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Minds

June 26, 2026·Comparison·Minds Team

# **Minds vs LIVEPANEL: Synthetic Panels vs Sample Scaling**

Compare Minds and LIVEPANEL. Discover how Minds' fully synthetic validated research panels compare to LIVEPANEL's hybrid mobile-first sample-scaling tool.

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Minds and LIVEPANEL represent two distinct philosophies in the rapidly evolving landscape of modern market research. Minds is a fully synthetic market research platform designed to let teams build validated AI panels from scratch, enabling instant concept, message, pricing, and positioning tests without the need for human recruitment. LIVEPANEL, based in Spain and Latin America, operates primarily as a hybrid mobile-first platform that uses its proprietary mobile app to collect real human responses and then leverages its N-Infinite machine learning tool to scale and augment those samples. While Minds offers a completely virtual, self-serve environment for rapid audience simulation, LIVEPANEL focuses on optimizing agency workflows by bridging physical mobile panels with synthetic sample boosting.

## At a glance

| Dimension | Minds | LIVEPANEL | Verdict |
| :--- | :--- | :--- | :--- |
| Core technology | Fully synthetic AI panels (validated personas called Minds) built from demographic and behavioral data anchors. | Hybrid sample-scaling platform (N-Infinite) that uses machine learning to project and expand real mobile panel survey data. | Minds for instant synthetic panels; LIVEPANEL for scaling up existing human survey data. |
| Validation | Built-in validation pipeline comparing outputs against real human panels and official reference sources (US Census, Eurostat, BEA) to reach 85 to 95 percent agreement. | Validated against primary responses gathered from their own proprietary, incentivized mobile panel app. | Minds offers objective statistical validation; LIVEPANEL relies on proprietary mobile panel benchmarks. |
| Setup and infrastructure | Zero setup required. Runs entirely in the web browser with no external data collection or panel management needed. | Requires managing or launching primary surveys, either through their mobile panel app or by importing incomplete questionnaires. | Minds is significantly easier to deploy with zero infrastructure or setup. |
| Best fit user | Marketing, insights, product, and innovation teams needing rapid, validated consumer feedback without recruiting humans. | Brand managers and research teams looking to boost small sample sizes or scale up existing mobile survey campaigns. | Minds is built for agile corporate teams; LIVEPANEL is tailored for agency workflows and mobile panel research. |
| Speed to insight | Quantitative results and deep qualitative interview-style artifacts delivered in under an hour. | Fast synthetic scaling (Express and Lite modes) that generates expanded samples and open-ended responses in minutes once seeded. | Minds is faster for end-to-end testing; LIVEPANEL is fast once primary survey seeds are collected. |
| Cost model | Low, predictable SaaS subscription with a free tier, Premium at about 39 euros per month, and Team plans at about 79 euros per seat per month. | Custom enterprise pricing and project-based costs aligned with mobile panel recruitment and sample scaling. | Minds is highly accessible with transparent, low-cost self-serve pricing. |
| Data privacy | Hosted on secure EU servers, processes no personal data, and fully respects user and respondent privacy. | Processes personal data of app users (emails, phone numbers, device IDs, geolocations) to manage panel rewards. | Minds is superior for strict corporate compliance as it processes no personal data. |
| Maturity | Established synthetic research platform built for rapid, multi-market validation. | Mature market research technology provider founded in 2016, with its synthetic N-Infinite platform launched in 2024. | LIVEPANEL has deep roots in mobile panels; Minds is the modern standard for pure synthetic research. |

## How Minds actually works

Traditional market research faces significant headwinds, including declining response rates, skyrocketing panel recruitment costs, and the slow pace of physical survey distribution. Minds addresses these challenges by shifting the paradigm from human-dependent data collection to highly validated, fully synthetic audience simulation. The platform allows users to build validated AI personas, known as Minds, which represent highly specific target audiences. These personas are not generic, uncalibrated AI models. Instead, Minds are built on a solid foundation of real-world data anchors, which include customer relationship management (CRM) data, historical survey results, and classic demographic studies. By grounding the AI personas in these real-world datasets, Minds ensures that the simulated respondents behave, think, and react like actual target consumers.

Once a panel of Minds is assembled, researchers can ask them anything, running comprehensive tests for concepts, messaging, pricing, packaging, and positioning. To ensure these synthetic panels are not just generating plausible-sounding answers, Minds employs a sophisticated, multi-stage validation pipeline. The platform continuously benchmarks its synthetic outputs against actual human panel responses and authoritative, official reference sources. These reference sources include national statistical agencies such as the United States Census Bureau, the Bureau of Economic Analysis, Eurostat, and other national statistical databases. Through this continuous benchmarking, Minds achieves an average of 85 to 95 percent statistical agreement with traditional human panels. This level of accuracy means product, marketing, and insights teams can confidently run complex concept tests, knowing that the simulated feedback matches real human behavior.

