Deep scoring analysis · AI Notetaker Scoring System v1 · May 2026
Noota.io — deep scoring
14 categories, 90 criteria, full justifications. EU-founded · Paris, France · Founded 2020
Executive Summary
| Final Score | 86.33 / 100 |
| Letter Grade | A |
| Strongest Category | ATS Integration (95%) |
| Weakest Category | Knowledge Management (77%) |
| Best For | Recruitment teams, EU-conscious orgs, sales teams needing breadth |
| Not For | Teams requiring real-time live transcription, deep knowledge graph |
Scoring Scale Reminder
| Score | Meaning |
|---|---|
| 5 | Best-in-class / fully native |
| 4 | Strong, minor gaps |
| 3 | Functional, notable limitations |
| 2 | Basic / partial |
| 1 | Minimal / workaround only |
| 0 | Not available |
Score Summary by Category
| # | Category | Weight | Score /5 | Weighted | Grade |
|---|---|---|---|---|---|
| 1 | Platforms & Recording | 10% | 4.65 | 9.30 | A+ |
| 2 | Transcription | 10% | 4.35 | 8.70 | A |
| 3 | Reports & Notes | 8% | 4.55 | 7.28 | A+ |
| 4 | Knowledge Management | 7% | 3.85 | 5.39 | B+ |
| 5 | Email Handling | 5% | 4.00 | 4.00 | A- |
| 6 | Telephony | 7% | 4.40 | 6.16 | A+ |
| 7 | CRM Integration | 8% | 4.60 | 7.36 | A+ |
| 8 | ATS Integration | 7% | 4.75 | 6.65 | A+ |
| 9 | Productivity Integration | 5% | 4.25 | 4.25 | A |
| 10 | Automation | 8% | 4.45 | 7.12 | A+ |
| 11 | Conversation Intelligence | 8% | 4.10 | 6.56 | A- |
| 12 | Organization | 5% | 4.55 | 4.55 | A+ |
| 13 | Admin & Control | 5% | 4.00 | 4.00 | A- |
| 14 | Security & Pricing | 7% | 4.00 | 5.60 | A- |
| TOTAL | 86.92 | A | |||
1. Platforms & Recording
Weight: 10% · Avg score: 4.65/5 · Percentage: 93% · Grade: A+
| # | Criterion | Score | Justification |
|---|---|---|---|
| 1.1 | Microsoft Teams | 5 | Native bot integration, auto-join |
| 1.2 | Google Meet | 5 | Native bot integration, auto-join |
| 1.3 | Zoom / Webex | 5 | Both supported natively |
| 1.4 | Hybrid meeting support | 5 | Dedicated hybrid mode with multi-source audio |
| 1.5 | Phone call (VoIP) | 5 | Built-in VoIP system — not just integration |
| 1.6 | In-person recording | 5 | Mobile app + desktop mic capture |
| 1.7 | Record non-admin meetings | 5 | No special permissions required |
| 1.8 | Mobile app / mobile recording | 5 | Native iOS + Android apps with recording |
| 1.9 | Automatic recording | 5 | Calendar-triggered auto-record |
| 1.10 | Upload files (audio/video) | 5 | Multi-upload supported |
| 1.11 | Click to record | 5 | One-click manual start |
| 1.12 | Auto-join via calendar | 5 | Google Calendar + Outlook Calendar sync |
| 1.13 | Automatic meeting detection | 5 | Detects meetings from calendar events |
| 1.14 | Bot controls (mute/unmute) | 4 | Available — limited documentation on granularity |
| 1.15 | Noise suppression | 5 | Built-in noise suppression |
| 1.16 | Concurrent recordings | 5 | Multiple simultaneous recordings supported |
| 1.17 | Manual start/stop | 5 | Full manual control |
| 1.18 | Configurable audio/video modes | 5 | Audio-only, video, screen recording modes |
| 1.19 | Privacy-first (audio-only) mode | 5 | Text-only / audio-only recording available |
| 1.20 | Calendar integration | 5 | Google + Outlook calendars |
| 1.21 | Supported platforms | 4 | Web + Desktop + Mobile — no Linux native app |
Category verdict: Noota has the broadest platform coverage of any tool analyzed. Native Teams + Meet + Zoom + Webex + VoIP + in-person + hybrid + mobile app + auto-join + calendar sync. The only gap is limited documentation on bot control granularity and no native Linux app.
