{ "@context": "https://schema.org", "@type": "Dataset", "@id": "https://circleback.ai/compare/otter-ai-vs-read-ai#dataset", "schemaVersion": 4, "type": "SoftwareApplicationComparison", "slug": "otter-ai-vs-read-ai", "url": "https://circleback.ai/compare/otter-ai-vs-read-ai", "canonicalUrl": "https://circleback.ai/compare/otter-ai-vs-read-ai", "title": "Otter vs Read AI: pricing, features, and which is better", "description": "Compare Otter vs Read AI 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/otter-ai-vs-read-ai", "markdown": "https://circleback.ai/compare/otter-ai-vs-read-ai.md", "json": "https://circleback.ai/compare/otter-ai-vs-read-ai.json", "describedBy": "https://circleback.ai/compare/llms.txt" }, "editorialPerspective": "Neutral competitor comparison; Circleback is presented only as a labeled third option.", "verdict": "Otter is the more accessible live-transcription product. Read AI is the more analytical system, with engagement metrics, coaching, cross-tool search, and Enterprise playback.", "products": [ { "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." } ] }, { "id": "read-ai", "name": "Read AI", "shortName": "Read AI", "logoPath": "/marketing/comparisons/logos/read-ai.png", "website": "https://www.read.ai", "tagline": "Meeting summaries plus live engagement analytics and search across workplace content.", "positioning": "Read AI goes beyond notes with live engagement, sentiment, speaker metrics, Search Copilot, and access across meetings and other work sources. Its pricing looks approachable until recording playback and governance requirements push a team into Enterprise tiers.", "bestFor": "Teams that value live engagement/sentiment signals, speaker analytics, coaching, and a search assistant spanning multiple workplace content sources.", "lessIdealFor": "Teams that want recordings on ordinary plans, dislike behavioral scoring in meetings, need free viewer economics, or want simple transparent governance below Enterprise+.", "decisionSummary": { "fit": "Live engagement, sentiment, and speaker analytics", "chooseFor": [ "Manager coaching signals", "Cross-tool workplace search" ], "watchFor": [ "Playback requires Enterprise", "API/MCP beta; no static keys" ] }, "pricing": { "headline": "Free for 5 meetings/month; Pro from $15/user/month annually", "detail": "Prices are per user/month: Pro is $15 with annual billing or $19.75 month-to-month; Enterprise is $22.50 or $29.75 and adds playback; Enterprise+ is $29.75 or $39.75 and adds advanced retention, domain, SAML, and HIPAA-related options, with a five-license minimum.", "freePlan": "Yes: five meetings per month." }, "strengths": [ "Distinctive live engagement, sentiment, speaker, and meeting-quality analytics.", "Search Copilot reaches beyond meetings into connected email, messaging, and document sources.", "Automatic recaps and recurring-meeting pre-reads can carry action items and open questions into email, Slack, or Teams.", "Current macOS/Windows desktop plus iOS and Android in-person capture broaden the product beyond a meeting bot.", "Its open-beta REST API and MCP expose full speaker-labeled transcripts, summaries, actions, metrics, and recording download URLs for meetings the user can access." ], "tradeoffs": [ "Audio/video playback requires Enterprise or Enterprise+, while lower-tier source media is deleted after the documented grace period.", "Advanced retention, SAML, domain controls, and HIPAA support require Enterprise+ and its license minimum.", "Engagement and sentiment scoring can be useful for coaching but uncomfortable or noisy for some company cultures.", "Workspace licensing does not offer the same free-viewer model as some competitors.", "The API and MCP are open beta: OAuth tokens are short-lived, static keys/client credentials are not supported, and several app features and file upload are not exposed.", "Read says meeting data is not used for AI training without explicit opt-in, but its Customer Experience Improvement Program is enabled on an opt-out basis for product evaluation.", "Simply removing a person from a workspace does not revoke their account access or transfer their reports. Admins must deactivate the account and transfer workspace-owned reports as separate offboarding steps." ], "chooseIf": [ "Live engagement and speaker analytics are genuinely useful to your managers or facilitators.", "You want AI search across meetings plus connected workplace sources.", "You are comfortable with Enterprise