The CultureAI system
From live expression to action
Five stages run on a shared culture ontology. Each stage is built to be queried, not skimmed: your team can defend the answer in the room.
Step 1
COLLECT
Capture cultural expression
Capture cultural expression at scale across platforms, languages, and communities.
Sources and scope
Ingestion spans the feeds, languages, and communities in scope. The goal is a representative slice of the live field, not a thin keyword scrape.
Step 2
STRUCTURE
Map signals with the culture ontology
Organize signals in a machine-readable map: what repeats, what clusters, and how meaning travels.
Ontology layer
Entities, relationships, and taxonomies give patterns a stable home so teams can compare this week to last week without losing nuance.
Step 3
ANALYZE
Measure resonance, shifts, and trajectory
Surface meaning, emotional fit, value shifts, and the early edges of the next move.
Signals measured
The analysis layer encodes what is loud, what is new, and what is carrying narrative weight in your category and audience set.
Step 4
INTERPRET
Turn patterns into cultural intelligence
Explain what is resonating, what is noise, and what will read as native to each audience you care about.
Interpretation layer
This is the translation step from data to a shared story: what it means, what to trust, and what the room should agree on before spend locks.
Step 5
APPLY
Move insight into action
Hand teams guidance for what to make, what to test, and what to stop before budget locks. Each deployment also improves the next read by feeding clearer outcomes back into the system.
Outputs
Downstream work gets briefs, test plans, executive reads, and reusable playbooks, while outcomes loop back to sharpen the next read.
Ingest the market
CultureAI continuously ingests social video across TikTok, Instagram, and YouTube, indexing every post from your brand, competitors, and category at scale.
Break down resonance
Every video is decomposed into its constituent signals: narrative structure, visual aesthetics, emotional hooks, format patterns, subculture cues, and engagement dynamics.
Surface whitespace
CultureAI maps saturation and opportunity across the category, revealing where competitors cluster, where audiences are underserved, and where your brand can own a position.
Guide execution
Insight resolves into concrete direction: which narratives to pursue, which formats to test, which aesthetic territory to own, and which briefs to build first.