Eason Lin

Business Analyst

January 28, 2016

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Mobile payment: from data collection to trade zone analysis

KFC, McDonald's to accept Alipay in China

KFC alipay

KFC China fast food restaurants accepted Alipay mobile payments since July 2015. McDonald’s China also adapted Alipay in September 2015. Consumers now can use unique Alipay QR code in their smartphones to pay for the orders, which transactions will take only two seconds or less. It will be more convenient and efficient for both customers and cashiers. All KFC restaurants in the country only accepted cash payments in the past 27 years. Though Alipay simplifies the payment process, yet the benefit of creating consumer behavior database has been the main reason to accelerate the cooperation of these two industry giants.

For retailers in food and beverage or FMCG industry, knowing consumer behavior and target customer segments for different trade zones is as important as improving product and service quality. Classify customers into different groups in terms of different needs and characteristics to optimize its products and marketing mix for store performance improvement.

Usually, brand owners could pull out consumer behavior data from CRM database. Yet it’s hard to attract people to sign up for the membership program without big incentives such as discounts or exclusive deals. Now collecting consumer data through mobile payment makes it easier. Using big data technology to build customer profiles, to forecast the spending potential from purchase orders. Specify demographics like age, gender and behaviors like product-purchase interests in local areas. Identify high potential customers regarding different trade zones to enhance sales promotion and market strategy planning for better store performance. Different target segments in different trade zones could also be a good reference for the new store location selection, sales forecast and lease negotiations.

Mobile payment not only provides superior customer shopping experience, but supports the demands of O2O commerce. Retailers could also use big data analysis to find out who are the most desirable customers, and then create personalized offers which they are likely to buy.

 

Featured image credit : pintu360.com

 

 

April Wu

China Market Strategy

October 15, 2015

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How data can empower retail marketing campaigns?

Data-driven activities to target people highly likely to buy

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O2O is a very good concept for retailers to truly engage with customers. Whether consumers purchase online or offline, the buying journey is much more important for brand owners to profile customers and predict their next move. Retailers need to dig out who the customers are and what they want through bunches of data, then push the right messages that they wont’ignore.

Identify business problems and set up objectives

Nowadays data steam from consumer’s daily life: from browsers of websites, apps of mobiles and tablets, from credit cards and transactions of POS, and any other digital track from intelligence devices. Data collection is no longer as difficult as it was in old days. Before analyzing the data, marketers should be very clear about what’s the ultimate goal for pulling out so much data. Specify business problems the company try to solve, so that marketers can ask the right questions while looking at abundant numbers without getting lost.

Now we are talking about how data could be helpful in optimizing marketing campaign.

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Find out most desirable customers and most valuable customers

Sometimes we will get into the trap of always finding new leads. Marketers held a lot of campaigns to acquire new customers. Yet, the point is not how big the customer base; the quality counts. Instead sleeping customers, people visit often and be willing to buy more expensive option are the main contribution and loyal members. Reevaluate your existing customers and use creative ways to activate them.

Customize messages to target more precise segment of audience

In addition to traditional broadcasting advertisement, create tailored messages to different target audiences. With the analysis of transaction data, CRM data, and market data, we can likely predict customer preference, not wild guess. Since we figure out what they probably like and their intent for next move, we can provide best offer for the right groups to maximize the campaign results.

Use location analysis to get actionable metrics

Consider “where” factor in customer behavior analysis. Ask questions like where the customer purchase the product, where they surf the internet, or where they use specific service/apps. Do some research on target customers and other key market drivers (key accessibility, business, lifestyle, residential, tourist points, competitors, ant etc.). Use demographics, business point data for market overview and better environment understanding. Visualize high potential trade zones that you haven’t taped in. Marketers can always know where to put ads, digitally or physically, in the clusters people will actually purchase.

Above all, brands need to embrace digital channel to grab each chance of engagement with customers. The more data collected from consumers, the more we can increase success rate of marketing activities.

Ethan Li

Project Manager

August 7, 2015

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Success with Location-Based Mobile Marketing

Stores use geofences to push e-coupons and target nearby customers

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With the omni-channel trend rising, retail and bank industries keep on looking for new ways to boost their competitiveness, and differentiate themselves with others remain traditional. Geofencing is one of key technologies practically utilized in Location Based Marketing. It is an application in a software program that uses the global positioning system (GPS) or radio frequency identification (RFID) to define geographical boundaries. Geofencing creates a virtual fence around a specific area= which could be flexibly defined based on the store catchment or ad campaign area.

How does it work? When marketing team decide to set up a campaign in high-foot traffic area for one or two months , to attract new potential customers  to visit physical stores nearby. Traditionally, marketers would hire temporary interns to distribute hardcopy flyers during rush hours. Yet they never know whether the efforts are helpful or not. With geofencing approach, marketers can easily track events results.