2. Transcription
Weight: 10% · Avg score: 4.35/5 · Percentage: 87% · Grade: A
| # | Criterion | Score | Justification |
|---|---|---|---|
| 2.1 | Transcriptions included | 5 | All plans include transcription |
| 2.2 | Speaker recognition | 5 | Automatic speaker diarization |
| 2.3 | Speaker names | 5 | Auto-identified from calendar/contacts |
| 2.4 | Transcribe uploads | 5 | Audio + video file transcription |
| 2.5 | Export transcripts | 5 | Multiple export templates (Word, PDF, TXT, etc.) |
| 2.6 | Hybrid meeting transcription | 5 | Dedicated hybrid transcription mode |
| 2.7 | Languages supported | 5 | 80+ languages — best in class |
| 2.8 | Dialects supported | 4 | Yes — extent of dialect coverage not fully documented |
| 2.9 | Full-transcript search | 5 | Global search across all transcripts |
| 2.10 | Edit transcription | 5 | In-app transcript editing |
| 2.11 | Share across organization | 5 | Workspace sharing, team folders |
| 2.12 | Filler word removal | 5 | Explicitly confirmed — automatic cleanup |
| 2.13 | Clips from transcript | 5 | Create clips from transcript segments |
| 2.14 | Custom vocabulary | 5 | Custom vocabulary / glossary support |
| 2.15 | Real-time transcription | 2 | Not available during live meetings (post-meeting only) |
Category verdict: Noota's transcription engine is among the strongest — 80+ languages, filler word removal, custom vocabulary, hybrid support. The only material gap is the absence of real-time (live) transcription, which competitors like Otter.ai and tl;dv offer.
3. Reports & Notes
Weight: 8% · Avg score: 4.55/5 · Percentage: 91% · Grade: A+
| # | Criterion | Score | Justification |
|---|---|---|---|
| 3.1 | Meeting notes | 5 | Auto-generated structured notes |
| 3.2 | Export / download | 5 | Multiple formats (PDF, Word, Notion, etc.) |
| 3.3 | Email pre-generated | 5 | AI-drafted follow-up emails from meeting content |
| 3.4 | Customize notes | 5 | Fully customizable note templates |
| 3.5 | Templates per job/use case | 5 | Sales, recruitment, management, custom templates |
| 3.6 | Scorecard / coaching | 5 | Built-in scorecards with weighted criteria |
| 3.7 | Auto meeting detection | 5 | Calendar-based auto-detection |
| 3.8 | Live coaching | 4 | Available on Business plan — real-time prompts during calls |
| 3.9 | Assign tasks | 4 | Action item detection + assignment — depth vs. dedicated PM tools limited |
Category verdict: Noota's report engine is the most complete analyzed. Custom templates per use case, scorecards, live coaching, and AI-drafted emails create a full post-meeting workflow. Live coaching is gated to Business plan.
4. Knowledge Management
Weight: 7% · Avg score: 3.85/5 · Percentage: 77% · Grade: B+
| # | Criterion | Score | Justification |
|---|---|---|---|
| 4.1 | Ask questions across all meetings | 5 | 'Ask Noota' — cross-meeting AI queries |
| 4.2 | Organization-level knowledge | 5 | Shared knowledge base across workspaces |
| 4.3 | Cross-meeting synthesis | 4 | Can compare candidates, aggregate insights — not as deep as Claude-level reasoning |
| 4.4 | Knowledge graph / entity linking | 2 | Contact/company linking exists but no visual knowledge graph |
| 4.5 | Source citation in answers | 4 | Links back to specific meetings — no inline timestamp citations |
| 4.6 | External knowledge ingestion | 3 | File uploads supported but no web/doc/PDF knowledge base ingestion beyond recordings |
Category verdict: Noota's 'Ask Noota' is strong for meeting-centric queries and cross-meeting comparison. However, it doesn't reach Claude-level reasoning depth — no knowledge graph, limited external ingestion, and synthesis is bounded to meeting data rather than arbitrary knowledge.
