
        },
        "platforms": {
          "summary": "Web, macOS, Windows, iOS, Android, and Apple Watch",
          "detail": "Desktop apps handle bot-free system audio and video. The iOS and Android apps record in-person conversations and include Assistant. Apple Watch can record from your wrist without the iPhone nearby, then sends the meeting through the same transcription and notes pipeline.",
          "level": "strong"
        },
        "inPerson": {
          "summary": "Phone, desktop, or Watch—with speaker labels",
          "detail": "Record an in-person meeting from iOS, Android, macOS, Windows, or Apple Watch. Circleback separates and labels the speakers instead of returning one undifferentiated wall of text. Imported phone recordings get the same treatment.",
          "level": "strong"
        },
        "recordings": {
          "summary": "A recording when you want one; notes-only when you do not",
          "detail": "Every capture route can keep the source recording with the meeting. Play it beside the transcript, download it, link to a moment, or make a clip. If you only want notes and the speaker-labeled transcript, turn recording storage off.",
          "level": "strong"
        },
        "notesAndSearch": {
          "summary": "Detailed standalone notes, assigned action items, and cited search",
          "detail": "Our editorial judgment is that Circleback’s notes are more detailed and need less transcript archaeology than the short recaps common in meeting tools. It automatically creates action items, assigns each one to an owner when the conversation makes the owner clear, and gathers work from every meeting in a workspace-wide view where it can be filtered and marked done. Custom insights extract the fields a team cares about, while Assistant searches meetings and connected email with citations.",
          "level": "strong"
        },
        "companyMemory": {
          "summary": "A shared company memory, not isolated meeting pages",
          "detail": "Person and company pages combine rolling summaries, relationship timelines, emails, meetings, attendees, and upcoming events. Search and Assistant work across that context, so a conversation stays useful to the next person and the next team.",
          "level": "strong"
        },
        "sharing": {
          "summary": "Conditional automatic sharing with workspace safeguards",
          "detail": "Automations can share matching meetings with specific people, teams, or the whole workspace based on titles, participants, invitee emails or domains, tags, and combined conditions. Admins can set or enforce default sharing access while members retain explicit controls for private or sensitive conversations.",
          "level": "strong"
        },
        "automations": {
          "summary": "One automation layer for every function",
          "detail": "Run actions when meetings match conditions, extract the fields each team cares about, share notes, and route the result into the system where work happens. Sales can update the CRM; product and research can collect themes; engineering can open assigned issues in Linear or another tracker; recruiting and customer teams can route structured follow-up. Automations also post to Slack, call webhooks, and re-run against older meetings.",
          "level": "strong"
        },
        "integrations": {
          "summary": "Search other apps, then do the work there",
          "detail": "Circleback Assistant can look up context and take actions in tools such as Linear, Notion, Asana, HubSpot, PostHog, Attio, Ashby, and Intercom. Automations can create Linear issues from assigned meeting action items, write action items to monday.com, and send outcomes to Slack, Salesforce, Zoho, and more. Zapier, Make, webhooks, and custom MCP servers cover the long tail.",
          "level": "strong"
        },
        "agentsAndApi": {
          "summary": "The same complete meeting data for people and AI agents",
          "detail": "Circleback is built for people and AI agents. The complete meeting record a person can access—its full speaker-labeled transcript, recording, notes, action items, metadata, attendees, and related people and companies—is also available programmatically through the public API, MCP, and CLI. The API also supports action-item updates. MCP and CLI are read-only and add search and retrieval across meetings, transcripts, action items, calendars, email, people, companies, and tags. Use the stack from ChatGPT or Claude, build internal tools, or receive meeting payloads by webhook.",
          "level": "strong"
        },
        "admin": {
          "summary": "Industry-leading security, privacy, and governance",
          "detail": "Customer data is encrypted at rest and in transit and never used to train models. Circleback is SOC 2 Type II, certified under the EU-U.S. Data Privacy Framework, supports GDPR obligations, and is HIPAA-compliant with BAAs available. The security portal includes compliance materials and an external infrastructure pentest report. Available controls include single sign-on (SAML or OIDC) and SCIM provisioning, configurable data retention and recording storage, enforced workspace and sharing settings, teams and roles, domain and API key access controls, centralized billing, usage reporting, and free viewer seats.",
          "level": "strong"
        },
        "languages": {
          "summary": "100+ transcription languages",
          "detail": "Users can choose from more than 100 meeting languages and separately control the output language used for generated notes.",
          "level": "strong"
        }
      },
      "sources": [
        {
          "label": "Circleback product guide",
          "url": "https://circleback.ai/llms.txt",
          "note": "Capture modes, apps, search, automations, integrations, recordings, MCP, CLI, webhooks, and security resources."
