Perception for Journalists

Find stories before they break. Track emerging narratives, identify trending topics, and get real-time source intelligence for digital asset reporting.

How it works

Perception continuously analyzes 1,000+ media sources — from Bloomberg to Bitcoin Magazine — scoring every article for sentiment, extracting entities, and detecting narrative trends. Access intelligence via the dashboard, AI connectors (MCP), or REST API.

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Connect your AI, explore the dashboard, or build with our API.

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←Use Cases

For Financial Journalists

Get up to speed on any story, instantly.

Research companies, track narratives, and find sources faster. Perception helps you file better stories with cited research instead of endless browser tabs.

See sample report
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Quick Research
⌘K
MicroStrategy Bitcoin holdings|
Top Results
MicroStrategy Acquires Additional 12,000 BTC
Bloomberg • 2 hours ago
MSTR Stock Rises on Bitcoin Strategy Expansion
Reuters • 4 hours ago
Saylor: "Bitcoin is the Exit"
Twitter/X • 6 hours ago

Data featured in

CointelegraphCoinDeskBitcoin MagazineForbes

Narrative Intelligence

See how stories evolved, not just what's trending now

Track narrative shifts over days, weeks, or months. Understand the full context before you write: what's been said, who said it, and how the conversation changed.

  • Timeline view of narrative evolution
  • Key inflection points highlighted
  • Source sentiment tracking over time
Narrative Timeline
Bitcoin ETF NarrativeMention volume by year
20212022202320242025
Key Moments
SEC Approval Announced
+340% mention volume • Jan 10
BlackRock Inflows Record
+180% mention volume • Jan 22
Research Brief
Strategy
Strategy Analysis
Generated brief • Ready to cite
Key Finding: MicroStrategy has accumulated 439,000 BTC since August 2020, making it the largest corporate holder of Bitcoin globally...
Market Context: The company's stock has become a de facto Bitcoin proxy, with 0.89 correlation to BTC price movements...
[1] Bloomberg, Jan 2025 • [2] SEC Filing 10-K • [3] Company Earnings Call

Deadline Ready

Research briefs that cite themselves

Generate structured research briefs with full citations in seconds. Every claim linked to its source. Every source ready to verify. Copy straight into your story.

  • Auto-generated citations with source links
  • Key findings extracted and summarized
  • Export to Word, Google Docs, or plain text

Source Intelligence

Find who's talking and what they're saying

Discover who's covering every narrative and how. See article counts, sentiment patterns, and coverage history for the reporters writing about your topic.

  • Reporter profiles with article counts per topic
  • Coverage sentiment patterns by journalist
  • Recent articles with outlet and date attribution
Reporter Coverage
Bitcoin ETF Coverage18 reporters tracked
Vildana Hajric
72% positive
Bloomberg • 14 articles
Latest: "ETF Inflows Hit Record as Institutions..." • 2d ago
Danny Nelson
54% neutral
CoinDesk • 23 articles
Latest: "BlackRock's IBIT Sees Sixth Straight..." • 1d ago
MacKenzie Sigalos
65% positive
CNBC • 9 articles
Latest: "Wall Street's Bitcoin Bet Keeps Growing..." • 3d ago

0+

Sources monitored

0+ hrs

Saved per story

0%

Citation accuracy

24/7

Coverage

From breaking news to filed story

The research workflow that keeps up with your deadline

01

Search

Query any company, topic, or narrative

02

Research

Get historical context and key sources

03

Generate

Create a brief with full citations

04

File

Copy to your story, ready to publish

Research any story in minutes

The same research platform trusted by Cointelegraph, CoinDesk, and Forbes. Join journalists who never miss a deadline.

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