Twitter has significant influence on shopping and can be seen from the holiday season trend in an Infographic published by Twitter advertising.

  30 % Twitter users start Tweeting about holiday shopping in October
  55 % Users discuss gift ideas on Twitter
  67 % have purchased a product because of twitter
  57 % of users use Twitter to determine which stores to visit
  62 % of users Tweet about purchases they have made