Inbound Marketing: How to Deliver Next Best Action Offer in Real-time - Martin Radford
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Transcript of Inbound Marketing: How to Deliver Next Best Action Offer in Real-time - Martin Radford
Real-time marketing is marketing
performed “on-the-fly” to
determine an appropriate or
optimal approach to a particular
customer at a particular time and
place
• Delights by anticipating customer needs and desires
• Delivers a smarter, personalized, and timely customer experience
that is rooted in the context for each customer
• Seamless and consistent cross-channel experience that eliminates
the frustration of inappropriate offers
• Promotes the feeling of being known and treated according to their
individual wants and needs
Advantages to customers
74% of online consumers get frustrated with
websites when content appears to have nothing
to do with their interests. (Janrain)
• Increases the success of revenue-generating recommendations,
such as up-sell, cross-sell, and retention
• Empowers customer-facing employees by giving them the optimal
recommendation for each customer
• Engages with customers through the appropriate interaction channel,
exactly when they are most ready for influence e.g. when they are on
your website, in your store or talking with you call centre
• Increases customer satisfaction and loyalty
Advantages to organisations
81% of marketers perceive increase in customer
engagement as the main benefit of real-time
marketing. (Evergage)
IBM enables real-time marketing
Turns every customer touch-point into a channel for the kind of personalised marketing messages previously only delivered through outbound campaigns
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perspiciatis unde omnis iste natuserror sit voluptatem accusantiumdoloremque laudantium, totam remaperiam, eaque ipsa quae ab illo
inventore veritatis et quasi architectobeatae vitae dicta sunt explicabo.Nemo enim ipsam voluptatem quiavoluptas sit aspernatur aut odit aut
perspiciatis unde omnis iste natus
fugit, sed quia consequuntur magnidolores eos qui ratione voluptatemsequi nesciunt. Neque porroquisquam est, qui dolorem ipsum quiadolor sit amet, consectetur, adipiscivelit, sed quia non numquam eiusmodi tempora incidunt ut labore etdolore magnam aliquam quaerat
Offer
DETAILS
http://www.voluptatem.quia/maliquam.html
perspiciatis unde omnis iste natuserror sit voluptatem accusantiumdoloremque laudantium, totam remaperiam, eaque ipsa quae ab illoinventore veritatis et quasi architectobeatae vitae dicta sunt explicabo.Nemo enim ipsam voluptatem quiavoluptas sit aspernatur aut odit aut
fugit, sed quia consequuntur magnidolores eos qui ratione voluptatemsequi nesciunt. Neque porroquisquam est, qui dolorem ipsum quiadolor sit amet, consectetur, adipiscivelit, sed quia non numquam eiusmodi tempora incidunt ut labore etdolore magnam aliquam quaerat
Offer or Topic
HOME PAGE
http://www.voluptatem.quia
WWW
“Greetings”reason for call
resolution[authentication]
hold time…
Topic Offer
CALL CENTER
!
How is the personalised message selected?
Different approaches:
• Deterministic: the user programs the logic that makes the selection
• Predictive: algorithms make the selection
DETERMINISTIC
Strengths:
• Gives marketers more
control over results
• Expected results are
easy to see
Weaknesses:
• Time-consuming to
build and maintain
• Limited by marketers’
intuition
PREDICTIVE
Strengths:
• Models do the work
• Self-learning/ self-
improving over time
Weaknesses:
• Takes control from
marketers’ – “black box”
• Performance can be
slowed by processing
requirements
Outbound and Inbound are a single, centralised decision engine
segmentsoffers
contact & responsehistory
attribution
reporting
outbound campaign management
real-time interaction management
Customer DB
Operational Systems
SPSS Modeler
Decision Management
How does it work?
OFFER TREATMENT
• Identify relevant offers for
assigned segment
• Identify relative weighting of offers
by marketer
SCORING / SUPPRESSION
• Retrieve scores from
master score lists
• Use master suppression
lists to filter out offers
• Filter offers based on previous
presentation/outcome
ARBITRATION
• Apply self-learning scores
• Integrated, configurable algorithm
• Algorithm is replaceable
(“pluggable”)
QUALIFICATION & BEHAVIOR ANALYSIS
Dynamic segmentation based on:
• Existing customer data
• Context (session data)
• Web service call-outs
WINNING
Offer
SESSION
DATASEGMENT
Assigned
OFFER
Finalists
w/Scores
CANDIDATE
Offers
?OFFER
Personalization Segments
Java Coding Search Terms
Previous Interest in Integration
Senior IT Director
?
Real-time marketing on a website
?
?
