Knowledge

Knowledge

Knowledge

Research from our team, what we shipped in the platform, and answers to the questions we hear most.

Research from our team, what we shipped in the platform, and answers to the questions we hear most.

Research from our team, what we shipped in the platform, and answers to the questions we hear most.

Platform updates

Platform updates

Platform updates

What changed in the Uranos platform, release by release.

What changed in the Uranos platform, release by release.

What changed in the Uranos platform, release by release.

3.0

3.0

3.0

Uranos Platform 3.0 —
Research. Collaboration. Insights. Reimagined.

Uranos Platform 3.0 —
Research. Collaboration. Insights. Reimagined.

Uranos Platform 3.0 —
Research. Collaboration. Insights. Reimagined.

Guided research workflows, shared projects as team workspaces, expanded market research data and a completely new interface.

Guided research workflows, shared projects as team workspaces, expanded market research data and a completely new interface.

Full Changelog

Latest thinking

Latest thinking

Latest thinking

Research notes and practical perspectives from the Uranos team.

Research notes and practical perspectives from the Uranos team.

Research notes and practical perspectives from the Uranos team.

Sep 23, 2025

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2 min read

Why Real Data Is Essential for Persona Development

Why Real Data Is Essential for Persona Development

Why Real Data Is Essential for Persona Development

Sep 16, 2025

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2 min read

From Data to Stories: Why CRM Alone Can’t Drive Brand Storytelling

From Data to Stories: Why CRM Alone Can’t Drive Brand Storytelling

From Data to Stories: Why CRM Alone Can’t Drive Brand Storytelling

Sep 9, 2025

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3 min read

Emotional, but Authentic: How to Create Campaigns That Truly Connect

Emotional, but Authentic: How to Create Campaigns That Truly Connect

Emotional, but Authentic: How to Create Campaigns That Truly Connect

Sep 2, 2025

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3 min read

Lost Connection? How to Stay Relevant with Young Audiences

Lost Connection? How to Stay Relevant with Young Audiences

Lost Connection? How to Stay Relevant with Young Audiences

Aug 26, 2025

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4 min read

Which Trends or Cultural Shifts in Marketing Will Impact Our Target Audience in the Next 5 Years?

Which Trends or Cultural Shifts in Marketing Will Impact Our Target Audience in the Next 5 Years?

Which Trends or Cultural Shifts in Marketing Will Impact Our Target Audience in the Next 5 Years?

Aug 19, 2025

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3 min read

The Impact of AI on Market Research and Customer Insights

The Impact of AI on Market Research and Customer Insights

The Impact of AI on Market Research and Customer Insights

Aug 12, 2025

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4 min read

How To Measure Brand Equity Over Time?

How To Measure Brand Equity Over Time?

How To Measure Brand Equity Over Time?

Jul 29, 2025

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4 min read

From Noise to Meaning — How to Craft Messages That Truly Connect

From Noise to Meaning — How to Craft Messages That Truly Connect

From Noise to Meaning — How to Craft Messages That Truly Connect

Jul 22, 2025

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3 min read

The Future of Core Values: How will your Target Group Shape Markets and Society by 2030 and beyond

The Future of Core Values: How will your Target Group Shape Markets and Society by 2030 and beyond

The Future of Core Values: How will your Target Group Shape Markets and Society by 2030 and beyond

Jul 15, 2025

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3 min read

The Heart of the Micromilieu: Why does every Micromilieu have a Core Value in Addition to a Value Framework?

The Heart of the Micromilieu: Why does every Micromilieu have a Core Value in Addition to a Value Framework?

The Heart of the Micromilieu: Why does every Micromilieu have a Core Value in Addition to a Value Framework?

Jul 7, 2025

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4 min read

Virtualized Personas: How Data-Driven Avatars Are Transforming Audience Understanding

Virtualized Personas: How Data-Driven Avatars Are Transforming Audience Understanding

Virtualized Personas: How Data-Driven Avatars Are Transforming Audience Understanding

Jul 1, 2025

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4 min read

Innovating with Integrity: How Micromilieus Help Preserve Core Loyalty

Innovating with Integrity: How Micromilieus Help Preserve Core Loyalty

Innovating with Integrity: How Micromilieus Help Preserve Core Loyalty

Jun 26, 2025

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2 min read

Micromilieus in Transition: The Future of Megatrends and Target Group Evolution

Micromilieus in Transition: The Future of Megatrends and Target Group Evolution

Micromilieus in Transition: The Future of Megatrends and Target Group Evolution

Jun 24, 2025

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3 min read

Milieus versus Micromilieus: Precision in Segmentation – What’s special about Uranos Micromilieus?