In under an hour, users receive both quantitative results, such as structured data tables, preference scores, and statistical distributions, and deep, qualitative, interview-style artifacts. These qualitative outputs simulate one-on-one depth interviews, providing researchers with the why behind the numbers without the need to coordinate, record, and transcribe physical focus groups. Unlike traditional research setups that require complex panel recruitment, incentive management, and specialized data science infrastructure, Minds runs entirely in a standard web browser. There is no software to install and no complex infrastructure to configure. Privacy is a core design principle, as the platform is hosted on secure European Union servers and processes absolutely no personal data of respondents. This makes it an ideal solution for enterprise compliance teams. Furthermore, Minds democratizes access to high-quality insights with an accessible pricing model. There is a free tier to get started, while the Premium plan is positioned at about 39 euros per month, with Team plans available at about 79 euros per seat per month.

When conducting pricing research, for example, Minds can simulate complex methodologies like the Van Westendorp Price Sensitivity Meter or Gabor-Granger models. By querying a panel of calibrated Minds, researchers can identify the optimal price point and acceptable price ranges for a target demographic in a fraction of the time required by traditional methods. Similarly, for packaging and positioning tests, the synthetic panel can evaluate multiple variations of design concepts or marketing copy, providing detailed feedback on what resonates most. The platform's ability to generate quantitative metrics alongside rich, qualitative narratives allows insights teams to gain a comprehensive understanding of consumer preferences, combining statistical rigor with descriptive depth.

## How LIVEPANEL actually works

Founded in 2016 in Buenos Aires, Argentina, and maintaining offices in Madrid, Miami, Mexico City, Bogota, and Guayaquil, LIVEPANEL has historically operated as a real-time market research company with a strong focus on mobile-first data collection. At the core of its original model is a proprietary mobile panel application. Real human respondents download the LivePanel app onto their mobile devices, register their sociodemographic profiles, which include date of birth, country, gender, economic status, education, and employment, and participate in surveys in exchange for rewards from their Prize Market Place. To ensure data quality and prevent duplicate entries, the app tracks technical data such as Device IDs, operating systems, geolocations, and pseudonymized Panelist IDs. This allows LIVEPANEL to gather high-quality primary research data directly from verified mobile users across Spain, Latin America, and other global regions.

In 2024, LIVEPANEL expanded its capabilities by launching N-Infinite, a sample-scaling and data-augmentation platform, and subsequently releasing its software-as-a-service (SaaS) version. N-Infinite is not a pure synthetic audience generator; instead, it is a hybrid tool designed to expand and project existing primary survey data. It relies on data science and data engineering to take incomplete questionnaires or small-scale survey results and project them onto a larger modeled customer base. This allows research teams with reduced budgets to take a small, cost-effective human sample and scale it up synthetically, saving on the costs of recruiting larger human panels. The platform features a drag-and-drop interface that does not require specialized data science or machine learning expertise, making it accessible to brand and product managers.

In 2025, LIVEPANEL introduced new agile formats to N-Infinite, including Express mode and Lite mode. Express mode uses primary survey data from over 100 countries alongside third-party demographic data to expand results in scenarios where local profiling attributes are scarce. Lite mode allows for rapid, almost instantaneous boosts of 30 to 40 percent on existing sample cells without requiring new profiling datasets. Additionally, the platform integrates machine learning technologies with large language models to synthetically generate original open-ended answers. These answers are designed to be consistent with the quantitative questionnaire responses and the specific characteristics of the panelists, while maintaining contextual relevance and avoiding hallucinations. This technology also offers normalizing and coding for brand awareness questions, such as top-of-mind awareness, conceptual normalization, and free-form responses, helping agencies streamline their qualitative data processing workflows.

For agencies managing complex workflows, LIVEPANEL offers a practical solution to the persistent challenge of sample scarcity. In many niche markets or specific demographic segments, recruiting a statistically significant number of physical respondents is either prohibitively expensive or logistically impossible. LIVEPANEL's N-Infinite platform bridges this gap by allowing agencies to gather a baseline of primary responses and then synthetically expand the sample size. This hybrid model ensures that the final deliverables provided to clients are backed by real-world human feedback while benefiting from the statistical stability and completeness that synthetic data augmentation provides. The platform's focus on agency workflows makes it a valuable asset for research firms looking to optimize their operational efficiency and deliver robust insights within tight client timelines.

