The CultureGraph

A living map of emerging culture.

The CultureGraph connects public cultural behavior across audiences, creators, narratives, geographies and time, making emerging culture searchable, comparable and usable by other systems.

Signals to source

Every signal is linked to its original context.

Meaning in context

Interpretation grounded in communities and subcultures.

Relationships

People, themes and platforms mapped in relation.

Movement over time

Track how ideas spread, evolve and fade.

Global perspective

Territories reveal local nuance within a global conversation.

Privacy by design

Aggregated insights with built-in guardrails and governance.

Running Culture map showing the Performance, Lifestyle, Community and Street Culture territories, their connected cultural signals, representative creators, movement pathways and related subcultures.
Creators mapped
8,340Creators mapped
Signals this month
2.1MSignals this month
Countries active
13Countries active
MoM movement
13.6%MoM movement
Why the CultureGraph exists

Culture now produces its own data.

Public cultural expression now lives in posts, videos, images, comments, creators and audience response. Together, these signals form a living record of how culture moves, what communities value and how meaning changes over time.

01

Public expression is cultural data

The social internet produces a continuous record of what people watch, create, discuss, adopt and respond to.

02

Most systems do not preserve context

Existing tools capture isolated signals without retaining source, meaning, relationships and change over time.

03

The CultureGraph makes it queryable

Culturas connects those signals into structured cultural context that can be searched, compared and used by humans and intelligent systems.

Why it matters for AI

Modern intelligence systems
need cultural context.

Models, platforms and recommendation systems need more than broad knowledge, they need living context about how people and culture are changing.

CultureGraph

Living culture layer for AI

  1. Generate

    Create content and ideas that reflect real culture.

  2. Recommend

    Surface what people care about—now.

  3. Localize

    Adapt language, tone and nuance to fit every market.

  4. Evaluate

    Measure relevance, fit and cultural impact.

  5. Research

    Understand people, trends and shifts as they emerge.

2.1M+
Signals mapped this month
13
Countries active
13.6%
MoM movement detected
Access and applications

Multiple ways to work with the CultureGraph.

From direct tools to infrastructure and custom solutions, the CultureGraph powers applications across organizations, platforms and research.

  • CultureAI

    A direct working environment for organizations querying and applying the CultureGraph.

  • CultureGraph infrastructure

    Structured cultural context for models, platforms and intelligent systems.

  • Custom graphs and datasets

    Domain-specific cultural intelligence for custom environments and research needs.

Built with privacy by design. Governed by transparency.

Why it is hard to build

Culture is not a single-model problem.

Public culture is complex, layered, and always in motion. Building the CultureGraph requires multimodal AI, digital anthropology, and graph architecture working together—so meaning is not just detected, but understood in context.

Example public signal

A special tea ritual, its aesthetic and audience response — observed together.

PlatformTikTok
PostedMay 4, 2025
LocationUnited States
Captions

My favourite weekend blend for rainy days

Detected elements
self-careroutineteaaestheticwellnessmindset
Primary themes
● Wellness● Rituals● Identity
Interpretation

An influencer frames a slow, aesthetic tea-brewing ritual as a weekend mood, turning a special blend into a signal of taste, self-care and belonging.

01

Multimodal understanding

We combine vision, audio, text, and metadata to capture the full context of how culture is expressed across formats and platforms.

02

Cultural interpretation

Our models interpret meaning through cultural lenses—grounded in local context, values, symbols, and evolving social norms.

03

Graph architecture

Signals, interpretations, and relationships are connected in a living graph that evolves—revealing patterns no single model can see alone.

Access the CultureGraph

Work with the CultureGraph.

Use the CultureGraph through Culturas' native application, or bring its structured cultural context into your own systems.

  • Explore CultureAI

    For organizations using the CultureGraph directly for audience and market intelligence.

    Explore CultureAI
  • Discuss CultureGraph access

    For AI, platform, data and infrastructure partners using APIs, datasets or custom graph builds.

    Discuss access
One CultureGraph. Multiple access layers.