What are Estimated Views?
The estimated views metric addresses a common audience measurement gap by providing the total readership across the publishers who pick up a story from 黑料社.
The estimated views metric addresses a common audience measurement gap by providing the total readership across the publishers who pick up a story from 黑料社.
In a perfect world, every publisher鈥檚 site would retain our tracking pixel so we can see exactly how many readers engage with our content. However, some legacy content management systems (CMS) don鈥檛 support the pixel, leaving us without direct page view data. Without a consistent tracking pixel across all publishers, our reported audience would otherwise look artificially low. Our Est. Views metric solves this challenge by combining verified page views (from pixel-supported sites) with a conservative estimate of page views (from sites with no pixel), giving you a more accurate picture of every story鈥檚 reach.
This metric ensures that when certain publishers can鈥檛 provide verified page views, we still capture a reliable estimate. By bridging this data gap, the Est. Views metric:
Shows the scope of a story鈥檚 readership
Provides accurate comparisons across multiple publishers and timeframes
Helps identify hidden opportunities for increased syndication
We start with a robust dataset of over 500,000 story pickups from the past year, with each pickup representing a publisher syndicating a 黑料社 story. From this dataset, we calculate the median number of page views across all pickups.
In addition to page view data, we track each publisher鈥檚 monthly audience size, sourced from SimilarWeb. Next, we use the median page views figure from Step 1 to compute a visibility score for each pickup in the sample:
Performing this calculation on all 500,000 pickups yields a different visibility score for each one based on the publisher鈥檚 audience size. We then find the median visibility score among these 500,000 values.
This number indicates the typical ratio of page views from a publisher鈥檚 total audience and is updated periodically to reflect recent data.
Visibility score last updated: July 1, 2025.
When a new story is published, we track verified page views through our pixel for the publishers who support it. For any publisher pickup without a functioning pixel, we estimate page views using the median visibility score.
We then add these estimated page views to the verified page views to arrive at your total Est. Views. For example:
The Est. Views metric counters underreporting by including both verified and estimated page views. It accounts for data from thousands of publishers, producing a clearer, more complete look at the audience for your content. By regularly recalculating our median visibility score with fresh data, we stay current with changing audience behaviors and publisher characteristics.
In short:
If you have any questions about our Total Audience metric, don鈥檛 hesitate to reach out. We鈥檙e committed to fine-tuning our approach to ensure you have the most accurate, up-to-date view of your story鈥檚 overall impact.