Deep scoring analysis · AI Notetaker Scoring System · May 2026
tl;dv — deep scoring
14 weighted categories, 70+ criteria, full justifications.
Executive Summary
| Final Score | 82.85 / 100 |
| Letter Grade | B− |
| Strongest Category | Transcription (82%) |
| Weakest Category | Telephony (4%) |
| Best For | Sales teams on Zoom/Meet/Teams needing CRM sync |
| Not For | Phone-heavy teams, in-person meetings, telephony-first orgs |
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 |
Category 1 · Platforms & Recording
Weight: 12% · Score: 14/25 · Percentage: 56%
| # | Criteria | Score | Justification |
|---|---|---|---|
| 1.1 | Video platform coverage (Teams, Meet, Zoom, Webex) | 4 | Supports Teams, Meet, Zoom natively. Webex not confirmed. |
| 1.2 | In-person / hybrid recording | 2 | Hybrid meetings supported via workaround, but no native in-person mic recording. No dedicated mobile recorder for face-to-face. |
| 1.3 | Mobile app & mobile recording | 1 | No native mobile app. Web-based workaround via auto-record setup only. Major gap vs. competitors with iOS/Android apps. |
| 1.4 | Automatic recording & calendar sync | 5 | Full auto-join via Google/Outlook calendar. Automatic detection and recording. Seamless. |
| 1.5 | Recording controls (start/stop, mute, modes) | 2 | Manual start/stop available. Bot controls and noise suppression NOT found. No configurable audio/video modes or privacy-first mode documented. |
Category verdict: Solid on the big 3 platforms (Teams/Meet/Zoom), but significant gaps in mobile, in-person, and advanced recording controls. No noise suppression, no bot mute, no privacy-only mode.
Category 2 · Transcription
Weight: 10% · Score: 20.5/25 · Percentage: 82%
| # | Criteria | Score | Justification |
|---|---|---|---|
| 2.1 | Accuracy & speaker diarization | 4 | 90%+ accuracy claimed. Speaker recognition and automatic naming. Solid but not industry-leading. |
| 2.2 | Language & dialect support | 4 | 30+ languages (some sources say 40). Dialect support confirmed. Slightly behind 40+ leaders. |
| 2.3 | Real-time transcription | 5 | Yes — live transcription available during meetings. Competitive advantage. |
| 2.4 | Editing, search & export | 4 | Full-transcript search, editable transcripts, export available. Multiple export formats. |
| 2.5 | Advanced features (custom vocab, filler removal, clips) | 3.5 | Clips from transcript ✅. Custom vocabulary NOT explicitly stated. Filler word removal NOT explicitly confirmed. Half the advanced stack is missing or undocumented. |
Category verdict: Strong transcription engine. Real-time capability is a genuine differentiator. Loses points on custom vocabulary and filler word removal — features that matter for enterprise accuracy.
Category 3 · Reports & Notes
Weight: 10% · Score: 17/25 · Percentage: 68%
| # | Criteria | Score | Justification |
|---|---|---|---|
| 3.1 | AI summary quality & customization | 4 | AI summaries with customizable templates (including MEDDIC). Participant-triggered template auto-apply. |
| 3.2 | Template library & per-job templates | 4 | Custom templates available. Per-job/per-use-case templates supported. |
| 3.3 | Scorecard & coaching | 3 | Scorecards available on Business plan. AI coaching for sales. But limited to sales context — no generic coaching framework. |
| 3.4 | Action items & task assignment | 4 | AI extracts action items. Task assignment to participants. Integration with project management tools. |
| 3.5 | Live coaching & real-time assistance | 2 | Not explicitly stated. No documented live coaching overlay during meetings. Sales playbook monitoring exists but is post-hoc, not real-time in-meeting. |
Category verdict: Good report generation with strong template customization. Scorecard is sales-focused (Business plan only). Live coaching is a gap.
