Question

CASE 2

Pandora is the Internet’s most successful subscription radio service. In May 2014, Pandora had 77 million registered users. Pandora accounts for over 9 percent of total U.S. radio listening hours. The music is delivered to users from a cloud server, and is not stored on user devices. It’s easy to see why Pandora is so popular. Users are able to hear only the music they like. Each user selects a genre of music based on a favorite musician or vocalist, and a computer algorithm puts together a “personal radio station” that plays the music of the selected artist plus closely related music by different artists. The algorithm uses more than 450 factors to classify songs, such as the tempo and number of vocalists. These classifications, in conjunction with other signals from users, help Pandora’s algorithms select the next song to play. People love Pandora, but the question is whether this popularity can be translated into profits. How can Pandora compete with other online music subscription services and online stations that have been making music available for free, sometimes without advertising? “Free” illegally downloaded music has also been a significant factor, as has been iTunes, charging 99 cents per song with no ad support. At the time of Pandora’s founding (2005), iTunes was already a roaring success. Pandora’s first model was to give away 10 hours of free music and then ask subscribers to pay $36 per month for a year once they used up their 10 free hours. Result: 100,000 people listened to their 10 hours for free and then refused to pay for the annual service. Facing financial collapse, in November 2005 Pandora introduced an ad-supported option. In 2006, Pandora added a “Buy” button to each song being played and struck deals with Amazon, iTunes, and other online retail sites. Pandora now gets an affiliate fee for directing listeners to sites where users can buy the music. In 2008, Pandora added an iPhone app to allow users to sign up from their smartphones and listen all day if they wanted. Today, 70 percent of Pandora’s advertising revenue comes from mobile. In late 2009 the company launched Pandora One, a premium service that offered no advertising, higher quality streaming music, a desktop app, and fewer usage limits. The service costs $4.99 per month. A very small percentage of Pandora listeners have opted to pay for music subscriptions, with the vast majority opting for the free service with ads. In fiscal 2013 Pandora’s total revenue was $427.1 million, of which $375.2 million (88 percent) came from advertising. Pandora has been touted as a leading example of the “freemium” revenue model, in which a business gives away some services for free and relies on a small percentage of customers to pay for premium versions of the same service. If a market is very large, getting just 1 percent of that market to pay could be very lucrative— under certain circumstances. Although freemium is an efficient way of amassing a large group of potential customers, companies, including Pandora, have found that it is challenging to convert people enjoying the free service into customers willing to pay. A freemium model works best when a business incurs very low marginal cost, approaching zero, for each free user of its services, when a business can be supported by the percentage of customers willing to pay, and when there are other revenues like advertising fees that can make up for shortfalls in subscriber revenues. In Pandora’s case, it appears that revenues will continue to come overwhelmingly from advertising, and management is not worried. For the past few years, management has considered ads as having much more revenue-generating potential than paid subscriptions and is not pushing the ad-free service. By continually refining its algorithms, Pandora is able to increase user listening hours substantially. The more time people spend with Pandora, the more opportunities there are for Pandora to deliver ads and generate ad revenue. The average Pandora user listens to 19 hours of music per month. Pandora is now intensively mining the data collected about its users for clues about the kinds of ads most likely to engage them. Pandora collects data about listener preferences from direct feedback such as likes and dislikes (indicated by thumbs up or down on the Pandora site) and “skip this song” requests, as well as data about which device people are using to listen to Pandora music, such as mobile phones or desktop computers. Pandora uses these inputs to select songs people will want to stick around for, and listen to. Pandora has honed its algorithms so they can analyze billions more signals from users generated over billions of listening minutes per month. As impressive as these numbers are, Pandora (along with other streaming subscription services) is still struggling to show a profit. There are infrastructure costs and royalties to pay for content from the music labels. Pandora’s royalty rates are less flexible than those of its competitor Spotify, which signed individual song royalty agreements with each record label. Pandora could be paying even higher rates when its current royalty contracts expire in 2015. About 61 percent of Pandora’s revenue is currently allocated to paying royalties. Advertising can only be leveraged so far, because users who opt for free ad-supported services generally do not tolerate heavy ad loads.

CASE 2 QUESTIONS:

1. What type of e-commerce is Pandora? What is Pandora’s ecommerce business model? Explain your answer?

2. What ecommerce revenue models are Pandora using? How does Pandora generate money with the revenue models? Explain your answer?

3. For Pandora, what business strategies are being supported by the use of data mining? Explain your answer.

Answer 1

1. What type of e-commerce is Pandora? What is Pandora’s ecommerce business model? Explain your answer?

Answer- Pandora is a E-entertainment. Pandora's business model is "freemium". Freemium is a type of revenue model where companies gives some basic services for free and the premium service has to been payed. If a market is huge and a small percentage is payed by every customer then the company will be in huge profits. Earlier Pandora was provoding 10hours of free music and then asked subscribers to pay $36 per month for a year that results 100,000 people refused to pay for the annual service. Which was a big loss to the company. Then Pandora launched the Freemium business model.

2. What ecommerce revenue models are Pandora using? How does Pandora generate money with the revenue models? Explain your answer?

Answer- Pandora is using "freemium" revenue model. In Pandora's case they have seen that they are earning more profits in advertisment rather then the subscripiton. So they have increased to 19 hours from 10 hours of free services because the more they spend there is a more number of opportunity of delivering more ads and generiting more revenues.  

3. For Pandora, what business strategies are being supported by the use of data mining? Explain your answer.

Answer- Pandora started to collect the data of customers that what their customers want to hear and they tried to deliver according to the listener preferences. They tried to know that what the customer wants from us they tried to know the need of the customer. Strategies adopted by pandora are:- They recorded the direct feedbacks of the customers. feedback like what song they like and what song they dislike.

  They recorded that what are the songs they are skiping.

They even recorded that what are the devices the people are using to listen to the Pandora music.

Pandora uses these information and tried to stick on customer preference that what they are wanting beacuse more they spend time on listening music Pandora will deliver more ads and more ads will generates more revenue.