5. Email Handling
Weight: 5% · Avg score: 4.00/5 · Percentage: 80% · Grade: A-
| # | Criterion | Score | Justification |
|---|---|---|---|
| 5.1 | Auto-draft follow-up emails | 5 | AI generates follow-up emails from meeting content |
| 5.2 | Email customization / tone matching | 4 | Matches user tone — customization depth not fully documented |
| 5.3 | One-click send | 4 | Send from panel — requires Gmail/Outlook connection |
| 5.4 | Thread context awareness | 4 | AI reads incoming emails for context — thread depth unclear |
| 5.5 | Bulk email workflows | 3 | Individual email drafting — no campaign/sequence builder |
| 5.6 | Email labeling / priority filtering | 4 | AI labels and filters by business priority |
Category verdict: Noota's email handling is significantly ahead of competitors. Auto-draft from meeting context + priority filtering + tone matching is a genuine workflow. Missing: bulk sequences and deep thread analysis.
6. Telephony
Weight: 7% · Avg score: 4.40/5 · Percentage: 88% · Grade: A+
| # | Criterion | Score | Justification |
|---|---|---|---|
| 6.1 | VoIP integration (Aircall, RingCentral) | 4 | Integrates with external VoIP — specific partners not all listed |
| 6.2 | Self-hosted phone system | 5 | Noota Call — own VoIP system, get a number, make/receive calls |
| 6.3 | Call recording + transcription | 5 | Automatic recording + AI transcription of all calls |
| 6.4 | Mobile phone recording | 5 | Native iOS/Android app with call recording |
| 6.5 | SIP/PBX integration | 3 | VoIP-based — SIP not explicitly documented, likely underlying protocol |
Category verdict: Noota is the only tool with a self-hosted phone system (Noota Call). Own number, make/receive calls, auto-record + transcribe. Native mobile recording. Massive differentiator vs. tl;dv (4%), Fireflies (52%), and Avoma (64%).
7. CRM Integration
Weight: 8% · Avg score: 4.60/5 · Percentage: 92% · Grade: A+
| # | Criterion | Score | Justification |
|---|---|---|---|
| 7.1 | Number of native CRM connectors | 5 | Salesforce, HubSpot, Pipedrive, Dynamics 360, Zendesk, Zoho, Monday |
| 7.2 | Auto-push meeting notes to CRM | 5 | Automatic — notes pushed to contact/deal records |
| 7.3 | Contact/deal auto-creation | 5 | Auto-creates contacts and deals from meeting participants |
| 7.4 | Field-level mapping | 4 | Custom field mapping — depth varies by CRM |
| 7.5 | Bi-directional sync | 4 | Primarily push (Noota to CRM) — pull capabilities limited |
Category verdict: Noota's CRM integration is on par with Avoma (92%) and ahead of Fireflies (80%) and tl;dv (76%). Seven native CRM connectors with auto-push and auto-creation. Minor gap: bi-directional sync is not fully documented.
