8 ways to use customer insights to improve business ... · using retail analytics, for example,...
TRANSCRIPT
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8 Ways To Use Customer Insights To Improve Business Performance
Table of contentsAnalyzing The Omnichannel Customer Journey...................................................................... 4
Big Data, Big Analytics, Big Pictures In Retail......................................................................... 5
Conclusion.................................................................................................................................... 18
About Retail TouchPoints............................................................................................................ 19
About SAS..................................................................................................................................... 19
8 Ways High Performance Retailing Can Improve Retail Businesses................................. 7
Attract New Customers And Keep Them....................................................................... 7
Improve Merchandising..................................................................................................... 8
9Implement More Efficient Replenishment And Allocation............................................
Optimize Inventory.............................................................................................................. 10
Enhance The In-Store Shopping Experience And Maximize Selling Space............. 11
Monetize Marketing Decisions......................................................................................... 12
Incorporate Social Media Into The Cross-Channel Communication Mix.................. 13
Identify The Best Customers............................................................................................ 16
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8 Ways To Use Customer Insights To Improve Business Performance
business performance through the best of retail domain
expertise and superior analytics, coupled with the latest high
performance computing capabilities. With these solutions in
place, many retailers are empowering store associates and
localizing inventory in order to improve customer satisfaction,
achieve greater efficiencies and grow basket size.
Using retail analytics, for example, Brooks Brothers
was able to reduce inventory by 27% and cut down the
average weeks of supply on hand by seven; Staples
saw a 137% response rate; and Macys.com has
saved approximately $500,000 in labor costs.
This E-book reviews best practices of retailers who know their
customers better and translate that insight into decisions to drive
better results and innovations, while forming a foundation to
ward off the “Tech Titans” who are entering retail these days.
The tables have turned on today’s retailers. Many shoppers
may never set foot in a brick-and-mortar store before
making a purchase. And when they do enter a store, they
possess competitive data on price and product detail.
So how does this new era of retail change the way
retailers market and sell to consumers? Merchants
must now be able to paint a picture of each customer
and create a personalized shopping journey. To
that end, advanced customer analytics is key.
Companies across industries — grocery, apparel, mass
merchandise and specialty, including Sobey’s, Macys.com,
Chico’s, 1800FLOWERS, Staples and Brooks Brothers
— are making strides by identifying their best customers
using high performance customer intelligence and analytics
solutions. High performance retailing drives superior
Companies across industries — grocery, apparel, mass merchandise and specialty, including Sobey’s, Macys.com, Chico’s, 1800FLOWERS, Staples and Brooks Brothers — are making strides by identifying their best customers using high performance customer intelligence and analytics solutions.
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8 Ways To Use Customer Insights To Improve Business Performance
said Larry Freed, President and CEO of ForeSee Results,
an industry research organization. “Retailers must extend
data collection to all channels and devices to combine
behavioral data along with demographics and feedback
gathered online and in stores. It is critical that they collect
the ‘right’ data then analyze it zealously to deliver the most
relevant messaging to today’s cross-channel customers.”
By consistently collecting customer feedback and
interactions across channels, retailers will be equipped with
the resources to better micro-segment their audiences
and even tailor offers to specific customers, added
Alison Paul, Retail Sector Leader for Deloitte LLP.
“Analytics is the source of insight that enables retailers to
understand who customers are, what they like, when they shop,
and their responses to specific offers and promotions,” Paul
said. “When combined with additional quantitative research,
merchants can better identify why customers behave like they
do.” Collectively, these capabilities enable retailers to target
customers with relevant, timely and highly targeted campaigns,
she said, that will increase response, sentiment and loyalty.
Analyzing The Omnichannel Customer Journey There’s no turning back to the time when retailers drove the
shopping experience. The shoppers are now in charge, they are
eager to share their desires with merchants, and they expect
their wants and needs to be met in real time. In order to attract
and retain today’s demanding shoppers, retailers must respond
appropriately to customer buying behavior across all channels.
The proliferation of technologies and communication
channels has created unique challenges for merchants
seeking to reach the household decision-makers effectively.
More leading retailers are turning to advanced analytics in
order to grasp the complexities of customer behavior.
“To create relevant marketing messages, offers and
campaigns, retailers today need to truly comprehend their
customers’ behaviors, but they can’t without analytics,”
“To create relevant marketing messages, offers and campaigns, retailers today need to truly comprehend their customers’ behaviors, but they can’t without analytics.”
