Mike King | SearchLove San Diego, 'Automation Demystified'

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Mike King | SearchLove San Diego, 'Automation Demystified'
Mike King | SearchLove San Diego, 'Automation Demystified'
At MozCon my “Digital Body Language” talk was about how you could build a cost-effective customizable Marketing Automation platform and I built it and gave it away for free.
Mike King | SearchLove San Diego, 'Automation Demystified'
Mike King | SearchLove San Diego, 'Automation Demystified'
Mike King | SearchLove San Diego, 'Automation Demystified'
Yep, just quoted myself.
Marketing automation is the cross-section of the skillsets that many of us already know and love.
According to a study by the Annuitas Group marketing automation helps you make it rain. http://bit.ly/1rT8mEw
The Lenskold and Pedowitz Groups, 2013 Lead-Generation Marketing Effectiveness Study, Nov 2013 - http://bit.ly/ZjexL2
I was thinking going back to Philly for the weekend and closed my browser. Then I got an email a few hours later telling me to complete my transaction.
I was thinking going back to Philly for the weekend and closed my browser. Then I got an email a few hours later telling me to complete my transaction.
Personalization has any number of applications, but it’s generally about highlighting what people are most likely to be interested in based on their user signals.
Mike King | SearchLove San Diego, 'Automation Demystified'
Marketers believe that marketing automation is the best way to improve the ROI of Content Marketing.
86% of consumers believe that personalization has influenced what they purchased. 31% wish their shopping experience was more personalized.
According to Yahoo consumers believe that personalizing advertising is more relevant, memorable and engaging than general ads.
Industry adoption of marketing automation is still low. This is a great time to capitalize.
Mike King | SearchLove San Diego, 'Automation Demystified'
Mike King | SearchLove San Diego, 'Automation Demystified'
Mike King | SearchLove San Diego, 'Automation Demystified'
Mike King | SearchLove San Diego, 'Automation Demystified'
Alignment of content with user need states and key performance indicators is critical for measurement and effective marketing automation.
Marketing automation is the cross-section of the skillsets that many of us already know and love.
Mike King | SearchLove San Diego, 'Automation Demystified'
Mike King | SearchLove San Diego, 'Automation Demystified'
I’ve spoken at length about personas, but in this case we can stop at segments rather than building actual personas, but they must be quantitative by identifiable metrics.
You’ll need to determine which channels you’ll want to be active in with this campaign so you can account for those activities with the right content and tagging. 
Organic Search 
 
 
 
 
 
Paid Search 
 
 
 
 
 
Referral 
 
 
 
 
 
Email 
 
 
 
 
 
Organic Social 
 
 
 
 

