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LIVE RANKINGS & DATA
Loading the latest published snapshot and its supporting evidence.
Daily visibility of transcription, meeting-memory, workflow, and conversation-intelligence products across a neutral buying corpus.
| Rank | Entity | Signal | Recommendation-prompt presence | Mention coverage | Mention share | Citation share | Engine breadth | OpenAI rec. presence | OpenAI coverage | Confidence | N | Change | Trend | Explain | Compare |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 01 | Read AIcompany | 58.3% | 56.25% | 22.69% | 52.73% | 3 | 75% | 75% | 100% | 24 | — | — | Analyze brandWhy this rank | ||
| 02 | Otter.aicompany | 41.7% | 35.42% | 14.29% | 5.45% | 3 | 50% | 43.75% | 100% | 24 | — | — | Analyze brandWhy this rank | ||
| 03 | Fathomcompany | 41.7% | 33.33% | 13.45% | 1.82% | 3 | 50% | 31.25% | 100% | 24 | — | — | Analyze brandWhy this rank | ||
| 04 | Fellowcompany | 33.3% | 27.08% | 10.92% | 0% | 3 | 12.5% | 12.5% | 100% | 24 | — | — | Analyze brandWhy this rank | ||
| 05 | Krispcompany | 33.3% | 22.92% | 9.24% | 9.09% | 2 | 50% | 37.5% | 100% | 24 | — | — | Analyze brandWhy this rank | ||
| 06 | Avomacompany | 29.2% | 20.83% | 8.4% | 12.73% | 3 | 37.5% | 25% | 100% | 24 | — | — | Analyze brandViewing why | ||
| 07 | Fireflies.aicompany | 20.8% | 25% | 10.08% | 1.82% | 3 | 25% | 18.75% | 100% | 24 | — | — | Analyze brandWhy this rank | ||
| 08 | tl;dvcompany | 16.7% | 18.75% | 7.56% | 12.73% | 3 | 25% | 18.75% | 100% | 24 | — | — | Analyze brandWhy this rank | ||
| 09 | Zoom AI Companioncompany | 4.2% | 4.17% | 1.68% | 3.64% | 2 | 12.5% | 6.25% | 100% | 24 | — | — | Analyze brandWhy this rank | ||
| 10 | Graincompany | 4.2% | 2.08% | 0.84% | 0% | 1 | 12.5% | 6.25% | 100% | 24 | — | — | Analyze brandWhy this rank | ||
| 11 | Sembly AIcompany | 4.2% | 2.08% | 0.84% | 0% | 1 | 0% | 0% | 100% | 24 | — | — | Analyze brandWhy this rank | ||
| 12 | Supernormalcompany | 0.0% | 0% | 0% | 0% | 0 | 0% | 0% | 100% | 24 | — | — | Analyze brandWhy this rank |
Compare one brand with up to three competitors across the exact public prompt × engine matrix behind this leaderboard.
| Brand | Presence | Vs. primary | Selected share | Mentions | Cited answers | Owned URL signals | Engine breadth |
|---|---|---|---|---|---|---|---|
| Otter.aiotter.ai | 35.4%17/48 | BASE | 30.9% | 51 | 3 | 3 | 3/3 |
| Fathomfathom.video | 33.3%16/48 | -2.1 pp | 29.1% | 61 | 1 | 1 | 3/3 |
| Fireflies.aifireflies.ai | 25.0%12/48 | -10.4 pp | 21.8% | 39 | 1 | 1 | 3/3 |
| Avomaavoma.com | 20.8%10/48 | -14.6 pp | 18.2% | 19 | 4 | 7 | 3/3 |
16 prompts · 48 immutable answer hashes · empty cells mean no compared brand was detected.
| Public prompt | OpenAIopenai/gpt-4o-mini | Anthropicanthropic/claude-haiku-4-5 | Geminigoogle/gemini-2.5-flash |
|---|---|---|---|
| 01 Which AI meeting assistants are best for accurate transcription, useful summaries, decisions, action items, and searchable meeting memory?recommendation | Otter.aiFireflies.aiFathom | Otter.ai · C1Fathom | FathomAvoma |
| 02 Recommend an AI meeting assistant for a global enterprise that needs administration, retention controls, security, compliance, and data residency.recommendation | Avoma | No selected brand | No selected brand |
| 03 Which AI meeting assistants are strongest for sales calls, coaching, CRM updates, follow-up drafts, deal signals, and account handoffs?recommendation | Avoma | FathomAvoma | No selected brand |
| 04 Recommend an AI meeting assistant for product and engineering teams that need decisions, technical context, tasks, and project-tool integrations.recommendation | FathomAvoma | No selected brand | No selected brand |
| 05 Which AI meeting assistants are best for multilingual teams that need high transcription accuracy, speaker identification, translation, and summaries?recommendation | Otter.ai · C1Fireflies.ai | Otter.aiFireflies.ai | Avoma · C1 |
| 06 Recommend an AI meeting assistant that can capture calls and in-person conversations with clear consent controls and flexible recording modes.recommendation | Otter.ai | Otter.aiFireflies.ai | Otter.ai · C1 |
| 07 Which AI meeting assistants provide the strongest cited search across past conversations, decisions, topics, people, projects, and follow-up work?recommendation | Otter.aiFathom | Otter.aiFireflies.ai · C1Avoma · C4 | Fathom |
| 08 Recommend an affordable AI meeting assistant for a small team that needs fast setup, reliable notes, shared templates, and transparent limits.recommendation | Fathom | Fathom · C1 | Otter.aiFathom |