Milieus versus Micromilieus: Precision in Segmentation – What’s special about Uranos Micromilieus?

Milieus versus Micromilieus: Precision in Segmentation – What’s special about Uranos Micromilieus?

Jun 20, 2025

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4 min read

What Emotional and Rational Drivers Influence Purchase Decisions?

What Emotional and Rational Drivers Influence Purchase Decisions?

What Emotional and Rational Drivers Influence Purchase Decisions?

Jun 18, 2025

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2 min read

Megatrends meet Micromilieus: How Global Shifts Play Out in Everyday Lives

Megatrends meet Micromilieus: How Global Shifts Play Out in Everyday Lives

Megatrends meet Micromilieus: How Global Shifts Play Out in Everyday Lives

Jun 18, 2025

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3 min read

Values-based customer segmentation: A key to sustainable customer relationships

Values-based customer segmentation: A key to sustainable customer relationships

Values-based customer segmentation: A key to sustainable customer relationships

Jun 17, 2025

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5 min read

Target Group Strategy: How to Go Beyond Demographics and Build Real Connection

Target Group Strategy: How to Go Beyond Demographics and Build Real Connection

Target Group Strategy: How to Go Beyond Demographics and Build Real Connection

Jun 11, 2025

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3 min read

From Attention to Action: Why Funnel Thinking Misses the Point Without Cultural Logic

From Attention to Action: Why Funnel Thinking Misses the Point Without Cultural Logic

From Attention to Action: Why Funnel Thinking Misses the Point Without Cultural Logic

Jun 6, 2025

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2 min read

Changing values – What trend research tells us about them

Changing values – What trend research tells us about them

Changing values – What trend research tells us about them

Everything written about us.

Everything written about us.

Everything written about us.

Where our work has been covered.

Where our work has been covered.

Where our work has been covered.

All press coverage

Frequently asked questions

Frequently asked questions

Frequently asked questions

How Uranos AI works, where your data goes, and what it is never used for.

How Uranos AI works, where your data goes, and what it is never used for.

How Uranos AI works, where your data goes, and what it is never used for.

Platform

What is the Uranos Research Assistant?

The Research Assistant is a 24/7 AI-powered data analyst that helps users access, interpret, and apply consumer and market insights derived from the Uranos database.

What are Uranos Personas?

Uranos Personas are interactive AI simulations of real-world consumers grounded in Uranos' extensive sociocultural research and micromilieu frameworks. They simulate the thought patterns, language, and behavior of real consumers.

How is Uranos AI (especially Virtualized Personas) different from other AI-powered personas on the market?

  • Data Depth & Validation — Uranos Personas are grounded in empirically validated sociocultural life-world models, not just generative or social media-derived training data.

  • Sociocultural Embedding — Each persona is integrated into a holistic micromilieu that encompasses values, lifestyle, media use, and consumer behavior.

  • Authenticity via Real Interviews — Language patterns are derived from actual consumer interviews, not generic or synthetic scripts, resulting in more realistic and trustworthy outputs.

  • Business-First Design — Built for marketers, researchers, designers, and strategists, with a clear focus on actionable insights and intuitive usability.

Is my data safe when using Uranos AI?

Yes. Data privacy and confidentiality are a top priority at Uranos. The platform is designed to meet high enterprise-level standards for data protection, especially when handling sensitive consumer and market information.

Does Uranos share my data with third parties?

No. Uranos does not share any client data with external third parties, except as outlined in our privacy policy. This includes both raw and processed data, as well as any interaction logs with Virtualized Personas or the Research Assistant.

Are the prompts or inputs I enter used for training OpenAI models?

No. Data entered into Uranos AI — whether through conversations with Virtualized Personas or the Research Assistant — is not used to train OpenAI's models. Uranos uses API-based access to OpenAI infrastructure under strict privacy agreements that exclude all data from being used for model training.

What are the differences between Virtualized Personas and the Research Assistant?

The difference can be summarised as follows:

  • Virtualized Personas — simulated consumer personas, in a conversational format.

  • Research Assistant — an analytical AI assistant, in a question-based dialogue.

Both draw on the same sources: Uranos micromilieus, the Uranos database, national consumer studies where available, an LLM and the open web.

In short: Virtualized Personas are talking consumers, the Research Assistant is a talking analyst.

How can the Research Assistant be integrated into my workflows?

It can support strategy, marketing, and innovation teams by assisting with:

  • Audience discovery

  • Market landscape analysis

  • Competitor analysis

  • Persona comparison

  • Opportunity mapping

  • Communication planning

Its natural-language interface makes it ideal for rapid, iterative exploration during workshops or planning sessions.

