| What it does | Turn YouTube comments into cited audience insights backed by real public comments
| Multimodal annotation platform for skilled work
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| Stage | Not given
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| Pricing model | Freemium
| Contact for pricing
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| Pricing | Free: 1,000 comments/month and 1 report/month. Project Pack: $9 one-time for 30K comments and 1 AI report. Starter: $9.50/month (billed $114 yearly) for 120K comments/month and 10 reports/month. Pro: $19.50/month (billed $234 yearly) for 3M comments/month and 50 reports/month.
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| Key features | - Download public YouTube comments as CSV, Excel, JSON, or text
- Generate AI reports that summarize recurring themes, questions, and requests
- Every finding links back to the original source comment
- Export comments to multiple formats including CSV, JSON, TXT, and XLSX
- Share and download reports as HTML, Markdown, or JSON
- Public API access for automation and integrations
- Monitoring alerts for saved videos
- Search and filter saved comment exports
| - First-person video capture with head, helmet or chest-mounted cameras
- Dual-reviewed annotation of tasks, tools, objects and outcomes
- Privacy processing including face and text removal before release
- Documented protocols agreed before recording begins
- Contributor consent tracking and payment per accepted hour
- Provenance records with capture context, protocol version and processing history
- Evaluation, research, commercial and enterprise licence tiers
- Custom dataset collection for specified tasks and environments
- Formats: MP4 video, Parquet tables, JSON manifest
- Immutable, versioned releases for reproducible experiments
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| What makes it different | - Every claim in reports is tied to a real public comment with full source attribution
- Keeps original comment text visible while making it easy to sort, search, and share
- Works with official YouTube API to process only public comments
- Never posts, replies, moderates, or takes any action on a YouTube channel
| - Real-world field recordings from skilled professionals instead of lab or simulated data
- Includes failure and recovery episodes with explicit outcome state labels
- Contributors are paid upfront agreed rates with transparent review decisions
- Quality assurance with sample re-annotation and written acceptance criteria
- ISO 27001 and SOC 2 Type II certification in progress
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| Free plan | Not given
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| Open source | Not given
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| Platforms | Not given
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| Public API | Not given
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 29 ▲ +1 (up) since last check | 3 ▲ +2 (up) since last check |
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| Trust Flow (Majestic) | 23 | 0 |
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| Citation Flow (Majestic) | 27 | 0 |
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| Referring domains (Majestic) | 111 | 0 |
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AudienceCue
Curatrix