STOP GUESSING.
START SCALING.

Transform scattered music industry data into profitable strategies for venue scaling, tour optimization, and artist development. We combine data science with deep music industry expertise to solve your most expensive decisions.

$70K+
Grant & Sponsorship Value Generated
$30-90K
Annual Booking Improvement Projected
79%
Accuracy in Predicting Venue Success
80%
Time Saved on Tour Planning

DATA SCIENCE MEETS MUSIC INDUSTRY EXPERTISE

We're not just data scientists, and we're not just music industry veterans. We're both. Our team combines proven Silicon Valley methodologies with decades of experience in artist development, venue operations, and tour management.

Every insight we deliver is rooted in real-world music industry knowledge, validated by rigorous data analysis, and designed to drive measurable business outcomes.

How We Work

Data Collection

Streaming, ticketing, social media, and survey data

Predictive Analytics

Machine learning models for revenue forecasting

Statistical Methods

Correlation, A/B testing, and validation

Actionable Deliverables

Dashboards, reports, and custom tools

OUR SERVICES

Transform scattered music industry data into profitable venue scaling decisions using proven Silicon Valley methodologies.

01

Revenue Prediction & Venue Scaling

Machine learning models that predict concert revenue from artist metrics across Spotify, YouTube, and social platforms. Analyze 800+ variables to determine optimal venue sizes and minimize financial risk on scaling decisions.

02

Tour Marketing Optimization

Identify optimal marketing surge timing and budget allocation across channels. Use correlation analysis and time series tracking to maximize venue fill rates while minimizing ad spend waste. Create replicable frameworks for every tour.

03

Audience Segmentation Strategy

K-means clustering and survey analysis to identify distinct audience segments. Design targeted campaigns by behavior, demographics, and preferences. Secure sponsorships and grants with data-backed audience insights.

04

Tour Route Optimization

Automated gap analysis and venue discovery tools that identify $800-900 revenue opportunities per show. Transform tour planning from days to hours with geospatial analysis and API integrations to Ticketmaster, Setlist.fm, and mapping services.

05

Custom Analytics Infrastructure

Unified dashboards connecting ticketing, streaming, social media, ad spend, and email campaign data. Automated reporting systems that track 5+ data sources in real-time with export-ready insights for team collaboration.

OUR APPROACH

Rigorous data science methods applied to music industry challenges

Data Collection

  • Streaming platforms (Spotify, YouTube, Apple Music)
  • Ticketing systems and venue data
  • Social media and marketing channels
  • Survey design and audience research

Predictive Analytics

  • Random Forest models for revenue forecasting
  • Regression analysis for venue scaling
  • Time series for momentum tracking
  • Classification for audience segmentation

Statistical Methods

  • Correlation and interaction effect analysis
  • A/B testing and experimentation frameworks
  • Cross-validation and model validation
  • Hypothesis testing and confidence intervals

Deliverables

  • Interactive dashboards and visualizations
  • Automated reporting systems
  • Custom tools and calculators
  • Actionable recommendations and playbooks
GT
Gold Theory Artists
Artist Management
"[VibeQuant] took an extremely detailed look at raw and unorganized data and was able to sort it and explain it in a way that was very simple and helpful to my team. They extracted trends that nobody else in my industry had previously pointed out or correlated to direct sales."
ALA
Artist Liaison Agency
Booking Agency
"Meredith went beyond my expectations and built a tool that has already saved me headache managing complex tours, and has freed up space for me to think about tour planning more strategically."

LET'S TALK DATA

Ready to make data-driven decisions for your roster, venue, or music career? Let's discuss your scaling opportunities.