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THE MARKETING OF THE
FUTURE
Gaining New Business with New Data and
New Analytics
PETER GENTSCH
22-06-2016 / LONDON
What makes the difference….
SEITE 2| 22.06.2016GAINING NEW BUSINESS WITH NEW DATA AND NEW ANALYTICS
Prince Charles
 Born 1948; grew up in
England
 Married the second time
 2 children
 successful in business
 Wealthy
 Spend their winter holidays
in the Alps
 Likes dogs
 Born 1948; grew up in
England
 Married the second time
 2 children
 successful in business
 Wealthy
 Spend their winter
holidays in the Alps
 Likes dogs
Ozzy Osbourne
Person 1 Person 2
Lookalikes – it also works for the
B-to-B-Business!
Also in the B-to-B area there seem to be apparent Lookalikes
SEITE 4
 > 10 years
 Industry: IT Services
 Located in Berlin
 > 50 employees
 > 5 € Mio revenue
Company 1 Company 2
 > 10 years
 Industry: IT Services
 Located in Berlin
 > 50 employees
 > 5 € Mio revenue
| 22.06.2016GAINING NEW BUSINESS WITH NEW DATA AND NEW ANALYTICS
Big Data-Value Matrix: Smart Analytics leveraging Smart Data
SEITE 5
Data
Analytics
$
$
$
$
Traditional New
Firmographics, Stammdaten,
Web Controlling Data, …
Digital Footprint, Social,
Linked Data…
+
Traditional
New
Deep/ Active and
Transfer Learning ;
Data Mapping/ Fusion,
SNA, Semantics, ..
+
New forms of data
acquisition: Crawling,
Scraping, Parsing, ….. +
Statistic, OLAP,
Data Mining, ….
Standard BI-Business
New Analytics
New Data
Smart Data + Smart Analytics =
Smart Business
New Insights:
Leads, markets, ..
New Efficiency
Cos, time..
| 22.06.2016GAINING NEW BUSINESS WITH NEW DATA AND NEW ANALYTICS
Artificial Intelligence
SEITE 6GAINING NEW BUSINESS WITH NEW DATA AND NEW ANALYTICS| 22.06.2016
1996 2011 2016
Artificial Intelligence
SEITE 7GAINING NEW BUSINESS WITH NEW DATA AND NEW ANALYTICS| 22.06.2016
Artificial Intelligence
SEITE 8GAINING NEW BUSINESS WITH NEW DATA AND NEW ANALYTICS| 22.06.2016
• Artificial Narrow Intelligence (ANI)
(Weak AI, specializes in one area)
• Artificial General Intelligence (AGI)
(Strong AI, human level)
• Artificial Super Intelligence (ASI)
(beyond human)