pricing for playback and Enterprise+ for stronger governance." ], "features": { "capture": { "summary": "Meeting bot, macOS/Windows desktop, and mobile", "detail": "The assistant can join scheduled calls, while desktop records device audio without relying solely on a bot. Disclosure and opt-out flows remain part of the participant experience.", "level": "strong" }, "platforms": { "summary": "Web, macOS, Windows, iOS, and Android", "detail": "Desktop captures device audio for online meetings. The iPhone and Android apps record in-person conversations and put their reports beside Zoom, Meet, and Teams meetings; neither mobile app can record another app or phone call using the same microphone.", "level": "strong" }, "inPerson": { "summary": "iOS and Android real-time transcript and summary", "detail": "Both mobile apps record room conversations with a live transcript and summary. They do not capture phone calls, FaceTime, or a virtual-meeting app on the same device. In shared-room audio, distinct voices may begin as Conference Room — Speaker 1, Speaker 2, and so on; owners and editors can rename or reassign them afterward.", "level": "strong" }, "recordings": { "summary": "Playback only on Enterprise and Enterprise+", "detail": "Pro and free users can receive notes and transcripts, but source media is not a durable playback library. Read documents a 30-day grace period before lower-tier media deletion.", "level": "limited" }, "notesAndSearch": { "summary": "Summaries, action items, Search Copilot, and coaching analytics", "detail": "Read’s differentiated layer is live and post-meeting intelligence: engagement, sentiment, speaker stats, action items, and search across connected content. Recommendations can resurface recent work assigned to the user, but Read does not document a full workspace-wide task board with assignee and completion management comparable to dedicated action trackers.", "level": "strong" }, "companyMemory": { "summary": "Cross-source Search Copilot", "detail": "Search can span meetings, email, messages, and documents, which is broader than a transcript library. The experience is a search layer rather than explicit relationship timelines and upcoming-event pages.", "level": "strong" }, "sharing": { "summary": "Workspace-wide participant and team report access", "detail": "Workspace admins can set automatic report access for internal or external participants and give teams role-based access to matching reports, including retroactive access. Owners can send recaps and recurring-meeting pre-reads through email, Slack, or Teams. Participant rules use calendar invitees, including no-shows, and the owner’s settings govern each report, so teams should configure workspace controls deliberately.", "level": "strong" }, "automations": { "summary": "Recaps, pre-reads, scheduled updates, and agent actions", "detail": "Read can send post-meeting recaps, recurring-meeting pre-reads, and scheduled topic updates, while Ask Read actions can draft and send email, create calendar events, and update HubSpot after user approval. It is more opinionated around its own agents and intelligence outputs than a general meeting trigger/condition/action canvas.", "level": "available" }, "integrations": { "summary": "Calendar, conferencing, email, messaging, documents, and premium connectors", "detail": "Search Copilot’s cross-source coverage is a strength, although connector eligibility varies by paid plan.", "level": "strong" }, "agentsAndApi": { "summary": "Open-beta REST API and MCP with full meeting reports", "detail": "Read’s API and remote MCP can return meeting metadata, participants, summaries, chapters, action items, topics, metrics, full speaker-labeled transcripts, and recording-download URLs. They are open beta, use browser OAuth with short-lived rotating tokens, lack service credentials and file upload, and only reach reports the user can access unless an admin enables global report access.", "level": "available" }, "admin": { "summary": "Core admin on Enterprise; advanced governance on Enterprise+", "detail": "Retention, domain controls, SAML, and HIPAA-related capabilities are concentrated in Enterprise+. That plan currently carries a five-license minimum.", "level": "strong" }, "languages": { "summary": "Read’s pricing page says 20+; its detail table says 16+", "detail": "Read’s current pricing page uses “20+ languages” in the Free plan card but “16+ languages” in the detailed comparison table. The coverage