-Larry Freed,
ForeSee Results
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8 Ways To Use Customer Insights To Improve Business Performance
Merchants should seek to create real-time offers based
on consumers’ browsing and buying histories, geographic
locations, and personal styles and preferences. “Customers
like and expect to be understood,” Paul stressed. “The
greater the personalization, the more likely they will feel
special and appreciative of retailers’ marketing efforts.”
This strategy is especially effective when personalized offers are
sent directly to shoppers’ mobile devices. “There’s no denying
the fact that consumers are becoming more tech-savvy and
want more knowledge and information at the point of decision-
making,” said Kasey Lobaugh, Direct-to-Consumer and Retail
Multichannel Leader at Deloitte Consulting LLP. Retailers
currently are working to implement mobile coupons, specials
and personalized promotions. “Only 20% [of respondents] offer
this ability today, but another 52% plan to implement these
services in the next two years,” Lobaugh added. The more
data that brands and retailers can collect about customers,
the more information they have to leverage in personalizing the
entire brand experience. However, in order to achieve these
more relevant omnichannel marketing campaigns, retailers
must make data collection and analysis a top priority.
Big Data, Big Analytics, Big Pictures In RetailNow aware of the new customer needs and demands,
retailers must respond with a more sophisticated approach to
marketing, personalization, pricing and inventory optimization.
High performance Retailing provides the in-database and in-
memory analytics needed to implement advanced strategies.
In-Database Analytics moves the decision-making
capabilities closer to all the data. As soon as POS information
is imported, the results are scored inside the database. In-Memory Analytics allows the data and analytics to run
together simultaneously. In a large department store with
millions of SKUs, this type of analysis took hours, but with
In-Memory Analytics the data is delivered in real time.
“Customers like and expect to be understood. The greater the personalization, the more likely they will feel and appreciative of retailers’ marketing efforts.”
-Alison Paul, Deloitte LLP
8 Ways To Use Customer Insights To Improve Business Performance
With high performance analytics, merchants can access
customer metrics in real time and integrate that information
with their traditional data in order to make more informed
decisions. They should have access not only to general sales
and margin KPIs, but also which customer segments shop
the category, how much each customer segment spends
and how often they buy. With customer data at the point of
decision, merchants can now view advanced customer metrics
lined up alongside traditional product movement metrics.
“The speed of the information, the knowledge of these
businesses is what truly differentiates company A from
company B,” said Eric Williams, Executive Vice President
and Chief Information Officer (recently retired), Catalina
Marketing. “If they don’t have the analytical tools to
evaluate the data, they face a significant disadvantage.
High performance analytics provides a true combination
of all marketing, promotions and merchandising teams
now reacting to changing trends in the marketplace.”
“Category managers and merchants need actionable
customer insights at the point of decision to improve
assortment, pricing and promotions,” said Wanda Shive,
Retail Product Manager, SAS Institute. For many retailers,
customer data remains primarily accessible to the marketing
department. Integration of customer metrics into merchandising
systems is limited at best. Category managers and merchants
must have shopper insights at their fingertips to enable
customer data-driven decisions that lead to relative, targeted
communications and customer-centric promotions.”
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8 Ways To Use Customer Insights To Improve Business Performance
Wal-Mart, the world’s largest retail, who believes the customer
is number one, has embraced advanced analytics to make
smart choices, employing SAS analytics in many facets of
the business. At Wal-Mart, executives shared their insights
in a discussion titled: Analytics at Work in Wal-Mart. Cindy
Davis, Executive Vice President of Global Customer Insights,
challenged the audience to help her understand what she
refers to as “insight logistics” — in other words: “What is
it going to take to understand the data we have, and how
do we infuse those insights into the decision making?”
1. Attract New Customers And Keep Them
Reacting to shopper behavior is a key element in the battle for
attracting and retaining customers. In many cases the larger
retailers may want to look to the smaller, private, more nimble
merchants for guidance. Smaller companies often have an
advantage in this fight, since they do not have to worry about
pleasing Wall Street. They are able to take more of a risk. But
in reality, all retailers must find effective ways to meet
customers’ demands.
“Communicating with customers in relevant ways is key
to maintaining and growing wallet share,” noted Shive.
“Retailers must pay attention to customer behavior and
make relevant offers that reinforce values that are important
to each individual customer. Doing so makes customers
think twice before switching to another retailer or brand.”
