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June 14, 2026·Comparison·Minds Team

# **Minds vs Splendid Research: Synthetic vs Traditional Panels**

Minds vs Splendid Research compared: How do synthetic panels stack up against traditional market research for German mid-sized businesses?

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For German companies looking for fast and precise audience insights, Minds offers a cutting-edge alternative to Splendid Research. While Splendid Research relies on traditional, physical online panels, Minds delivers AI-based audience simulations with an average correlation of 85 to 95 percent compared to traditional panels, all in under an hour instead of several weeks.

## At a glance

| Dimension | minds | splendid-research | Verdict |
| :--- | :--- | :--- | :--- |
| Technology | AI-based audience simulation | Physical online panels with real participants | Minds for speed, Splendid for physical validation |
| Speed | Results in under 1 hour | Several days to weeks of field time | Minds is many times faster |
| Accuracy | 85 to 95 percent correlation, up to 100 percent for specific questions | Traditional statistical representativeness | Both highly accurate for their respective use cases |
| Cost Structure | No recruitment costs per participant, a fraction of traditional panels | Billed per respondent and target audience specificity | Minds is significantly more cost-effective at high scale |
| Scalability | Up to 10,000+ responses per simulation | Limited by panel size and budget | Minds offers unlimited scalability |
| Data Privacy | 100 percent GDPR-compliant, hosting on EU servers, no personal data | GDPR-compliant, but requires managing participant data | Both compliant, but Minds processes no user data |
| Best for | Iterative testing of claims, designs, and positioning | Political polls, clinical trials, regulatory proof | Minds for agile product development, Splendid for official representativeness |

## Methodological Comparison: Synthetic Simulation vs. Traditional Online Panel

The fundamental difference between Minds and Splendid Research lies in the methodological approach to data collection. Splendid Research operates a traditional online panel. This means the company maintains a pool of real human participants in Germany and Europe. When a company commissions a study, these participants are invited via email or app to fill out a questionnaire. While this process delivers valuable, directly human-generated data, it naturally comes with logistical overhead, waiting times, and rising costs for complex target audience filters.

Minds, on the other hand, is not a survey platform, but a professional research simulation infrastructure. Instead of recruiting real people and waiting for their responses, Minds simulates the behavior and preferences of target audiences based on a highly sophisticated three-stage model.

This model ensures that no simulation is based on mere assumptions. In the first phase, data anchoring at Level 01, real-world data such as CRM data, internal surveys, or traditional market studies are ingested. At Level 02, the simulation model, the system draws on deep consumer knowledge, demographic anchors, and robust behavioral models. At Level 03, validation, the results are continuously benchmarked against real-world responses, panel data, and established reference benchmarks from official statistical authorities such as the Statistisches Bundesamt or Eurostat. The result is a synthetic target audience whose reactions are virtually indistinguishable from a physical panel.

## The Relevance of Regional Specifics for German Mid-Sized Businesses

For German mid-sized businesses, regional specificity is of critical importance. A consumer in rural Bavaria often reacts differently to marketing claims or packaging designs than a consumer in a major North German city.

While Splendid Research allows panels to be filtered by federal state or region, recruitment becomes increasingly difficult and expensive as requirements become more specific. For example, if a mid-sized company is looking for a highly niche target audience in a specific region, the field time with Splendid Research can increase significantly because only a limited number of matching panelists are active.

Minds solves this problem by utilizing localized German demographic anchors. Because the system is based on validated demographic and psychographic models as well as established consumer behavior frameworks, it can precisely simulate regional nuances of the German market. This allows a mid-sized consumer goods manufacturer to test how a new packaging design is perceived in different regions of Germany within minutes, without having to rely on the tedious recruitment of physical participants. This not only saves time but also significantly preserves the market research budget.

## Speed and Agility in the Marketing Lifecycle

In modern product development and marketing, speed is a decisive competitive advantage. Those who have to wait weeks for the results of a traditional market study lose valuable time in the innovation process.

With Splendid Research, every study requires a preparation phase, questionnaire programming, field time for surveying panelists, and subsequent data cleaning and analysis. This process typically takes several days to weeks. While this is entirely appropriate for strategic, long-term decisions, it is often too slow for the agile daily workflow of marketing and innovation teams.

Minds was developed specifically for the needs of agile teams. Because target audiences are simulated synthetically, the results of a simulation with up to 10,000 responses are available in under an hour. This enables teams to test, adapt, and re-simulate concepts, packaging designs, campaign claims, and positioning multiple times a day. This iterative approach ensures that only concepts with a high probability of success are pursued, well before the first physical budget is spent on campaigns or field tests.

## Accuracy and Validation of Results

A common objection to synthetic panels concerns the accuracy of the results. Can a simulation actually predict the reactions of real people?

Minds proves this with impressive numbers. The platform achieves an average correlation of 85 to 95 percent with traditional physical panels in predicting preferences, linguistic adaptation, and identifying objections. For highly specific questions and well-anchored segments, this correlation can even reach up to 100 percent. This high level of accuracy is ensured by continuous validation against real-world data and established benchmarks such as Kantar, the US Census, BEA, CDC, Eurostat, and the Statistisches Bundesamt.