is useful but materially narrower on paper than competitors advertising 75 or 100+; verify the language you need rather than relying on the headline count.", "level": "available" } }, "sources": [ { "label": "Read AI pricing", "url": "https://www.read.ai/plans-pricing", "note": "Current meeting limits, prices, languages, playback gate, governance, and Enterprise+ minimum." }, { "label": "Read AI desktop app", "url": "https://support.read.ai/hc/en-us/articles/45911611006995-How-to-Use-Read-s-Desktop-App-for-Windows-and-Mac", "note": "Device-audio recording and participant disclosure behavior." }, { "label": "Read AI iPhone app", "url": "https://support.read.ai/hc/en-us/articles/34467337929107-Read-AI-App-for-iPhone", "note": "In-person real-time transcript and summary." }, { "label": "Read AI Android app", "url": "https://support.read.ai/hc/en-us/articles/51863250182291-Read-AI-App-for-Android", "note": "Android in-person capture, live transcript and summary, and report access." }, { "label": "Read AI mobile capture limits", "url": "https://support.read.ai/hc/en-us/articles/51863422605203-Can-I-use-Read-s-mobile-app-to-record-calls-from-my-phone", "note": "Phone-call and same-device virtual-meeting limitations across iOS and Android." }, { "label": "Read AI speaker editing", "url": "https://support.read.ai/hc/en-us/articles/36169538719379-Can-I-edit-text-and-speaker-names-in-my-meeting-report", "note": "Generic same-room labels plus transcript-wide speaker renaming and turn reassignment." }, { "label": "Read AI recording availability", "url": "https://support.read.ai/hc/en-us/articles/15107171454739-Why-can-t-I-see-recordings-in-my-report-when-I-received-a-recording-notification-in-my-meeting", "note": "Enterprise playback requirement and lower-plan source-media deletion." }, { "label": "Read AI workspace sharing settings", "url": "https://support.read.ai/hc/en-us/articles/7962819152659-What-are-all-of-the-settings-and-permissions-available-with-Workspaces", "note": "Participant auto-sharing, team report access, and workspace distribution controls." }, { "label": "Read AI report distribution", "url": "https://support.read.ai/hc/en-us/articles/23219401248019-How-do-I-control-meeting-report-sharing-and-distribution", "note": "Owner-level participant sharing, invitee behavior, email/Slack/Teams recaps, recurring-meeting pre-reads, and workspace controls." }, { "label": "Read AI actions", "url": "https://support.read.ai/hc/en-us/articles/48863788829971-Using-Ask-Read-actions", "note": "Agent actions for HubSpot updates, approved email sending, calendar creation, and scheduled reports." }, { "label": "Read AI API and MCP overview", "url": "https://support.read.ai/hc/en-us/articles/49379985941523-Read-AI-API-and-MCP-Overview", "note": "Open-beta scope, prerequisites, OAuth and rate-limit constraints, permissions, and current feature gaps." }, { "label": "Read AI MCP tools", "url": "https://support.read.ai/hc/en-us/articles/49381158409491-MCP-Server", "note": "Full transcript, summary, action, metric, recording-download, agent-dispatch, and sharing tools." }, { "label": "Read AI data handling", "url": "https://support.read.ai/hc/en-us/articles/52055801266579-What-Does-Read-AI-Do-With-My-Data-Read-AI", "note": "Storage, access, AI-training consent, and the opt-out Customer Experience Improvement Program." }, { "label": "Read AI workspace offboarding", "url": "https://support.read.ai/hc/en-us/articles/27433066427283-How-do-I-offboard-someone-from-my-Read-workspace", "note": "Account deactivation, report transfer, and the limits of simply removing a workspace member." } ] } ], "dimensions": [ { "key": "capture", "label": "Capture options", "lead": "Both products document broad support for capture options, with different scope and plan limits.", "analysis": "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. Read AI: The assistant can join scheduled calls, while desktop records device audio without relying solely on a bot. Disclosure and opt-out flows remain part of the participant experience.", "productA": { "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." } ] }, "productB": { "id": "read-ai", "name": "Read AI", "summary": "Meeting bot, macOS/Windows desktop, and mobile", "detail": "The assistant can join scheduled calls, while desktop records device audio without relying solely on a bot. Disclosure and opt-out flows remain part of the participant experience.", "level": "strong", "sources": [ { "label": "Read