Artificial Intelligence
SEITE 9GAINING NEW BUSINESS WITH NEW DATA AND NEW ANALYTICS| 22.06.2016
Artificial Intelligence
SEITE 10GAINING NEW BUSINESS WITH NEW DATA AND NEW ANALYTICS| 22.06.2016
Kurz Predictive Analytics vorstellung
DATAlovers SEITE 11
We know your next
1000 Customers!
Best Practice
SEITE 12GAINING NEW BUSINESS WITH NEW DATA AND NEW ANALYTICS| 22.06.2016
• Getting deep market
insights
• Win new customers
• Identify and profile
audiences
• Attract user to use the E-
Shop
AUTOMOTIVE
CONSTRUCTION
ALIENS
E-SHOP
PROFILING
Feature extraction/
Digital footprint
STEP: PROFILING
PREDICTION
GAINING NEW BUSINESS WITH NEW DATA AND NEW ANALYTICS| 22.06.2016
SEITE 14
Lead/
Audience
Prediction
Firmographics
Traffic
Technology
Social
Web
BEARCHDIGITAL
Company
Profiling
GAINING NEW BUSINESS WITH NEW DATA AND NEW ANALYTICS| 22.06.2016
Online Dating in der PostProcessing Phase
SEITE 15
Category Attributes Type
Tech
Hosting, CMS, Server, Frameworks,
Widgets, JavaScript, CND, Analytics, …
Categorial
Firmographics
Revenue, # employees, balance sheet
figures, creditworthiness, industry, …
Scalar, Categorial
Social Channels, # Channels, # Interactions, … Categorial, Scalar
Traffic / Reach Unique Visitors, Page Views, … Scalar
Mobile Mobile Readiness, Mobile Apps, … Categorial
GAINING NEW BUSINESS WITH NEW DATA AND NEW ANALYTICS| 22.06.2016
Online Dating in der PostProcessing Phase
SEITE 16
Technology
Traffic
Reach
Mobile
SearchSocial Media
Connectivity
Quality
Digital
Topics
Digital
Index
GAINING NEW BUSINESS WITH NEW DATA AND NEW ANALYTICS| 22.06.2016
PROFILING
Feature
extraction/
Digital footprint
STEP: PREDICITON
PREDICTION
Per generischen
Customer-DNA
werden neue
Leads predicted
LEAD/
Audience
PREDICTION
GAINING NEW BUSINESS WITH NEW DATA AND NEW ANALYTICS| 22.06.2016
SEITE 18
Company
Profiling
Firmographics
Traffic
Technology
Social
Web
BEARCHDIGITAL
Lead/
Audience
Prediction
GAINING NEW BUSINESS WITH NEW DATA AND NEW ANALYTICS| 22.06.2016
SEITE 19
Comp.A
Comp.C
Comp.A
Comp.A
Comp.B
Comp.C
Comp.B
Comp.C
Comp.B
Comp.A
Comp.B
open-source
Web-Technology
low-tech
paid,
high-end
Social Media
Engagement
leverage,
all chanels
ignore
small
Firmographics
big,
international
one chanel
Topics
(Web-Content, Social)
react
national
GAINING NEW BUSINESS WITH NEW DATA AND NEW ANALYTICS| 22.06.2016
What are the discriminating indicators?
• Topics do have high impact
• They differentiate strongly
• They are partially orthogonal to industry sectors
• Digital Index has high discriminatory power
• Profile and segment companies properly
• Reflects modernity and digital maturity of
companies
• Applied technology correlates with IT budgets and
revenue/ seize
SEITE 20GAINING NEW BUSINESS WITH NEW DATA AND NEW ANALYTICS| 22.06.2016
• 6 x Increase in opportunities generated
• 22% conversion rate improvement
• Unexpected Audiences/ Leads
• Toys wholesaler
• Rental car
• ….
• Significant improvement of targeting and priorization
• Less effort to win and convert leads
• Closed-Loop: train and learn
• Communication signals as marketing alerts
SEITE 21GAINING NEW BUSINESS WITH NEW DATA AND NEW ANALYTICS| 22.06.2016
SEITE 22GAINING NEW BUSINESS WITH NEW DATA AND NEW ANALYTICS| 22.06.2016
“Companies that have pioneered the
use of AI in sales rave about the impact,
which includes an increase in leads and
appointments of more than 50%, cost
reductions of 40%–60%, and call time
reductions of 60%–70%.
Thomas BaumgartnerHomayoun Hatami, Maria
Valdivieso – Mckinsey
June 10, 2016
• New data – new analytics new business must be
part of the overall digital transformation process
• Change management towards an agile and
customer centric organization
• The Marketing/ Sales Role is going to change
completely
• Digital DNA has to be established: Digital first/ only
• Data Science Team as linking pin and enabler
SEITE 24GAINING NEW BUSINESS WITH NEW DATA AND NEW ANALYTICS| 22.06.2016
SEITE 25GAINING NEW BUSINESS WITH NEW DATA AND NEW ANALYTICS| 22.06.2016
Lead/ Audience
Identification
Lead/
Audience
Qualification
Lead/
Audience
Intelligence
Next Best Marketing
Action
Recommendation for
Marketing Executives
Engagement with
Audience
Degree of automation today
In the
future
SEITE 26GAINING NEW BUSINESS WITH NEW DATA AND NEW ANALYTICS| 22.06.2016
Amelia
Tay
SEITE 27GAINING NEW BUSINESS WITH NEW DATA AND NEW ANALYTICS| 22.06.2016
SEITE 28GAINING NEW BUSINESS WITH NEW DATA AND NEW ANALYTICS| 22.06.2016
SEITE 29GAINING NEW BUSINESS WITH NEW DATA AND NEW ANALYTICS| 22.06.2016
SEITE 30GAINING NEW BUSINESS WITH NEW DATA AND NEW ANALYTICS| 22.06.2016
Company AI Customer AI
SEITE 31GAINING NEW BUSINESS WITH NEW DATA AND NEW ANALYTICS| 22.06.2016
“By 2020, customers will manage 85
percent of their relationship with an
enterprise without interacting with a
human.”
