Methodology
How we track sentiment
1,000+ sources. Full transparency.
Every source we track, how we classify sentiment, and the methodology behind Perception's intelligence platform.
Complete source directory
Every source we monitor, organized by category. 1,000+ sources across 12 categories.
Collection
Everything gets captured
Every mention across 1,000+ sources. Dedicated coverage, social posts, passing references. This powers your watchlist alerts and trend clustering in Spaces.
Curation
Broad and deep
RSS feeds, social accounts, regulatory filings, press wires, and research, all flowing through automated pipelines into a unified data warehouse. If it's published, we capture it.
Enrichment
AI-enriched for deep analysis
Every article is sentiment-scored, entity-extracted, and topic-classified using the latest models from leading AI providers like Anthropic and OpenAI. Trends are identified by grouping related narratives with signal strength and confidence scoring.
Delivery
From monitoring to deliverables
Create watchlists for what matters. Organize in Spaces by project. Generate deliverables with Recipes. All backed by verified coverage.
How we label sentiment
We categorize by tone, context, and language. Not keywords, actual meaning. This is why the sentiment in your watchlists is reliable.
Positive
Content that portrays Bitcoin favorably or highlights its benefits, adoption, or potential.
Signals: Endorsements, adoption announcements, bullish analysis, success stories, institutional support
Negative
Content that portrays Bitcoin unfavorably, highlights risks, or expresses skepticism.
Signals: Criticism, regulatory warnings, security concerns, environmental arguments, scam associations
Balanced
Content that presents multiple perspectives neutrally without advocating for a particular view.
Signals: Factual reporting, educational content, both-sides analysis, price updates without commentary
What perception tracks
Intelligence across the
emerging finance ecosystem
Bitcoin
The base layer. Institutional commentary,
developer activity, regulatory narratives.
Stablecoins
Adoption trends, issuer movements,
regional policy shifts.
Tokenized assets
Real-world asset tokenization,
market developments, regulatory frameworks.
Macro catalysts
Rate moves, FX flows, capital controls,
and other drivers of digital asset narratives.
