
Large-scale Fan Emotion Analysis to Create Data-Driven Strategy.
Fan behavior is complex, fast-moving, and deeply emotional. Fan Trend Tracker turns that complexity into actionable intelligence, giving sports organizations the insight to engage smarter, respond faster, and build lasting loyalty.
Fan Emotion Tracking
Innovation
Real-time analysis of how fans feel, across social media. From emotional highs to crisis moments, nothing goes undetected.
Attitude & Loyalty Signals
Analysis
We measure the underlying attitudes and behavioral patterns that predict fan loyalty and engagement potential.
Trend Detection
Analytics
Fan Trend Tracker identifies shifts in discourse so clubs and brands can act on signals, not noise.
Academic Rigor
Methodology
Built on peer-reviewed consumer psychology and marketing science on how fans think and behave.
Turn Fan Emotion Into Competitive Advantage
High Standards
Focus on People
Fan behavior leaves a trail. Every comment, reaction, and post-match discussion contains signals that most organizations ignore, not because they don't matter, but because extracting meaning from millions of data points requires the right methodology.
Fan Trend Tracker was built to close that gap. Combining social listening at scale with academic-grade sentiment and emotion analysis, we give sports organizations a clear picture of what their fans actually feel and why it matters for decisions around content, communication, and fan engagement strategy.
Fan Trend Tracker is not built on assumptions or generic social media metrics. Every analytical layer, from emotion classification to theme extraction, is grounded in peer-reviewed consumer psychology and marketing science research.
This means the insights you receive are not just descriptive. They are interpretable, theoretically anchored, and designed to support decisions that hold up under scrutiny, whether in a boardroom, a strategy meeting, or a published report.
Where Marketing Science Meets Machine Learning.
Formula 1, F2 & F3 2026 Season.
Fan Trends
Emotion Trends
An in-depth analysis of how Formula 1 fans are reacting to the implementation of the new regulations. A race by race overview of sentiments and emotions, with analysis across the entire race weekend.
Also, identification of themes per emotion and even an analysis of offensive comments.
We analyse how fans respond in each day of an F1 weekend, what drives positive, negative and neutral emotions.
The 2026 data is also contrasted with data from the 2025 season, allowing for a greater longitudinal perspective.
Timeline of development.
Live FM: Fan Monitor
Four editions of large-scale survey on music fan behaviour. 4,000+ respondents. Downloaded over 27,000 times across the industry.
Live AM: Artist Monitor
Large-scale survey with music professionals in Europe regarding perceptions and the use of AI. Funded by several stakeholders, including SOUNDTRACK_COLOGNE.
Fan Trend Tracker
We receive the IU Incubator grant for their application of the "Fan Trend Tracker" and a shift of focus to the sports sector. Initial technical development begins.
First live analyses
Applied the system to Formula 1, the sport with very high volume of fan-generated online content and great commercial stakeholder interest.
Live data · F1, F2 & F3
Tracking the full 2026 season across three series in real time. Expanding to additional sports and opening to commercial clients.