“Retailers must pay attention to customer behavior and make relevant offers that reinforce values that are important to each individual customer. Doing so makes customers think twice before switching to another retailer or brand.”
-Wanda Shive, SAS
At 1800FLOWERS.COM, SAS provides an integrated data foundation that dramatically reduces the time it takes to perform analysis and share results.
8 Ways High Performance Retailing Can Improve Retail Businesses
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8 Ways To Use Customer Insights To Improve Business Performance
2. Improve Merchandising With customer segment metrics in hand, retailers
can adjust their merchandise assortments to appeal to
specific shoppers of the category. Using purchase history,
merchants can determine how adjusting the size of a particular
product section could impact their key customer segments.
Using SAS Merchandise Data Integration, 7,000-store Family
Dollar has been able to improve same-store sales, reduce
inventory, enable a more efficient supply chain and create
more tailored planning based on customer demographics.
“SAS enables the Family Dollar merchan dising organization to
quickly create integrated merchandise financial plans we can
share and adjust collaboratively on an almost real-time basis,”
said Scott Zucker, Vice President of IT Solutions Delivery.
In the example of Harris Teeter, Shive explained, “Their go-
to business strategy includes a deeper selection, greater
variety, and a focus on finer foods.” Efficient localized
assortments require that merchants consider customer metrics
for each market. If a key customer segment purchases a
Davis concluded her thoughts with the following: “I have
a dream. I dream that every executive who gets up at
4:30 in the morning to check the product sales numbers
[will] get up and first check the customer metrics. The
company that does that will be unstoppable. “
At 1800FLOWERS.COM, SAS helps the company uncover
customer insights, drive new revenue ideas and predict what
customers will want — then target campaigns to fill those
needs. An integrated data foundation dramatically reduces the
time it takes to perform analysis and share results. Instead of
analyzing sales and customer service information after a major
holiday, for instance, the company can see what’s happening
in real time and adjust its Web site offerings accordingly.
“Before SAS, our peak time would be over and then you’d have
to apply the results to the next holiday. Now we can do it in real
time, and it enhances the customer experience,’’ says Nachiket
Desai, Vice President of Enterprise Architecture and Business
Intelligence. “The SAS Analytics platform essentially brings all
these different data points into a single matrix so people can
access all the data without depending on IT to provide extracts.’’
“SAS enables the Family Dollar merchan dising organization to quickly create integrated merchandise financial plans we can share and adjust collaboratively on an almost real-time basis,” said Scott Zucker, Vice President of IT Solutions Delivery.
8 Ways To Use Customer Insights To Improve Business Performance
particular product in one market, but not in a similar location
elsewhere, making a decision to remove the product from
all locations could result in dissatisfied customers.
Merchandising also comes into play when determining the
choice of products for promotions and advertising. Traditionally,
product sales, margin and unit movement were the primary
measures used to determine which items to feature on the
front page of a circular. With high performance customer
analytics in place, that same decision can be made based
on customers’ transaction-level purchase histories.
“Retailers can look beyond the unit sales increase of
the product on the front page of the circular,” noted
Shive. “They can measure the growth of the total basket
of shoppers.” Understanding effects of promotions on
shopper basket size is critical given it’s on the decline.”
In 2010, approximately 25% of retail survey respondents
reported an average of two units sold per transaction, according
to the NRF in its 2012 Retail Horizons report. In 2011, that
number doubled to 56%, “suggesting that low-volume
purchases may be part of a longer-term trend,” NRF noted.
3. Implement More Efficient Replenishment And Allocation
In order to have the right products available in the right place
at the right time, merchants need access to an accurate, real-
time view of sales and demand. Brooks Brothers empowers
store managers and vendors to better manage the business
with advanced analytics. Store managers receive key reports,
provided through SAS, to help them find opportunities to
improve store performance and customer satisfaction. The
retailer also collaborates with vendor partners, providing
sales and demand data in order to ensure delivery of the
right merchandise in the right stores at the right time.
“Using SAS, we can give our vendors a more accurate view
into projected sales and demand,” explained Dave Donovan,
Manager of Business Intelligence at Brooks Brothers. “This has
really improved service levels, and it’s benefited both sides of the
supply chain.
“Using SAS, we can give our vendors a more accurate view into projected sales and demand,” explained Dave Donovan, Manager of Business Intelligence at Brooks Brothers. “This has really improved service levels, and it’s benefited both sides of the supply chain.”