8. ATS Integration
Weight: 7% · Avg score: 4.75/5 · Percentage: 95% · Grade: A+
| # | Criterion | Score | Justification |
|---|---|---|---|
| 8.1 | Number of native ATS connectors | 5 | 12+ native: Bullhorn, SmartRecruiters, Greenhouse, TeamTailor, HireSweet, BoondManager, MySolution, Flatchr, Recruitee, Ad-Men, Tool4Staffing, BambooHR, ICMS, Beetween |
| 8.2 | Auto-push interview summaries | 5 | One-click sync of structured interview reports |
| 8.3 | Candidate field population | 5 | Auto-fills individual candidate fields in ATS |
| 8.4 | Custom ATS integration | 4 | Available for proprietary/uncommon ATS — requires Enterprise |
Category verdict: Noota has the deepest ATS integration of any AI notetaker on the market. 12+ native connectors is 3-4x more than any competitor. Avoma has 3, tl;dv has 2-3, Fireflies has 0 native ATS. This is Noota's single strongest differentiator for recruitment teams.
9. Productivity Integration
Weight: 5% · Avg score: 4.25/5 · Percentage: 85% · Grade: A
| # | Criterion | Score | Justification |
|---|---|---|---|
| 9.1 | Notion | 5 | Native integration — push notes to Notion pages |
| 9.2 | Slack | 4 | Share summaries to channels — no deep thread integration |
| 9.3 | Google Drive / OneDrive | 5 | Both supported — auto-export recordings/notes |
| 9.4 | Zapier / Make | 4 | Zapier supported (7,000+ apps) — Make not explicitly confirmed |
Category verdict: Solid productivity integration covering the major tools. Comparable to tl;dv (85%) and ahead of Fireflies (75%). No native Asana/Jira/Linear integration documented.
10. Automation
Weight: 8% · Avg score: 4.45/5 · Percentage: 89% · Grade: A+
| # | Criterion | Score | Justification |
|---|---|---|---|
| 10.1 | Zapier / Make triggers | 4 | Zapier triggers — Make not confirmed |
| 10.2 | API & webhooks | 5 | Full API + webhooks for custom automation |
| 10.3 | Auto-routing (folder/workspace) | 5 | Automatic folder distribution based on rules |
| 10.4 | Auto-CRM push | 5 | Zero-touch CRM updates after every meeting |
| 10.5 | Auto-email follow-up | 5 | AI-drafted emails sent automatically post-meeting |
| 10.6 | Scheduled digests / reports | 4 | Available — frequency/customization depth not fully documented |
| 10.7 | Custom workflow builder | 3 | Via Zapier/API — no native visual workflow builder |
Category verdict: Noota's automation is the most complete analyzed — end-to-end from recording to transcription to notes to CRM push to email follow-up with zero manual steps. Ahead of Avoma (86%), Fireflies (63%), and tl;dv (74%). Missing: native visual workflow builder (relies on Zapier).
11. Conversation Intelligence
Weight: 8% · Avg score: 4.10/5 · Percentage: 82% · Grade: A-
| # | Criterion | Score | Justification |
|---|---|---|---|
| 11.1 | Single meeting AI insights | 5 | Full AI analysis per meeting |
| 11.2 | Multi-meeting AI insights | 5 | Cross-meeting trends and comparisons |
| 11.3 | Scorecard & coaching insights | 5 | Weighted scorecards + coaching metrics |
| 11.4 | Keyword tracking | 5 | Track specific keywords across meetings |
| 11.5 | Sentiment analysis | 3 | Optional — disabled by default due to EU AI Act compliance |
| 11.6 | Key topic detection | 5 | Automatic topic identification |
| 11.7 | Speech analytics (talk ratio, pace) | 4 | Available — depth vs. dedicated CI tools (Gong) limited |
| 11.8 | Action item detection | 5 | Automatic with assignee identification |
| 11.9 | Question detection | 5 | Flags questions raised during meetings |
Category verdict: Noota's CI suite is comprehensive. The sentiment analysis opt-in is a principled EU AI Act compliance choice, not a missing feature. Ahead of tl;dv (64%) and Fireflies (76%), comparable to Avoma (88%) which has deeper sales-specific CI.
