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UNLOCKING
CUSTOMER VALUE
A retrospective of
Annie Melnic’s analytics portfolio
April 2024
▪ Analytics x Creativity x ROI
▪ Futureproofing, or my quest for optimum
and infinite scalability
▪ Award winning success stories
…and a VISION of the Future
EXPECT
CONSTANT VECTORS
DEVELOPMENT & EVOLUTION
Tenure Insight Solution
Affiliate Manager, EveryMatrix
(Gaming, data aggregator)
Collaborating with early adopters
unlocks value, scale, speed, novelty
Developed product, engaged prospects.
Real-time, easy to tweak & enrich. Partners
built bigger services, accelerated revenue
growth from both content and referrals
Social Media Manager, Betfair
(Gaming, exchange)
International distributors and
translations opens new markets
Local adaptation helped expand the
product relevance and appeal. Serve new
customers. Incremental business growth,
driving to a market leading position
Social Media Planner, City Index
(Financial Services, online trading)
Education can be a powerful
differentiator
Online resource for learning, How-To:
evergreen, reusable in other seasons; TV
format for Social. Unique, interactive,
emotional, personal
Chief Digital Officer, Homestrings
(Financial Services, investments)
Playful game-like experience
accelerates onboarding
Guided users along optimal journey,
rewarding participation, engagement.
Compelling exciting UX
SeniorMarketingManager, Paysafe
(Financial Services, online payments)
Cultural affinities & familiarity drives
customer behaviour and preferences
Fixed slot was adapted to country, local TV
schedule; not just one offer but for pre-
launch, live event, cross-sell. Cater to
complementary needs and interests
PRODUCT
DEVELOPMENT
Award winning, innovative,
consumer-centric solutions
MARKET
EXPANSION
Delivered 5x growth, established
market leadership
FROM REACH TO
CONVERSION
Closing loops in disjointed
consumer journeys
ADAPTING TO
LOCAL
Adapt by country and market,
reflect local context & timelines
COMMUNITY
BUILDING
Migrate learnings across
categories and activities
CAPTURE NEW
CHANNELS
Novel ways to reach users;
unique value-proposition
FULFILL NEED
FOR GROWTH
Educate: feed customers
ambition to learn & develop
DOPAMINE
FUELLED
ENGAGEMENT
Events, gamification, incentives,
rewards: nudge economics
RESULTS
CONFIG
Metric 1
Metric 2
Metric 3
Metric 1
Metric 2
Metric 3
DESCRIPTION
PRICES
REST API
RECOMMENDATIONS
BASED ON KPI
BENCHMARKING
EACH FEED IS
CUSTOMISED FOR
EVERY PARTNER
TRACK CONTENT
PERFORMANCE
PRODUCT
DEVELOPMENT
7
▪ Observe and identify success factors
through user DBs, market research,
and benchmarking
▪ Verify market coverage
▪ Bridge gap, seize opportunity!
▪ Harnessing mobile analytics and .com
performance estimate performance
fulfils its potential
▪ Find and fix the broken link
▪ A/B test to further grow conversion
▪ Used Media Campaign reporting,
market insights and local research to
identify consumer preferences
▪ Tested several formats to find the best
combination of components
ADAPTING
TO LOCAL
EXAMPLES
▪ Onsite experience supported by
digital and display campaigns, own
retail and partners
▪ Local payment integration
▪ Diversity of languages & markets
▪ [Not all country domains listed]
▪ 2nd example only shows 9 of 17
previously supported versions
FULFILL
NEED TO GROW
ASPIRATIONS
Fuel dreams, serving personal
development goals creates strong
emotional bonds, becoming USP & key
differentiator
FAMILIARITY
Surface underserved needs from learnings
collected on internal community through
surveys, panels, interviews, LTV studies
GAMIFICATION
Guide, reward and incentivize both to
entertain and to engage consumers,
hence ensuring stickiness through
complex journey & steep learning curve
▪ For Homestrings I created an
integrated investment experience
focusing on learning and a
curated journey
▪ Digital community mechanisms
were complemented by exclusive
events such as conferences and
exclusive intros to project
developers
INSIGHTS
▪ Different motivation for using the product
▪ [Hyper] local club sponsorship with global appeal
▪ Little known club with loyal tribal hereditary following
▪ Disruptive, novel, unique way of harnessing partnership
▪ Leverage club, management and player endorsements
▪ Using the product was the easiest way to explain it
▪ Easiest yet most rewarding and engaging: access exclusive experiences
▪ DDOS: show vulnerability, build emotional bond, get users support
SOURCE: https://web.archive.org/web/20150317151915/http://www.brandwatch.com/2015/03/insights-which-football-sponsors-are-getting-the-best-roi/
WHICH 2015 FOOTBALL SPONSORSHIP HAD BEST ROI?
