Speed of Culture.
Depth of Anthropology.

Our agentic AI pipeline decodes the cultural chaos of the internet, transforming millions of unstructured data points into research-grade segmentation and strategy.
Get Your Custom Segmentation Report for only $2,500.

And that's not all - you'll also get a 3-month subscription to daily syndicated reports across categories and cultures valued at $10,000!

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Sample Reports
Boutique Hotels
Travel

How can boutique hotels craft weekend stay packages for USA travelers?

Zero-Alcohol Drinkers
F&B

How are people redefining the experience of drinking without alcohol?

Cool for Gen Z
Lifestyle

What defines 'cool' for Gen Zs in the U.S., and how can brands align with it?

Filters

Industry

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Demographic

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Country

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How Our
Multi-Agent AI Works

Run a full-stack cultural segmentation as easily as sending a query.

Download White Paper

Start with a Question

Define your research field with a simple prompt: your category, market, and strategic question.

Agent 1

The Semiotic Mapper

Our pipeline begins by establishing the cultural context. This agent analyzes your domain to surface the core semiotic tensions (e.g., Achievement vs. Experience) and generates a 2x2 framework that orients all subsequent analysis.

Agent 2

The Knowledge Weaver

Next, agents ingest massive volumes of multimodal data (text, images, video) from social and web sources. A knowledge graph is constructed on the fly, creating a structured ontology for your category. Using this graph, classifiers map each data point to relevant concepts, forming initial behavioral "tribes."

Agent 3

The Persona Synthesizer

Raw data clusters are transformed into rich, human-centric personas. This agent synthesizes the quantitative data into deep qualitative profiles, detailing each segment's core identity, underlying needs, passion points, and narrative archetype.

Agent 4

The Strategic Positioner

The enriched segments are plotted onto the cultural and strategic matrices. This agent visualizes the market landscape, revealing the precise positioning of each segment and identifying high-value white-space opportunities.

Agent 5

The Trend Spotter

To ensure relevance, this agent scans the live web for emerging trends, articles, and signals related to your query. It then analyzes and maps these real-time trends to your core consumer segments, connecting your strategy to the current cultural zeitgeist.

Agent 6

The Synthesizer & Reporter

Finally, a synthesizer agent converts the validated data into a slide-ready executive report—complete with charts, narratives, and actionable recommendations that are clear, concise, and ready for the C-suite.

Performance Evaluation

To objectively measure the performance of our multi-agent framework against current state-of-the-art automated research and presentation tools, we conducted a comparative study across four platforms: our system (Quilt.AI) and three leading competitors: Genspark, Manus, and OpenAI.

Each platform was tasked with the same high-level strategic prompt. The four platforms each generated a single presentation, which was then anonymized and evaluated by a panel of three independent LLM evaluators (Claude Sonnet, Gemini 2.5 Pro, and OpenAI o3).

Each evaluator scored the presentations on four key criteria - Design, Quality of Insights, Actionability, and Richness of Data - on a 10-point scale. The scores were averaged across all 3 evaluators.

Platform
Design
Quality of Insights
Actionability
Richness of Data
Genspark
6.3
6.3
5.7
6.0
Manus
8.0
8.0
8.7
7.7
OpenAI
6.0
7.0
7.0
6.7
Quilt.AI
9.7
10.0
8.7
10.0

The Anatomy of
an Answer

Every report is a multi-layered synthesis of quantitative scale and qualitative depth, revealing the story behind the signal.

Dynamic Cultural Segments

Go beyond demographics. We identify 4-7 coherent consumer clusters defined by shared values, aesthetics, and behavioral codes. We uncover the "why" behind the "what."

Deep Psychographic Profiling

We model the core beliefs, underlying needs, and cultural tensions that drive your segments. Learn not just who people are, but how they signal identity, what they value, and the emotional drivers behind their actions.

Strategic Landscape Mapping

We plot your segments onto a 2x2 strategic matrix, revealing the core tensions shaping your category. This computationally surfaces white-space opportunities and areas of competitive saturation.

Real-World Routines & Media Ecosystems

Understand the complete cultural diet of your segments. We map what they watch, share, and comment on, which brands appear in their world, and the specific hashtags and content formats that define their digital habitats.

Actionable Growth Plays

Receive concrete strategic recommendations - from product concepts to communication styles - grounded in the unique psychographics of each segment. We deliver opportunities that are not just data-driven, but culturally resonant.

Generate Custom Report

The Quilt.AI Advantage

Trusted by the world’s leading brands.

Act at the Speed of Culture

In today’s market, last quarter's data is already obsolete. Our AI-powered reports are delivered in hours, not weeks, so you can act on insight while it’s still relevant.

Depth that Delivers Nuance

Our multimodal cultural intelligence analyzes images, videos, and text in over 250 languages. This gives you segments that reflect how people really think, feel, and behave—anywhere in the world.

Insights, Not Just Information

Your report is a strategic asset, not a data dump. You get full commercial rights to every insight, persona, and chart, ready to be used across decks, workshops, and campaign briefs with no hidden licensing terms.