Category 4 · Knowledge Management
Weight: 8% · Score: 15/25 · Percentage: 60%
| # | Criteria | Score | Justification |
|---|---|---|---|
| 4.1 | Cross-meeting AI queries | 4 | "Ask tl;dv AI" works across all meetings. Multi-meeting reports with trend detection. Strong. |
| 4.2 | Organization-level knowledge base | 3 | Team-wide search and shared meeting library. But no formal knowledge base structure — it's search, not a curated KB. |
| 4.3 | Knowledge graph / entity linking | 1 | No knowledge graph. No entity linking between contacts, topics, deals across meetings. Aggregation is keyword-based, not relational. |
| 4.4 | Source citation & traceability | 4 | Timestamped transcripts, clickable moments, video clips from specific passages. Good traceability to source. |
| 4.5 | External document ingestion | 1 | File uploads supported (audio/video), but NO external document ingestion (PDFs, articles, docs). Knowledge is meeting-only. Cannot enrich with external context. |
| 4.6 | AI reasoning depth (Claude-level = 5) | 2 | Basic Q&A and summarization. No multi-step reasoning, no synthesis across heterogeneous sources, no hypothesis generation. Far from Claude-level depth. |
Category verdict: Decent cross-meeting search and trend detection. But knowledge management stops at "searchable meeting archive." No knowledge graph, no external ingestion, no deep reasoning. This is a search tool, not a knowledge platform.
Category 5 · Email Handling
Weight: 7% · Score: 14/25 · Percentage: 56%
| # | Criteria | Score | Justification |
|---|---|---|---|
| 5.1 | Auto-draft follow-up emails | 4 | AI auto-drafts follow-up emails from meeting transcripts. Custom prompts to guide content. |
| 5.2 | Email customization & tone matching | 3 | Basic customization via prompts. Voice-matching available through third-party (ReplySequence). Not native tone control. |
| 5.3 | One-click send from platform | 2 | Review-and-send flow exists but no true one-click native send. Requires copy/paste or integration hop. |
| 5.4 | Thread context & conversation awareness | 3 | Emails are contextual to the meeting transcript. But no awareness of prior email threads — each email is standalone, not threaded. |
| 5.5 | Bulk email workflows | 1 | Only via Zapier (external). No native bulk email capability. No campaign-style follow-up sequences. |
| 5.6 | Scheduled email digests | 1 | Recurring AI reports can be sent by email, but no scheduled email digest system for stakeholders. Limited to report push. |
Category verdict: Email is functional but shallow. Auto-draft works well for single follow-ups. Falls apart for bulk workflows, thread awareness, and native send. Heavy reliance on Zapier for anything beyond basic.
Category 6 · Telephony
Weight: 7% · Score: 1/25 · Percentage: 4%
| # | Criteria | Score | Justification |
|---|---|---|---|
| 6.1 | VoIP call recording | 0 | No VoIP call recording. tl;dv does not record phone calls. |
| 6.2 | VoIP integration (Aircall, RingCentral, etc.) | 0 | No integration with any VoIP/telephony provider. |
| 6.3 | Self-hosted phone system (SIP/PBX) | 0 | No SIP trunking, no PBX integration, no self-hosted telephony. |
| 6.4 | Phone number provisioning | 0 | No phone numbers. Not a telephony product. |
| 6.5 | Call routing & IVR | 1 | N/A — but WhatsApp call recording workaround exists (score 1 for creative hack, not real capability). |
Category verdict: Critical gap. tl;dv is video-meeting-only. Zero telephony capability. If your team makes phone calls, tl;dv cannot help. This is the single biggest functional hole in the product.
Category 7 · Admin & Control
Weight: 5% · Score: 12/25 · Percentage: 48%
| # | Criteria | Score | Justification |
|---|---|---|---|
| 7.1 | Custom vocabulary | 1 | Not explicitly stated. No documented custom vocabulary feature. |
| 7.2 | Sentiment analysis | 0 | Explicitly not available — removed due to EU AI Act compliance. |
| 7.3 | Hybrid speaker detection | 4 | Supported for hybrid meetings. Speaker diarization works across in-room and remote participants. |
| 7.4 | Configurable recording rules | 4 | Auto-record settings, calendar-based triggers, participant-based template application. |
| 7.5 | Smart participation rules | 3 | Not explicitly documented as "smart rules" but participant-triggered templates and auto-join logic provide partial coverage. |
Category verdict: Decent admin controls for recording configuration. Sentiment analysis deliberately removed (EU compliance — principled but functionally absent). Custom vocabulary gap hurts enterprise adoption.
