Vantage in Google Labs
Practice & assess future-ready skills with AI-simulated team
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Vantage is a Google Research experiment that uses GenAI to assess future-ready skills like collaboration, critical thinking, and creativity. AI avatars simulate real scenarios, score your performance, and deliver a personal Skill Map. Now on Google Labs.
PH · launched Apr 19, 2026 · 285 upvotes (top 39%) · 0 views
Niche: ai coaching apps · 253 launches, 23 in the last 7 days ▼ -18% · Explore this niche →
Category and tags
- Education
- Agent / copilot
- B2B
- AI-native
- Commercial product
- Hiring
- Productivity
- Artificial Intelligence
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More like this: all 253 launches in ai coaching apps →
Could you build this?
Partial Building multi-agent chat simulations is vibe-codeable, but validating psychological rubrics, reliable psychometric scoring, and multi-avatar conversational dynamics requires specialized educational research and advanced agent orchestration.
What it would actually take: The application stack involves a WebRTC/WebSocket real-time audio/video or text interaction layer with multi-agent orchestration (e.g., LangGraph or custom state machines simulating distinct team personas). The core difficulty lies in designing and validating psychometric assessment models—transforming unstructured conversational interactions into calibrated, bias-controlled rubric evaluations across creativity and collaboration. Specialized organizational psychology expertise and extensive experimental validation datasets are required to make the assessments scientifically meaningful.
Competitors
Other products that read as similar to this one : 104 launches clear the similarity bar, closest 8 shown.
Attention rank: #35 of 105 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 169 days after the earliest competitor.
- vantage · github · 2026-10-14 · 22 upvotes · similarity 0.53
- vantage.ai · ph · 2026-09-28 · 80 upvotes · similarity 0.53
- AImagino Your AI Business Research Agent · ph · 2026-09-13 · 1 upvotes · similarity 0.43
- ResearchMind AI · ph · 2026-11-08 · 1 upvotes · similarity 0.41
- scholarskill · ph · 2026-09-10 · 1 upvotes · similarity 0.40
- SkillLens AI · ph · 2026-10-22 · 3 upvotes · similarity 0.40
- Google AI Edge Foresight · ph · 2026-10-08 · 7 upvotes · similarity 0.39
- NEONOVA · ph · 2026-09-20 · 1 upvotes · similarity 0.39
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