About SV(M): Platform overview and updates

About SV(M): Platform overview and updates

Streaming Viewership (M) is a cloud-based application designed by Luminate to compile, manage and visualize streaming consumption data. 


SV(M) automatically ingests multi-source streaming data, processes and unifies data and metadata and applies our proprietary model to calculate film and TV streaming viewership figures. The SV(M) platform delivers next-day streaming data, title metadata and an array of analytics tools via an accessible, intuitive user interface. 


Powered by Luminate Film & TV’s industry-leading library of metadata, expertise in data science and cutting-edge data delivery technologies, SV(M) is built for the future of entertainment analytics. 





Back to SV(M) Home 


Our technology


Multi-cloud architecture 

The SV(M) application, which incorporates Amazon Web Services (AWS) and Snowflake, is fast, flexible and scalable. The cloud-based platform enables real-time ingestion of structured and unstructured data through asynchronous processes across standard and non-standard formats. Our data infrastructure seamlessly and continuously works to process signals from multiple sources in order to model viewership, maintain a large database of title information and visualize data in the SV(M) interface.


ACR panel data

Among other data sources, SV(M) receives ACR (Automated Content Recognition) data from a panel of over 4 million U.S. smart TVs and connected devices. ACR technology can identify content being played onscreen with a high degree of accuracy.


Data science and machine learning

SV(M) uses machine learning and AI technologies such as RAG and SLMs to augment and improve our data quality and enhance the predictive capabilities of our model.


SV(M) API

Query our database of film and TV viewership data and metadata with the Luminate SV(M) API. Visit the Luminate Developer Hub for all API documentation. SV(M) API access requires a separate subscription.






Latest updates

We’re continually building a better SV(M). New releases, fixes and improvements will be announced in our monthly Product Updates email. 



April 2025
  1. New Title Dashboards: TV Show and Movie Dashboards have been fully redesigned with feature enhancements, including custom Time Frame selection. Read more: Title Dashboards

  2. Streamer Dashboard exports: Users can now export grids of top TV shows, movies and episodes from Streaming Service Dashboards. Read more: Streamers

  3. Ranking Report data: Enhancement. TV Ranking Reports now include the number of episodes available for a season during the selected time frame. All Ranking Report exports now list available streaming platforms for each title. Read more: Ranking Reports


March 2025
  1. API access: Feature release. The new Luminate SV(M) API is now available. API subscribers can query our entire database of film and TV metadata and viewership metrics. Read more: Luminate Developer Hub

  2. Search by season: Enhancement. Users can now search for (and navigate to) specific TV seasons directly from the Search bar.


February 2025
  • New Home page: We revamped Home to show chart previews with more top titles, key stats and a sleeker visual design. Read more: SV(M) Home

  • TV view counts: The Total Views figure for TV seasons has been normalized to better account for engagement across TV seasons with different numbers of episodes. 


January 2025
  • Dashboard metadata: TV Show and Movie Dashboards now include synopses. Read more: Title Dashboards

  • Episode sorting: On TV Show Dashboards, scroll to Episodes and click column headers to sort by minutes watched or total views within your selected time frame. 





Past updates


December 2024
  • Total Views: New metric for TV shows. See total number of views for TV seasons on TV Show Dashboards. Read more: Title Dashboards

  • New streamer / Tubi: Provider data and viewership metrics for Tubi have been added to SV(M)’s tracking. Read more: Streamers


November 2024

  • Ranking Report: Feature release. Generate ranked lists of up to 200 titles based on minutes watched across original and library content. Set custom date ranges and filter by genre to refine rankings, analyze the marketplace and uncover industry trends. Read more: Ranking Report


October 2024

  • Predictive Search: Suggested results now appear as you type, with no need for exact name matching or punctuation. Read more: Search

  • Episode Trends: On TV Show Dashboards, we’ve enhanced the Episode Trends pane with more information and better data visualizations. Read more: Title Dashboards


September 2024

  • Export Comparisons by Episode: Compare minutes watched at the episode level for up to six TV seasons simultaneously as a CSV or Excel export. Read more: Comparison

  • Time Frame menu: Time Frame now includes drop-down options for Current Week, Last Week, Year to Date and First 12 Weeks of Activity. 

  • Activity to Date display: Dashboards now include Activity to Date as part of Minutes Watched.






More to know

General troubleshooting: Common SV(M) problems

About the Model: How SV(M) measures streaming data

SV(M) User FAQs: Help with platform features







    • Related Articles

    • Welcome to SV(M): Streaming Viewership, Modeled

      Welcome to Luminate Streaming Viewership (M), your source for film and TV streaming measurement and analytics. Designed and operated by Luminate, the entertainment industry’s trusted third party of record, SV(M) ingests data from multiple sources and ...
    • About CONNECT: Platform overview and updates

      CONNECT is a cloud-based application that compiles trillions of data points on artists, songs and musical releases to build the industry’s most comprehensive resource for music consumption data and analytics. The CONNECT user interface presents ...
    • Troubleshooting SV(M) login issues

      Forgot your Luminate password? Can’t access SV(M)? Getting a mysterious error message? Our Support team can help—but first, try these troubleshooting tips. Read on for a list of common SV(M) login problems and our recommended solutions. Back to ...
    • Quickstart Guide: Set up SV(M) in minutes

      Welcome to Luminate Streaming Viewership (M)! Use this guide to set up your SV(M) account and log in for the first time. Even if you’ve subscribed to other Luminate products before, you’ll need a separate SV(M) subscription to access the platform. ...
    • SV(M) Support: Find answers and get the help you need

      Struggling with an SV(M) feature? Having technical problems? Not sure where to start? We want you to get the most out of SV(M): the best data, the clearest analysis and the most useful insights. So we developed resources to get you started, guide you ...
    • Popular Articles

    • Quickstart Guide: Set up CONNECT in minutes

      Whether you’re a new user or already have a Luminate Data account, here’s how to log in, access the CONNECT platform and start uncovering music insights. Back to Getting Started Quickstart steps If you’re already a Music Connect user, skip to Step 4 ...
    • Troubleshooting login and access issues

      Locked out of your Luminate account? Can’t log in to CONNECT? Getting a mysterious error message? Our Support team can help—but first, try our troubleshooting tips. See below for common login problems and our recommended solutions. Back to Getting ...
    • Troubleshooting guide: Quick fixes to common problems

      If you’ve hit a CONNECT roadblock—access issues, error messages, apparent bugs—don’t despair! There could be a simple solution. Use this guide to narrow down the problem and/or make it easier to explain to Client Support. First, review our best ...
    • Methodology 101: How Luminate collects, models and measures music data

      Luminate tracks music consumption activity. We do this by ingesting reported activity from thousands of data sources. We use that data to construct and maintain a musical entity database. This allows us to attach metadata and activity to artists, ...
    • Glossary: Acronyms, key terms and definitions

      Key terms and acronyms used in CONNECT. Back to Terms and Concepts Back to How It Works A ATD Activity to Date Combined total activity, starting from the earliest year for which CONNECT has complete data and ending with the selected time frame. ATD ...