AI desktop app", "url": "https://support.read.ai/hc/en-us/articles/45911611006995-How-to-Use-Read-s-Desktop-App-for-Windows-and-Mac", "note": "Device-audio recording and participant disclosure behavior." } ] } }, { "key": "platforms", "label": "Desktop and mobile", "lead": "Both products document broad support for desktop and mobile, with different scope and plan limits.", "analysis": "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. Read AI: Desktop captures device audio for online meetings. The iPhone and Android apps record in-person conversations and put their reports beside Zoom, Meet, and Teams meetings; neither mobile app can record another app or phone call using the same microphone.", "productA": { "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." } ] }, "productB": { "id": "read-ai", "name": "Read AI", "summary": "Web, macOS, Windows, iOS, and Android", "detail": "Desktop captures device audio for online meetings. The iPhone and Android apps record in-person conversations and put their reports beside Zoom, Meet, and Teams meetings; neither mobile app can record another app or phone call using the same microphone.", "level": "strong", "sources": [ { "label": "Read AI desktop app", "url": "https://support.read.ai/hc/en-us/articles/45911611006995-How-to-Use-Read-s-Desktop-App-for-Windows-and-Mac", "note": "Device-audio recording and participant disclosure behavior." }, { "label": "Read AI iPhone app", "url": "https://support.read.ai/hc/en-us/articles/34467337929107-Read-AI-App-for-iPhone", "note": "In-person real-time transcript and summary." }, { "label": "Read AI Android app", "url": "https://support.read.ai/hc/en-us/articles/51863250182291-Read-AI-App-for-Android", "note": "Android in-person capture, live transcript and summary, and report access." } ] } }, { "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": "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. Read AI: Both mobile apps record room conversations with a live transcript and summary. They do not capture phone calls, FaceTime, or a virtual-meeting app on the same device. In shared-room audio, distinct voices may begin as Conference Room — Speaker 1, Speaker 2, and so on; owners and editors can rename or reassign them afterward.", "productA": { "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." } ] }, "productB": { "id": "read-ai", "name": "Read AI", "summary": "iOS and Android real-time transcript and summary", "detail": "Both mobile apps record room conversations with a live transcript and summary. They do not capture phone calls, FaceTime, or a virtual-meeting app on the same device. In shared-room audio, distinct voices may begin as Conference Room — Speaker 1, Speaker 2, and so on; owners and editors can rename or reassign them afterward.", "level": "strong", "sources": [ { "label": "Read AI iPhone app", "url": "https://support.read.ai/hc/en-us/articles/34467337929107-Read-AI-App-for-iPhone", "note": "In-person real-time transcript and summary." }, { "label": "Read AI Android app", "url": "https://support.read.ai/hc/en-us/articles/51863250182291-Read-AI-App-for-Android", "note": "Android in-person capture, live transcript and summary, and report access." }, { "label": "Read AI mobile capture limits", "url": "https://support.read.ai/hc/en-us/articles/51863422605203-Can-I-use-Read-s-mobile-app-to-record-calls-from-my-phone", "note": "Phone-call and same-device virtual-meeting limitations across iOS and Android." }, { "label": "Read AI speaker editing", "url": "https://support.read.ai/hc/en-us/articles/36169538719379-Can-I-edit-text-and-speaker-names-in-my-meeting-report", "note": "Generic same-room labels plus transcript-wide speaker renaming and turn reassignment." } ] } }, { "key": "recordings", "label": "Recordings, playback, and clips", "lead": "Otter has broader documented support for recordings, playback, and clips.", "analysis": "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. Read AI: Pro and free users can receive notes and transcripts, but source media is not a durable playback library. Read documents a 30-day grace period before lower-tier media deletion.", "productA": { "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." } ] }, "productB": { "id": "read-ai", "name": "Read AI", "summary": "Playback only on Enterprise and Enterprise+", "detail": "Pro and free users can receive notes and transcripts, but source media is not a durable playback library. Read documents a 30-day grace