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Predictive Marketing Analytics
Using Data Science to Make Smarter Decisions
What Is Predictive Marketing?-
Predictive Marketing
is the Practice of
Extracting
Information From
Existing Customer
Datasets
Predicting Which
Marketing Actions
are More Likely to
Succeed, and Which
are More Likely to
Fail
Determining Future
Outcomes and
Trends Can Have a
Major Outcome on
Your Marketing
Strategy
Compiled by author from sources: intelligentdemand.com - marketingtechblog.com
Predictive Marketing Analytics-
Data is Gathered on Customers,
Algorithms Adjusted in Real-time and
Leads are Scored For a Trend to Drive
Business Results
Advertising and
Audience Sources
Can be Measured
to Develop
Campaigns With
Predictive
Responses
Compiled by author from source: marketingtechblog.com
Predictive Analytics Platforms-
Predictive Marketing Analytics
Platforms Work in Union With
Marketing Automation or CRM
Platforms
Compiled by author from source: digitalmarketingdepot.com Image Source: Google Images
Acts as a Database of Record For
First-Party Customer Data
Predictive Analytics Use-
Predictive marketing analytics platforms can
be used for a number of business cases,
including the following:
Generating
Net-new Leads
Lead
Prioritization
Account-based
Marketing
Persona and
Customer
Segment
Building
Cross-selling
and Upselling
Sales
Enablement
Compiled by author from source: digitalmarketingdepot.com
Advanced Capability Platforms-
Platforms Begin to Make a
Distinction by Offering More
Advanced Capabilities That
Include the Following:
Compiled by author from source: digitalmarketingdepot.com
Analytics Platform Capabilities-
Multi-sourced Data Sets
Prospect Discovery
Lead Enrichment
Lead Scoring
Predictive Models
Native Integration
Compiled by author from source: digitalmarketingdepot.com
B2B marketers are relying on predictive marketing
analytics platforms to automate and streamline
marketing
Many vendors are rooted in lead scoring but have
included predictive modeling and personalization
Virtually all B2B predictive marketing analytics
platforms provide a core set of capabilities that
focus on:
Automation Integration-
Offers Native
Integration With
Leading Marketing
Automation
Platforms to Draw
From a Single,
Integrated Pool of
Customer Data
Internal CRM
Customer Service
Accounting Systems
Predictive Marketing Analytics Vendors Use a
Variety of Methods to Import Data From Client’s:
Compiled by author from source: digitalmarketingdepot.com Image Source: Google Images
The Foundational Principles-
Analyze and Score a Set of Prospects Based
on Their Similarity to Your Actual Customers
The Algorithms are Advanced and The Results
are Both Automated and Improving
Massive Amounts of Data – Purchase history,
behavior, and demographic data
The Extent of Access – Access streaming data in
real-time activity
The Simplicity of the Cloud – Immense computing
power via the cloud
Compiled by author from source: marketingtechblog.com
Top Challenge: Not Enough Insight-
0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50%
Ensuring Data Quality from Variety Sources
Managing Data from Variety Sources
Providing Real-Time Insights
Managing the Velocity of Data Generation
Standardizing Metrics
Connecting Individual Prospects with Their Organizatons
Top Challenges Stopping Marketers from Creating Actionable Insights:
Compiled by author from source: everstring.com
Personalize & Predict-
95%
Predictive Marketers
76%
Retrospective Marketers
Compiled by author from source: everstring.com
Agree That The Ability To Model & Predict Specific Account Outcomes Is Essential:
Tech Savvy Marketers?-
Who is Using
Predictive?
Who is
Thinking
About it?
Who Even
Understands
What it is?
