icew 2013 amanda cromhout - big data: the key to making customer-centric changes
DESCRIPTION
Regardless of the type of organisation, you need to mine your data to provide a truly customer-centric offering. Your data should be at the heart of your product strategy. Amanda encourages organisations to explore under the tip of the iceberg, diving deep into the data you hold on them to maximise your sales and profits.TRANSCRIPT
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Interna'onal Customer Experience World
12th – 13th March, Maslow Hotel , Sandton
Amanda Cromhout
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Big Data: The key to making customer-‐centric
changes
Lord MacLaurin, former Tescos chairman, famously told
Dunnhumby
“What scares me about this is that you know more about my customers a6er 3 months than I know a6er 30
years!”
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“This isn’t just about increasing response rates…its about rallying the en7re organisa7on to be customer centric.”
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“Leverage data to grow wallet share and purchase frequency, shiJ behaviour to higher-‐margin products”
“Daily deals can create loyal customers within the correct framework of
rewards.”
“A great loyalty strategy is also a
great company strategy. A best-in-class loyalty program requires deep customer insights and
technology” �
“Leveraging key data insights strengthens multi-dimensional customer relationships”
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Customer Centricity
The ul?mate prize from loyalty
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Iceberg effect
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The Iceberg Effect
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Iceberg effect
Loyalty Programmes: Pick n Pay smart shopper BA Execu?ve Club Edcon Thank U Woolworths W Rewards
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The Iceberg Effect
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Iceberg effect
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Real Customer Value &
Long Term Customer Loyalty
The Iceberg Effect
Loyalty Programmes: Pick n Pay smart shopper BA Execu?ve Club Edcon Thank U Woolworths W Rewards
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Iceberg effect
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covert
The Iceberg Effect
overt
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“Loyalty programs are no longer solely focused on points. Loyalty is a des7na7on created
through data-‐centric marke7ng communicaBons that lead to sustainable and measureable change in customer behaviour.”
Colloquy: USA Today 25 March 2011
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Tradi?onal Loyalty Model
Loyalty Programme
Customer Loyalty & increased sales
Reason to swipe my loyalty card
more Drives Incentivises
+ 4-6 %
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Customer Data
Customer Insights
Be\er Direct & Loyalty Marke?ng
Produces…. Drives…. Delivers….
Loyalty Programme
Results in….
Customer Loyalty & increased sales
+ 6 %
Tradi?onal CRM Model
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“How Target Figured Out A Teen Girl Was Pregnant Before Her Father Did’
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Target’s press statement: “Like many companies, we use research tools that help us understand customer shopping trends & preferences so that we can give our guests offers and promo?ons that relevant to them…Customers are always welcome to opt out of our marke?ng programmes” Fox News Feb 24, 2012
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Customer Data
Customer Insights
Be\er Direct & Loyalty Marke?ng
Produces…. Drives…. Delivers….
Loyalty Programme
Results in….
Product Strategy
Pricing Strategy
Distribu?on Strategy
Customer Loyalty & increased sales
Customer Service
Full Customer Strategy Model
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Customer Data
Customer Insights
Be\er Direct & Loyalty Marke?ng
Produces…. Drives…. Delivers….
Loyalty Programme
Results in….
Product Strategy
Customer Loyalty & increased sales
Full Customer Strategy Model
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Do you want sales data on baby carrots or
customer data on who buys baby carrots?
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Customer Data
Customer Insights
Be\er Direct & Loyalty Marke?ng
Produces…. Drives…. Delivers….
Loyalty Programme
Results in….
Pricing Strategy
Customer Loyalty & increased sales
Full Customer Strategy Model
Proprietary and Confiden?al. All rights reserved.
Customer Data
Customer Insights
Be\er Direct & Loyalty Marke?ng
Produces…. Drives…. Delivers….
Loyalty Programme
Results in….
Distribu?on Strategy
Customer Loyalty & increased sales
Full Customer Strategy Model
Proprietary and Confiden?al. All rights reserved.
Customer Data
Customer Insights
Be\er Direct & Loyalty Marke?ng
Produces…. Drives…. Delivers….
Loyalty Programme
Results in….
Customer Loyalty & increased sales
Customer Service
Full Customer Strategy Model
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Data Insights Value Segmenta?on
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Global Retail: 20% of revenues come from 3% of customers
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Gaming: 58% of revenues come from 4% of customers
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Love your most
profitable customers
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Inoculate your customers against the inevitable
seduc?on of a compe?tor
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Retail: even your best customers are s?ll spending at least 30% elsewhere
“We saw we don’t need more customers – we need the customers we have to spend more Bme with us….therein lies the whole
idea of loyalty”
No of
Customers
YOY change
% of
customers
% of
revenue
Average Customer Value
Average No of trips
% Cross
Shopping
AMBASSADORS
205K 6% 35% $2,526 56 88%
FRIENDS
417k 15% 25% $897 30 60%
SUPPORTERS
487k 21% 16% $514 17 42%
POTENTIALS
319k 11% 8% $362 9 26%
INDIFFERENT
410k 18% 5% $159 4 8%
ONE-‐OFF
578k 24% 2% $50 2 1%
CUSTOMER
VAL
UE
This is for illustra?on only – not real data
Indicates where to allocate your marke?ng budget based on value poten?al to the business
Easiest ?pping point for further incremental sales
Tradi'onal Recency, Frequency & Value
Ranking Order RFV NPS Segment
1 + + Advocates
2 -‐ + Ambassadors
3 + -‐ Func?onal Repeaters
4 -‐ -‐ Detractors
Neutralise nega?ve Word Of Mouth U?lise posi?ve word of mouth through social media strategy
Overlaying Net Promoter Score Enables budget alloca?on based on both Value and Affinity
People who engage with brands via social media demonstrate a deeper
emo?onal commitment to those brands, and they spend between 20% and 40% more than other customers on the products and services offered by the brands, according to a report by Bain & Company
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Source: Social Media Consumer Survey, (January 2011) supplied by Marke?ngProfs.com
Taking Customer Experience to the next level
….using customer insights
“… by using Clubcard, we can look at what customers buy from us, what things they like, and then make an effort to target adverts that are
more relevant to them….. it means we can know our customers be\er
than anyone.” Sco\ Deutrom, MD, Clubcard TV
“We’ll use Clubcard data to tell us what might be relevant for our customers and
therefore help us deliver a more personalised service…be\er s?ll we can target adverts based on what customers
bought yesterday, we can show that we are listening to out customers in ‘real’ ?me”
Sco\ Deutrom, MD, Clubcard TV
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What differen?ates gilt.com from the rest is the
experience
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“Most online shopping mirrors brick & mortar stores.
They are not taking advantage of what’s uniquely
possible online, the heightened sense of entertainment and compeBBon.
A big part of the Gilt brand promise is discovery:
You come every day & it’s new every day.”
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How GILT uses VoC
…..everyday ….in everything they do
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1. Personaliza?on 2. Merchandising 3. Segmenta?on 4. Policies 5. Loyalty 6. Social Engagement 7. Customer Service 8. Launch of New Businesses
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