        },
        {
          "label": "Circleback pricing",
          "url": "https://circleback.ai/pricing",
          "note": "Current plan prices, included features, Business controls, Enterprise options, and free viewer seats."
        },
        {
          "label": "Circleback recording guide",
          "url": "https://support.circleback.ai/en/articles/11090138-getting-started-with-recording",
          "note": "Desktop, mobile, bot, and import capture paths for online and in-person conversations."
        },
        {
          "label": "Circleback optional recording storage",
          "url": "https://support.circleback.ai/en/articles/10581965-configure-whether-meeting-recordings-are-saved",
          "note": "Keep notes, action items, transcript, and insights while disabling stored audio and video."
        },
        {
          "label": "Circleback mobile and Apple Watch apps",
          "url": "https://circleback.ai/mobile",
          "note": "iOS, Android, and Apple Watch capture for in-person meetings and conversations."
        },
        {
          "label": "Circleback public API",
          "url": "https://circleback.ai/docs/api",
          "note": "Programmatic access to the complete meeting record available in Circleback, including notes, action items, transcripts, recordings, people, and companies."
        },
        {
          "label": "Circleback MCP documentation",
          "url": "https://support.circleback.ai/en/articles/13249081-circleback-mcp",
          "note": "Read-only access from ChatGPT, Claude, Cursor, Codex, and other MCP clients to meetings, transcripts, action items, people, companies, calendar, email, and tags."
        },
        {
          "label": "Circleback CLI documentation",
          "url": "https://support.circleback.ai/en/articles/14677613-circleback-cli",
          "note": "Command-line and JSON access to meetings, speaker-labeled transcripts, action items, calendars, email, people, companies, and cross-meeting action-item search."
        },
        {
          "label": "Circleback Assistant connectors",
          "url": "https://support.circleback.ai/en/articles/13615023-ask-circleback-assistant",
          "note": "Search and take action in connected work apps from Circleback Assistant."
        },
        {
          "label": "Circleback automatic sharing",
          "url": "https://support.circleback.ai/en/articles/10460582-automatically-share-meetings-with-your-workspace",
          "note": "Conditional sharing by meeting title, participants, invitee emails or domains, and tags to people, teams, or the workspace."
        },
        {
          "label": "Circleback enforced workspace settings",
          "url": "https://support.circleback.ai/en/articles/11095989-default-and-enforced-workspace-settings",
          "note": "Admin-controlled defaults for sharing access, recording storage, joining preferences, and other meeting settings."
        },
        {
          "label": "Circleback security and data processing",
          "url": "https://circleback.ai/dpa",
          "note": "Retention responsibilities, subprocessors, and United States primary processing operations."
        },
        {
          "label": "Circleback security overview",
          "url": "https://support.circleback.ai/en/articles/10460553-security",
          "note": "Encryption at rest and in transit, SOC 2 Type II, no-training commitment, GDPR support, HIPAA compliance and BAA availability, EU-U.S. Data Privacy Framework certification, and an external infrastructure pentest."
        },
        {
          "label": "Circleback security portal",
          "url": "https://security.circleback.ai/",
          "note": "Compliance materials, security controls, subprocessors, and an external infrastructure pentest report."
