Cross-examine every narrative.
Not just the headline.
Cxntradict analyzes news stories and surfaces missing context, alternative explanations, structural incentives, and the questions nobody is asking.
A new interface for contested reality
Built for people who do not want the first explanation. Built for people who want the structure behind the story.
Narrative Deconstruction
Separate the dominant story from the assumptions embedded inside it.
Missing Context Detection
Highlight absent timelines, omitted history, and inconvenient facts.
Alternative Theory Engine
Generate plausible competing explanations without claiming certainty.
Incentive Mapping
Reveal which institutions, actors, or systems benefit from the framing.
Research Questions
Turn passive reading into active investigation.
Analyst-Grade UI
Designed to feel like a premium intelligence terminal, not a blog.
Intelligence-grade narrative analysis
Ingest
Upload documents, paste text, or link articles
Analyze
AI identifies assumptions, biases, and omissions
Visualize
Interactive graphs show narrative structure
Act
Export insights or generate counter-narratives
Input
Provide any media narrative, financial report, or public statement
Deconstruct
AI surfaces hidden assumptions, omissions, and incentives
Explore
Examine alternative hypotheses and research paths
Real-world narrative analysis in action
Key Insights
How we extract signal from narrative noise
Assumptions
4.2
hidden assumptions per article analyzed
Evidence Gap
62%
of claims lack direct evidence
Omissions
3.8
key context omissions per piece
Tech IPO Prospectus
Identified 3 key narrative gaps in a $10B tech IPO
Political Campaign
Analyzed 50+ speeches to optimize messaging
Corporate Merger
Detected cultural misalignment in merger documents
See how others are interrogating narratives
Tech CEO claims AI will solve climate change
Analysis found 4 key assumptions about technological determinism
Central bank declares inflation 'transitory'
Identified 3 narrative techniques used to downplay risks
Turn passive news consumption into adversarial analysis.
Start with a single page. Paste a story. Get a structured counter-analysis in seconds.