With marketing automation you need to plan for cross-channel measurement with regard to KPIs and campaign tagging. In some case your campaign tags are also a trigger for automation. 
Share of Voice for Familiarity Keywords 
# Impressions for Familiarity Keywords 
# Impressions for Familiarity Creative 
# Impressions for Familiarity Creative 
# Impressions for Familiarity Creative 
# Impressions for Familiarity Creative 
Visits to Familiarity Native Placements 
Visits to Familiarity Content 
Open Rate 
Rankings for Familiarity Keywords 
CTR for Familiarity Keywords 
CTR for Familiarity Creative 
CTR for Familiarity Creative 
CTR for Familiarity Creative 
CTR for Familiarity Creative 
Social Shares of Familiarity Native Placements 
Time on Site for Familiarity Content 
Opens 
# Impressions for Familiarity Keywords 
Quality Score for Familiarity Keywords 
Clicks of Familiarity Creative 
Clicks of Familiarity Creative 
Clicks of Familiarity Creative 
Clicks of Familiarity Creative 
Content Downloads 
# of Links to Familiarity Content 
CTR 
CTR for Familiarity Keywords 
Visits from Familiarity Keywords 
Visits from Familiarity Creative 
Visits from Familiarity Creative 
Visits from Familiarity Creative 
Visits from Familiarity Creative 
Page Depth 
# of Referral Sources to Familiarity Content 
Unsubscribes 
# URLs Receiving Traffic for Familiarity Content 
Content Downloads 
Content Downloads 
Content Downloads 
Content Downloads 
Content Downloads 
- 
Content Downloads 
Page Depth 
# Visits to Familiarity Content 
Page Depth 
Page Depth 
Page Depth 
Social Shares of Familiarity Content 
Page Depth 
- 
Page Depth 
- 
Content Downloads 
- 
- 
- 
Page Depth 
- 
- 
- 
- 
Page Depth
Marketing Automation user flows are largely not linear and can be cross-channel. In planning out MA you must identify specific flows that lead you believe will lead to conversion.
Figure out the points within the user flow that you want to A/B or MV test for improvement. 
A/B test view layout. 
Multi-variate test copy options in plans.
Triggers can be user actions or attributes that will inform what features on the site or marketing experience needs to be toggled. Cross-channel these can be campaign tags or referrers. 
Time between visits 
Number of Page views 
Clicks 
Referral Channel 
User type 
User path 
Time on Site 
Form Submission 
Basically anything you can track or measure
The content needs to respond to a set of rules. You’ll need to determine those rules and then develop specific content 
Consideration Version 
Loyalty Version 
Awareness Version
Mike King | SearchLove San Diego, 'Automation Demystified'
I’ve spoken at length about personas, but in this case we’ll likely have to focus on segments and cohorts rather than personas depending on what your platform setup can measure. http://bit.ly/1fdLpbo
Using data from Towerdata you can append demographic and firmographic data to your mailing list or userbase based on email address. http://www.towerdata.com
You can do the same thing with FullContact although they focus primarily on the social media profiles of a given user http://www.fullcontact.com
FullContact provides a sheet in Excel that will pull their data down without needing to code.
You can get your API data directly in Excel with some VBA using Excel-REST.
You don’t have to be a coder to use APIs. Using Postman allows you to test out API calls with no code at all http://www.getpostman.com
Orange is a visual data mining tool that gives you powerful statistical analysis without requiring code or math. http://orange.biolab.si/
K-means Clustering is … http://bit.ly/1qJEKgm
Use Open Refine (fka Google Refine) http://openrefine.org/index.html. Make sure all the data types in your columns matches.
Use Open Refine (fka Google Refine) http://openrefine.org/index.html. Make sure all the data types in your columns matches. 
In this case the N/A value must become a non-sensical value 1k-0k and the 0 value must be 0k-0k to ensure consistency
Use the K-Means clustering method of unsupervised learning to cluster your mailing list based on the features you collect from FullContact.
Mike King | SearchLove San Diego, 'Automation Demystified'
Tribalytics allows you to cluster by features of Twitter followers. http://www.tribalytics.com
In many cases user flows as seen to be within a given website whereas a journey map is an indication of a cross-channel experience. Build user flows that connect all of the cross- channel experiences.
This is how you achieve comprehensive alignment for marketing automation. 
Specifically align your channels, content and measurement with each of these phases and determine the triggers and user experience for each one
Identifying winning or losing paths in your analytics platform specifically by advanced segments is a quick way to figure out worthy user flows for automation.
Depending on your user segmentation setup you’ll want to define values for the different actions. Your actions should align with your triggers. In this case we have segmentation of new visitors and repeat visitors. 