        },
        {
          "label": "Circleback action items in Linear",
          "url": "https://support.circleback.ai/en/articles/13622158-integrate-with-linear",
          "note": "Automatically create Linear issues from meeting action items and preserve the matched assignee."
        }
      ]
    },
    "label": "A third option to consider"
  },
  "faqs": [
    {
      "question": "Which is better: Fireflies.ai or Otter.ai?",
      "answer": "Fireflies has broader capture, integrations, API, and live sales help. Otter is easier to understand: affordable live transcription, mobile recording, and searchable conversations."
    },
    {
      "question": "Which is less expensive, Fireflies.ai or Otter.ai?",
      "answer": "Fireflies.ai: Free; Pro from $10/user/month annually. Otter.ai: Free; Pro from $8.33/user/month annually. Compare the paid seats, included usage, recording access, and admin features you actually need."
    },
    {
      "question": "Can Fireflies.ai and Otter.ai record without a bot?",
      "answer": "Fireflies.ai: Bot, bot-free desktop, mobile, and SDK-based capture. Otter.ai: Meeting agent or automatic bot-free desktop capture, plus mobile. The useful check is whether your required capture mode keeps video, a recording, and speaker names."
    },
    {
      "question": "Which is better for a whole company?",
      "answer": "First ask who gets each note automatically; otherwise useful context stays with the recorder. Then compare permissions, retention, and enforced defaults. Fireflies: Enterprise rules can auto-route, share, and enforce privacy. Otter: User auto-share and Enterprise workspace defaults."
    },
    {
      "question": "Can I access and move the full meeting data?",
      "answer": "Fireflies: GraphQL API, webhooks, and a rich remote MCP server. Otter: MCP broadly; API and webhooks on Enterprise. Check the selected plan, authentication model, transcript scope, export format, and retention window for the workflow you need."
    },
    {
      "question": "How was this comparison researched?",
      "answer": "We use first-party pricing pages, product pages, help docs, and release notes for both products. The sources are linked below."
    }
  ],
  "variableMeasured": [
    "Capture options",
    "Desktop and mobile",
    "In-person capture and speaker labels",
    "Recordings, playback, and clips",
    "Notes, action items, and search",
    "People, companies, and context",
    "Automatic sharing and workspace defaults",
    "Automations",
    "Integrations",
    "API, MCP, CLI, and data portability",
    "Security, privacy, and admin",
    "Languages"
  ],
  "sources": [
    {
      "productId": "fireflies-ai",
      "productName": "Fireflies.ai",
      "label": "Fireflies pricing guide",
      "url": "https://guide.fireflies.ai/articles/3734844560-learn-about-the-fireflies-pricing-plans",
      "note": "July 2026 prices and plan structure."
    },
    {
      "productId": "fireflies-ai",
      "productName": "Fireflies.ai",
      "label": "Fireflies unlimited free transcripts",
      "url": "https://guide.fireflies.ai/articles/8632872350-how-to-get-unlimited-meeting-transcripts-on-fireflies-ai-s-free-plan",
      "note": "Auto-join and Share-all requirements for unlimited free transcription."
    },
    {
      "productId": "fireflies-ai",
      "productName": "Fireflies.ai",
      "label": "Fireflies storage limits",
      "url": "https://guide.fireflies.ai/articles/4777633252-learn-about-meeting-storage-limits",
      "note": "Current storage limits by plan; its Free figure conflicts with an older Free-plan article."
    },
    {
      "productId": "fireflies-ai",
      "productName": "Fireflies.ai",
      "label": "Fireflies bot-free desktop recording",
      "url": "https://guide.fireflies.ai/articles/6666374717-how-to-record-meetings-without-a-bot-on-the-fireflies-desktop-app",
      "note": "No AV files, generic speakers, and Sales Assist limitation."