Calls to Interact drive page content
execute Login (0132,
getOffers(WSHomePage,1),
getProfile(0132))
Eligible Segment Recommended Offer
Integration Search Offer A – WAS MQ7
Offer B – SOA Message
Java Coding Terms Business Agility
TCO White Study
Senior IT WAS vs WL ROI …
Score100
100
85
90
96
Example:
A/B Test
Score100100
90
80
98
Identify key patterns in behaviour across interactions
Reacting to built up behaviour over time
Visits “Check out w/o Purchase” 4x in 1 day
Customer wants to buy NOW but hesitates for some reason Offer % off shipping costs to push to purchase
Views several tablet computers in 1 hour
Customer wants to buy tablet computer NOW Help him make a decision and win his business
Views investment page 3x in 1 day
Customer likely wants to make investment NOW If Bank does not react customer likely to invest money elsewhere
Dulux paint
page viewed
on website
Count Event
IBM Interact Advanced Patterns – Event Triggers
Day 1 a.m. Day 1 p.m. Day 2 a.m.
Other page
viewed
InteractPersonalized
Offer Logic
Dulux paint
page viewed
on mobile web
Count Event
A/PPattern
Detection
Other page
viewedDulux paint
page viewed
on website
Count Event
3 Dulux paint pages visited in 2
Days
Trigger Dulux paint
interest Pattern
Post Event Trigger
Dulux
paint Offer
Day 2 p.m.
Other page
viewedOther page
viewed
Other page
viewed
Other page
viewed
Triggers Patterns which are:
• time bound
• can persist for “n” days
• or for a rolling time period
• “Object” saved to system table
• Tracks patterns of customer activity
• Has a memory i.e. tracks events across sessions
• Tracks for each AudienceID (e.g. CustomerID)
• Triggers associated actions that fire when all events occur
Building a pattern
DuluxPageVisited DuluxPageVisited DuluxPageVisited
DULUXINTEREST
Website
DuluxPageVisited
already occurred just occurred waiting to occur
EVENT PATTERN 2
Enhanced Multi-touch Campaigns Using Event Patterns
Dulux Paint
25%
Dulux Paint
BOGOF
Brush Kit
Related
OfferA
Related
OfferB
Related
OfferC
Reject Offer
Accept Offer
EVENT PATTERN 1
EVENT PATTERN 3
Accept Offer
EVENT PATTERN 4
EVENT PATTERN 5
EVENT PATTERN 6
• Extend the interaction outside the inbound channel
• Support the in-channel message
• Enhance the customer experience
Not just in-channel messages
!perspiciatis unde omnis iste natuserror sit voluptatem accusantiumdoloremque laudantium, totam remaperiam, eaque ipsa quae ab illoinventore veritatis et quasi architectobeatae vitae dicta sunt explicabo.Nemo enim ipsam voluptatem quiavoluptas sit aspernatur aut odit aut
perspiciatis unde omnis iste natuserror sit voluptatem accusantiumdoloremque laudantium, totam remaperiam, eaque ipsa quae ab illo
inventore veritatis et quasi architectobeatae vitae dicta sunt explicabo.Nemo enim ipsam voluptatem quiavoluptas sit aspernatur aut odit aut
perspiciatis unde omnis iste natus
fugit, sed quia consequuntur magnidolores eos qui ratione voluptatemsequi nesciunt. Neque porroquisquam est, qui dolorem ipsum quiadolor sit amet, consectetur, adipiscivelit, sed quia non numquam eiusmodi tempora incidunt ut labore etdolore magnam aliquam quaerat
Offer 1
DETAILS
http://www.voluptatem.quia/maliquam.html
perspiciatis unde omnis iste natuserror sit voluptatem accusantiumdoloremque laudantium, totam remaperiam, eaque ipsa quae ab illoinventore veritatis et quasi architectobeatae vitae dicta sunt explicabo.Nemo enim ipsam voluptatem quiavoluptas sit aspernatur aut odit aut
fugit, sed quia consequuntur magnidolores eos qui ratione voluptatemsequi nesciunt. Neque porroquisquam est, qui dolorem ipsum quiadolor sit amet, consectetur, adipiscivelit, sed quia non numquam eiusmodi tempora incidunt ut labore etdolore magnam aliquam quaerat
Offer or Topic
HOME PAGE
http://www.voluptatem.quia
WWW
IBM Omni-Channel Message Orchestrator
Omni-
ChannelMessage
Orchestrator
Interact Strategies
Custo
mer
Fire
wall
SilverpopXtify
(cloud/sdk)WSC, DA / Tealeaf
Digital
Messaging
Services
Gateway
hi
2
1
3
Event trigger received
Call Interact to
get best offer
Send offers
Event triggers
Offers delivered in messages
Interact
WSC
Widget
Offer/Message Orchestration for
Real-Time Personalisation across
multiple channels
Ensure all available channels
present offers that are
optimized for a customer in
the context of their
interaction, avoiding
unnecessary repetition, and
using the most effective
channel(s).