AI‑Enriched Social Curation
A list‑centric social network that transforms saved links into a living, searchable knowledge graph with multi‑tier discussions and open discovery.
Lists become living knowledge
AI automatically enriches saved links with entities, relationships, and contextual insights.
Multi-tier discussions
Converse at list level, item level, or join global threads across the entire network.
Follow great curators
Discovery driven by curation quality, not just social connections. Lists become the social graph.
Beyond Simple Bookmarking
Lists become living, searchable knowledge through AI enrichment, entity extraction, and relationship mapping.
Entity Extraction
Automatically identify people, places, topics, and relationships from saved content.
Deduplication
Canonical URL mapping connects the same content across different lists and curators.
Contextual Insights
AI suggests related items, themes, and organizational patterns based on content analysis.
Semantic Understanding
Embeddings enable intent-based queries, "more like this" discovery, and typo-tolerance.
The Result
Your saved content transforms from static bookmarks into a living knowledge graph that connects, enriches, and surfaces insights automatically. Lists become searchable, discoverable, and infinitely more useful.
How It Works
Three pillars that transform simple bookmarking into intelligent social curation.
AI‑Enriched Curation
Every save is automatically scraped for titles, summaries, entities, and relationships. Context-aware Keeplists trigger smart layouts — maps for travel, media players for entertainment.
Our knowledge graph creates canonical URLs that connect discussions and discovery across the entire network. AI suggests structure and organization, but you stay in control.
Multi‑Tier Conversations
Solves the "Where do I comment?" problem with conversations at every level. Discuss the overall curation, dive into specific items, or join global threads.
One thread per canonical URL network-wide, with cross-references across lists. AI-level chat provides summaries and suggestions when you need them.
Open Discovery by Default
Keeplists are public unless explicitly made private. Discovery is driven by curation quality, not just social connections. Follow great curators, not just friends.
Your Following feed shows chronological updates from people you follow. The For You feed uses algorithmic ranking based on content overlap and curator quality.
Universal Search & Semantic Recall
Find anything across the knowledge graph with intent-based queries, embeddings, and intelligent filtering.
Universal Search
Search across lists, items, entities, and curators with typo-tolerance and semantic understanding.
Smart Filters
Filter by tag, domain, recency, list theme, and reaction thresholds for precise discovery.
Intent Queries
Embeddings power "more like this" discovery and understand what you're looking for, not just keywords.
Deduped Results
Canonical URLs unify results, showing where items appear across lists with engagement counts.
Social Curation at Scale
Rich engagement system with reactions, bundled notifications, and quality-driven discovery algorithms.
Reactions & Visibility
Any emoji reactions with total and per-emoji counts. Quick +1 acknowledgments on list comments.
List view surfaces active item-level discussions with title and comment counts.
Smart Notifications
"Alex + 6 others reacted to Roadtrip Gear."
Prevents notification spam while keeping you informed.
- • Real-time for direct replies/mentions
- • Hourly digest for reactions/follows
- • Optional daily recap
The Future of Social Curation
Federated networks, AI agents, and advanced permissions will transform how we share knowledge across platforms.
Federation via ATProto
Phase 1: Feed generators mirror public Keeplists as Bluesky feeds with Jetstream for real-time change capture.
Phase 2: Full PDS integration for identity portability and cross-network discovery.
Decentralized Curation
Permission Matrix
Advanced Permissions
Granular control over who can see and interact with your lists through proximity-based permissions and viewer lenses.
Different viewing modes: Skim for highlights, Deep-dive for full context, SFW for safety filtering.
MCP Agent Surface
Expose read/search/save capabilities via MCP so AI agents can auto-curate, enrich summaries, and schedule maintenance — with rate limits, provenance tags, and human review queues.
Where Lists Become the Social Graph
At the intersection of content curation, social discovery, knowledge management, and AI assistance.
The Shift
From Save & Forget
Private bookmarks gathering digital dust
To Save & Connect
Living knowledge graphs and public curation
Why It Matters
Transform private tidying into public knowledge-building and communities around shared interests.
Let AI amplify—not replace—human taste.
Move from "follow people" to "follow great curators."
Market Position
Uniquely positioned at the convergence of four major categories
Content Curation
Pinterest, Pocket
Social Discovery
TikTok-style ranking
Knowledge Management
Notion, Obsidian
AI Assistance
Amplify human taste
Join the Curation Revolution
Transform how you save, discover, and share knowledge. Start building your living lists today.