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Best AI Tools for Meeting Notes

StackScore Tools™ · Updated Jun 1, 2026How we score →
1

Fathom

Category StackScore™
89
Overall StackScore Tools™ 83

Free AI meeting recorder that transcribes, summarizes, and syncs notes directly to your CRM—the most specialized tool for meeting notes in this category.

Category Fit™
94
Operational40%
88
Trust25%
84
Market20%
85
Infrastructure15%
68
verified
Why these scores
Category Fit™

Purpose-built AI meeting recorder that automatically summarizes calls and auto-fills CRM with action items, making it the gold standard for meeting notes capture and distribution.

Operational

Fathom dominates its category with 6,684 G2 reviews at 5.0/5, confirmed unlimited free recording, 6,000+ Zapier integrations, native HubSpot/Salesforce/Slack/Asana sync, a public API, 1,443+ G2 mentions praising transcription accuracy, and a Capterra ease-of-use score of 4.97 — the only friction being the free tier's 5 AI summary/month cap.

Trust

SOC 2 Type II plus HIPAA and GDPR compliance are confirmed, AI sub-processors (Anthropic, OpenAI, Google) contractually barred from training on customer data, and a Trust Center is published; the score is modestly trimmed by ambiguous opt-out UX details and only minor status-page transparency relative to the product's scale.

Market

Named to G2's 2026 Best Global Software Top 100, HubSpot's Most Used App of 2025, and Business Insider's 2026 unicorn watchlist, with a $73M valuation backed by a $17M Series A (Sep 2024) and 6,684 G2 reviews reflecting strong adoption velocity across individual and enterprise segments.

Infrastructure

A public API is live at developers.fathom.ai with weekly changelog updates through May 2026 and GitHub activity as recent as Sep 2025, but versioning details, SDK availability (Python/JS), and webhook/streaming documentation are thin, capping the infrastructure ceiling despite healthy development cadence.

2

Zoom AI

Category StackScore™
85
Overall StackScore Tools™ 80

Built-in Zoom meeting summaries and smart recordings—convenient for existing Zoom users but less powerful than standalone alternatives.

Category Fit™
88
Operational40%
76
Trust25%
78
Market20%
88
Infrastructure15%
86
verified
Why these scores
Category Fit™

Native AI meeting summaries and smart recordings embedded directly in Zoom with automatic transcript and highlight generation, though feature depth lags dedicated tools.

Operational

Zoom AI Companion's core meeting-summary and workflow-integration capabilities are well-confirmed across 70K+ G2 reviews and deep native integrations with Salesforce, Slack, ServiceNow, and Microsoft/Google ecosystems, but documented summary-quality degradation (April 2025), misassigned action items, and occasional data-loss complaints pull output reliability into the 40–64 band, capping the operational score at 76.

Trust

Zoom holds SOC 2 Type II (Oct 2024–Oct 2025) plus ISO 27001 and HIPAA certifications and publicly reversed its AI-training-without-consent policy, but lingering reviewer complaints of AI-generated fictional action items and a 20–30% accuracy-issue rate across independent sources limit the trust score to 78.

Market

With ~55.9% global video-conferencing market share, $4.67B FY2026 revenue, 192,600 enterprise customers, 71,979 G2 reviews, and strong tier-1 press coverage of AI Companion 3.0 (December 2025), Zoom commands one of the strongest market positions of any AI collaboration tool, scoring 88.

Infrastructure

Zoom's developer platform features a versioned REST API with full webhook and MCP-server documentation, active changelogs updated through December 2025, multi-platform Meeting SDKs, LangChain/MCP orchestration support, and a public uptime history page, yielding a strong infrastructure score of 86.

3

Fireflies.ai

Category StackScore™
84
Overall StackScore Tools™ 78

AI meeting notetaker that records, transcribes, and searches across all platforms—purpose-built for capturing and organizing meeting discussions.

Category Fit™
92
Operational40%
82
Trust25%
78
Market20%
85
Infrastructure15%
58
reliability_declining
Why these scores
Category Fit™

Dedicated meeting notetaker that records, transcribes, and analyzes calls across all major platforms with searchable transcripts and speaker identification, directly addressing meeting notes workflows.

Operational

Fireflies.ai earns strong operational marks with 4.7/5 across 746+ G2 reviews, 60+ native integrations, Zapier/Make support, a documented GraphQL API, and a generous free tier with Pro at $10/seat/yr — but output reliability is constrained by known accuracy degradation under noisy conditions and multi-speaker overlap.

