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Conceptra
Turn any research paper into concepts you actually remember
280 followers
Turn any research paper into concepts you actually remember
280 followers
Reading research papers and retaining nothing? We fix that. Upload any paper. Within 2 minutes, you get: → Paper at a glance — 6 things experts look for: knowledge gap, novel approach, key finding, proof number, limitation, real-world impact → Mechanism diagram — how each concept actually works, not what the paper says → Concept Reels — 60-sec animated clips, download reels for Instagram/TikTok → Notes + adaptive quiz
Hey Product Hunt! 👋
Every tool that claims to "summarise" research papers gives you the same thing — bullet points that take longer to read than the abstract itself.
The real problem isn't length. Summaries tell you WHAT a paper says. Nobody shows you HOW the concepts actually work.
Conceptra is different in three ways:
- Mechanism diagrams — AI-generated visuals showing how each concept works as a system. Not a flowchart of sections. The actual mechanism, drawn and labelled.
- Concept Reels — 60-second narrated animated clips per concept. The diagram animates as a voice explains it.
- Paper at a glance — one card that extracts the 6 things every expert looks for when skimming: the knowledge gap, the novel approach, the key finding, the proof number, the limitation, and the real-world impact. Before you read a single page.
Plus structured notes and an adaptive quiz that tests whether you actually understood it — not just read it.
I am starting with research papers today. YouTube videos, podcasts, and books are coming next.
Upload any arXiv link or PDF—no signup.
One thing I genuinely want feedback on today:
Is the mechanism diagram actually useful for understanding, or just visually impressive?
I will reply to every single comment today. 🙏