38%
25%
25%
10%
2%
How Mature are Marketers with
Technology:
Basic Have a Few Tools, CRM, Marketing Automation
Have CRM and Exploring Marketing Automation
Send Email Only
Are the NASA of Marketing Tech
Do Not Know What it is
Compiled by author from source: everstring.com
Lead Scoring-
Lead scoring is the assigning of a value to each
lead based on a predetermined set of rules, or
criteria
The resulting score is used to determine which
leads receive priority from:
Sales
Partners
Lead
Generation
Compiled by author from source: digitalmarketingdepot.com
Predictive Lead Scoring-
Predictive Lead Scoring Can Incorporate
200 Or More Data Points By Sourcing:
Websites
Social
Networks
Internal
Systems
The Predicted Action Is Usually Related To
Purchase Intent Such As:
Lifetime
Revenue
Profitability
Promotion
Response
Sales
Acceptance
Compiled by author from source: digitalmarketingdepot.com
Employing Predictive Insights-
Growth
Grow your database of accounts and leads that
are a good fit for your business
Focus on the right people, close more deals and
grow revenue faster without having to market to
people who aren’t a good fit
Your marketing programs become more impactful
with tighter alignment between sales and
strategy, resulting in developing accounts that
have the highest return
Compiled by author from source: Everstring_Three_Core_Impacts_of_Predictive_Marketing_BNE93.pdf Image Source: Google Images
Employing Predictive Insights-
Alignment Align around the right goals, the right audience
and the right message
Go beyond firmographic and demographic data to
personalize your message using over 20,000
curated data signals
Identify who you should be targeting with your
program spend and use data to identify how to
focus your message
Compiled by author from source: Everstring_Three_Core_Impacts_of_Predictive_Marketing_BNE93.pdf Image Source: Google Images
Breaking Down Barriers-
How is Predictive Breaking Down the Barriers
to Implementation?
Creates continuously updated target lists- Most
update on a quarterly basis
Target and Market to Buying Committees, not
individuals- Most is targeted at the contact level
Build Data-Driven Campaigns-Here is where
marketing tools are indispensable
Compiled by author from source: 6sense.com Image Source: Google Images
CONTACT US FOR THE FULL
PRESENTATION:
Mediacontact USA Inc.
13575 58TH Street North #160
Clearwater, Fl. 33760
T: 727 538 4112
E: contact@mcusa.co
www.mediacontactusa.com
SOURCES CITED-
• The 3 Core Impacts of Predictive Marketing
file:///C:/Users/Monika%20Somogyi/Downloads/Everstring_Three_Core_Impacts_of_Predictiv
e_Marketing_BNE93.pdf
• Karp, By Daniil. "The Case for Predictive Marketing Automation." 6sense. N.p., n.d. Web. 28
Sept. 2016.
• https://6sense.com/2016/03/the-case-for-predictive-marketing-automation-account-based-
marketing/
• MARTECH INTELLIGENCE REPORT: B2B Predictive Marketing Analytics Platforms: A
Marketers Guide http://downloads.digitalmarketingdepot.com/rs/727-ZQE-
044/images/MIR_1604_PredAnalyt.pdf?mkt_tok=eyJpIjoiTXpVd01EWTROV0l6T1dOaSIsInQiOi
JiTDV0R1J3QTcxUjJMbks3RWtxNEtUWGtuZWxyTVkyNXlhbG04VnV1dWNQd1A5c2JIR0VJTjVs
TzZHRXpmK2ZuUlJROFh3TmFjWU9RZ2ZxR1hEcXBZNHBqRkJJQVNNaUIrRnZlanp6c3A2VT0if
Q%3D%3D
SOURCES CITED-
• Rothman, Dayna. "[Infographic] Forging a New Path: How Predictive Marketing Analytics
Boosts B2B Business Performance." EverString. N.p., 2016. Web. 12 Sept. 2016.
http://www.everstring.com/blog/infographic-forging-a-new-path-how-predictive-
marketing-analytics-boosts-b2b-business-performance/
• Rothman, Dayna. "Introducing The 2015 State of Predictive Marketing Survey Report."
EverString. N.p., 2015. Web. 12 Sept. 2016. http://www.everstring.com/blog/introducing-the-
2015-state-of-marketing-survey-report/
• Snyder, By Eli. "What Is Predictive Marketing? Tell Me in Plain Language!" Intelligent
Demand Real Revenue Transformation. N.p., 2015. Web. 08 Sept. 2016.
http://intelligentdemand.com/what-is-predictive-marketing-tell-me-in-plain-language/
• "What Is Predictive Marketing?" MarTech. N.p., 2016. Web. 08 Sept. 2016.