 

Push discount favors when consumers walk into certain areas

Marketers can generate a defined-radius catchment around multiple stores all at once in the very beginning. They can even freehand draw boundaries within the territory of competitors in digital maps, and then schedule better daypart together or individually, to activate the digital marketing campaign in minutes systematically. While potential customers enter these defined geofencing boundaries at the right time, either near the stores of theirs or competitors, apps with embedded SDK installed in the smartphones will trigger the pop-up banner or message. These promotion ads notify customers e-coupon or discounted products, which would lure them to walk into stores. Additionally, marketers can further calculate redemption rate precisely in terms of visit counts of customers using these e-coupons in the back-end system.

On the basis of many authentic experiments and studies, geofencing LBS advertisement drives much more cost profit ratio than the traditional flyer distribution . Therefore, it is important to consider how to apply the application in your operation and marketing campaigns.

 

Featured image source

originally posted to Flickr as Alone/Together

Ethan Li

Project Manager

April 23, 2015

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Leverage the Best of O2O Retailing to Win Customers

Deliver the Omni-channel, consistent shopping experience

Starbucks,_Westport,_CT_06880_USA_-_Feb_2013

With the smartphone penetration rate rising, the customer shopping behavior in retail market has changed dramatically and impacted the traditional business model. According to a survey on online retail market in UK, mobile commerce has increased 254% between 2010 and 2011, and risen by a further 300% between 2011 and 2012. 69% of tablet owners make a purchase on their devices every month. The trend happens in emerging markets right now. Consumers have gradually adopted the new Omni-Channel shopping approaches, such as ordering from online shopping websites or App portals.

Read the rest of this entry »

Sam Ho

SVP, Data Intelligence

March 6, 2015

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Simple Retail Trick to Push Consumers Shop

Leveraging location-based technology to pump up revenue

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The goal of the marketing is always to send the right message to the right people at the right time on the right spot. Location-based marketing or geo-marketing seems trendy now but it is not a new idea at all. Traditional billboard ads at “selected” locations, or “regional local” TV commercials are also applying “location-based” concept in marketing campaign since it is broadcast the message to certain target audience by selected areas.

In the earlier web era, marketer used email or other web site to do promotion electronically but had not much choices on location or target segments. It was just a transformation from printed format to electronic format and was still a blind and massive way to push “unappreciated” message out to consumers.

Location-based marketing helps target consumers more precisely

Sending out the “right” message to target consumer is always the challenges to the marketers. With new technology and mobile device wildly adoption, it is now possible to capture where and when the consumer is, which presents consumer’s lifestyle as well as the product preference or interests. In short, location-based marketing can be more precisely target the potential clients to raise the campaign success rate. There are two main technologies used in location-based marketing currently:

  • Geofencing – It is the application or software that use GPS technology to establish a virtual perimeter or boundary around a physical geographic location, which requires satellites and cell phone towers to communicate with mobile devices. It is used in outdoor and larger areas to identify consumer’s proximal location.
  •  Beacon – It is a device by using bluetooth technology to constantly emitting a signal to the receiver (mobile device) within a very short distance to trigger an application. It is usually used indoor to know more precise location of the consumer.

With those two technologies, marketers can track the consumer no matter they are indoor or outdoor, and hold different marketing activities to consumers based on the locations and time.

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Nowadays Location-based marketing usually involves the four elements:

  1. Smart phone/ tablet device – It is the central media to interact with consumers. Without the device, it is impossible to make the campaign happen.
  2. Proximal location identification technology – As described above, it is to get where the consumer are in real time.
  3. Campaign APPs – All the promotion idea and objective of the campaign are delivered through the APPs, which is the most critical part of the marketing activities.
  4. Consumer’s behavior database/ model – No matter it is real time analysis or pre-set model, marketer needs to know what the consumer is interested or care, so that the appropriate message/ actions can then be brought to consumers.

More and more retailers are using location-based marketing campaign and getting good results from it. It is not just the trend but seems like an essential element to involve location component on all service to bring customer with better experience on shopping.

Below are some interesting and successful location-based marketing cases:

  1. Paul Bakery in Prague, the Czech Republic, 2012: Sending the SMS message to those people within 1-km radius at lunch time for free croissant and coffee. It is the most direct way of using geofencing technology for campaign.
  2.  The Montana Bureau of Tourism, USA, winter of 2013-2014 : Pre-setting targeting consumer and analyzing demographics, sending out the relevant ads to those people who have visited ski-related store or locations in that season. This campaign combined consumer analysis in-advanced.
  3.  American Eagle, USA, 2013: Shopkick roll out 100 AOE stores with iBeacon trial plan. Customers will get message of the specific promotion of the store righter after they walked in the door.
  4.  Macy’s, USA, 2013-2014: in 2013, Macy’s applied iBeacon with opt-in app to track customer in store for promotion, and it seems play a big role for the 2013 black sales. In 2014, Macy’s combined the Apple pay to enhance customer’s shopping experience and convenience in store.
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