Next-Generation AI Platform, Grounded in Science

Transforming Live Signals into Neighborhood-Level Narrative Intelligence

PharosGraph ingests millions of live signals, predicts how audiences will respond to emerging narratives, and projects responses onto real-world geographies, down to the neighborhood level.

Content & Signal

Ingest, cluster, score

Population & Geography

Census + voter projection

Product & Races

Issuescape + Racescape

Freshness

Real-time insights grounded in discourse and data.

Resolution

From national trends to neighborhood-level signals.

Actionability

Instant AI playbooks that tell you what to do next.

Ease of Use

Intuitive, map-first experience anyone can navigate.

The Science Behind the Engine

PharosGraph is built on decades of research across linguistics, psychology, and behavioral science, translated into scalable, production-grade AI.

Computational Linguistics

Models how language structure, framing, and semantics shape meaning, emphasis, and narrative flow across large-scale discourse.

Behavioral & Social Psychology

Captures how different audiences process information, respond emotionally, and form attitudes in response to stories and events.

Moral Foundations Theory

Identifies the moral frames: care, fairness, loyalty, authority, liberty, that drive resonance, polarization, and persuasion.

Narrative Theory & Framing

Analyzes how stories assign roles, causality, blame, and urgency, shaping how issues and actors are perceived.

Population & Identity Modeling

Integrates demographic, socioeconomic, and behavioral traits to model how narratives land across diverse audiences and geographies

Signal & Scoring

Understanding which stories are emerging and how strong they are

PharosGraph ingests live news and public discourse at scale, transforms raw content into structured narratives, and applies AI-driven scoring to quantify salience, emotional resonance, and narrative momentum across issues, parties, and candidates.

Neighborhood Intelligence

Understanding how those stories land with real audiences in real places

PharosGraph converts story-level scores into neighborhood-level intelligence by combining LLM-generated audience segments with Census and voter file data, projecting narrative impact onto every census block group in the United States, revealing where narratives resonate most.

Narrative Intelligence Product Suite

PharosGraph unifies signal ingestion, narrative scoring, and neighborhood intelligence into modular narrative intelligence platforms.

Issuescape

Issuescape models how issues (35+ Issues) and policy narratives are evolving at national, state, and local levels.

Racescape

Racescape tracks candidate dynamics and race-level narrative shifts across state and local elections.