    },
    {
      "productId": "fireflies-ai",
      "productName": "Fireflies.ai",
      "label": "Fireflies desktop app",
      "url": "https://guide.fireflies.ai/articles/1208704416-getting-started-with-the-fireflies-desktop-app",
      "note": "Capture modes, Live Assist, and bot versus botless behavior."
    },
    {
      "productId": "fireflies-ai",
      "productName": "Fireflies.ai",
      "label": "Fireflies mobile app",
      "url": "https://guide.fireflies.ai/articles/8937818258-learn-about-fireflies-mobile-app",
      "note": "iOS/Android in-person recording, search, sharing, and tasks."
    },
    {
      "productId": "fireflies-ai",
      "productName": "Fireflies.ai",
      "label": "Fireflies speaker labels",
      "url": "https://guide.fireflies.ai/articles/4994477228-how-to-edit-speaker-labels-or-names-in-a-transcript",
      "note": "Manual corrections and the mobile-recording speaker-detection caveat."
    },
    {
      "productId": "fireflies-ai",
      "productName": "Fireflies.ai",
      "label": "Fireflies API",
      "url": "https://docs.fireflies.ai/introduction",
      "note": "GraphQL authentication, user/admin scope, available meeting data, and current Super Summary/Custom Apps gaps."
    },
    {
      "productId": "fireflies-ai",
      "productName": "Fireflies.ai",
      "label": "Fireflies MCP tools",
      "url": "https://docs.fireflies.ai/mcp-tools/overview",
      "note": "Remote MCP authentication, full meeting-data access, read/write tools, and experimental-tool status."
    },
    {
      "productId": "fireflies-ai",
      "productName": "Fireflies.ai",
      "label": "Fireflies AI credits",
      "url": "https://guide.fireflies.ai/articles/9606045468-fireflies-billing-terms",
      "note": "Workspace-pooled credit allowances, non-seat scaling, and add-on behavior."
    },
    {
      "productId": "fireflies-ai",
      "productName": "Fireflies.ai",
      "label": "Fireflies Tasks Feed",
      "url": "https://guide.fireflies.ai/articles/1574234155-learn-about-the-tasks-feed",
      "note": "Automatic task generation and assignment, all-team task views, completion, reassignment, and project-tool handoff."
    },
    {
      "productId": "fireflies-ai",
      "productName": "Fireflies.ai",
      "label": "Fireflies Linear integration",
      "url": "https://guide.fireflies.ai/articles/8360629677-how-to-integrate-linear-with-fireflies",
      "note": "Automatic issue creation, project and status routing, assigned-task filtering, and meeting-rule conditions."
    },
    {
      "productId": "fireflies-ai",
      "productName": "Fireflies.ai",
      "label": "Fireflies integration directory",
      "url": "https://fireflies.ai/integrations",
      "note": "Current first-party directory advertising 100+ integrations across CRM, project, collaboration, storage, and other categories."
    },
    {
      "productId": "fireflies-ai",
      "productName": "Fireflies.ai",
      "label": "Fireflies Rules Engine",
      "url": "https://guide.fireflies.ai/articles/4608292950-learn-about-the-rules-engine-feature",
      "note": "Enterprise conditions and actions for routing, automatic sharing, privacy enforcement, and deletion."
    },
    {
      "productId": "fireflies-ai",
      "productName": "Fireflies.ai",
      "label": "Fireflies recap privacy defaults",
      "url": "https://guide.fireflies.ai/articles/5319481450-how-to-configure-privacy-settings-for-your-meeting-recaps",
      "note": "Default teammates-and-link visibility, narrower audience choices, and retroactive privacy changes."
    },
    {
      "productId": "fireflies-ai",
      "productName": "Fireflies.ai",
      "label": "Fireflies data safety",
      "url": "https://guide.fireflies.ai/articles/2154538358-policy-on-keeping-information-safe",
      "note": "No-training and third-party zero-retention commitments plus governance controls."
