Social Intensity: A New Measure for Campaign Success?

A look at two metrics that online marketers should pay attention to today. And they are not frequency and reach.

Reach and frequency should be dead.

Many advertisers still ask about reach and frequency of their online campaigns as if they were traditional media. They may even state it as their campaign goal, or decide not to do a particular campaign because it doesn’t give them enough reach and frequency. But while the online channel can deliver massive reach, the sites that these audiences visit and the topics they are interested in are becoming ever more niche. More specifically, Facebook may have a massive total audience that goes there very frequently, but most advertisers are smart enough not to do a run-of-site campaign. Instead, they will target by demographics, behaviors, or interests, all of which yields far more niche audiences than the site itself. As a proxy for interest, even the most popular Facebook applications are used by a fraction of the entire Facebook audience (Facebook changed from reporting daily-active users to estimated monthly-active users, because of how infrequently users actually used applications despite having them installed.) So, the audiences of interest groups on Facebook and niche sites like are like the audiences of television shows of old, which were used by advertisers to target ads.

As targeting gets more sophisticated online, the resulting target audience gets smaller (see “Beyond Targeting in the Age of the Modern Consumer“). The television medium itself has been fragmented into hundreds of niche cable channels, each delivering a small, finite audience that shares a common interest — better for targeting, but not for reach and frequency. Even prime-time network television shows deliver far smaller audiences than they once did. In the “golden age” of one-way, mass media increasing reach and frequency could be correlated to increasing sales. That golden age has passed. Today, the playing field is far more complex, the consumer is far more informed and demanding, and the amount of information one can use for research is vaster and always available. Modern consumers rely on their own research and the recommendations of people like them to make purchase decisions. So, hitting more people more frequently with ads does not necessarily translate to more sales.

Online Metrics as a Proxy for Campaign Success?

Some marketers have started to use online metrics as key performance indicators (KPIs). Metrics such as banner ad impressions, unique visitors to a site, page views, or time-on-site are now often used as campaign goals. These metrics may be sufficient to indicate success of marketing campaigns but there’s only a loose correlation to sales, at best. For example, ads on Facebook may get hundreds of millions of impressions, simply because when friends socialize with friends, they load a whole bunch of pages; but no one knows for sure whether anyone even saw the ad, recalled it, or acted upon it, let alone made a purchase because of it. Unique visitors and page views on a Web site may be useful — at least the user arrived on the advertiser’s Web site — but people coming to the site may have come but not found what they were looking for, came and left because it wasn’t what they were expecting, or came to do research only. And time-on-site may be one of the most notoriously bad indicators of campaign success because someone spending more time on the site may simply be watching more videos (not viewing your ad) or someone spending less time on site may be because they easily found the information they were looking for through site search. Neither has much to do with whether the campaign was successful or whether a sale is likely as a result of the campaign.

What Metrics Should Marketers Pay Attention to Today?

Two metrics that may be better at indicating campaign success are: search volume and “social intensity” (define). Notice both require that the targeted person take action.

Take, for example, the spike in search volume around Denny’s right after its Super Bowl ads were aired. People saw the ad, recalled it, and took action — performed a search for “Denny’s free breakfast” — and probably went to Denny’s. However, even this metric shows how ephemeral the effect of advertising truly is. For example, on February 1, the day of Super Bowl XLIII, 20 of the top 100 Google searches related to ads aired during the game. On day two, it dropped to 6 out of 100. On day three, 1 out of 100. By Day four, February 4, none of the top 100 Google searches related to the ads or the advertisers.

A different metric to consider: social intensity, which represents the rate at which social actions occur such as rating, sharing, blogging, recommending, commenting, etc. Some brands have nearly zero social intensity — no one blogs about them, no one shares information, etc. While other brands — like Apple — enjoy continuous, relatively high social intensity.

Social intensity reflects the actions taken by targeted customers based on their knowledge of the brand, message, or product — they couldn’t rate, share, comment, etc. if they didn’t understand the product, or at least have an opinion about it. Compare the metric of social intensity to the metrics of impressions served. There may have been massive quantities of impressions (some consider it equivalent to reach); but no one knows whether the targeted person ever even saw the ad.

Compare social intensity to unique visitors — which means users arrived at the advertiser’s site, but not whether they liked the site or found what they were looking for. When a person takes a social action — e.g., shares something with a friend, she not only knows enough about what she is sharing, but she also knows enough about what her friend needs, and most importantly that that bit of information will be what her friend needs.

Social intensity should also have a better, more direct correlation to sales and ROI (define) than the other oft-used metrics.

Compare for example:

  • An advertiser paying for 10,000 banner ad impressions to get one action — a person clicked through and ended up on a Web page — because of a 0.01 percent click-through rate..
  • A person taking a social action, recommending a friend go to a particular Web page, resulting in the same one action — the person went to the Web page.

The former was costly (paid media); the latter is free (social action). The former was advertising (which is ignored by modern users); the latter is a recommendation from a friend. The former ended with the person arriving on a Web page (unique visitor); the latter could even include a recommendation to purchase a specific product and why. So, comparing former to latter, which do you think is a better indicator of sales and ROI?

Tips for Measuring Digital Marketing Activities

  • Use traditional media to drive target users online to do something — take a social action — not just arrive on a site..
  • Measure social intensity before and after to see if campaigns successfully caused target customers to take social actions — rate, comment, share, recommend, etc..
  • Devise social actions that lead to an accumulation of value for the community of users over time — e.g. users rate and share tips about restaurants — This builds an asset that has lasting value.


US Mobile Streaming Behavior

Whitepaper | Mobile US Mobile Streaming Behavior


US Mobile Streaming Behavior

Streaming has become a staple of US media-viewing habits. Streaming video, however, still comes with a variety of pesky frustrations that viewers are ...

View resource
Winning the Data Game: Digital Analytics Tactics for Media Groups

Whitepaper | Analyzing Customer Data Winning the Data Game: Digital Analytics Tactics for Media Groups


Winning the Data Game: Digital Analytics Tactics f...

Data is the lifeblood of so many companies today. You need more of it, all of which at higher quality, and all the meanwhile being compliant with data...

View resource
Learning to win the talent war: how digital marketing can develop its people

Whitepaper | Digital Marketing Learning to win the talent war: how digital marketing can develop its people


Learning to win the talent war: how digital market...

This report documents the findings of a Fireside chat held by ClickZ in the first quarter of 2022. It provides expert insight on how companies can ret...

View resource
Marketing Cloud Suite vs. Best-of-Breed Approach: Why Brands Are Turning to CDPs to Power Their MarTech Stacks

Whitepaper | Digital Transformation Marketing Cloud Suite vs. Best-of-Breed Approach: Why Brands Are Turning to CDPs to Power Their MarTech Stacks


Marketing Cloud Suite vs. Best-of-Breed Approach: ...

Marketing cloud suites have long positioned themselves as the “all-in-one” solution for enterprise brands. Many have even promised the single customer...

View resource