period before lower-tier media deletion.", "level": "limited", "sources": [ { "label": "Read AI recording availability", "url": "https://support.read.ai/hc/en-us/articles/15107171454739-Why-can-t-I-see-recordings-in-my-report-when-I-received-a-recording-notification-in-my-meeting", "note": "Enterprise playback requirement and lower-plan source-media deletion." }, { "label": "Read AI pricing", "url": "https://www.read.ai/plans-pricing", "note": "Current meeting limits, prices, languages, playback gate, governance, and Enterprise+ minimum." } ] } }, { "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": "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. Read AI: Read’s differentiated layer is live and post-meeting intelligence: engagement, sentiment, speaker stats, action items, and search across connected content. Recommendations can resurface recent work assigned to the user, but Read does not document a full workspace-wide task board with assignee and completion management comparable to dedicated action trackers.", "productA": { "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." } ] }, "productB": { "id": "read-ai", "name": "Read AI", "summary": "Summaries, action items, Search Copilot, and coaching analytics", "detail": "Read’s differentiated layer is live and post-meeting intelligence: engagement, sentiment, speaker stats, action items, and search across connected content. Recommendations can resurface recent work assigned to the user, but Read does not document a full workspace-wide task board with assignee and completion management comparable to dedicated action trackers.", "level": "strong", "sources": [ { "label": "Read AI pricing", "url": "https://www.read.ai/plans-pricing", "note": "Current meeting limits, prices, languages, playback gate, governance, and Enterprise+ minimum." }, { "label": "Read AI report distribution", "url": "https://support.read.ai/hc/en-us/articles/23219401248019-How-do-I-control-meeting-report-sharing-and-distribution", "note": "Owner-level participant sharing, invitee behavior, email/Slack/Teams recaps, recurring-meeting pre-reads, and workspace controls." } ] } }, { "key": "companyMemory", "label": "People, companies, and context", "lead": "Read AI has broader documented support for people, companies, and context.", "analysis": "Otter: Otter can answer across conversations, but does not emphasize full relationship pages combining meetings, email, calendar, people, companies, and future events. Read AI: Search can span meetings, email, messages, and documents, which is broader than a transcript library. The experience is a search layer rather than explicit relationship timelines and upcoming-event pages.", "productA": { "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." } ] }, "productB": { "id": "read-ai", "name": "Read AI", "summary": "Cross-source Search Copilot", "detail": "Search can span meetings, email, messages, and documents, which is broader than a transcript library. The experience is a search layer rather than explicit relationship timelines and upcoming-event pages.", "level": "strong", "sources": [ { "label": "Read AI pricing", "url": "https://www.read.ai/plans-pricing", "note": "Current meeting limits, prices, languages, playback gate, governance, and Enterprise+ minimum." } ] } }, { "key": "sharing", "label": "Automatic sharing and workspace defaults", "lead": "Read AI has broader documented support for automatic sharing and workspace defaults.", "analysis": "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. Read AI: Workspace admins can set automatic report access for internal or external participants and give teams role-based access to matching reports, including retroactive access. Owners can send recaps and recurring-meeting pre-reads through email, Slack, or Teams. Participant rules use calendar invitees, including no-shows, and the owner’s settings govern each report, so teams should configure workspace controls deliberately.", "productA": { "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." } ] }, "productB": { "id": "read-ai", "name": "Read AI", "summary": "Workspace-wide participant and team report access", "detail": "Workspace admins can set automatic report access for internal or external participants and give teams role-based access to matching reports, including retroactive access. Owners can send recaps and recurring-meeting pre-reads through email, Slack, or Teams. Participant rules use calendar invitees, including