Trust

SOC 2 Type II, HIPAA, and GDPR compliance are confirmed alongside an explicit no-training-on-user-data policy, but a December 2025 BIPA class-action lawsuit (Cruz v. Fireflies.AI) alleging unconsented biometric data collection materially dents the privacy posture, and a status page showing multiple multi-hour warning events in April–June 2026 tempers incident transparency confidence.

Market

Fireflies reached unicorn status ($1B+ valuation via June 2025 tender offer) while profitable since 2023, claims 20M+ users across 500K+ organizations including 75% of Fortune 500, and secured a high-profile Perplexity AI partnership — among the strongest market signals in the AI meeting assistant category.

Infrastructure

The GraphQL API is versioned with a maintained changelog (v2.23+), a developer program exists, and development is active, but rate limits are not clearly documented, no official Python/JS SDK was confirmed, LangChain/MCP orchestration integrations are absent, and the absence of a published SLA alongside recurring multi-hour incidents in 2026 limits platform durability confidence.

4

Grain

Category StackScore™
80
Overall StackScore Tools™ 67

AI meeting recorder creating instant highlights and summaries—excellent for turning long meetings into shareable, actionable clips.

Category Fit™
90
Operational40%
81
Trust25%
71
Market20%
43
Infrastructure15%
53
Why these scores
Category Fit™

AI meeting recorder that creates shareable highlights and summaries from recorded meetings, with strong focus on making meeting moments discoverable and actionable for teams.

Operational

Grain scores well operationally with ~300 G2 reviews at ~4.6/5 stars, a generous free tier (20 meetings), 10+ native integrations including HubSpot, Salesforce, Slack, Zapier, Claude and ChatGPT, and consistent user praise for ease of use and transcription accuracy, with minor deductions for accent-related transcription variability and occasional HubSpot sync issues.

Trust

SOC 2 Type II certification is confirmed on grain.com/security, the privacy policy explicitly states no data selling and references GDPR, and a public status page exists, but company stability is weak given the last known funding raise was a Series A in April 2022 with no subsequent rounds identified, and AI training opt-out language was not explicitly confirmed.

Market

Grain has ~300 G2 reviews with active recent postings through April 2026 and solid ecosystem presence in HubSpot, Salesforce, and Zapier marketplaces, but the market score is significantly dragged down by a −15 auto-penalty for a last funding raise >36 months ago (Series A, April 2022) with no identifiable subsequent investment round.

Infrastructure

Grain offers a versioned public REST API (v2, with versioned headers dated 2025-10-31), OAuth2 authentication, and documented webhooks at developers.grain.com, and Claude/ChatGPT AI integrations are available, but no official SDK, undocumented rate limits (−8 penalty), and the last confirmed changelog update in December 2025 places development activity in the 91–180 day range from the evaluation date.

5

Claude

Category StackScore™
78
Overall StackScore Tools™ 75

Powerful AI for analyzing and summarizing meeting transcripts when pasted directly—versatile but requires manual transcript preparation.

Category Fit™
68
Operational40%
78
Trust25%
74
Market20%
72
Infrastructure15%
65
Why these scores
Category Fit™

Excellent at summarizing and organizing meeting transcripts pasted into chat, with strong reasoning for extracting action items, but requires manual transcript input and isn't meeting-native.

Operational

Claude delivers strong core task utility with consistent praise for low hallucination, natural writing style, large context window, and Claude Code's project-level understanding, but usage limit complaints on Pro tier and absence of native image generation are persistent, non-blocking friction points.

Trust

Anthropic is a safety-focused AI lab with enterprise HIPAA-readiness, SSO, SCIM, and audit logs available, but Trustpilot reports of April 2026 billing issues, unauthorized charges, and account compromises introduce meaningful trust concerns that offset otherwise solid privacy posture.

Market

Claude shows strong market momentum with Sonnet 5 now free-tier default, active quarterly model releases, Claude Code achieving near-perfect G2 scores, and Anthropic's well-known Tier-1 VC backing, though overall G2 review volume remains modest relative to ChatGPT.

Infrastructure

The API is versioned and well-documented with competitive token pricing, batch API discounts, and Agent SDK credit pools indicating orchestration maturity, but the June 2026 Fable/Mythos export-control suspension and billing architecture changes introduce platform durability concerns.

6

Sembly AI

Category StackScore™
77
Overall StackScore Tools™ 63

Records and generates meeting insights with strong action item detection—good for capturing team decisions but lighter on formatting.

Category Fit™
87
Operational40%
76
Trust25%
71
Market20%
43
Infrastructure15%
43
Why these scores
Category Fit™

AI meeting assistant generating insights and action items from team calls with strong focus on collaborative decision capture, though less polished than category leaders.