## When to choose Minds

Minds is the ideal choice when your team requires immediate, end-to-end synthetic market research without the logistical overhead of managing human surveys. If you are starting from a blank slate, such as testing a completely new product concept, evaluating early-stage packaging designs, or running complex pricing elasticity studies, Minds allows you to build and query simulated panels in under an hour. Because the platform does not require you to seed the model with existing primary survey data, it eliminates the time and expense of running preliminary human studies. Product, innovation, and insights teams can rapidly iterate on ideas, changing variables on the fly and receiving both quantitative charts and qualitative, interview-style feedback almost instantly.

Additionally, Minds is the superior option for organizations with strict data privacy and compliance mandates. Because Minds processes no personal data and is hosted entirely on secure European Union servers, it bypasses the complex regulatory hurdles associated with tracking real human panelist identities, geolocations, or device IDs. This makes it highly attractive for enterprise marketing and insights teams who must comply with GDPR and other stringent data protection laws. Coupled with an incredibly low, transparent pricing structure featuring a free tier and the Premium plan at about 39 euros per month, Minds provides a self-serve, frictionless environment where any team member can generate validated consumer insights on demand.

Furthermore, Minds is designed to support rapid, iterative testing cycles that are common in modern agile product development. Traditional market research is often a bottleneck, forcing product and marketing teams to wait weeks for survey results before making critical decisions. With Minds, research becomes an active, continuous part of the creative process. Product managers can test a feature concept in the morning, refine the positioning based on the synthetic panel's feedback, and run a second validation test in the afternoon. This rapid feedback loop accelerates time-to-market and reduces the risk of product failure, all while maintaining a high standard of statistical validation.

## When to choose LIVEPANEL

LIVEPANEL is the preferred solution when your research methodology demands a hybrid approach that is anchored in real-world, mobile-first human responses. If your organization already utilizes primary mobile surveys or has an existing, high-quality dataset that is too small for robust statistical analysis, LIVEPANEL's N-Infinite platform is uniquely designed to scale that data. It is particularly strong for teams operating in Latin America and Spain, where LIVEPANEL's exclusive mobile panel recruitment is deeply established. By choosing LIVEPANEL, you can leverage their mobile app infrastructure to gather authentic seed data from verified human respondents, and then use their advanced machine learning models to boost your sample cells by 30 to 40 percent or generate consistent open-ended responses. This makes it an excellent fit for agency workflows and brand managers who want to maximize the value of their primary research budgets through advanced data augmentation.

Moreover, LIVEPANEL is highly beneficial when you need to maintain a direct connection to a specific, localized panel of real human respondents over time. If your brand relies heavily on tracking longitudinal changes in public opinion or brand awareness within specific Spanish-speaking regions, the ability to seed your research with LIVEPANEL's proprietary mobile app users is invaluable. This approach ensures that the foundational data reflects genuine, real-time consumer sentiments from verified individuals, which can then be scaled up using N-Infinite to generate broader market projections. It is the ideal choice for researchers who are not ready to transition fully to synthetic panels and prefer a hybrid methodology that keeps one foot firmly planted in traditional panel recruitment.

## **Frequently asked questions**

### **What is the main difference between Minds and LIVEPANEL?**

Minds is a fully synthetic market research platform that lets you build validated AI panels from scratch to run instant concept, pricing, and positioning tests. LIVEPANEL is a hybrid, mobile-first platform that focuses on sample-scaling and data augmentation through its N-Infinite tool. While Minds simulates complete target audiences using demographic and behavioral data anchors, LIVEPANEL requires primary human survey data to seed and scale its synthetic models.

### **How does Minds validate its synthetic research results?**

Minds uses a sophisticated validation pipeline that continuously benchmarks its simulated outputs against real human panel responses and official reference databases. These reference sources include national statistical agencies such as the United States Census Bureau, the Bureau of Economic Analysis, Eurostat, and other official national bodies. Through this process, Minds achieves an average statistical agreement of 85 to 95 percent with traditional human panels, ensuring highly reliable insights.

### **Does Minds require any technical setup or data science expertise?**

No, Minds is designed as a completely self-serve, browser-based SaaS platform that requires zero technical setup or infrastructure. Users can easily build validated personas, assemble panels, and run complex tests directly in their web browser without any background in data science. The platform handles all the underlying simulation and validation automatically, delivering quantitative and qualitative results in under an hour.

### **How do Minds and LIVEPANEL handle data privacy and compliance?**

Minds is hosted on secure European Union servers and processes absolutely no personal data, making it highly compliant with strict data protection regulations like GDPR. LIVEPANEL operates a proprietary mobile app panel where real human users register personal details, including emails, phone numbers, and geolocations, to receive rewards. While LIVEPANEL uses pseudonymized identifiers and adheres to local privacy laws, it must actively manage and process personal data, whereas Minds avoids personal data processing entirely.