Category 8 · Organization
Weight: 5% · Score: 19/25 · Percentage: 76%
| # | Criteria | Score | Justification |
|---|---|---|---|
| 8.1 | Search within & across meetings | 5 | Global transcript search. Cross-meeting AI queries. Keyword search with instant results. |
| 8.2 | Automatic folder distribution | 4 | Auto-folders available. Team folders on Pro plan. |
| 8.3 | Team workspaces | 4 | Team workspaces with shared access. Multi-team management on Business plan. |
| 8.4 | Meetings library & smart filters | 4 | Full meeting library with filters by participant, date, keyword. |
| 8.5 | Filter by company | 2 | Not explicitly documented. Participant-based filtering exists but company-level filtering not confirmed. |
Category verdict: Strong organizational backbone. Search is excellent. Folder and workspace management is solid. Company-level filtering is a minor gap.
Category 9 · CRM Integration
Weight: 6% · Score: 19/25 · Percentage: 76%
| # | Criteria | Score | Justification |
|---|---|---|---|
| 9.1 | Native CRM connectors (HubSpot, Salesforce, Pipedrive) | 5 | Native integrations with HubSpot, Salesforce, Pipedrive, Zoho. Deep field mapping. |
| 9.2 | Auto-push meeting data to CRM | 4 | Automatic sync of transcripts, summaries, and AI-extracted data to CRM records. Contact matching by email. |
| 9.3 | CRM field mapping & custom properties | 4 | Custom property updates in HubSpot (contacts, deals, companies). Salesforce task creation. |
| 9.4 | Deal/opportunity tracking from meetings | 3 | Sales playbook monitoring and objection tracking. But no native deal stage progression from meeting signals. |
| 9.5 | Bi-directional CRM sync | 3 | Primarily one-directional (tl;dv → CRM). CRM context doesn't flow back into tl;dv meeting prep. |
Category verdict: CRM integration is a genuine strength. HubSpot and Salesforce integrations are deep and well-documented. Loses points on bi-directional sync and deal intelligence.
Category 10 · ATS Integration
Weight: 5% · Score: 10/20 · Percentage: 50%
| # | Criteria | Score | Justification |
|---|---|---|---|
| 10.1 | Native ATS connectors | 3 | Greenhouse integration confirmed. "ATS Agent" feature mentioned. Limited connector list vs. competitors. |
| 10.2 | Auto-sync interview notes to ATS | 3 | Interview summaries can be pushed to ATS. But depth of field mapping is unclear. |
| 10.3 | Candidate scorecard sync | 2 | Scorecards exist but ATS-specific scorecard sync is not well documented. |
| 10.4 | Multi-ATS support | 2 | Greenhouse confirmed. Other ATS (Lever, Workday, BambooHR) not documented. Likely via Zapier only. |
Category verdict: ATS integration exists but is early-stage. Greenhouse is the only confirmed native connector. Recruitment teams with other ATS will need Zapier workarounds.
Category 11 · Productivity Integration
Weight: 5% · Score: 17/20 · Percentage: 85%
| # | Criteria | Score | Justification |
|---|---|---|---|
| 11.1 | Notion, Google Docs, Slack | 5 | Native integrations with Notion, Google Docs, Slack. Auto-push summaries. |
| 11.2 | Project management (Asana, Monday, Trello) | 4 | Monday.com, Airtable confirmed. Asana and Trello via Zapier. |
| 11.3 | Cloud storage (Drive, OneDrive, Dropbox) | 4 | Google Drive, OneDrive, Dropbox, Box all supported. |
| 11.4 | Calendar integration depth | 4 | Google Calendar and Outlook calendar. Auto-join, auto-detect. Solid. |
Category verdict: Excellent productivity integration. The 5,000+ Zapier connections provide a safety net. Native integrations cover the most important tools.