NETELLER, FOR WHOSE STRATEGY I DESIGNED
RECENT WORK
EXCERPT FROM 5-year BRAND STRATEGY KICK OFF TRANSCRIPT
WHERE 3 INSIGHTS I COINED WERE USED
Global Brand SBP
Outdoor SBP
DesignDirectionandProductStrategy
DTC and Go-to-market Strategy
Authenticity HERO
CONSUMER INSIGHT TOUCHPOINTS
Level of impact for CX driving forces
CX
Global strategy
Local execution
INNOVATION & FORESIGHT
▪ 10 year+ expectation signals
BRAND & CATEGORY CAMPAIGNS
▪ New performance KPIs
▪ Qualitative augmentation
▪ Audience emotions
▪ Psychographic personalization
PRODUCT & APP LAUNCHES
▪ Compare & benchmark
▪ Provide health checks & forecast
▪ Validate demand, concepts,
features, pricing & market sizing
COMMUNITIES
▪ adiClub Loyalty Program
▪ Urban Football
▪ Adidas Runners Club
▪ Outdoor Insiders
INSIGHTS
APPLICATION
DEMOCRATIZED ACCESS TO INSIGHTS
How easy is ot to find the right insight for your Use Case?
18
WHAT I BRING
METHODOLOGY
Research techniques serving consumer centricity
21
SOCIAL LISTENING
REVIEWS
MULTILINGUAL
UNDERSTANDING
LARGE SCALE IMAGE
PROCESSING
VIDEO AUDIENCE
EMOTION DETECTION
NPS & cSAT DRIVERS
ANALYTICS
TOOLSET
LISTEN AND
ANALYZE INSIGHTS AND
RECOMMENDATIONS
.COM EXPERIENCE
APP REVIEWS
NPS COMMENTS
PRODUCT FEEDBACK
SOCIAL MEDIA
INTERVIEWS
SURVEYS
EXPERT OPINIONS
IMPLEMENT
AND ITERATE
DISCOVERY
SEARCH
RECOMMENDATIONS
REVIEWS
FAVORITES
CHECK-OUT
ORDER TRACKING
REFINE AND
EVOLVE
USP
NOVEL FEATURES
INNOVATION
HYPERLOCAL TESTS
EXCLUSIVES
TOPIC TRACKING
DASHBOARDS
SCORE RATINGS
SENTIMENT
MAU/DAU
CONSUMER FIRST
TUNING INTO VOC TO DELIVER NEW PRODUCTS & EXPERIENCES
3
2
1
4
NPS
CHATS
REVIEWS
COMMENTS
…AND MORE
PROCESSING:
▪ LLM OR SAAS TEXT MINING
▪ TOPIC TREEMAPS, CLUSTERS,
CORRELATION
▪ SENTIMENT SCORES
▪ EMOTION ANALYSIS,
LONGITUDINAL TRACKING
▪ USER QUOTES & CALLBACKS
▪ X-SOURCE DATA MASH-UPS
SYNTHESIS:
▪ NEW USER STORIES
▪ PRIORITY VALIDATION
▪ INSIGHTS & RECOMMENDATIONS
April 2024
MY APPROACH
• On-demand analytics toolkit
Recommendations become:
•Accessible
•Dynamic
•Adaptable
VISION
Insights
Innovation Engine &
Change Catalyst
Marketing Sales Product
• Comms calendar
Touchpoints:
•Consistent
•Relevant
•Anticipative
• Advocacy
KPIs:
•L2O Ratio
•Cross selling
•CLV Growth
• Product & Programs
Synergistic:
•Demand driven
•Transformative
•Co-invention
WHO
Sources
WHAT?
Purpose
HOW?
Process
MISSION
SOURCES AND METRICS
• Surveys
Audiences:
•Providers
•Administrators
•Patients
• Customersupportcenters
Leverage:
•Inquiries
•Complaints
•Suggestions
• Usergroups,advisoryboards
Mechanisms:
•Solicit feedback
•Testutility
•Gatherinput
• OnlinePlatforms
Solutions:
•Connect
•Shareroadmaps
•Answerquestions
C-Sat
NPS CX
quotient
Customer
effort
score
SLAs Advocacy
PURPOSE
Reach Engage Activate Nurture Retain
Regain
Upsell
DYNAMIC CUSTOMER INSIGHT
PROCESS
• Existingdata
•Actionable insights!