https://marketingtechblog.com/what-is-predictive-marketing/

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Predictive Marketing Analytics

  • 1. Predictive Marketing Analytics Using Data Science to Make Smarter Decisions
  • 2. What Is Predictive Marketing?- Predictive Marketing is the Practice of Extracting Information From Existing Customer Datasets Predicting Which Marketing Actions are More Likely to Succeed, and Which are More Likely to Fail Determining Future Outcomes and Trends Can Have a Major Outcome on Your Marketing Strategy Compiled by author from sources: intelligentdemand.com - marketingtechblog.com
  • 3. Predictive Marketing Analytics- Data is Gathered on Customers, Algorithms Adjusted in Real-time and Leads are Scored For a Trend to Drive Business Results Advertising and Audience Sources Can be Measured to Develop Campaigns With Predictive Responses Compiled by author from source: marketingtechblog.com
  • 4. Predictive Analytics Platforms- Predictive Marketing Analytics Platforms Work in Union With Marketing Automation or CRM Platforms Compiled by author from source: digitalmarketingdepot.com Image Source: Google Images Acts as a Database of Record For First-Party Customer Data
  • 5. Predictive Analytics Use- Predictive marketing analytics platforms can be used for a number of business cases, including the following: Generating Net-new Leads Lead Prioritization Account-based Marketing Persona and Customer Segment Building Cross-selling and Upselling Sales Enablement Compiled by author from source: digitalmarketingdepot.com
  • 6. Advanced Capability Platforms- Platforms Begin to Make a Distinction by Offering More Advanced Capabilities That Include the Following: Compiled by author from source: digitalmarketingdepot.com
  • 7. Analytics Platform Capabilities- Multi-sourced Data Sets Prospect Discovery Lead Enrichment Lead Scoring Predictive Models Native Integration Compiled by author from source: digitalmarketingdepot.com B2B marketers are relying on predictive marketing analytics platforms to automate and streamline marketing Many vendors are rooted in lead scoring but have included predictive modeling and personalization Virtually all B2B predictive marketing analytics platforms provide a core set of capabilities that focus on:
  • 8. Automation Integration- Offers Native Integration With Leading Marketing Automation Platforms to Draw From a Single, Integrated Pool of Customer Data Internal CRM Customer Service Accounting Systems Predictive Marketing Analytics Vendors Use a Variety of Methods to Import Data From Client’s: Compiled by author from source: digitalmarketingdepot.com Image Source: Google Images
  • 9. The Foundational Principles- Analyze and Score a Set of Prospects Based on Their Similarity to Your Actual Customers The Algorithms are Advanced and The Results are Both Automated and Improving Massive Amounts of Data – Purchase history, behavior, and demographic data The Extent of Access – Access streaming data in real-time activity The Simplicity of the Cloud – Immense computing power via the cloud Compiled by author from source: marketingtechblog.com
  • 10. Top Challenge: Not Enough Insight- 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% Ensuring Data Quality from Variety Sources Managing Data from Variety Sources Providing Real-Time Insights Managing the Velocity of Data Generation Standardizing Metrics Connecting Individual Prospects with Their Organizatons Top Challenges Stopping Marketers from Creating Actionable Insights: Compiled by author from source: everstring.com
  • 11. Personalize & Predict- 95% Predictive Marketers 76% Retrospective Marketers Compiled by author from source: everstring.com Agree That The Ability To Model & Predict Specific Account Outcomes Is Essential:
  • 12. Tech Savvy Marketers?- Who is Using Predictive? Who is Thinking About it? Who Even Understands What it is? 38% 25% 25% 10% 2% How Mature are Marketers with Technology: Basic Have a Few Tools, CRM, Marketing Automation Have CRM and Exploring Marketing Automation Send Email Only Are the NASA of Marketing Tech Do Not Know What it is Compiled by author from source: everstring.com
  • 13. Lead Scoring- Lead scoring is the assigning of a value to each lead based on a predetermined set of rules, or criteria The resulting score is used to determine which leads receive priority from: Sales Partners Lead Generation Compiled by author from source: digitalmarketingdepot.com
  • 14. Predictive Lead Scoring- Predictive Lead Scoring Can Incorporate 200 Or More Data Points By Sourcing: Websites Social Networks Internal Systems The Predicted Action Is Usually Related To Purchase Intent Such As: Lifetime Revenue Profitability Promotion Response Sales Acceptance Compiled by author from source: digitalmarketingdepot.com
  • 15. Employing Predictive Insights- Growth Grow your database of accounts and leads that are a good fit for your business Focus on the right people, close more deals and grow revenue faster without having to market to people who aren’t a good fit Your marketing programs become more impactful with tighter alignment between sales and strategy, resulting in developing accounts that have the highest return Compiled by author from source: Everstring_Three_Core_Impacts_of_Predictive_Marketing_BNE93.pdf Image Source: Google Images
  • 16. Employing Predictive Insights- Alignment Align around the right goals, the right audience and the right message Go beyond firmographic and demographic data to personalize your message using over 20,000 curated data signals Identify who you should be targeting with your program spend and use data to identify how to focus your message Compiled by author from source: Everstring_Three_Core_Impacts_of_Predictive_Marketing_BNE93.pdf Image Source: Google Images
  • 17. Breaking Down Barriers- How is Predictive Breaking Down the Barriers to Implementation? Creates continuously updated target lists- Most update on a quarterly basis Target and Market to Buying Committees, not individuals- Most is targeted at the contact level Build Data-Driven Campaigns-Here is where marketing tools are indispensable Compiled by author from source: 6sense.com Image Source: Google Images
  • 18. CONTACT US FOR THE FULL PRESENTATION: Mediacontact USA Inc. 13575 58TH Street North #160 Clearwater, Fl. 33760 T: 727 538 4112 E: contact@mcusa.co www.mediacontactusa.com
  • 19. SOURCES CITED- • The 3 Core Impacts of Predictive Marketing file:///C:/Users/Monika%20Somogyi/Downloads/Everstring_Three_Core_Impacts_of_Predictiv e_Marketing_BNE93.pdf • Karp, By Daniil. "The Case for Predictive Marketing Automation." 6sense. N.p., n.d. Web. 28 Sept. 2016. • https://6sense.com/2016/03/the-case-for-predictive-marketing-automation-account-based- marketing/ • MARTECH INTELLIGENCE REPORT: B2B Predictive Marketing Analytics Platforms: A Marketers Guide http://downloads.digitalmarketingdepot.com/rs/727-ZQE- 044/images/MIR_1604_PredAnalyt.pdf?mkt_tok=eyJpIjoiTXpVd01EWTROV0l6T1dOaSIsInQiOi JiTDV0R1J3QTcxUjJMbks3RWtxNEtUWGtuZWxyTVkyNXlhbG04VnV1dWNQd1A5c2JIR0VJTjVs TzZHRXpmK2ZuUlJROFh3TmFjWU9RZ2ZxR1hEcXBZNHBqRkJJQVNNaUIrRnZlanp6c3A2VT0if Q%3D%3D
