| What it does | AI research tool that watches winning short-form videos and helps Claude and other AI assistants generate creative hooks, scripts and strategies
| Turn your app idea into production software with verified market demand and agent-ready build tasks
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| Stage | Startup
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| Founded | 2025
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| Based in | KE
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| Pricing model | Paid
| Freemium
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| Pricing | Pay per Run in prepaid Credits at 1,000 credits per US dollar. Research of 50 videos: 1,036 credits (~$1.04). Analysing 20 videos: 460 credits (~$0.46). Tracking 10 creators daily for a month: 1,800 credits (~$1.80). New accounts get 1,000 free credits valid for 90 days. Top-ups from $10 (10,000 cre
| Research Pass $29 (one-time); Builder $39/month; Pro $89/month; Studio $199/month. Save 20% with annual billing.
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| Key features | - Works with Claude.ai, ChatGPT, Cursor, VS Code and any MCP-compatible assistant
- Access public data from TikTok, Reels, Shorts, Facebook, Meta Ads and creator metrics
- Score videos by how far they outperform a creator's usual reach
- Pay per Run with no subscription or monthly seats
- Free reading of completed Runs and all research results
- Supports API access via REST endpoints for developers
| - Market research from Reddit, G2, and Trustpilot with cited customer pain points
- Living PRD with versioned updates and MCP agent sync
- Kanban task board with acceptance criteria and build packets
- Support for 6 programming languages and 45+ backend frameworks
- Agent skills for security, UI, copywriting, and frontend engineering
- Discord build companion tracking PRs, milestones and shipping momentum
- MCP context sync for Claude, Cursor, Codex and other coding agents
- Stripe billing pre-configured in starter repositories
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| What makes it different | - Brings video data to the AI you already use instead of requiring a new app or subscription
- Analyzes actual video content including hook, visuals and call-to-action, not just captions
- Pay only for work that completes; failed runs cost nothing
- Ranks videos by outperformance relative to creator baseline, not absolute views
| - Validated market research from real customer reviews instead of vibe-coding assumptions
- Production starter repo worth $200+ saves 30+ hours of configuration work
- Live MCP agent connection keeps coding agents synchronized with latest PRD and task updates
- All five deliverables in one package: research brief, repo, PRD, tasks, and build companion
- Quick 15-minute process from app idea to market-validated blueprint and build tasks
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 53 ▲ +1 (up) since last check | Not checked yet ● no change since last check |
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| Trust Flow (Majestic) | 17 | 0 |
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| Citation Flow (Majestic) | 31 | 12 |
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| Referring domains (Majestic) | 130 | 1 |
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