• Closefeedback loops
•Predictiveanalytics
•Recommendations,suggestions
•Validateaccuracy&utility
• Personalized content
•Byspecialty
•Bysupplysystem
•Bydecisionpipeline
• Integrations
•CRM
•Commsplanners
•R&DRoadmap
• Segmentation
•Byspend
•Values&aspirations
•Purchasebehaviours
• Live&real-time
•Offerdocumentation
•Suggestevents,webinars
•Recommendtrainings
•Connectwithexperts
•Programs&certifications
Deliver
-Recommendations
-Decisionconfidence
-Dynamiccustomerinsight
Define
-Usecases
-Customers&clients
-Personasbasedon
roles,decisions,needs
Transform
-Objectives
-Templates
-Processes
-Culture
Engage
-Participants
-Colleagues
-Leadership
Measure
-Indices
-ProgressonKPIs
CXC
Learn
NOW LET’S START THE
JOURNEY TOGETHER
ANY QUESTIONS?

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Annie Melnic: insights & analytics stories

  • 1. UNLOCKING CUSTOMER VALUE A retrospective of Annie Melnic’s analytics portfolio April 2024
  • 2. ▪ Analytics x Creativity x ROI ▪ Futureproofing, or my quest for optimum and infinite scalability ▪ Award winning success stories …and a VISION of the Future EXPECT
  • 4. Tenure Insight Solution Affiliate Manager, EveryMatrix (Gaming, data aggregator) Collaborating with early adopters unlocks value, scale, speed, novelty Developed product, engaged prospects. Real-time, easy to tweak & enrich. Partners built bigger services, accelerated revenue growth from both content and referrals Social Media Manager, Betfair (Gaming, exchange) International distributors and translations opens new markets Local adaptation helped expand the product relevance and appeal. Serve new customers. Incremental business growth, driving to a market leading position Social Media Planner, City Index (Financial Services, online trading) Education can be a powerful differentiator Online resource for learning, How-To: evergreen, reusable in other seasons; TV format for Social. Unique, interactive, emotional, personal Chief Digital Officer, Homestrings (Financial Services, investments) Playful game-like experience accelerates onboarding Guided users along optimal journey, rewarding participation, engagement. Compelling exciting UX SeniorMarketingManager, Paysafe (Financial Services, online payments) Cultural affinities & familiarity drives customer behaviour and preferences Fixed slot was adapted to country, local TV schedule; not just one offer but for pre- launch, live event, cross-sell. Cater to complementary needs and interests
  • 5. PRODUCT DEVELOPMENT Award winning, innovative, consumer-centric solutions MARKET EXPANSION Delivered 5x growth, established market leadership FROM REACH TO CONVERSION Closing loops in disjointed consumer journeys ADAPTING TO LOCAL Adapt by country and market, reflect local context & timelines COMMUNITY BUILDING Migrate learnings across categories and activities CAPTURE NEW CHANNELS Novel ways to reach users; unique value-proposition FULFILL NEED FOR GROWTH Educate: feed customers ambition to learn & develop DOPAMINE FUELLED ENGAGEMENT Events, gamification, incentives, rewards: nudge economics
  • 6. RESULTS CONFIG Metric 1 Metric 2 Metric 3 Metric 1 Metric 2 Metric 3 DESCRIPTION PRICES REST API RECOMMENDATIONS BASED ON KPI BENCHMARKING EACH FEED IS CUSTOMISED FOR EVERY PARTNER TRACK CONTENT PERFORMANCE PRODUCT DEVELOPMENT
  • 7. 7 ▪ Observe and identify success factors through user DBs, market research, and benchmarking ▪ Verify market coverage ▪ Bridge gap, seize opportunity! ▪ Harnessing mobile analytics and .com performance estimate performance fulfils its potential ▪ Find and fix the broken link ▪ A/B test to further grow conversion ▪ Used Media Campaign reporting, market insights and local research to identify consumer preferences ▪ Tested several formats to find the best combination of components ADAPTING TO LOCAL
  • 8. EXAMPLES ▪ Onsite experience supported by digital and display campaigns, own retail and partners ▪ Local payment integration ▪ Diversity of languages & markets ▪ [Not all country domains listed] ▪ 2nd example only shows 9 of 17 previously supported versions
  • 9. FULFILL NEED TO GROW ASPIRATIONS Fuel dreams, serving personal development goals creates strong emotional bonds, becoming USP & key differentiator FAMILIARITY Surface underserved needs from learnings collected on internal community through surveys, panels, interviews, LTV studies GAMIFICATION Guide, reward and incentivize both to entertain and to engage consumers, hence ensuring stickiness through complex journey & steep learning curve
  • 10.