| 09 Compare AI meeting assistants on transcription, summaries, search, actions, integrations, analytics, administration, privacy, and support.commercial | Otter.aiFathom | Otter.aiFireflies.aiFathom | No selected brand |
| 10 Create a reproducible evaluation for AI meeting assistants covering word accuracy, speakers, jargon, decisions, action items, and hallucinations.commercial | No selected brand | No selected brand | No selected brand |
| 11 Compare AI meeting assistants on consent, recording disclosure, encryption, retention, model training, deletion, audit logs, access, and data residency.commercial | Avoma · C1 | Otter.aiFireflies.aiFathom | Avoma · C1 |
| 12 Compare AI meeting assistants on calendar, conferencing, messaging, CRM, project management, document, automation, API, and webhook integrations.commercial | Otter.aiFireflies.ai | Fireflies.aiFathom | Otter.aiFireflies.ai |
| 13 How should a buyer compare AI meeting assistant pricing across seats, recording hours, storage, uploads, intelligence features, and enterprise controls?commercial | No selected brand | No selected brand | No selected brand |
| 14 Design a proof-of-concept scorecard for AI meeting assistants using real calls, difficult audio, domain vocabulary, workflows, and user adoption.commercial | No selected brand | No selected brand | No selected brand |
| 15 Which criteria expose transcript, recording, summary, workspace, integration, export, API, and retention lock-in in an AI meeting assistant?commercial | No selected brand | No selected brand | No selected brand |
| 16 Create a shortlist of AI meeting assistant vendors for a regulated company replacing manual notes across customer and internal meetings.commercial | Otter.ai | Otter.aiFireflies.aiFathomAvoma | Fireflies.aiFathom |
Hostnames are derived from validated public HTTP(S) URLs, not provider-supplied domain labels.
| Source hostname | Cited answers | Distinct URLs | Engine breadth | Best position | Evidence |
|---|---|---|---|---|---|
| read.ai | 24 | 7 | 3 | #1 | Open source ↗ |
| zapier.com | 24 | 4 | 3 | #1 | Open source ↗ |
| reddit.com | 16 | 12 | 3 | #1 | Open source ↗ |
| youtube.com | 15 | 9 | 3 | #1 | Open source ↗ |
| fellow.ai | 9 | 8 | 3 | #1 | Open source ↗ |
| hinoter.com | 9 | 3 | 3 | #1 | Open source ↗ |
| meetingnotes.com | 6 | 4 | 3 | #1 | Open source ↗ |
| tldv.io | 6 | 3 | 3 | #1 | Open source ↗ |
| faegredrinker.com | 6 | 1 | 2 | #2 | Open source ↗ |
| linkedin.com | 5 | 4 | 3 | #2 | Open source ↗ |
| krisp.ai | 5 | 3 | 2 | #1 | Open source ↗ |
| zackproser.com | 5 | 3 | 2 | #1 | Open source ↗ |
| peoplemanagingpeople.com | 5 | 1 | 2 | #2 | Open source ↗ |
| avoma.com | 4 | 6 | 3 | #1 | Open source ↗ |
| happyscribe.com | 4 | 4 | 3 | #1 | Open source ↗ |
| ticnote.com | 4 | 4 | 3 | #1 | Open source ↗ |
| huit.harvard.edu | 4 | 1 | 2 | #1 | Open source ↗ |
| cirrusinsight.com | 4 | 1 | 3 | #2 | Open source ↗ |
| meetily.ai | 3 | 3 | 2 | #1 | Open source ↗ |
| mixmax.com | 3 | 3 | 2 | #1 | Open source ↗ |
Ranks a reviewed AI Meeting Assistants brand universe using a fixed, public set of neutral commercial prompts across 3 AI providers.
Some explanation inputs are unavailable Missing: comparablePriorRanking.
| Component | Value | Weight | Contribution | Evidence | Status |
|---|---|---|---|---|---|
| public prompt anthropic brand citation share | 22.222222 | 0% | — | 1 | available |
| public prompt anthropic brand mention coverage | 18.75 | 0% | — | 1 | available |
| public prompt anthropic brand recommendation presence | 25 | 0% | — | 1 | available |
| public prompt brand citation share |
|---|
| 12.727273 |
| 0% |
| — |
| 1 |
| available |
| public prompt brand engine breadth | 3 | 0% | — | 1 | available |
|---|
| public prompt brand mention coverage | 20.833333 | 0% | — | 1 | available |
|---|
| public prompt brand mention share | 8.403361 | 0% | — | 1 | available |
|---|
| public prompt brand recommendation presence | 29.166667 | 100% | 29.167 | 1 | available |
|---|
| public prompt gemini brand citation share | 10.526316 | 0% | — | 1 | available |
|---|
| public prompt gemini brand mention coverage | 18.75 | 0% | — | 1 | available |
|---|
| public prompt gemini brand recommendation presence | 25 | 0% | — | 1 | available |
|---|
| public prompt openai brand citation share | 5.555556 | 0% | — | 1 | available |
|---|
| public prompt openai brand mention coverage | 25 | 0% | — | 1 | available |
|---|
| public prompt openai brand recommendation presence | 37.5 | 0% | — | 1 | available |
|---|
no_prior_published_snapshot
No comparable component drivers were published.
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