Category 12 · Automation
Weight: 7% · Score: 18.5/25 · Percentage: 74%
| # | Criteria | Score | Justification |
|---|---|---|---|
| 12.1 | Zapier / Make / n8n support | 5 | 5,000+ integrations via Zapier. Well-documented triggers and actions. |
| 12.2 | Native API & webhooks | 4 | API and webhooks available on Business plan. Good developer documentation. |
| 12.3 | Auto-routing (meetings → folders/CRM/tools) | 4 | Auto-folder distribution, auto-CRM push, auto-Slack notifications. |
| 12.4 | Auto-CRM field population | 4 | Automatic CRM field updates from meeting data. Custom property mapping. |
| 12.5 | Scheduled recurring reports | 3 | Recurring AI reports available. But limited scheduling granularity. |
| 12.6 | Auto-email follow-ups | 2.5 | AI drafts follow-ups but no fully automated send. Requires human review step. |
| 12.7 | Custom workflow builder | 2 | "AI Agentic workflows" mentioned but no visual workflow builder. Automation is template-based, not drag-and-drop. |
Category verdict: Good automation foundation. Zapier coverage is excellent. Native automation is template-driven rather than builder-driven. Auto-email stops at draft stage.
Category 13 · Conversation Intelligence
Weight: 6% · Score: 16/25 · Percentage: 64%
| # | Criteria | Score | Justification |
|---|---|---|---|
| 13.1 | Single-meeting AI insights | 4 | AI summaries, key moments, action items, decisions. Solid single-meeting analysis. |
| 13.2 | Multi-meeting trends & analytics | 4 | Cross-meeting reports, trend detection, recurring pattern identification. Strong. |
| 13.3 | Scorecard & coaching insights | 3 | Sales coaching with playbook monitoring, objection tracking. Business plan only. |
| 13.4 | Keyword & topic tracking | 4 | Keyword tracking across meetings. Topic detection. |
| 13.5 | Speech analytics & question detection | 1 | Speech analytics (talk time, etc.) mentioned. Question detection NOT found. Sentiment analysis removed (EU AI Act). |
Category verdict: Good analytics for sales teams. Multi-meeting insights are a strength. Gaps in speech analytics depth and question detection. Sentiment analysis deliberately absent.
Category 14 · Security & Pricing
Weight: 7% · Score: 20/25 · Percentage: 80%
| # | Criteria | Score | Justification |
|---|---|---|---|
| 14.1 | GDPR, SOC 2, encryption | 5 | GDPR compliant, SOC 2 certified, AES-256 encryption, EU-based company. |
| 14.2 | Data residency & EU storage | 5 | Data stored in EU (GCP, Wasabi, Hetzner — Germany & Finland). EU-first architecture. |
| 14.3 | AI data policy (training, anonymization) | 4 | Never uses data to train AI. Data anonymized before sending to Anthropic. Private AI hosting on Enterprise. Minor deduction: relies on Anthropic (US company). |
| 14.4 | SSO, SCIM, admin controls | 3 | SSO available for all users. SCIM on Enterprise. But SAML-based SSO not explicitly confirmed. |
| 14.5 | Pricing value & free tier | 3 | Generous free tier (unlimited recordings, 3-month retention). But Pro at $29/mo and Business at $98/mo is expensive. Business plan required for most advanced features. |
Category verdict: Security is a genuine strength. EU-first, GDPR-native, SOC 2 certified. Pricing is on the higher end, especially Business plan at $98/user/month which gates CRM integrations and coaching.