    },
    {
      "productId": "fireflies-ai",
      "productName": "Fireflies.ai",
      "label": "Fireflies compliance recording modes",
      "url": "https://guide.fireflies.ai/articles/3598930706-set-up-transcript-only-mode-for-compliance",
      "note": "Full-record, text-only, summary-only, and summary-plus-audio retention modes."
    },
    {
      "productId": "fireflies-ai",
      "productName": "Fireflies.ai",
      "label": "Fireflies Enterprise controls",
      "url": "https://guide.fireflies.ai/articles/4771323041-learn-about-fireflies-enterprise-plan",
      "note": "SSO, SCIM, private storage, retention, and Super Admin access behavior."
    },
    {
      "productId": "otter-ai",
      "productName": "Otter.ai",
      "label": "Otter pricing",
      "url": "https://otter.ai/pricing",
      "note": "Current free, Pro, Business, and Enterprise allowances and feature gates."
    },
    {
      "productId": "otter-ai",
      "productName": "Otter.ai",
      "label": "Otter Basic-plan limits",
      "url": "https://help.otter.ai/hc/en-us/articles/360047538094-Conversation-import-and-app-limits-on-the-Basic-free-plan",
      "note": "Monthly minutes, per-conversation duration, lifetime imports, and 25-conversation history."
    },
    {
      "productId": "otter-ai",
      "productName": "Otter.ai",
      "label": "Otter desktop automatic recording",
      "url": "https://otter.ai/blog/never-miss-the-conversation-introducing-automatic-recording-in-otter-desktop",
      "note": "August 2026 automatic detection, reminders, and bot-free recording behavior for Zoom, Teams, Meet, and other browser calls."
    },
    {
      "productId": "otter-ai",
      "productName": "Otter.ai",
      "label": "Otter automatic sharing",
      "url": "https://help.otter.ai/hc/en-us/articles/20424842990999-Manage-auto-share-settings",
      "note": "Workspace defaults for automatic audience, collaborator permissions, and meeting-level overrides."
    },
    {
      "productId": "otter-ai",
      "productName": "Otter.ai",
      "label": "Otter supported languages",
      "url": "https://help.otter.ai/hc/en-us/articles/26660468516631-Transcribe-conversations-in-English-Spanish-French-German-Japanese-or-Chinese-Simplified",
      "note": "Six-language scope, beta languages, one-language behavior, French/English switching, and reprocessing limits."
    },
    {
      "productId": "otter-ai",
      "productName": "Otter.ai",
      "label": "Otter speaker identification",
      "url": "https://help.otter.ai/hc/en-us/articles/21665587209367-Speaker-Identification-Overview",
      "note": "Post-processing diarization, learned speaker names, generic labels for new voices, and live Zoom behavior."
    },
    {
      "productId": "otter-ai",
      "productName": "Otter.ai",
      "label": "Otter action items",
      "url": "https://help.otter.ai/hc/en-us/articles/25983095114519-Action-Items-Overview",
      "note": "Cross-meeting personal action-item view, transcript links, editing, reassignment, completion, and the lack of a workspace-wide all-assignees view."
    },
    {
      "productId": "otter-ai",
      "productName": "Otter.ai",
      "label": "Otter automatic action-item assignment",
      "url": "https://help.otter.ai/hc/en-us/articles/5093228433687-Conversation-Page-Overview",
      "note": "Automatic detection and assignment of meeting action items to relevant workspace members."
    },
    {
      "productId": "otter-ai",
      "productName": "Otter.ai",
      "label": "Otter AI Chat connectors",
      "url": "https://help.otter.ai/hc/en-us/articles/19682180167575-Otter-AI-Chat-Overview",
      "note": "Advanced-mode Gmail, Google Drive, Jira, Notion, and Salesforce connector capabilities plus plan and mobile-version caveats."
    },
    {
      "productId": "otter-ai",
      "productName": "Otter.ai",
      "label": "Otter Jira integration",
      "url": "https://help.otter.ai/hc/en-us/articles/40485786582551-Connect-Jira-to-Otter-ai",
      "note": "Automatic Jira issue creation from meeting actions with assignees, due dates, projects, source links, and AI Chat access."