Is the Research Assistant suitable for my organization?

For businesses that regularly conduct market research, audience segmentation, or data-driven decision-making, the Research Assistant offers a significantly faster and more efficient approach at lower cost than traditional survey methods.

For companies that have so far conducted little or no analysis as part of their decision-making — often due to cost constraints — the Research Assistant offers an efficient and cost-effective alternative to traditional studies, and a pathway toward data-driven business decisions.

How do I access the Research Assistant?

Once you are logged into the Uranos platform, the Research Assistant is available instantly — no additional setup required.

What are typical prompt examples for the Research Assistant?

  • Which micromilieu(s) are currently most engaged with my brand?

  • Where is the highest market potential for my product?

  • What micromilieus are my core competitors targeting?

  • Which media channels are preferred by my target micromilieus?

Can I test my advertising?

Yes. Marketers can upload a preview of their planned campaign and instantly see which micromilieu is most likely to respond. This allows brands to verify if the ad aligns with their target audience — before going live.

How many personas are available?

Uranos provides up to 300 personas per market, tailored to cover a diverse spectrum of consumers and use cases.

What can Personas be used for?

They are ideal for:

  • Marketing strategy

  • Product development

  • UX and service design

  • Communication testing

  • Innovation and trend mapping

  • Giving targeted feedback on things like design drafts or early concepts

They help teams make confident decisions based on authentic consumer mindsets.

How do I interact with a Persona?

You can ask them questions in natural language through the Uranos platform — just like you would in a focus group or one-on-one interview.

What are common prompt examples for Personas?

  • What product features does your micromilieu care most about?

  • How would you describe the brand experience?

  • What kind of new products or features would interest you?

  • What is your opinion on the proposed design concept?

Where is the data processed and stored?

Uranos processes and stores data on secure servers that comply with EU data protection laws (GDPR). Hosting and encryption standards align with best practices in cloud security and enterprise compliance.

Can I delete my data?

Yes. As a user or client, you retain full control over your data. You can request permanent deletions in accordance with GDPR and corporate compliance standards at any time.

Does Uranos perform human review of the interactions?

To ensure an appropriate level of protection for your personal data, we have implemented comprehensive organizational measures. These include, among others:

  • Raising awareness and providing training to our employees on handling personal data

  • Implementing access and authorization management systems

  • Defining clear responsibilities and accountabilities within the company

  • Regularly reviewing and adjusting our data protection processes

  • Continuously monitoring compliance with data protection regulations

These measures ensure that your data is protected in accordance with current technological standards and legal requirements.

Research

What are values-based micromilieus, and how do they enhance customer insights?

Values-based micromilieus segment consumers based on shared core values, lifestyles, and mindsets — going beyond simple demographics. Micromilieus enable a deeper, future-oriented market analysis that goes beyond traditional segmentations.

They not only help maximize existing market potential but also allow for the early identification of growth opportunities. This leads to higher market penetration, improved sales strategies, and targeted innovation management.

How accurate are Uranos AI-generated customer insights compared to traditional methods?

AI-powered insights can often be more precise, faster, and scalable than traditional research. Uranos combines large-scale behavioral data with deeper values-based segmentation.

What kind of data does the Research Assistant use?

It accesses the full Uranos knowledge base, including qualitative and quantitative insights from over a decade of research on values-based micromilieus. Where available, it also integrates national consumer studies for additional depth (currently limited to select countries).

How are Personas different from traditional personas?

While traditional personas are static and based on assumptions, Uranos personas are dynamic, data-driven, and based on real insights from over a million interviews conducted in more than 20 countries — bringing you closer to your audience than ever before.

Data Intelligence

Can I integrate my existing customer data from CDP or CRM systems into Uranos AI?

Yes, absolutely. Uranos AI is designed to seamlessly integrate with your existing customer data infrastructure (e.g. data from your CDP/CRM).

What is the benefit of assigning my customers to micromilieus?

Once your customer base is mapped to specific Uranos micromilieus, you can:

  • Analyze your current audience in a deeper, value-based context.

  • Identify opportunity segments for upselling, retention, or new product adoption.

  • Directly interact with corresponding Virtual Personas to explore needs, expectations, and language preferences — based on real data, not assumptions.

Will my customer data be shared or stored by Uranos?

No. The mapping is performed using anonymized or pseudonymized data. Uranos does not store or retain identifiable customer data unless explicitly authorized and contractually agreed upon.

How does the integration work?

Uranos offers a streamlined mapping process using an algorithm, which allows you to match your existing customers to the Uranos micromilieus based on key sociodemographic and behavioral signals (for example age, postal code, media use, purchase history). You do not need to share raw personal data or identities.