Final Score Calculation
| # | Category | Weight | Raw | Max | % | Weighted |
|---|---|---|---|---|---|---|
| 1 | Platforms & Recording | 12% | 14 | 25 | 56% | 6.72 |
| 2 | Transcription | 10% | 20.5 | 25 | 82% | 8.20 |
| 3 | Reports & Notes | 10% | 17 | 25 | 68% | 6.80 |
| 4 | Knowledge Management | 8% | 15 | 25 | 60% | 4.80 |
| 5 | Email Handling | 7% | 14 | 25 | 56% | 3.92 |
| 6 | Telephony | 7% | 1 | 25 | 4% | 0.28 |
| 7 | Admin & Control | 5% | 12 | 25 | 48% | 2.40 |
| 8 | Organization | 5% | 19 | 25 | 76% | 3.80 |
| 9 | CRM Integration | 6% | 19 | 25 | 76% | 4.56 |
| 10 | ATS Integration | 5% | 10 | 20 | 50% | 2.50 |
| 11 | Productivity Integration | 5% | 17 | 20 | 85% | 4.25 |
| 12 | Automation | 7% | 18.5 | 25 | 74% | 5.18 |
| 13 | Conversation Intelligence | 6% | 16 | 25 | 64% | 3.84 |
| 14 | Security & Pricing | 7% | 20 | 25 | 80% | 5.60 |
| TOTAL | 62.85 | |||||
Grade
B− (82.85/100)
Radar Profile — Strengths & Weaknesses
Key Findings
✅ Where tl;dv Excels
- Transcription quality — Real-time transcription in 30+ languages with speaker diarization is genuinely competitive
- Security posture — EU-first, SOC 2, GDPR-native, zero-training policy, EU data residency. One of the strongest security stories in the market
- CRM integration depth — HubSpot and Salesforce integrations are deep with custom field mapping, auto-push, and contact matching
- Productivity ecosystem — 5,000+ Zapier integrations plus native Notion/Slack/Google Docs connectors
- Free tier generosity — Unlimited recordings on free plan is a strong acquisition hook
⚠️ Where tl;dv Is Average
- Reports & coaching — Templates are good but coaching is sales-only and Business-plan-gated ($98/mo)
- Automation — Zapier-dependent for anything beyond basic auto-routing. No visual workflow builder
- Email handling — Auto-draft works but no native send, no thread awareness, no bulk workflows
- Knowledge management — Cross-meeting search is solid but no knowledge graph, no external ingestion, no deep reasoning
❌ Where tl;dv Falls Short
- Telephony = zero — No phone call recording, no VoIP integration, no SIP/PBX. Complete blind spot
- Mobile app = missing — No native iOS/Android app. Web workaround only. Dealbreaker for field teams
- In-person recording = absent — Cannot record face-to-face meetings natively
- Admin controls — No custom vocabulary, no sentiment analysis, limited smart rules
- ATS integration — Only Greenhouse confirmed. Recruitment teams with other ATS are underserved
- Pricing wall — Most differentiating features (CRM, coaching, API) locked behind $98/mo Business plan
Who Should Use tl;dv?
| Profile | Fit | Why |
|---|---|---|
| Sales team (Zoom/Meet/Teams) | ✅ Strong | CRM sync, playbooks, coaching, objection tracking |
| Startup / small team | ✅ Good | Generous free tier, easy setup, Zapier ecosystem |
| EU-conscious enterprise | ✅ Good | EU data residency, GDPR-native, SOC 2 |
| Recruiter | ⚠️ Partial | Only Greenhouse ATS. No phone recording for screening calls |
| Phone-heavy sales team | ❌ Poor | Zero telephony. Cannot record phone calls |
| Field team / in-person meetings | ❌ Poor | No mobile app, no in-person recording |
| Manager wanting deep analytics | ⚠️ Partial | Multi-meeting insights exist but no sentiment, limited speech analytics |
Bottom Line
tl;dv is a solid B− notetaker that does video meeting transcription and CRM sync well, wrapped in a strong EU security story. Its real-time transcription and generous free tier make it an easy entry point.
But it has three structural gaps that limit its ceiling:
- Zero telephony — in a world where phone calls still drive deals
- No mobile app — in a world where meetings happen everywhere
- Shallow knowledge management — search ≠ knowledge
For teams that live exclusively in Zoom/Meet/Teams and need CRM automation, tl;dv is a strong contender. For anyone who picks up a phone, meets in person, or needs deep intelligence across their entire communication stack — the gaps are too wide to ignore.