    },
    {
      "productId": "otter-ai",
      "productName": "Otter.ai",
      "label": "Otter Slack integration",
      "url": "https://help.otter.ai/hc/en-us/articles/13627121851799-Connect-Slack-to-Otter-ai",
      "note": "Summary posting, recurring-meeting delivery, rich previews, access handling, and action-item notifications."
    },
    {
      "productId": "otter-ai",
      "productName": "Otter.ai",
      "label": "Otter SharePoint export",
      "url": "https://help.otter.ai/hc/en-us/articles/38533740881175-Connect-Microsoft-SharePoint-to-Otter-ai",
      "note": "Enterprise automatic transcript, summary, and metadata export plus administrator and account-manager setup."
    },
    {
      "productId": "otter-ai",
      "productName": "Otter.ai",
      "label": "Otter workspace auto-share controls",
      "url": "https://help.otter.ai/hc/en-us/articles/32589333117591-Manage-Workspace-auto-share-settings",
      "note": "Enterprise eligibility, selectable defaults, user overrides, and the privacy-lock exception."
    },
    {
      "productId": "otter-ai",
      "productName": "Otter.ai",
      "label": "Otter MCP server",
      "url": "https://help.otter.ai/hc/en-us/articles/35287607569687-Otter-MCP-Server",
      "note": "Authenticated meeting scope, shared meetings, supported clients, and lack of a public MCP API key."
    },
    {
      "productId": "otter-ai",
      "productName": "Otter.ai",
      "label": "Otter public API",
      "url": "https://help.otter.ai/hc/en-us/articles/4412365535895-Does-Otter-offer-an-open-API",
      "note": "Enterprise-only public API availability and account-manager enablement."
    },
    {
      "productId": "otter-ai",
      "productName": "Otter.ai",
      "label": "Otter privacy and model training",
      "url": "https://otter.ai/privacy-security",
      "note": "Proprietary-model training on de-identified recordings and transcripts, plus third-party provider no-training and zero-storage commitments."
    },
    {
      "productId": "otter-ai",
      "productName": "Otter.ai",
      "label": "Otter Enterprise controls",
      "url": "https://help.otter.ai/hc/en-us/articles/13352505516695-Enterprise-Admin-Controls-Overview",
      "note": "Enterprise no-training default, 2FA, export controls, audio removal, and advanced governance."
    },
    {
      "productId": "otter-ai",
      "productName": "Otter.ai",
      "label": "Otter retention policy",
      "url": "https://help.otter.ai/hc/en-us/articles/19500988656279-Set-a-custom-Data-Retention-policy",
      "note": "Account-manager configured retention for full conversations, recordings, or transcripts."
    },
    {
      "productId": "otter-ai",
      "productName": "Otter.ai",
      "label": "Otter conversation export",
      "url": "https://help.otter.ai/hc/en-us/articles/360047733634-Export-conversations",
      "note": "Individual and Business bulk exports across text, subtitle, and audio formats."
    }
  ],
  "methodology": {
    "approach": "First-party pricing, product documentation, help-center articles, and release notes. Capability levels describe documented breadth, not overall product quality. Competitor strengths and material plan or capture-mode limits are both included. No pay-to-play rankings.",
    "ratingLabels": {
      "strong": "Broad support",
      "available": "Available with limits",
      "limited": "Narrow or indirect",
      "not-available": "Not documented"
    },
    "ratingScale": {
      "strong": "Broad native support across the product or relevant paid plans.",
      "available": "Documented support with meaningful scope, mode, or plan limits.",
      "limited": "Narrow, indirect, beta, or substantially plan-gated support.",
      "not-available": "No current first-party documentation for a native option."
    },
    "claimLevelEvidence": "Each feature dimension includes the exact first-party sources used for both products.",
    "limitations": "Prices and features change. Check the linked sources and test both products on real calls."
  }
}