  • 11. ▪ For Homestrings I created an integrated investment experience focusing on learning and a curated journey ▪ Digital community mechanisms were complemented by exclusive events such as conferences and exclusive intros to project developers
  • 12. INSIGHTS ▪ Different motivation for using the product ▪ [Hyper] local club sponsorship with global appeal ▪ Little known club with loyal tribal hereditary following ▪ Disruptive, novel, unique way of harnessing partnership ▪ Leverage club, management and player endorsements ▪ Using the product was the easiest way to explain it ▪ Easiest yet most rewarding and engaging: access exclusive experiences ▪ DDOS: show vulnerability, build emotional bond, get users support
  • 15. EXCERPT FROM 5-year BRAND STRATEGY KICK OFF TRANSCRIPT WHERE 3 INSIGHTS I COINED WERE USED
  • 16. Global Brand SBP Outdoor SBP DesignDirectionandProductStrategy DTC and Go-to-market Strategy Authenticity HERO CONSUMER INSIGHT TOUCHPOINTS Level of impact for CX driving forces CX Global strategy Local execution
  • 17. INNOVATION & FORESIGHT ▪ 10 year+ expectation signals BRAND & CATEGORY CAMPAIGNS ▪ New performance KPIs ▪ Qualitative augmentation ▪ Audience emotions ▪ Psychographic personalization PRODUCT & APP LAUNCHES ▪ Compare & benchmark ▪ Provide health checks & forecast ▪ Validate demand, concepts, features, pricing & market sizing COMMUNITIES ▪ adiClub Loyalty Program ▪ Urban Football ▪ Adidas Runners Club ▪ Outdoor Insiders INSIGHTS APPLICATION
  • 18. DEMOCRATIZED ACCESS TO INSIGHTS How easy is ot to find the right insight for your Use Case? 18
  • 21. 21 SOCIAL LISTENING REVIEWS MULTILINGUAL UNDERSTANDING LARGE SCALE IMAGE PROCESSING VIDEO AUDIENCE EMOTION DETECTION NPS & cSAT DRIVERS ANALYTICS TOOLSET
  • 22.
  • 23. LISTEN AND ANALYZE INSIGHTS AND RECOMMENDATIONS .COM EXPERIENCE APP REVIEWS NPS COMMENTS PRODUCT FEEDBACK SOCIAL MEDIA INTERVIEWS SURVEYS EXPERT OPINIONS IMPLEMENT AND ITERATE DISCOVERY SEARCH RECOMMENDATIONS REVIEWS FAVORITES CHECK-OUT ORDER TRACKING REFINE AND EVOLVE USP NOVEL FEATURES INNOVATION HYPERLOCAL TESTS EXCLUSIVES TOPIC TRACKING DASHBOARDS SCORE RATINGS SENTIMENT MAU/DAU CONSUMER FIRST TUNING INTO VOC TO DELIVER NEW PRODUCTS & EXPERIENCES 3 2 1 4
  • 24. NPS CHATS REVIEWS COMMENTS …AND MORE PROCESSING: ▪ LLM OR SAAS TEXT MINING ▪ TOPIC TREEMAPS, CLUSTERS, CORRELATION ▪ SENTIMENT SCORES ▪ EMOTION ANALYSIS, LONGITUDINAL TRACKING ▪ USER QUOTES & CALLBACKS ▪ X-SOURCE DATA MASH-UPS SYNTHESIS: ▪ NEW USER STORIES ▪ PRIORITY VALIDATION ▪ INSIGHTS & RECOMMENDATIONS
  • 26. • On-demand analytics toolkit Recommendations become: •Accessible •Dynamic •Adaptable VISION Insights Innovation Engine & Change Catalyst Marketing Sales Product • Comms calendar Touchpoints: •Consistent •Relevant •Anticipative • Advocacy KPIs: •L2O Ratio •Cross selling •CLV Growth • Product & Programs Synergistic: •Demand driven •Transformative •Co-invention
  • 28. SOURCES AND METRICS • Surveys Audiences: •Providers •Administrators •Patients • Customersupportcenters Leverage: •Inquiries •Complaints •Suggestions • Usergroups,advisoryboards Mechanisms: •Solicit feedback •Testutility •Gatherinput • OnlinePlatforms Solutions: •Connect •Shareroadmaps •Answerquestions C-Sat NPS CX quotient Customer effort score SLAs Advocacy
  • 29. PURPOSE Reach Engage Activate Nurture Retain Regain Upsell DYNAMIC CUSTOMER INSIGHT
  • 30. PROCESS • Existingdata •Actionable insights! • Closefeedback loops •Predictiveanalytics •Recommendations,suggestions •Validateaccuracy&utility • Personalized content •Byspecialty •Bysupplysystem •Bydecisionpipeline • Integrations •CRM •Commsplanners •R&DRoadmap • Segmentation •Byspend •Values&aspirations •Purchasebehaviours • Live&real-time •Offerdocumentation •Suggestevents,webinars •Recommendtrainings •Connectwithexperts •Programs&certifications
  • 32. NOW LET’S START THE JOURNEY TOGETHER ANY QUESTIONS?