Thomas BaumgartnerHomayoun Hatami, Maria
Valdivieso – Mckinsey
June 10, 2016
SEITE 32GAINING NEW BUSINESS WITH NEW DATA AND NEW ANALYTICS| 22.06.2016
peter.gentsch@datalovers.com
0049 (0) 151 11 101 101
Thank you
very much!
SEITE 33

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Marketing of the future cloud london_22-06-2016_4.0

  • 1. THE MARKETING OF THE FUTURE Gaining New Business with New Data and New Analytics PETER GENTSCH 22-06-2016 / LONDON
  • 2. What makes the difference…. SEITE 2| 22.06.2016GAINING NEW BUSINESS WITH NEW DATA AND NEW ANALYTICS Prince Charles  Born 1948; grew up in England  Married the second time  2 children  successful in business  Wealthy  Spend their winter holidays in the Alps  Likes dogs  Born 1948; grew up in England  Married the second time  2 children  successful in business  Wealthy  Spend their winter holidays in the Alps  Likes dogs Ozzy Osbourne Person 1 Person 2
  • 3. Lookalikes – it also works for the B-to-B-Business!
  • 4. Also in the B-to-B area there seem to be apparent Lookalikes SEITE 4  > 10 years  Industry: IT Services  Located in Berlin  > 50 employees  > 5 € Mio revenue Company 1 Company 2  > 10 years  Industry: IT Services  Located in Berlin  > 50 employees  > 5 € Mio revenue | 22.06.2016GAINING NEW BUSINESS WITH NEW DATA AND NEW ANALYTICS
  • 5. Big Data-Value Matrix: Smart Analytics leveraging Smart Data SEITE 5 Data Analytics $ $ $ $ Traditional New Firmographics, Stammdaten, Web Controlling Data, … Digital Footprint, Social, Linked Data… + Traditional New Deep/ Active and Transfer Learning ; Data Mapping/ Fusion, SNA, Semantics, .. + New forms of data acquisition: Crawling, Scraping, Parsing, ….. + Statistic, OLAP, Data Mining, …. Standard BI-Business New Analytics New Data Smart Data + Smart Analytics = Smart Business New Insights: Leads, markets, .. New Efficiency Cos, time.. | 22.06.2016GAINING NEW BUSINESS WITH NEW DATA AND NEW ANALYTICS
  • 6. Artificial Intelligence SEITE 6GAINING NEW BUSINESS WITH NEW DATA AND NEW ANALYTICS| 22.06.2016 1996 2011 2016
  • 7. Artificial Intelligence SEITE 7GAINING NEW BUSINESS WITH NEW DATA AND NEW ANALYTICS| 22.06.2016
  • 8. Artificial Intelligence SEITE 8GAINING NEW BUSINESS WITH NEW DATA AND NEW ANALYTICS| 22.06.2016 • Artificial Narrow Intelligence (ANI) (Weak AI, specializes in one area) • Artificial General Intelligence (AGI) (Strong AI, human level) • Artificial Super Intelligence (ASI) (beyond human)
  • 9. Artificial Intelligence SEITE 9GAINING NEW BUSINESS WITH NEW DATA AND NEW ANALYTICS| 22.06.2016
  • 10. Artificial Intelligence SEITE 10GAINING NEW BUSINESS WITH NEW DATA AND NEW ANALYTICS| 22.06.2016
  • 11. Kurz Predictive Analytics vorstellung DATAlovers SEITE 11 We know your next 1000 Customers!