As a traditional institute, Splendid Research also offers high data quality based on the verification of real participants. However, physical panels are not free from bias either. Effects such as panel attrition, deliberate false statements by participants to obtain incentives, or bias due to the pure online affinity of panelists can affect the results. Minds minimizes these human sources of error through the statistical consistency of its simulation models.

## Cost Structure and Budget Efficiency

Budgeting for market research projects poses challenges for many companies. Traditional panels like Splendid Research typically calculate their prices based on the number of respondents (N-size), questionnaire length, and target audience specificity. Every additional filter or sample increase leads to linear cost increases. For continuous, iterative testing, this model is simply too expensive for many mid-sized companies.

Minds breaks away from this traditional cost structure. Since no physical participants need to be recruited and incentivized, there are no variable costs per respondent. Companies can run simulations with extremely large sample sizes of up to 10,000+ responses without costs skyrocketing. This enables a completely new level of budget efficiency. Market researchers and marketing managers can run as many iterations as necessary to optimize a product or campaign, without having to worry about rising recruitment fees.

## Data Privacy, GDPR, and Data Security

For German companies, especially in the mid-market and B2B sectors, compliance with the General Data Protection Regulation (GDPR) is a non-negotiable criterion when choosing software partners.

As the operator of a physical panel, Splendid Research must manage extensive personal data of its participants. This requires complex consent procedures, strict security measures, and continuous monitoring of data flows to ensure GDPR compliance.

Minds offers a decisive advantage here in terms of data security. Because the platform simulates target audiences synthetically, no personal data of real end consumers or survey participants is processed during the entire simulation process. The entire Minds infrastructure is hosted on servers within the European Union and is 100 percent GDPR-compliant. Companies can test sensitive concepts and claims without the risk of violating data privacy regulations or having to conduct complex data protection impact assessments for external panelists.

## System Limitations and Complementary Use

To make an informed decision, it is important to understand the limitations of both systems. Minds is not a silver bullet for every type of market research. The platform is explicitly not designed for clinical or regulatory studies where the law strictly mandates proof of physical test subjects. Similarly, Minds is not suitable for representative price elasticity analyses down to the cent, or for official political election polling where real-time sentiment from real voters must be captured.

In these areas, Splendid Research has clear advantages with its verified, human panelists. If you need an officially certified study for government agencies or want to investigate the physical feel of a product as part of a product test, the traditional panel from Splendid Research remains the first choice.

However, for the majority of daily marketing and innovation decisions - such as testing ad creatives, refining brand messages, evaluating packaging designs, or understanding customer barriers - Minds offers the significantly more agile, faster, and more cost-effective solution. Many forward-thinking companies use both approaches complementarily: they optimize their concepts and claims cost-effectively and quickly upfront with Minds, and only conduct the final, regulatory-required validation via a traditional panel like Splendid Research.

## How minds actually works

Minds is based on a scientifically grounded, three-stage simulation model that precisely predicts target audience reactions. At Level 01, data anchoring, real-world data sources such as CRM data, existing market studies, or customer surveys are integrated to establish a solid, realistic foundation. At Level 02, the simulation model, this data is linked with deep consumer knowledge and demographic anchors to simulate the behavior of the target audience. At Level 03, validation, Minds continuously benchmarks the simulation results against real-world panel data and official benchmarks from institutions such as the Statistisches Bundesamt or Eurostat. This ensures that the simulated responses achieve an 85 to 95 percent correlation with real-world surveys.

## How splendid-research actually works

Splendid Research operates as a traditional full-service market research institute with its own proprietary online panel. The company recruits real people in Germany and Europe, verifies their identity, and maintains detailed profiles with socio-demographic and psychographic characteristics. For a specific research project, a questionnaire is created and sent to a selected sample from this panel. Participants complete the survey online and receive compensation for their time. After the field phase is complete, the data is cleaned, statistically weighted, and analyzed by researchers to make representative statements about the general population or specific sub-segments.

## When to choose minds

Minds is the optimal choice for marketing, insights, and innovation teams looking for a fast, cost-effective, and infinitely scalable solution for continuous concept testing. If you want to validate claims, packaging designs, or positioning strategies in under an hour to avoid costly mistakes before actual budget deployment, Minds provides the perfect infrastructure. Thanks to GDPR compliance via EU hosting and the elimination of linear recruitment costs per participant, Minds is ideally suited for agile sprints and iterative optimization processes in German mid-sized businesses.

## When to choose splendid-research

Splendid Research is the right choice when your research question strictly requires physical interaction with real people, as is the case with haptic product tests or taste tests. The traditional panel from Splendid Research is also indispensable for official political polls, clinical trials, or regulatory-mandated market research reports that require a certified human sample. If time and budget are secondary considerations and you need a traditional, representative expert report for external stakeholders, Splendid Research offers the familiar methodological assurance.

## Verdict for German buyers

For German mid-sized businesses, the comparison between Minds and Splendid Research provides clear strategic direction. While Splendid Research plays to its strengths in traditional, physical representative studies and regulatory proof, Minds revolutionizes daily decision-making in marketing and product development. Minds makes it possible to precisely map localized German demographic anchors and regional specifics without having to accept the high costs and time delays of physical panel recruitment. With an average correlation of 85 to 95 percent, Minds delivers deep insights in under an hour. Optimize your market research and schedule a live demo at [getminds.ai](https://getminds.ai).