  • 20. SOURCES CITED- • Rothman, Dayna. "[Infographic] Forging a New Path: How Predictive Marketing Analytics Boosts B2B Business Performance." EverString. N.p., 2016. Web. 12 Sept. 2016. http://www.everstring.com/blog/infographic-forging-a-new-path-how-predictive- marketing-analytics-boosts-b2b-business-performance/ • Rothman, Dayna. "Introducing The 2015 State of Predictive Marketing Survey Report." EverString. N.p., 2015. Web. 12 Sept. 2016. http://www.everstring.com/blog/introducing-the- 2015-state-of-marketing-survey-report/ • Snyder, By Eli. "What Is Predictive Marketing? Tell Me in Plain Language!" Intelligent Demand Real Revenue Transformation. N.p., 2015. Web. 08 Sept. 2016. http://intelligentdemand.com/what-is-predictive-marketing-tell-me-in-plain-language/ • "What Is Predictive Marketing?" MarTech. N.p., 2016. Web. 08 Sept. 2016. https://marketingtechblog.com/what-is-predictive-marketing/

Editor's Notes

  1. http://intelligentdemand.com/what-is-predictive-marketing-tell-me-in-plain-language/ https://marketingtechblog.com/what-is-predictive-marketing/
  2. https://marketingtechblog.com/what-is-predictive-marketing/
  3. http://downloads.digitalmarketingdepot.com/rs/727-ZQE-044/images/MIR_1604_PredAnalyt.pdf?mkt_tok=eyJpIjoiTXpVd01EWTROV0l6T1dOaSIsInQiOiJiTDV0R1J3QTcxUjJMbks3RWtxNEtUWGtuZWxyTVkyNXlhbG04VnV1dWNQd1A5c2JIR0VJTjVsTzZHRXpmK2ZuUlJROFh3TmFjWU9RZ2ZxR1hEcXBZNHBqRkJJQVNNaUIrRnZlanp6c3A2VT0ifQ%3D%3D
  4. http://downloads.digitalmarketingdepot.com/rs/727-ZQE-044/images/MIR_1604_PredAnalyt.pdf?mkt_tok=eyJpIjoiTXpVd01EWTROV0l6T1dOaSIsInQiOiJiTDV0R1J3QTcxUjJMbks3RWtxNEtUWGtuZWxyTVkyNXlhbG04VnV1dWNQd1A5c2JIR0VJTjVsTzZHRXpmK2ZuUlJROFh3TmFjWU9RZ2ZxR1hEcXBZNHBqRkJJQVNNaUIrRnZlanp6c3A2VT0ifQ%3D%3D
  5. http://downloads.digitalmarketingdepot.com/rs/727-ZQE-044/images/MIR_1604_PredAnalyt.pdf?mkt_tok=eyJpIjoiTXpVd01EWTROV0l6T1dOaSIsInQiOiJiTDV0R1J3QTcxUjJMbks3RWtxNEtUWGtuZWxyTVkyNXlhbG04VnV1dWNQd1A5c2JIR0VJTjVsTzZHRXpmK2ZuUlJROFh3TmFjWU9RZ2ZxR1hEcXBZNHBqRkJJQVNNaUIrRnZlanp6c3A2VT0ifQ%3D%3D
  6. http://downloads.digitalmarketingdepot.com/rs/727-ZQE-044/images/MIR_1604_PredAnalyt.pdf?mkt_tok=eyJpIjoiTXpVd01EWTROV0l6T1dOaSIsInQiOiJiTDV0R1J3QTcxUjJMbks3RWtxNEtUWGtuZWxyTVkyNXlhbG04VnV1dWNQd1A5c2JIR0VJTjVsTzZHRXpmK2ZuUlJROFh3TmFjWU9RZ2ZxR1hEcXBZNHBqRkJJQVNNaUIrRnZlanp6c3A2VT0ifQ%3D%3D
  7. http://downloads.digitalmarketingdepot.com/rs/727-ZQE-044/images/MIR_1604_PredAnalyt.pdf?mkt_tok=eyJpIjoiTXpVd01EWTROV0l6T1dOaSIsInQiOiJiTDV0R1J3QTcxUjJMbks3RWtxNEtUWGtuZWxyTVkyNXlhbG04VnV1dWNQd1A5c2JIR0VJTjVsTzZHRXpmK2ZuUlJROFh3TmFjWU9RZ2ZxR1hEcXBZNHBqRkJJQVNNaUIrRnZlanp6c3A2VT0ifQ%3D%3D
  8. https://marketingtechblog.com/what-is-predictive-marketing/
  9. http://www.everstring.com/blog/infographic-forging-a-new-path-how-predictive-marketing-analytics-boosts-b2b-business-performance/
  10. http://www.everstring.com/blog/infographic-forging-a-new-path-how-predictive-marketing-analytics-boosts-b2b-business-performance/
  11. http://www.everstring.com/blog/infographic-getting-down-to-the-data-what-is-driving-the-predictive-marketing-revolution/
  12. http://downloads.digitalmarketingdepot.com/rs/727-ZQE-044/images/MIR_1604_PredAnalyt.pdf?mkt_tok=eyJpIjoiTXpVd01EWTROV0l6T1dOaSIsInQiOiJiTDV0R1J3QTcxUjJMbks3RWtxNEtUWGtuZWxyTVkyNXlhbG04VnV1dWNQd1A5c2JIR0VJTjVsTzZHRXpmK2ZuUlJROFh3TmFjWU9RZ2ZxR1hEcXBZNHBqRkJJQVNNaUIrRnZlanp6c3A2VT0ifQ%3D%3D
  13. http://downloads.digitalmarketingdepot.com/rs/727-ZQE-044/images/MIR_1604_PredAnalyt.pdf?mkt_tok=eyJpIjoiTXpVd01EWTROV0l6T1dOaSIsInQiOiJiTDV0R1J3QTcxUjJMbks3RWtxNEtUWGtuZWxyTVkyNXlhbG04VnV1dWNQd1A5c2JIR0VJTjVsTzZHRXpmK2ZuUlJROFh3TmFjWU9RZ2ZxR1hEcXBZNHBqRkJJQVNNaUIrRnZlanp6c3A2VT0ifQ%3D%3D
  14. file:///C:/Users/Monika%20Somogyi/Downloads/Everstring_Three_Core_Impacts_of_Predictive_Marketing_BNE93.pdf
  15. file:///C:/Users/Monika%20Somogyi/Downloads/Everstring_Three_Core_Impacts_of_Predictive_Marketing_BNE93.pdf
  16. https://6sense.com/2016/03/the-case-for-predictive-marketing-automation-account-based-marketing/