Opyt
Your attention is the context your AI is missing
Details
- External ID
- 1252175
- Source
- PH
- Company
- —
- Product
- Opyt
- Website domain
- producthunt.com
- Launched
- Sept. 17, 2026
- Cohort
- —
- Upvotes
- 78
- Upvotes percentile
- 0.9782446012401111
- Tags
- Open Source, Twitter, GitHub, Search
- Fetched at
- Sept. 18, 2026, 4:40 a.m.
- Updated at
- Sept. 18, 2026, 4:40 a.m.
Description
Opyt turns the people and topics you already follow into a knowledge base. Point it at your X bookmarks, Substack subscriptions, blogs, GitHub repos or arXiv papers, and it pulls in their archives. It reads a topic through, writes its own follow-up questions, and keeps looking for new work that builds on what you've collected. Share what your knowledge base, keep exploring, and let your AI read it all. Free, MIT licensed, and your knowledge base can stay local.
Enrichment
- Theme
- ai-powered learning and skills training
- Vertical
- Horizontal
- Function
- Workflow automation
- Audience
- Prosumer
- AI stance
- AI-native
- Project type
- Commercial product
- Normalized one-liner
- attention-tracking context layer for ai assistants
- Manually corrected
- False
Could you build this?
Partial The RAG pipeline and search interfaces are standard, but reliably ingesting private/authenticated user sessions across platforms like X, Substack, and arXiv with automated author discovery presents tricky data synchronization challenges.
What it would actually take: The platform relies on session cookie management or browser extension-based ingestion to read authenticated feeds from X and Substack without API keys. It requires an ingestion orchestrator that discovers secondary handles across GitHub and personal domains, stores text in a vector database (e.g., pgvector/Pinecone), and executes recursive crawling jobs. Experience in headless browser session automation, rate-limit management, and web indexing pipelines is required.
Competitors
Other products that read as similar to this one — 44 launches clear the similarity bar, closest 8 shown.
Attention rank: #8 of 45 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 290 days after the earliest competitor.
- Ailurn · ph · 2026-09-18 · 1 upvotes · similarity 0.41
- TaskMind AI · ph · 2026-09-15 · 1 upvotes · similarity 0.39
- Citeon · ph · 2026-09-11 · 2 upvotes · similarity 0.39
- OzBrain · ph · 2026-09-14 · 104 upvotes · similarity 0.38
- Recall 2.0 · ph · 2026-04-14 · 244 upvotes · similarity 0.36
- chat-recall · ph · 2026-09-11 · 95 upvotes · similarity 0.36
- Coherence · ph · 2026-09-18 · 1 upvotes · similarity 0.36
- AIのタロット占い（AI Tarot Reading） · ph · 2026-09-25 · 1 upvotes · similarity 0.35
Other launches for this product
- No other launches for this product.
Same idea, different domain
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