  • 12. Best Practice SEITE 12GAINING NEW BUSINESS WITH NEW DATA AND NEW ANALYTICS| 22.06.2016 • Getting deep market insights • Win new customers • Identify and profile audiences • Attract user to use the E- Shop AUTOMOTIVE CONSTRUCTION ALIENS E-SHOP
  • 13. PROFILING Feature extraction/ Digital footprint STEP: PROFILING PREDICTION GAINING NEW BUSINESS WITH NEW DATA AND NEW ANALYTICS| 22.06.2016
  • 15. Online Dating in der PostProcessing Phase SEITE 15 Category Attributes Type Tech Hosting, CMS, Server, Frameworks, Widgets, JavaScript, CND, Analytics, … Categorial Firmographics Revenue, # employees, balance sheet figures, creditworthiness, industry, … Scalar, Categorial Social Channels, # Channels, # Interactions, … Categorial, Scalar Traffic / Reach Unique Visitors, Page Views, … Scalar Mobile Mobile Readiness, Mobile Apps, … Categorial GAINING NEW BUSINESS WITH NEW DATA AND NEW ANALYTICS| 22.06.2016
  • 16. Online Dating in der PostProcessing Phase SEITE 16 Technology Traffic Reach Mobile SearchSocial Media Connectivity Quality Digital Topics Digital Index GAINING NEW BUSINESS WITH NEW DATA AND NEW ANALYTICS| 22.06.2016
  • 17. PROFILING Feature extraction/ Digital footprint STEP: PREDICITON PREDICTION Per generischen Customer-DNA werden neue Leads predicted LEAD/ Audience PREDICTION GAINING NEW BUSINESS WITH NEW DATA AND NEW ANALYTICS| 22.06.2016
  • 19. SEITE 19 Comp.A Comp.C Comp.A Comp.A Comp.B Comp.C Comp.B Comp.C Comp.B Comp.A Comp.B open-source Web-Technology low-tech paid, high-end Social Media Engagement leverage, all chanels ignore small Firmographics big, international one chanel Topics (Web-Content, Social) react national GAINING NEW BUSINESS WITH NEW DATA AND NEW ANALYTICS| 22.06.2016
  • 20. What are the discriminating indicators? • Topics do have high impact • They differentiate strongly • They are partially orthogonal to industry sectors • Digital Index has high discriminatory power • Profile and segment companies properly • Reflects modernity and digital maturity of companies • Applied technology correlates with IT budgets and revenue/ seize SEITE 20GAINING NEW BUSINESS WITH NEW DATA AND NEW ANALYTICS| 22.06.2016
  • 21. • 6 x Increase in opportunities generated • 22% conversion rate improvement • Unexpected Audiences/ Leads • Toys wholesaler • Rental car • …. • Significant improvement of targeting and priorization • Less effort to win and convert leads • Closed-Loop: train and learn • Communication signals as marketing alerts SEITE 21GAINING NEW BUSINESS WITH NEW DATA AND NEW ANALYTICS| 22.06.2016
  • 22. SEITE 22GAINING NEW BUSINESS WITH NEW DATA AND NEW ANALYTICS| 22.06.2016 “Companies that have pioneered the use of AI in sales rave about the impact, which includes an increase in leads and appointments of more than 50%, cost reductions of 40%–60%, and call time reductions of 60%–70%. Thomas BaumgartnerHomayoun Hatami, Maria Valdivieso – Mckinsey June 10, 2016
  • 23. • New data – new analytics new business must be part of the overall digital transformation process • Change management towards an agile and customer centric organization • The Marketing/ Sales Role is going to change completely • Digital DNA has to be established: Digital first/ only • Data Science Team as linking pin and enabler SEITE 24GAINING NEW BUSINESS WITH NEW DATA AND NEW ANALYTICS| 22.06.2016
  • 24. SEITE 25GAINING NEW BUSINESS WITH NEW DATA AND NEW ANALYTICS| 22.06.2016 Lead/ Audience Identification Lead/ Audience Qualification Lead/ Audience Intelligence Next Best Marketing Action Recommendation for Marketing Executives Engagement with Audience Degree of automation today In the future
  • 25. SEITE 26GAINING NEW BUSINESS WITH NEW DATA AND NEW ANALYTICS| 22.06.2016 Amelia Tay
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  • 29. SEITE 30GAINING NEW BUSINESS WITH NEW DATA AND NEW ANALYTICS| 22.06.2016 Company AI Customer AI
  • 30. SEITE 31GAINING NEW BUSINESS WITH NEW DATA AND NEW ANALYTICS| 22.06.2016 “By 2020, customers will manage 85 percent of their relationship with an enterprise without interacting with a human.” Thomas BaumgartnerHomayoun Hatami, Maria Valdivieso – Mckinsey June 10, 2016
  • 31. SEITE 32GAINING NEW BUSINESS WITH NEW DATA AND NEW ANALYTICS| 22.06.2016
  • 32. peter.gentsch@datalovers.com 0049 (0) 151 11 101 101 Thank you very much! SEITE 33