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Executive Adviser

Technology

Follow the Tweets

By Huaxia Rui, Andrew Whinston and Elizabeth Winkler

November 30, 2009

By monitoring comments on Twitter, companies can predict where next week’s sales are heading

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There’s a new tool that can help companies predict sales for the coming weeks, or decide whether to increase inventories or put items on sale in certain stores.
It’s Twitter.

Social-media sites such as Twitter have made it increasingly easy to find out what consumers think and want without the limitations and bias associated with older market-research tools such as surveys and focus groups. With Twitter, users broadcast what they are doing or thinking via “tweets,” short messages of 140 characters or less. People can “tweet” about anything at any time—from the long lines at the grocery store to a great sale at the mall to a new restaurant or movie—which allows for word-of-mouth to spread at astonishing speed. Anyone can follow a user’s messages, and tweets are easily searchable using keywords.

Constant Comment
  • The Idea: Twitter and other social-media sites have made it increasingly easy to find out what consumers think and want.
  • The Method: Using Twitter’s keyword-search function, companies can track tweets mentioning their products or services, then analyze them to spot trends and changes in consumer opinions.
  • The Benefit: The information can help executives make more accurate decisions about whether to increase inventories or put particular items on sale in certain stores.

We believe executives can make accurate predictions about sales trends by analyzing tweets that mention their products or services, and we have created a model based on Twitter’s keyword-search function to help them do that.

What’s the Buzz?

Imagine a company is releasing a new product into the marketplace and has spent a lot of money on advertising to create a “buzz.” Our model would allow the company to track the buzz, determine whether the overall opinion is positive or negative and focus on specific areas of the country. The company could track the progression of tweets during and after the product’s launch to determine whether there are shifts in opinion, giving the company a chance to react quickly if there is a problem.

What’s more, if executives notice a sudden surge of tweets in New York City, signaling that people will go out and buy their product over the weekend, they may want to make sure stores in the area have enough stock. Inversely, if they notice that the buzz about the product is dying out, they may decide to put the product on sale, eliminate inventory and come

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This article was printed from MIT Sloan Management Review online: http://sloanreview.mit.edu/executive-adviser/2009-5/5152/follow-the-tweets/

3 comments on “Follow the Tweets”

  1. Did you run any numbers on this? What is the statistical correlation between the quantity/tone of twitter comments and movie sales?

    Thanks -TO’B
    MotiveQuest LLC

  2. Dear Tom,

    Thank you for your comment. We used both VAR model for specific movies (like Hangover) and dynamic panel data model for all the movies we collected.
    We found strong correlation between quantity of tweets and movie sales. Valence (positive tweet, negative tweet) also has statistically significant effect on movie sales in general.

    I hope this answers your question.

    Best,
    Elizabeth Winkler

  3. Absolutely correct. Tweeters rule the web as far as the trend go. I can see consumer sentiment index model absed on twitter which would give much more accurate information

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