Operational

Sembly scores well operationally with a confirmed G2 rating of 4.6/5 across ~45 reviews, 40+ native integrations including Zapier, Salesforce, HubSpot, Slack, and Teams, a functional free tier (60 min/mo), and consistent user praise for ease of use and time savings, though some reliability complaints exist for very long meetings (3–7 hours) and one Trustpilot automation failure complaint tempers the output reliability sub-score.

Trust

Trust posture is solid: SOC 2 Type II and Microsoft 365 certified, GDPR + HIPAA compliance confirmed, AES-256 encryption at rest and TLS in transit, explicit training opt-out for Enterprise customers and opt-out settings for others via the Trust Center (updated 2025), and a privacy policy last modified May 2025 — though no dedicated public status page with 12-month uptime history was found, and company financial stability is limited.

Market

Adoption remains modest (~45 G2 reviews with slow growth) and funding is bootstrapped-level: ~$4.64M raised historically with the last institutional round in February 2022, supplemented by a 2025 StartEngine equity crowdfunding campaign at a $23M valuation with $143k MRR — real but limited market traction relative to better-funded competitors like Otter.ai and Fireflies.ai, triggering the flat-growth G2 penalty.

Infrastructure

Sembly offers a functional API with API-key authentication and documented webhook/outbound automation guides for developers, 40+ integrations via Membrane infrastructure and Zapier, and Microsoft 365 certification updated December 2025, indicating active development — but no public GitHub repository, no official SDKs, no versioned OpenAPI spec, no publicly documented rate limits, and no public changelog were found, capping the infrastructure score.

7

Tactiq

Category StackScore™
77
Overall StackScore Tools™ 60

Real-time meeting transcription with AI summaries—good for live note-taking but platform-specific coverage gaps.

Category Fit™
84
Operational40%
59
Trust25%
70
Market20%
62
Infrastructure15%
45
reliability_declining
Why these scores
Category Fit™

Real-time transcription and AI summaries for Google Meet, Zoom, and Teams with focus on instant note capture, though limited to specific platform integrations.

Operational

Tactiq's bot-free live transcription and AI summaries are broadly praised across 3,256+ Chrome Web Store reviews and multiple independent review sites, but transcription accuracy complaints appear in 20–40% of sources (some citing ~60% accuracy), a sparse G2 presence (<10 reviews) triggers a −10 penalty, and the Chrome-only capture model limits addressable workflows.

Trust

Strong trust posture anchored by ISO 27001, SOC 2 Type II, GDPR, and HIPAA certifications with explicit user data controls and OpenAI enterprise API (no model training on user data), partially offset by notable transcription accuracy concerns and a significant headcount contraction of 37.9% over 12 months raising operational stability flags.

Market

Over 2M meetings/month transcribed and a large Chrome Web Store install base signal solid consumer adoption, but $7.3M in seed funding from non-tier-1 VCs (Antler, Artiel) in July 2024 and a shrinking 18-person team limit the market confidence score; independent press coverage is consistent but not tier-1 tech media.

Infrastructure

Tactiq is a consumer Chrome extension with no clearly documented public REST API, no official SDKs, and an active changelog last updated June 2025; Zapier integration provides some orchestration surface, and a public status page with 25 tracked incidents since April 2024 demonstrates operational transparency, keeping the score within the consumer-tool baseline range.

8

Notion AI

Category StackScore™
77
Overall StackScore Tools™ 80

AI-powered note summarization within Notion—great for organizing notes post-meeting but requires manual capture or external transcription.

Category Fit™
72
Operational40%
78
Trust25%
80
Market20%
81
Infrastructure15%
81
verified
Why these scores
Category Fit™

AI summarization and brainstorming capabilities help organize meeting notes within Notion, but lacks meeting recording and transcription—better as post-meeting organization than live capture.

Operational

Notion AI scores strongly on integration depth (MCP, Zapier, Make, native API, Workers) and ease of use (G2 4.6/5, 11,857 reviews), but is penalised on ROI accessibility after the May 2025 removal of the standalone $10 AI add-on forced full AI features exclusively onto the Business tier at $20/user/month, and output reliability draws occasional complaints around database autofill inconsistency.

Trust

Notion explicitly confirms customer data is not used to train its models, holds SOC 2 Type II, ISO 27001:2022, and HIPAA certifications, and provides a GDPR DPA — strong pillars — though data is still routed through third-party AI partners (OpenAI, Anthropic) for inference, which introduces minor residual privacy ambiguity.

