What is the Demand Score?
Overview
Follow this article to learn what the Demand Score is within Audiense Demand Intelligence and how it is used to measure and compare the popularity, relevance, and digital demand of entities across platforms, regions, and online channels.
The Demand Score is designed to provide a standardized ranking system that goes beyond raw social metrics by combining weighted demand signals from multiple data sources into a unified score.
What Is the Demand Score?
The Demand Score is a weighted ranking metric used within Demand Intelligence to evaluate the relative popularity and market demand of an entity. Entities are ranked on a percentile-based scale from 0 to 100.
The score is calculated using a tailored weighting framework that accounts for:
- Geographic market importance
- Platform relevance
- Search demand
- Social audience metrics
- Digital engagement signals
This approach helps organizations evaluate entities using a broader and more contextual demand measurement instead of relying solely on isolated metrics such as follower counts or search volume.
What the Demand Score Measures
The Demand Score is designed to measure overall digital demand across multiple online touchpoints. The scoring model may incorporate signals from:
- Social media platforms
- Search activity
- Website traffic
- Audience engagement
- Subscriber and follower metrics
By combining these signals, Demand Intelligence creates a more comprehensive representation of audience interest and online relevance.
Why the Demand Score Is Different From Raw Metrics
Traditional social metrics, such as followers or subscribers, only provide a partial view of popularity.
The Demand Score adds additional context by applying:
- Channel weighting
- Regional weighting
- Cross-platform aggregation
- Trend analysis
For example, two entities may have similar follower counts, but their Demand Scores may differ significantly based on:
- Search demand
- Regional popularity
- Cross-channel performance
- Audience engagement patterns
This helps organizations identify entities with stronger overall market relevance rather than simply larger audiences.
Understanding the Weighting System
Demand Intelligence uses both market-level and platform-level weighting to calculate the Demand Score.
Market Weighting
Different countries and regions may contribute differently to the overall score based on their relative importance within the scoring model.
Channel Weighting
Each platform or data source is assigned its own weighting value based on its contribution to the overall demand calculation.
Supported channels may include:
- Google Search
- YouTube Search
- TikTok
- X (formerly Twitter)
- YouTube
- Website traffic sources
These weighting systems help produce rankings that are more contextually accurate and strategically useful.
How Entities Are Ranked
Entities are ranked against one another using aggregated demand signals across supported channels and regions.
The scoring system standardizes rankings on a 0–100 scale to make comparisons easier across:
- Brands
- Talent
- Organizations
- Entertainment properties
- Media entities
- Intellectual property (IP)
Higher scores indicate stronger relative demand and digital relevance within the analyzed dataset.
Accessing Raw Data and Rankings
Demand Intelligence provides both:
- In-platform rankings and visualizations
- Downloadable raw data exports
These exports allow organizations to:
- Perform custom analysis
- Build external dashboards
- Upload data into BI tools
- Create custom reporting workflows
- Validate internal market assumptions
The downloadable datasets provide greater flexibility for organizations that require deeper analysis beyond the standard Demand Score visualizations.
How Organizations Use the Demand Score
Organizations use the Demand Score to support a variety of strategic workflows, including:
- Talent and influencer evaluation
- Brand benchmarking
- Partnership analysis
- Media and entertainment research
- Licensing opportunities
- Competitive analysis
- Trend monitoring
- Audience demand forecasting
By consolidating multiple demand signals into a unified ranking framework, the Demand Score helps organizations make more informed data-driven decisions across markets and platforms.