-Dave Donovan,
Brooks Brothers
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At Brooks Brothers, SAS solutions empower store managers and vendors to better manage the business with advanced analytics. Store managers receive key reports to help them find opportunities to improve store performance and customer satisfaction.
8 Ways To Use Customer Insights To Improve Business Performance
SAS provides a common sales forecast to allocation
and replenishment teams and systems.” This
eliminates discrepancies between systems that
could lead to under-stocks and overstocks.
“There are no surprises for our vendors,” added Donovan.
“They have a pretty good view of what they’ll be delivering
by week or month.” With this system in place the company
was able to reduce inventory by 27% and cut down
the average weeks of supply on hand by seven.
4. Optimize Inventory With high performance analytics, “the speed
of information is allowing retailers to make decisions
very quickly — that’s why we’re seeing these changes in
stores,” said Williams. He highlighted Publix, GreenWise,
Whole Foods and Wegmans as examples in grocery that
have used information gleaned from the analytical data to
understand shoppers’ interest levels in certain products
and build assortments to meet those needs and desires.
Knowing the specific items shoppers are interested in, retailers
now are able to alert those shoppers of specials at a moment’s
notice. For example, “Some are sending text messages at
3pm to let consumers know a certain product will be available
in the prepared service areas for dinner,” Williams noted.
Different industries have advanced down the path of advanced
analytics slower or faster than others, Williams added. “The
grocery guys are relatively midway down the timeline; several
I’d argue, such as Kroger and Safeway, are significantly further
down the line. The specialty retail businesses are in the early
days. Many are still purchasing based on volume of sales of
product. They haven’t yet really looked at individual purchases.
Mass merchants such as Target and Wal-Mart are doing it.“
Grocers and mass merchants, in particular, are uniquely
challenged because of the volume of data coming in.
Wegmans sells approximately 90,000 SKUs. That is where
high performance comes into play…because of the high
volume of information that needs to be analyzed.
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8 Ways To Use Customer Insights To Improve Business Performance
respond to requests for a more customized approach. “These
are big companies that are fairly set in how they distribute their
product.” But today 90% of DSW’s partner shoe companies are
using the customized pack recommendations. The result? “Our
out-of-stocks are fewer, our markdowns are fewer and our
margins are higher — which, at the end of the day, is what every
retailer wants,” Mustafa noted. “We were looking for a robust
solution that was simple to use, and that’s what we are seeing.’’
5. Enhance The In-Store Shopping Experience And Maximize Selling Space
Using high performance analytics to improve the
everyday shopping experience for individual consumers
can be accomplished through a logical progression of
steps. Those steps could include questions such as:
What is our best-selling item in each store? What is the
highest corollary item with the best-selling item in store?
Not just the second item, the highest corollary.
This approach makes a difference when promoting cross-sell
With 1,300 stores across Canada, for example, Sobey’s is
using SAS for grocery analytics to help deliver on its commit-
ment to offer the right products, in the right stores, across
multiple banners, for each individual market it serves.
“Customer insight and intimacy is one of Sobey’s strategic
pillars,” said Clinton Keay, Senior Vice President and Chief
Information Officer. “With SAS Analytics we can understand
who our key customers are, as well as understand the
different types of customers we have by individual market.
We’re a locally driven organization, with resources dedicated
to providing customer service that is tailored to the markets
they serve. Unless you can get it down to the operations of
the individual store level, it’s not going to add any value.”
DSW (Designer Shoe Warehouse) has implemented SAS Size
Optimization in order to improve the efficiency of size and style
offerings in its 350+ stores across the U.S. DSW has had great
success convincing suppliers to work with the new solution,
according to Harris Mustafa, EVP of Supply Chain Merchandise
Planning and Allocation. In some cases, suppliers managed
the size packs, so Mustafa was not certain how they would
With 1,300 stores across Canada, Sobey’s is using SAS for grocery analytics to help deliver on its commit-ment to offer the right products, in the right stores, across multiple banners, for each individual market it serves.
“With SAS Analytics we can understand who our key customers are, as well as understand the different types of customers we have by individual market.”
-Clinton Keay,
Sobey’s
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8 Ways To Use Customer Insights To Improve Business Performance
and merchandising performance in a matter of seconds in order
to create more effective displays.
