Mobile Commerce and Analytics Flashcards
• Explosion of Big Data from Mobile
o In App Purchases
o Mobile Content
o Mobile Ads (mobile marketing)
o Mobile Commerce (purchases)
o Interdependency: between channels (online (web), offline, mobile) & between devices
o Granular user-level data • Second to second user interaction with mobile devices • From location to location to location • Person to person interaction
• Travel Patterns and Mobile Internet Usage
o • The variance of users’ travel patterns is a stronger predictor of their m-browsing and m-commerce usage compared to the mean.
- b/c it’s usually related more to affluence and shopping savvy
o • By mining your contextual data captured from your smart phone usage companies can predict a user’s travel path and send more targeted ads.
o • If a cosmetics company wants to promote its sale at Times Square it can show ads only to the people who are currently nearby or to people who have a higher likelihood of coming to that location.
o • Advertiser wants the right person to see their ad at the right time on the right device at the right location
- o Work to add value to get customers to turn on location services
Geofencing
Operates on GPS, cell and WiFi tower data. Locates user in a space. Can be any shape, not just curcle. Triggers SMS, display or ad when person enters or exits a space.
o E.g., facebook feeds
o Push / SMS notification
SMS
Text notifications
Beacons
Placed physically using bluetooth, 10-50 meters and sends ads based on distance from beacon
NFC
Near field communication Like tapping phone to pay Operates on specific RFID frequency (13.56MHz) Used mostly for contact pay But can also be sued for smart retailing
OOH digital
o Billboards being targeted based on yr, make, model of car
Mobile Ad Influence
Mobile ads influence both web clicks and mobile clicks –> mobile and web conversions
CTR
CTR is the number of clicks that your ad receives divided by the number of times your ad is shown: clicks ÷ impressions = CTR. For example, if you had 5 clicks and 100 impressions, then your CTR would be 5%. Each of your ads and keywords have their own CTRs that you can see listed in your account.
Mobile Ad Influence
• Mobile Ad Influence
o Mobile ads influence both web clicks and mobile clicks –> mobile and web conversions
o Web & mobile ad exposure has higher benefit to Web only more than mobile only in influencing conversion in research; CTR was similar. they are compliments
Multi-screening modes
sequential or simultaneous
App Economy Revenue Distribution
Paid-for app no longer highest paid
in-app purchases increased now to largest, driven much by gamification (pay to play)
App retention
Lose 62% after first month
Month 2: 38%, 2 29%, 3 24%, 6 14% 12 4%
App goals
User Acquisition
User retention
Monetization
When do customers use the most?
7-11p highest, TV, Internet, Apps