How Quick Viral Notes works
Two AI stages, not one. The TYPE stage extracts what kind of insight you have. The FORMULA stage generates posts using structures that match that insight type.
Extract insights by TYPE
Most AI tools summarize. QVN categorizes. It reads your article and identifies every idea that could stand alone as a social post, then labels each by the kind of insight it is.
Diagnostic
Identifies root causes or misunderstood dynamics
Wisdom
Counter-intuitive principles from experience
Contrarian
Challenges conventional thinking with evidence
Data-backed
Concrete claims supported by numbers or research
Framework
Structured mental models for thinking about problems
Story
Narrative arcs with a clear turning point
Each extracted insight is saved to your Knowledge Bank — a searchable library of every idea from every article you've ever processed.
Generate notes by FORMULA
Each insight type has compatible formulas. A diagnostic insight works with a conditional framework. A wisdom insight works with parallel repetition. QVN applies the right structures automatically.
Parallel repetition
Three parallel lines building to a point
Conditional framework
If/then structures that feel inevitable
Bridge analogy
Unexpected comparison that makes an idea click
Tension-release
Setup a contradiction, then resolve it
Data reveal
Lead with the surprising number
Contrarian open
Start with what everyone gets wrong
Everything around the pipeline
Knowledge Bank
All extracted content — every TYPE from every article — is stored permanently. Browse by article, filter by type, or search across your full history. It compounds: the more you process, the more you have to work with.
Rich-text editor
Every generated note opens in a Quill-based editor. Edit the phrasing, change the opening, split a long note into two. Changes save automatically. Copy as formatted HTML or plain text.
Chrome extension + scheduler
Install the extension, connect your Substack session, and schedule notes for future posting. The extension background worker posts directly to Substack Notes at your scheduled time — no need to be at your computer.
MCP integration
Use QVN through Claude, Cursor, or any tool that supports Model Context Protocol. Ask your AI assistant to generate notes from a URL and get the results inline, without switching apps.