no-shows, and the owner’s settings govern each report, so teams should configure workspace controls deliberately.", "level": "strong", "sources": [ { "label": "Read AI workspace sharing settings", "url": "https://support.read.ai/hc/en-us/articles/7962819152659-What-are-all-of-the-settings-and-permissions-available-with-Workspaces", "note": "Participant auto-sharing, team report access, and workspace distribution controls." }, { "label": "Read AI report distribution", "url": "https://support.read.ai/hc/en-us/articles/23219401248019-How-do-I-control-meeting-report-sharing-and-distribution", "note": "Owner-level participant sharing, invitee behavior, email/Slack/Teams recaps, recurring-meeting pre-reads, and workspace controls." } ] } }, { "key": "automations", "label": "Automations", "lead": "Both products support automations, with different scope and plan limits.", "analysis": "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. Read AI: Read can send post-meeting recaps, recurring-meeting pre-reads, and scheduled topic updates, while Ask Read actions can draft and send email, create calendar events, and update HubSpot after user approval. It is more opinionated around its own agents and intelligence outputs than a general meeting trigger/condition/action canvas.", "productA": { "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." } ] }, "productB": { "id": "read-ai", "name": "Read AI", "summary": "Recaps, pre-reads, scheduled updates, and agent actions", "detail": "Read can send post-meeting recaps, recurring-meeting pre-reads, and scheduled topic updates, while Ask Read actions can draft and send email, create calendar events, and update HubSpot after user approval. It is more opinionated around its own agents and intelligence outputs than a general meeting trigger/condition/action canvas.", "level": "available", "sources": [ { "label": "Read AI report distribution", "url": "https://support.read.ai/hc/en-us/articles/23219401248019-How-do-I-control-meeting-report-sharing-and-distribution", "note": "Owner-level participant sharing, invitee behavior, email/Slack/Teams recaps, recurring-meeting pre-reads, and workspace controls." }, { "label": "Read AI actions", "url": "https://support.read.ai/hc/en-us/articles/48863788829971-Using-Ask-Read-actions", "note": "Agent actions for HubSpot updates, approved email sending, calendar creation, and scheduled reports." } ] } }, { "key": "integrations", "label": "Integrations", "lead": "Both products document broad support for integrations, with different scope and plan limits.", "analysis": "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. Read AI: Search Copilot’s cross-source coverage is a strength, although connector eligibility varies by paid plan.", "productA": { "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." } ] }, "productB": { "id": "read-ai", "name": "Read AI", "summary": "Calendar, conferencing, email, messaging, documents, and premium connectors", "detail": "Search Copilot’s cross-source coverage is a strength, although connector eligibility varies by paid plan.", "level": "strong", "sources": [ { "label": "Read AI pricing", "url": "https://www.read.ai/plans-pricing", "note": "Current meeting limits, prices, languages, playback gate, governance, and Enterprise+ minimum." } ] } }, { "key": "agentsAndApi", "label": "API, MCP, CLI, and data portability", "lead": "Both products support API, MCP, CLI, and data portability, with different scope and plan limits.", "analysis": "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. Read AI: Read’s API and remote MCP can return meeting metadata, participants, summaries, chapters, action items, topics, metrics, full speaker-labeled transcripts, and recording-download URLs. They are open beta, use browser OAuth with short-lived rotating tokens, lack service credentials and file upload, and only reach reports the user can access unless an admin enables global report access.", "productA": { "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." } ] }, "productB": { "id": "read-ai", "name": "Read AI", "summary": "Open-beta REST API and MCP with full meeting reports", "detail": "Read’s API and remote MCP can return meeting metadata, participants, summaries, chapters, action items, topics, metrics, full speaker-labeled transcripts, and recording-download URLs. They are open beta, use browser OAuth with short-lived rotating tokens, lack service credentials and file upload, and only reach reports the user