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Arising primarily from social media, they represent snippets—not streams—of information and can help companies to figure out what customers want and to spot looming industry and market disruptions before competitors do. Sometimes, companies notice them during data-analytics number-crunching exercises.

potting weak signals is more likely when companies can marshal dispersed networks of people who have a deep understanding of the business and act as listening posts

Nordstrom, for example, took an early interest in the possibilities of Pinterest, the digital-scrapbooking site where users “pin” images they like on virtual boards and share them with a larger community. Displayed on Pinterest, the retailer’s products generate significant interest: the company currently has more than four million followers on the site.

the new social model is simply to harvest social signals and sell personalized ads, however and wherever possible.

The purpose of Facebook’s upcoming mobile ad network is to sell ads outside of Facebook.com and its mobile app. This “multiple app” strategy often accompanies a network’s own app offerings — in Facebook’s case, Messenger, Facebook Camera and Paper. According to Elgan: If Facebook’s direction or strategy isn’t clear, let me spell it out: Harvest personal data from multiple apps, then sell personalized advertising in multiple locations.   Here’s an oversimplified example: An ad for a Starbucks promotion presented to you in a mobile game (sold through Facebook’s upcoming ad network) might be based on knowledge that you spend a ton of time at Starbucks — information harvested from the Moves app.   As you can see, there’s no Facebook — no social network — involved in this series of events. But Facebook gets paid anyway.

Thursdays win out for the day with the most sharing. Social sharing in general is somewhat unpredictable pattern wise. But Thursday wins 10% more shares than all other days. In fact, 31% of the top 100 social share days in 2011 fell on Thursday.

“If you don’t publish daily, I’ve found that publishing on sequential days produces a signal multiplier effect on Twitter and via RSS.

27% of all content shares occur between 8am and 12pm EST. 

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