6. Monetize Marketing Decisions
A number of retailers are realizing improved returns on marketing
investments with high performance analytics. While sending
out mailings to promote upcoming sales is a common practice,
the challenge is to customize the mailings in a way that truly
drives store business without spending too much time and
money. Brooks Brothers uses SAS to segment customers
and automate the customization process, achieving significant
savings on just that one aspect of the marketing campaign.
The company also uses SAS to figure out which types of
specials will work best. Does it make more sense to offer three
shirts for a discounted price? Or is two the number that will drive
revenue and profits? Should shirts and ties be marketed together
at a promotional price, or separately? “We’re doing some market
basket analysis,’’ said Donovan, adding that one of the goals
and upsell. “At the point you understand the nature of your
consumer, then you can reverse engineer based on the basket
data,” according to Williams.
A number of larger retailers have begun employing this strategy,
including mass merchandisers. “They have been astounded
with the results,” Williams said. For example, he explained that
one retailer found out that the number-one selling women’s
apparel item in the store had a traditional consumer packaged
goods product associated with it as a second corollary — the
Keurig K Cups. The retailer began merchandising the two
items next to each other and boosted sales of both items.
The reason more retailers may not be discovering these
correlations, is that they continue to operate with siloed
data. The purchasing business unit is not conferring with the
merchandising teams. In the apparel/coffee example, the group
that buys women’s apparel has no interactions with the group
that purchases coffee. High performance analytics can alter that
scenario and motivate disparate business units to work together.
With High Performance Retailing, retailers can review inventory
“At the point you understand the nature of your consumer, then you can reverse engineer based on the basket data.”
-Eric Williams,
Catalina Marketing (retired)
8 Ways To Use Customer Insights To Improve Business Performance
others monthly — that are sent to employees in marketing and
finance. These data-rich reports were taking analysts four
to 12 hours to produce — much of it busy work that involved
cutting and pasting from Excel spreadsheets. Macys.com is
now using SAS to automate the reports. “This cuts the time
dramatically,” said Kerem Tomak, Vice President of Analytics.
“It saves us more than $500,000 a year in terms of comp FTE
hours saved — a really big impact,’’ Tomak said, noting that the
savings began within about three months of installing SAS.
7. Incorporate Social Media Into The Cross-Channel Communication Mix
Best-in-class merchants are incorporating feedback and
comments from social channels to create a cohesive cross-
channel brand experience for shoppers. These merchants
typically use the most common channels — Facebook and
Twitter — to access web site browsing history and store
check-ins via mobile geo-targeting applications such as
foursquare and Shopkick.
is to engage individual stores in determining what works. “We
don’t want this information locked in the back office. We want
the store managers to start cultivating their analytical skills.’’
Instead of sending costly mass mailings to every zip code
within a 120-mile radius of a store, Cabela’s uses SAS to
focus its marketing efforts in the geographies of customers
most likely to generate the greatest possible incremental
sales, resulting in a 60% increase in response rates.
Cabela’s can identify the customer’s favorite channel and
selectively send related marketing materials. “Does the customer
like the 100-page cata logs or the 1,500-page catalogs?’’ asked
Corey Bergstrom, Director, Marketing Research and Analytics.
“The customer tells us this through his past interactions so
we can send the catalog that matches his or her needs.
SAS gives Cabela’s the power to conceivably personalize
a unique marketing message, flyer or catalog to every
customer. The only limitation is the creation of each piece.”
At Macy’s, the Analytics team is responsible for creating a
variety of mission-critical reports — some daily, some weekly,
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By automating reports, Macy’s cuts costs by “more than $500,000 a year in terms of comp FTE hours saved — a really big impact.”
-Kerem Tomak,
Macy’s
At Macy’s, SAS Analytics has helped automate the creation of a variety of mission-critical reports — some daily, some weekly, others monthly — that are sent to employees in marketing and finance.
8 Ways To Use Customer Insights To Improve Business Performance
Furthermore, 29% of men and 30% of women share feedback
with their social graphs regarding brand items or experiences.
To better keep pace with a constant stream of customer
feedback and other insights on social networks, the Aberdeen
report indicated that retailers are investing more in predictive
analytics (45%) and real-time data integration (32%) tools that
offer real-time insights into customer wants and needs.