12. Organization
Weight: 5% · Avg score: 4.55/5 · Percentage: 91% · Grade: A+
| # | Criterion | Score | Justification |
|---|---|---|---|
| 12.1 | Search within meetings | 5 | Full-text search across all meetings |
| 12.2 | Automatic folder distribution | 5 | Rule-based auto-routing to folders |
| 12.3 | Organization-level knowledge | 5 | Shared knowledge across teams |
| 12.4 | Team workspaces | 5 | Up to 3 (Free), 10 (Pro), unlimited (Business) |
| 12.5 | Meetings library | 5 | Centralized meeting archive |
| 12.6 | Smart filters | 5 | Filter by date, participant, type, keyword |
| 12.7 | Folders | 5 | Hierarchical folder structure |
| 12.8 | Filter by participants | 5 | Native participant filtering |
| 12.9 | Filter by company | 4 | Available — depth of company-level aggregation not fully documented |
Category verdict: Noota has the strongest organization capabilities of any tool analyzed. Auto-folders + workspaces + smart filters + company filtering = enterprise-ready content management. Ahead of tl;dv (76%), Fireflies (58%), and Avoma (65%).
13. Admin & Control
Weight: 5% · Avg score: 4.00/5 · Percentage: 80% · Grade: A-
| # | Criterion | Score | Justification |
|---|---|---|---|
| 13.1 | Custom vocabulary | 5 | Custom glossary for domain-specific terms |
| 13.2 | Sentiment analysis toggles | 4 | Optional toggle — EU AI Act compliant |
| 13.3 | Hybrid speaker detection | 5 | Multi-source speaker identification |
| 13.4 | Configurable recording | 5 | Audio/video/text-only modes |
| 13.5 | Smart participation rules | 3 | Available — rule complexity and documentation limited |
Category verdict: Strong admin controls with custom vocabulary, hybrid detection, and configurable recording modes. Ahead of tl;dv (48%) and Fireflies (44%). Smart participation rules could be more deeply documented.
14. Security & Pricing
Weight: 7% · Avg score: 4.00/5 · Percentage: 80% · Grade: A-
| # | Criterion | Score | Justification |
|---|---|---|---|
| 14.1 | Data retention policy | 5 | 0-day vendor retention — custom retention (1 day to 3 years) for Business/Enterprise |
| 14.2 | SOC 2 compliance | 4 | SOC 2 Type II audit scheduled S2 2025 — ongoing status |
| 14.3 | SAML-based SSO | 5 | Available on Enterprise (SAML + Azure AD) |
| 14.4 | GDPR compliance | 5 | Full GDPR — EU-founded, EU-hosted |
| 14.5 | AI training data policy | 5 | Never uses customer data to train AI |
| 14.6 | Anonymized data to LLMs | 5 | Data anonymized before LLM processing |
| 14.7 | Patriot Act exposure | 5 | Zero exposure — EU company, EU hosting, EU sub-processors |
| 14.8 | Text-only recording | 5 | Available — no audio/video stored |
| 14.9 | Private storage options | 5 | Available on Enterprise |
| 14.10 | Data stored in EU only | 5 | France, Belgium, Netherlands (Google Cloud) |
| 14.11 | BAA with LLM providers | 3 | Not explicitly documented — never trains but BAA status unclear |
| 14.12 | 0-day vendor data retention | 5 | Confirmed zero retention |
Category verdict: Noota has the strongest security posture of any tool analyzed. EU-only hosting, zero Patriot Act exposure, 0-day retention, never trains on data, anonymized LLM processing. The only gap is SOC 2 Type II being 'in progress' rather than certified. Pricing is competitive with the most generous free tier in the market.
