Learn how to validate your startup idea by pre-selling it, for only $80 (includes a free 1-hour consultancy call).

Google Flu Trend

Website to forecast flu outbreaks
Google Cemetery

Don't be the average security professional that spends 4,300 hours annually to maintain compliance. Simplify your audits and reduce your workload with G2's 5-star rated compliance automation platform.

Get started →
GENERAL INFORMATION
Category:
Health
Started:
2008
BUSINESS FAILURE
Cause:
Poor Product
Closed:
2015

Don't be the average security professional that spends 4,300 hours annually to maintain compliance. Simplify your audits and reduce your workload with G2's 5-star rated compliance automation platform.

Get started →

Description

Flu Trends was released in 2008 and was supposed to predict flu breakouts using people’s search data. The collected information was based on specific flu-related keywords.

The theory was that people with the flu would search more about its symptoms. That way, Google would have relevant data about flu trends well before official health organizations like the CDC (Centers for Disease Control and Prevention).

Google Flu Trend

Cause of Failure

The plan was good on paper, but in reality, Flu Trends turned out to be a total failure. It completely missed massive outbreaks such as the 2009’s Swine Flu. Furthermore, its predictions for 2011 till 2013 were almost entirely wrong.

According to a study by David Lazer from Northeastern University, Boston, and his colleagues, Flu Trends managed to get right only 8 out of 108 weeks’ worth of flu spread-out during that period.

The main reason for the tool’s failure seems to be both the data it worked with and how it analyzed it. Even though Google Search provided a staggering amount of information, not all was relevant. For example, most people with flu-like symptoms didn’t actually have the flu, but some other illness. As a result, organizations such as CDC made better predictions since they worked with actual patients’ information.

Additionally, a service such as Flu Trends needed a constant update of what keywords people used and how they used them. This way, the tool could potentially collect the right kind of information. Google never revealed what keywords they tracked, but the results were speaking for themselves.

The All-In-One Newsletter for Startup Founders

90% of startups fail. Learn how not to with our weekly guides and stories. Join +40,000 other startup founders!

Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.