Market

With 11,857 G2 reviews, 100 million users, $600M ARR, Fortune 500 penetration exceeding 50%, and rapid AI agent product expansion through H1 2026, Notion shows robust adoption velocity and ecosystem signals; the only drag is that its last formal funding round was the 2021 Series D, offset by clear revenue-growth indicators.

Infrastructure

Notion's infrastructure is developer-mature: official JS and Python SDKs, a versioned REST API, a public MCP server updated for token efficiency in May 2026, Workers (serverless runtime in beta), webhooks, and a changelog updated through June 2026 — the only gaps are the absence of a publicly downloadable OpenAPI spec and SLA guarantees limited to Enterprise tiers.

9

Otter.ai

Category StackScore™
74
Overall StackScore Tools™ 62

Accurate meeting transcription and auto-summaries across Zoom, Teams, and Google Meet—reliable but competing with more specialized meeting tools.

Category Fit™
85
Operational40%
73
Trust25%
47
Market20%
66
Infrastructure15%
53
hype_risk
Why these scores
Category Fit™

Dedicated AI meeting assistant with strong transcription and summary capabilities, though broader focus on general audio transcription dilutes its meeting-specific optimization.

Operational

Otter.ai delivers well-confirmed core transcription and summarisation with Zoom/Teams/Meet integration, Zapier support, and a meaningful free tier, but transcription accuracy in noisy environments and occasional recording reliability issues keep it out of the top tier.

Trust

SOC 2 Type II and HIPAA certifications are strong positives, but a federal class action lawsuit filed in August 2025 alleging non-consensual recording and confirmed use of user audio to train models without an opt-out mechanism apply the −15 training penalty and depress both privacy and stability sub-scores significantly.

Market

Otter reached $100M ARR in March 2025 with a lean 200-person team, earned TechCrunch and CNBC coverage, and launched an MCP-powered Conversational Knowledge Engine in April 2026, but the last external funding round was February 2021 ($50M) with no subsequent raise disclosed.

Infrastructure

The April 2026 MCP client launch and active product changelog signal strong development velocity, but the public API is restricted to enterprise customers only, no official SDK exists, and rate limits are undocumented, limiting the developer surface score.

10

Notta

Category StackScore™
72
Overall StackScore Tools™ 61

Meeting transcription and notes across major platforms—solid generalist option but outpaced by specialist meeting recorders.

Category Fit™
83
Operational40%
69
Trust25%
50
Market20%
72
Infrastructure15%
44
Why these scores
Category Fit™

AI meeting assistant and transcription tool spanning Zoom, Teams, and Google Meet with summary generation, but less specialized feature depth than top alternatives.

Operational

Notta scores well on ease-of-use (G2 4.4/5, 234 reviews, beginner-friendly UI) and integration breadth (Zoom, Teams, Meet, Slack, Notion, Salesforce, HubSpot, Zapier), but output reliability is dragged down by 34+ G2 mentions of multi-speaker accuracy degradation and Trustpilot reports of random inserted words and transcription failures.

Trust

Despite holding SOC 2 Type II, ISO 27001, GDPR, and CCPA certifications with an active status page, trust is severely penalized by the confirmed default-on AI training policy with no self-serve opt-out for non-Enterprise users, compounded by a documented pattern of deceptive billing practices (unauthorized trial charges, impossible cancellations) spanning 2025–2026.

Market

A December 2025 Series B of $15M (total $31.8M raised) provides a strong funding signal within the 18-month window, and 234 active G2 reviews with named enterprise integrations (Salesforce, HubSpot) indicate solid mid-market traction, though review growth velocity is moderate rather than explosive.

Infrastructure

Notta's changelog is actively maintained with 2025–2026 entries covering AI enhancements and bug fixes, but no public developer REST API or SDK documentation was found; the platform relies on Zapier for third-party automation rather than a native developer surface, limiting infrastructure scores to the consumer-tool baseline.

Frequently asked

What is the best AI tool for Meeting Notes?

Fathom is our top pick for Meeting Notes, with a StackScore™ of 89/100. It leads 10 tools ranked specifically for Meeting Notes use cases.

What are the top AI tools for Meeting Notes?

The top picks are Fathom, Zoom AI, Fireflies.ai, Grain, Claude — see the full ranked list above, scored by category fit.

How are these Meeting Notes tools ranked?

By Category StackScore™ — how well each tool performs specifically for Meeting Notes, blending category fit (50%) with operational, trust, market, and infrastructure scores. Independent and evidence-backed.

More top 10 lists

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