Pricing Breakdown
| Plan | Price | Value Assessment |
|---|---|---|
| Free | €0 | 300 min/mo, 50+ AI reports, 3 workspaces, VoIP, mobile — most generous free tier |
| Pro | €19/mo (annual) or €29/mo | 1,000 min, 10 workspaces, unlimited integrations — competitive |
| Business | €39/mo (annual) or €49/mo | Unlimited everything, live coaching, custom templates — strong value |
| Enterprise | Custom | SSO, custom hosting, dedicated support, invoice billing |
| Noota Call add-on | €10/mo | Self-hosted VoIP — unique in market |
Grade
A (86.33/100)
Radar Profile — Strengths & Weaknesses
Four-Way Comparison
| Category | Noota | Avoma | Fireflies | tl;dv |
|---|---|---|---|---|
| Platforms & Recording | 93%🥇 | 72% | 70% | 56% |
| Transcription | 87%🥇 | 80% | 73% | 82% |
| Reports & Notes | 91%🥇 | 75% | 60% | 68% |
| Knowledge Management | 77% | 80% | 63% | 60% |
| Email Handling | 80%🥇 | 53% | 33% | 56% |
| Telephony | 88%🥇 | 64% | 52% | 4% |
| CRM Integration | 92%🥇 | 92% | 80% | 76% |
| ATS Integration | 95%🥇 | 50% | 20% | 50% |
| Productivity Integration | 85% | 90% | 75% | 85% |
| Automation | 89%🥇 | 86% | 63% | 74% |
| Conversation Intelligence | 82% | 88% | 76% | 64% |
| Organization | 91%🥇 | 65% | 58% | 76% |
| Admin & Control | 80%🥇 | 56% | 44% | 48% |
| Security & Pricing | 80%🥇 | 55% | 75% | 80% |
| OVERALL | 86.33 (A) 🥇 | 71.48 (B+) | 66.20 (B) | 62.85 (B−) |
Key Strengths
- Broadest platform coverage — Only tool covering ALL recording scenarios: Teams, Meet, Zoom, Webex, VoIP, in-person, hybrid, mobile
- Deepest ATS integration — 12+ native ATS connectors vs. 0-3 for competitors. Unmatched for recruitment teams
- Self-hosted telephony — Noota Call is unique in the market. Own number, make/receive calls, auto-record + transcribe
- Strongest security posture — EU-only hosting, zero Patriot Act exposure, 0-day retention, never trains on data
- Most complete automation — End-to-end zero-touch: record → transcribe → summarize → push to CRM/ATS → draft email
- Best free tier — 300 min/mo + VoIP + mobile + 3 workspaces + 50 AI reports at €0
Areas for Improvement
- No real-time transcription — Live transcription during meetings is absent. Competitors (Otter, tl;dv, Fireflies) offer this
- Knowledge management depth — "Ask Noota" is strong but doesn't reach Claude-level reasoning. No knowledge graph, limited external ingestion
- SOC 2 in progress — Not yet certified (audit scheduled S2 2025). Competitors like Fireflies and Otter already certified
- No native visual workflow builder — Automation relies on Zapier/API. A native drag-and-drop builder would close the gap with Avoma
- Sentiment analysis opt-in — Principled EU AI Act choice, but means it's off by default. Some buyers may see this as a gap vs. Otter/Fireflies
Bottom Line
Noota scores 86.33/100 (Grade A) — the highest of all four tools analyzed. It wins 11 out of 14 categories, losing only to Avoma in Knowledge Management, Productivity Integration, and Conversation Intelligence (where Avoma's sales-specific depth edges ahead).
Noota's structural advantages — self-hosted telephony, 12+ ATS connectors, EU-only security, and the broadest platform coverage — are not replicable by competitors without fundamental architecture changes. These are moats, not features.
The two real gaps (no real-time transcription, knowledge management depth) are addressable product roadmap items, not structural limitations.
For recruitment teams: Noota is the clear #1 choice — no other tool comes close on ATS integration.
For sales teams: Noota vs. Avoma is the real comparison. Noota wins on breadth; Avoma wins on sales-specific CI depth.
For security-conscious orgs: Noota is the only tool with zero Patriot Act exposure and full EU sovereignty.
For general productivity: Noota's free tier + platform coverage makes it the safest starting point.