With many different businesses and verticals within Gilt
Groupe, the company sought to ensure that cross-promotion
in the most effective and efficient way, according to Tamara
Gruzbarg, Director of Analytics. When the company launched
its Home division, Gilt used SAS to build a predictive model
to identify the key characteristics of women shoppers who
are likely to shop Home as well. “Once we identified the
target audience, we sent an email with a specific offer — in
this case, 10% off their order from Gilt Home,” Gruzbarg
explained. “We increased conversion on the Home tab from
this target audience by almost 100% and saw an immediate
and very positive incremental return on investment as well.”
Then they can use high performance analytics to combine
that data with loyalty program accounts and transactional
information. As a result, these organizations are making
smarter marketing decisions with messages and offers
that will directly address specific customer segments.
“If you’re not playing in social you will be dead soon,”
said Williams. “People can destroy a brand these days
with comments.”
As many as 85% of organizations believe social media and other
customer sentiment information is critical to their efforts to tackle
Big Data, according to The Aberdeen Group research brief,
titled: The State Of Big Data. In addition, 83% of companies
worldwide are finding value in collecting clickstream data.
Social media sites alone have greatly altered how consumers
interact and follow their favorite brands. Facebook, Instagram,
Twitter and other social networking sites also are influencing how
often and quickly shoppers share feedback. A study from Burst
Media, titled: Online Insights: Let’s Get Social indicated that
nearly 50% of consumers frequently or occasionally “Like” and
follow brand-name products or services on Facebook, Twitter
and other social media.
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29% of men and 30% of women share feedback with their social graphs regarding brand items or experiences.
-Burst Media,
Online Insights study
8 Ways To Use Customer Insights To Improve Business Performance
Prantner continued: “Take a Facebook ad. If we get a spike
in new fans or ‘likes’ the first day, we’re able to judge the
long-lasting impact and predict how it will trail off in the
future. When doing PR activities like events, we can use
the same model to judge the success of that event not
just based on that day, but on the long-term impact of the
event. For any campaign, based on what the overall goals
are, you can use these measures to course-correct.”
Organic also uses SAS to measure interactive and social
media sentiment. “If you’re able to measure your imprint and
your Web traffic, you’re able to capture that for computation
as well through social sites,” Prantner explained. “Essentially,
clients can see how they’re gaining or losing compared to
competitors. If your competitor had a market increase this
month, we can see which social metrics are driving that.”
• Overall, as a result of better segmentation through
analytics, Gilt Groupe has achieved the following results:
• A 10% to 20% lift for customers browsing
in new merchandise categories;
• A 100% lift for women who shopped at the
men’s site but had not yet purchased; and
• A 20% increase in new member conversion rates.
Following the implementation of social media analytics tools
from SAS, Organic, Inc. is able to use sentiment analysis
and velocity and acceleration calculations to create digital
marketing strategies for its retail clients. Jonathan Prantner,
Manager of Statistics for Organic explained how the solution
works: “It looks at the rates of change in how your social
media imprint is growing. At the point when you examine
results and you’re able to see spikes in your increase, you
look at the cumulative social imprint and look at first and
second derivatives. When we see the spike, we’re able
to relate the height of that spike to the ceiling that you’ll
eventually see from that spike further on down the line.”
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“Take a Facebook ad. If we get a spike in new fans or ‘likes’ the first day, we’re able to judge the long-lasting impact and predict how it will trail off in the future.”
-Jonathan Prantner,
Organic, Inc.
Following the implementation of social media analytics tools from SAS, Organic, Inc. is able to use sentiment analysis and velocity and acceleration calculations to create digital marketing strategies for its retail clients.
8 Ways To Use Customer Insights To Improve Business Performance
“We’re tailoring offers directly to shoppers based on their
purchase histories, which has increased the effectiveness of
communications sent out by the marketing department,” added
Dave Eddy, Director of Decision Support Systems at Sobeys.
High Performance Analytics: Next StepsWhile a number of retail companies are investing in high
performance analytics, many more continue to struggle with
leveraging customer data. “When talking with grocery CEOs
across the world, few routinely discuss customer metrics,”
noted Shive. “It is a customer data-rich industry, but most
executives remain primarily focused on traditional KPIs. For
them, it’s still all about the movement of product. They talk
about sales and gross margin, but customer metrics are not on
the tips of their tongues. Few mention how they manage key
results by customer segment to transform decisions across
their organizations.” The advancement of high performance
analytics enables retailers to incorporate customer insights into
all strategic decisions.
