This article provides an overview of what Estimated Reach is, how it’s calculated across media types, and how to interpret it for effective decision making in Listen.

Estimated Reach (Online) is a crucial metric that estimates how many individuals will engage with your brand overall and across different media types — online, print, and broadcast. By analyzing Estimated Reach, you can gauge the actual visibility of your content and refine your media strategy to optimize audience engagement.

Estimated Reach represents the estimated number of unique individuals who encounter a brand’s content across different media platforms. This metric helps in assessing how many people are genuinely exposed to your content, offering a true picture of audience engagement.

The Estimated Reach (Online) metric measures the unique reach of online articles or web pages based on estimated visibility and click-through rates.

The formula is:

Estimated reach (Online) = Unique visitor daily (UVD) x Visitor frequency rate x On-site click-through rate (CTR) x Social shares multiplier

Unique visitor daily (UVD): The number of unique visitors within a certain period. This is a metric, derived internally by our data science team by the following formula:

UVD = ((𝑉𝑑⋅𝑊)+𝑉𝑚) ⋅𝛾 where:

Vd is the unique monthly visitors from desktop from the previous month of data. (SimilarWeb data)

Vm is the unique monthly visitors from mobile from the previous month of data. (SimilarWeb data)

W is a factor accounting for if the post was created on a weekend or weekday. The values for each are: weekend = 0.93, weekday = 1.028.

𝛾 is a factor converting from monthly to daily, and has a value of 0.058.

Visitor frequency rate: Probability of at least one visit coinciding while an article is on the main page (e.g. for New York Times, this is estimated at 0.454).

On-site click-through rate (CTR): The percentage of visitors clicking on news-related content, with an industry average of 4.5%.

Social shares multiplier: Accounts for the extended reach driven by social sharing. This factor is derived from:

For example, if the UVD for the New York Times (NYT) is 3,000,000, the formula would look like this:

Estimated reach (Online) = 3,000,000 × 0.454 × 0.045 x 1.68 = 102 967

This results in approximately average 3.43% of the UVD.

You can use Estimated Reach to:

Some example use cases:

A brand analyzing its online articles might find that a specific publication with high Estimated Reach Online is driving significant exposure, helping them prioritize this outlet or type of topic/content.

If you have Estimated Reach enabled in your Listen account, you will find it under your dashboard engagement metrics (e.g. Total Reach widget and the Reach field on individual mentions).

Existing Reach values may change because the calculation methodology varies by network and media type.

Once Estimated Reach is enabled, newly collected mentions will use the new Estimated Reach automatically. Historical mentions require a query backfill to reflect the new Reach values.

Estimated Reach (Online) is derived from unique visitors per day (UVD) which is also a metric available inside the Mention List view. It can be added as a column and used as a filter.

UVD (Unique Visitors Daily): The number of unique users visiting a website in a day.

UVM (Unique Visitors Monthly): The number of unique users visiting a publication's website in a 30-day period. This figure is an aggregate of mobile and desktop visitors, providing a complete view of traffic across all devices.

Visitor Frequency Rate: The probability of at least one visit coinciding while an article is on the main page.

CTR (Click-Through Rate): The percentage of users who click on an article or link after viewing it.

Estimated Reach gives a true picture of unique audience exposure, allowing you to assess which media types provide the broadest brand visibility. This insight enables you to make informed decisions for future media planning and budgeting.

Yes, Estimated Reach is designed to enable cross-channel comparisons, helping you assess which of your channels are performing best in terms of unique reach. This can guide adjustments to media spend and content placement.

Estimated Reach data is updated regularly in the Brandwatch platform, based on the latest information from our data providers.

For a conservative estimate of Estimated reach (Online), we started with 2.0% of the UVD as the baseline and will adjust as more specific performance data is gathered.