can access unless an admin enables global report access.", "level": "available", "sources": [ { "label": "Read AI API and MCP overview", "url": "https://support.read.ai/hc/en-us/articles/49379985941523-Read-AI-API-and-MCP-Overview", "note": "Open-beta scope, prerequisites, OAuth and rate-limit constraints, permissions, and current feature gaps." }, { "label": "Read AI MCP tools", "url": "https://support.read.ai/hc/en-us/articles/49381158409491-MCP-Server", "note": "Full transcript, summary, action, metric, recording-download, agent-dispatch, and sharing tools." } ] } }, { "key": "admin", "label": "Security, privacy, and admin", "lead": "Read AI has broader documented support for security, privacy, and admin.", "analysis": "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. Read AI: Retention, domain controls, SAML, and HIPAA-related capabilities are concentrated in Enterprise+. That plan currently carries a five-license minimum.", "productA": { "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." } ] }, "productB": { "id": "read-ai", "name": "Read AI", "summary": "Core admin on Enterprise; advanced governance on Enterprise+", "detail": "Retention, domain controls, SAML, and HIPAA-related capabilities are concentrated in Enterprise+. That plan currently carries a five-license minimum.", "level": "strong", "sources": [ { "label": "Read AI pricing", "url": "https://www.read.ai/plans-pricing", "note": "Current meeting limits, prices, languages, playback gate, governance, and Enterprise+ minimum." }, { "label": "Read AI workspace sharing settings", "url": "https://support.read.ai/hc/en-us/articles/7962819152659-What-are-all-of-the-settings-and-permissions-available-with-Workspaces", "note": "Participant auto-sharing, team report access, and workspace distribution controls." }, { "label": "Read AI workspace offboarding", "url": "https://support.read.ai/hc/en-us/articles/27433066427283-How-do-I-offboard-someone-from-my-Read-workspace", "note": "Account deactivation, report transfer, and the limits of simply removing a workspace member." }, { "label": "Read AI data handling", "url": "https://support.read.ai/hc/en-us/articles/52055801266579-What-Does-Read-AI-Do-With-My-Data-Read-AI", "note": "Storage, access, AI-training consent, and the opt-out Customer Experience Improvement Program." } ] } }, { "key": "languages", "label": "Languages", "lead": "Read AI has broader documented support for languages.", "analysis": "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. Read AI: Read’s current pricing page uses “20+ languages” in the Free plan card but “16+ languages” in the detailed comparison table. The coverage is useful but materially narrower on paper than competitors advertising 75 or 100+; verify the language you need rather than relying on the headline count.", "productA": { "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." } ] }, "productB": { "id": "read-ai", "name": "Read AI", "summary": "Read’s pricing page says 20+; its detail table says 16+", "detail": "Read’s current pricing page uses “20+ languages” in the Free plan card but “16+ languages” in the detailed comparison table. The coverage is useful but materially narrower on paper than competitors advertising 75 or 100+; verify the language you need rather than relying on the headline count.", "level": "available", "sources": [ { "label": "Read AI pricing", "url": "https://www.read.ai/plans-pricing", "note": "Current meeting limits, prices, languages, playback gate, governance, and Enterprise+ minimum." } ] } } ], "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: Otter.ai or Read AI?", "answer": "Otter is the more accessible live-transcription product. Read AI is the more analytical system, with engagement metrics, coaching, cross-tool search, and Enterprise playback." }, { "question": "Which is less expensive, Otter.ai or Read AI?", "answer": "Otter.ai: Free; Pro from $8.33/user/month annually. Read AI: Free for 5 meetings/month; Pro from $15/user/month annually. Compare the paid seats, included usage, recording access, and admin features you actually need." }, { "question": "Can Otter.ai and Read AI record without a bot?", "answer": "Otter.ai: Meeting agent or automatic bot-free desktop capture, plus mobile. Read AI: Meeting bot, macOS/Windows desktop, and 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. Otter: User auto-share and Enterprise workspace defaults. Read AI: Workspace-wide participant and team report access." }, { "question": "Can I access and move the full meeting data?", "answer": "Otter: MCP broadly; API and webhooks on Enterprise. Read AI: Open-beta REST API and MCP with full meeting reports. 