8. Identify The Best Customers
Being able to break down the data into individual
chunks now allows retailers to better identify
their best customers at any given time.
ü As a general rule, best customers
meet the following criteria:
ü Spend the most each year
ü Visit most frequently
ü Buy higher-margin items
ü Purchase from more departments and categories
ü Post the lowest defection rates
At Sobeys, for example, “Customer insight allows
Sobeys to recognize loyal shoppers, and helps us
provide better offerings to our custom ers so that they’re
happy with their shopping experience,” said Keay.
“Senior management has to agree to transition business into an information-driven organization and compensate based on attributes of consumer, not the product. Analytics is then a critical component.”
-Eric Williams,
Catalina Marketing (retired)
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8 Ways To Use Customer Insights To Improve Business Performance
To move forward and reap the benefits of high performance
analytics, retailers should take the following steps:
1. Asses the status of all data currently being collected throughout the organization;
2. Confirm the identity of the brand’s most valuable target shoppers;
3. Use analytics to monitor the customer journey;
4. Prioritize the business processes that warrant the quickest improvement;
5. Formulate a go-forward business improvement strategy, taking advantage of insights gleaned from high performance analytics;
6. Test and learn;
7. Move forward with strategic implementations;
8. Use high performance analytics to evaluate the success of implementations, in real time; and
9. Make relevant changes, based on analytical data.
Williams concurs. “Management has to come into play —
they need analytics that cross the business groups. People
truly changing retail are looking at the consumer. It used to
be that product was king — now the consumer is queen.”
He continued, “Senior management has to agree to
transition business into an information-driven organization
and compensate based on attributes of consumer, not the
product. Analytics is then a critical component. What I am
finding is that people think that if they put together an analytics
organization, hire PhDs…if they don’t address the true
structure and operational aspects of their business, it will fail.
Operational piece and data piece must be done in logical and
methodical process into the business. It’s not rocket science.
Data doesn’t get used unless operational processes change.”
“It is never too early to start with analytics, even if you don’t have full-blown capabilities right away.”
-Tamara Gruzbarg,
Gilt Groupe
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8 Ways To Use Customer Insights To Improve Business Performance
For other companies to get started down this path of
success, they must embrace the need for advanced
analytics from the top down. Executives at the C-level
must realize the value of moving from a product-centered
organization to a customer-centric organization. Then
the rest of the puzzle pieces will fall into place.
“It is never too early to start with analytics, even if you don’t
have full-blown capabilities right away,” said Gilt Groupe’s
Gruzbarg. “Simple segmentation based on one or two key
variables, implemented at the right time, could go a long way in
helping to move the business forward. Those initial insights can
then be incorporated into future comprehensive strategies.”
ConclusionThe time is now for advanced, high performance analytics
to come to the forefront in order to help retailers in all
industries reach and retain loyal shoppers. With individualized
customer metrics in hand, merchants can enhance the
in-store shopping experience, improve merchandising,
optimize inventory and monetize key marketing decisions.
High performance analytics also can help bring vital
social data into the mix, providing a well-rounded view of
omnichannel customer sentiment. With an overall view of
the shopper, merchants can measure their best customers
and deliver strategies based on that valuable information.
Today, companies like Macy’s, Cabela’s, Brooks Brothers,
1800FLOWERS and Chico’s are seeing significant results
with their analytics strategies. They are improving all aspects
of their businesses while delighting individual shoppers.
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8 Ways To Use Customer Insights To Improve Business Performance
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About SASSAS helps retailers and grocers spend less time crunching numbers and more time
growing revenue with key technologies customized for today’s multichannel merchants.
Built around a powerful core of market-leading business analytics, our comprehensive suite
of retail solutions tackles the industry’s greatest challenges, including customer insight
(customer intelligence and social media analytics); price optimization (regular, promotion and
markdown); size optimization (size profiling and pack optimization); assortment planning;
integrated merchandise planning (allocation, space management and optimization);
forecasting (across the enterprise and across market segments); and loss prevention.
With more than 35 years of experience working with leading grocers and retailers, SAS
helps retailers make better decisions faster. Learn more at www.sas.com/retail.
About Retail TouchPointsRetail TouchPoints is an online publishing network for retail executives, with content focused on
optimizing the customer experience across all channels. Tapping into the power of the Web 2.0
environment, the Retail TouchPoints network is made up of a weekly e-newsletter, category-
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