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": "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." }, { "productId": "read-ai", "productName": "Read AI", "label": "Read AI pricing", "url": "https://www.read.ai/plans-pricing", "note": "Current meeting limits, prices, languages, playback gate, governance, and Enterprise+ minimum." }, { "productId": "read-ai", "productName": "Read AI", "label": "Read AI desktop app", "url": "https://support.read.ai/hc/en-us/articles/45911611006995-How-to-Use-Read-s-Desktop-App-for-Windows-and-Mac", "note": "Device-audio recording and participant disclosure behavior." }, { "productId": "read-ai", "productName": "Read AI", "label": "Read AI iPhone app", "url": "https://support.read.ai/hc/en-us/articles/34467337929107-Read-AI-App-for-iPhone", "note": "In-person real-time transcript and summary." }, { "productId": "read-ai", "productName": "Read AI", "label": "Read AI Android app", "url": "https://support.read.ai/hc/en-us/articles/51863250182291-Read-AI-App-for-Android", "note": "Android in-person capture, live transcript and summary, and report access." }, { "productId": "read-ai", "productName": "Read AI", "label": "Read AI mobile capture limits", "url": "https://support.read.ai/hc/en-us/articles/51863422605203-Can-I-use-Read-s-mobile-app-to-record-calls-from-my-phone", "note": "Phone-call and same-device virtual-meeting limitations across iOS and Android." }, { "productId": "read-ai", "productName": "Read AI", "label": "Read AI speaker editing", "url": "https://support.read.ai/hc/en-us/articles/36169538719379-Can-I-edit-text-and-speaker-names-in-my-meeting-report", "note": "Generic same-room labels plus transcript-wide speaker renaming and turn reassignment." }, { "productId": "read-ai", "productName": "Read AI", "label": "Read AI recording availability", "url": "https://support.read.ai/hc/en-us/articles/15107171454739-Why-can-t-I-see-recordings-in-my-report-when-I-received-a-recording-notification-in-my-meeting", "note": "Enterprise playback requirement and lower-plan source-media deletion." }, { "productId": "read-ai", "productName": "Read AI", "label": "Read AI workspace sharing settings", "url": "https://support.read.ai/hc/en-us/articles/7962819152659-What-are-all-of-the-settings-and-permissions-available-with-Workspaces", "note": "Participant auto-sharing, team report access, and workspace distribution controls." }, { "productId": "read-ai", "productName": "Read AI", "label": "Read AI report distribution", "url": "https://support.read.ai/hc/en-us/articles/23219401248019-How-do-I-control-meeting-report-sharing-and-distribution", "note": "Owner-level participant sharing, invitee behavior, email/Slack/Teams recaps, recurring-meeting pre-reads, and workspace controls." }, { "productId": "read-ai", "productName": "Read AI", "label": "Read AI actions", "url": "https://support.read.ai/hc/en-us/articles/48863788829971-Using-Ask-Read-actions", "note": "Agent actions for HubSpot updates, approved email sending, calendar creation, and scheduled reports." }, { "productId": "read-ai", "productName": "Read AI", "label": "Read AI API and MCP overview", "url": "https://support.read.ai/hc/en-us/articles/49379985941523-Read-AI-API-and-MCP-Overview", "note": "Open-beta scope, prerequisites, OAuth and rate-limit constraints, permissions, and current feature gaps." }, { "productId": "read-ai", "productName": "Read AI", "label": "Read AI MCP tools", "url": "https://support.read.ai/hc/en-us/articles/49381158409491-MCP-Server", "note": "Full transcript, summary, action, metric, recording-download, agent-dispatch, and sharing tools." }, { "productId": "read-ai", "productName": "Read AI", "label": "Read AI data handling", "url": "https://support.read.ai/hc/en-us/articles/52055801266579-What-Does-Read-AI-Do-With-My-Data-Read-AI", "note": "Storage, access, AI-training consent, and the opt-out Customer Experience Improvement Program." }, { "productId": "read-ai", "productName": "Read AI", "label": "Read AI workspace offboarding", "url": "https://support.read.ai/hc/en-us/articles/27433066427283-How-do-I-offboard-someone-from-my-Read-workspace", "note": "Account deactivation, report transfer, and the limits of simply removing a workspace member." } ], "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." } }