Website Visit 
From Search 
10 
10 
From Social 
3 
5 
From Referral 
3 
5 
Pageview 
1 
2 
Attend Webinar 
10 
10 
Content Download 
15 
15 
Mailing List Signup 
15 
15
You can define your scoring range however you’d like, but this is a good schema to work within. 
<40 – Very Low Engagement; highly likely to not signup 
40-80 – Medium Engagement; most customers will contact you, but not signup 
80-100 – Highly Engaged; very high signup rate
Alternatively, the Google Tag Manager (see @MikeCP’s presentation) is much better for this. 
_gaq.push(['_trackEvent', 
‘userEngagementEvents', // category of activity 
‘[insert name of engagement event here]', // Action 
]);
Mike King | SearchLove San Diego, 'Automation Demystified'
Your content strategy should specifically speak to the specific segment’s need at this particular phase and touchpoint and how you’ll address that need to move them through the funnel.
Each channel and touchpoint is different and may require a different tone. You must define that tone to ensure it resonates with the target segment. Check out MailChimp’s http://voiceandtone.com
You’ll need to define the requirements for the content that will be created for this specific touchpoint and phase. Be mindful that a given page may have multiple options based on the user’s features and actions.
Mike King | SearchLove San Diego, 'Automation Demystified'
Since keywords are gone from the referrer in Organic and Paid Search you can only make changes to the overall experience based on the channel and landing page combination. 
Landing Page 
Associated Keywords
Based on the campaign tagging in links from the email you can identify the nurture track and use these variables to trigger additional experiences. 
Campaign Tag 
Link Clicked 
Landing Page 
Nurture Track Id
Creative ID 
Referral Source 
Campaign ID 
Landing Page
Creative ID 
Referral Source 
Campaign ID 
Cookie Placement URL 
Landing Page
Post ID 
Referral Source 
Landing Page 
Campaign Tag
There are any number of tools out there for marketing automation. It depends on your requirements and business goals what you should use.
Mike King | SearchLove San Diego, 'Automation Demystified'
Many of the marketing automation tools integrate with other data providers and give you high level dashboards.
Undoubtedly, you’ll want a more complete picture of metrics in your dashboards and Klipfolio makes it easy to pull all the data together with APIs. http://www.klipfolio.com
Most of the data sources we as SEOs use are already pre-baked and those that aren’t are easily set up with no coding.
Mike King | SearchLove San Diego, 'Automation Demystified'
There are lead intelligence and marketing automation tools galore.
Augur is the closest thing out there to what I’ve built. I’ve spoken to the Founder, he’s incredibly smart and has some features that are well beyond Quantum Lead.
If you’re on Wordpress I suggest LeadIn for capturing your leads, forms and user paths easily. http://www.leadin.com
With Augur, LeadIn and a developer you could potentially build everything you else you’ll get out of these other tools.
These are likely the more familiar marketing automation platforms, but none of them offers a “perfect solution.”
Mintigo is a very interesting solution for predictive analytics and lead scoring that plugs into these platforms. http://www.mintigo.com
Personyze has similar drag drop pesonalization functionality to Optimizely and Monetate, but a much lower price tag. http://www.personyze.com
Mike King | SearchLove San Diego, 'Automation Demystified'
Mike King | SearchLove San Diego, 'Automation Demystified'
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Mike King | SearchLove San Diego, 'Automation Demystified'

  • 5. At MozCon my “Digital Body Language” talk was about how you could build a cost-effective customizable Marketing Automation platform and I built it and gave it away for free.
  • 10. Marketing automation is the cross-section of the skillsets that many of us already know and love.
  • 11. According to a study by the Annuitas Group marketing automation helps you make it rain. http://bit.ly/1rT8mEw
  • 12. The Lenskold and Pedowitz Groups, 2013 Lead-Generation Marketing Effectiveness Study, Nov 2013 - http://bit.ly/ZjexL2
  • 13. I was thinking going back to Philly for the weekend and closed my browser. Then I got an email a few hours later telling me to complete my transaction.
  • 14. I was thinking going back to Philly for the weekend and closed my browser. Then I got an email a few hours later telling me to complete my transaction.
  • 15. Personalization has any number of applications, but it’s generally about highlighting what people are most likely to be interested in based on their user signals.
  • 17. Marketers believe that marketing automation is the best way to improve the ROI of Content Marketing.
  • 18. 86% of consumers believe that personalization has influenced what they purchased. 31% wish their shopping experience was more personalized.
  • 19. According to Yahoo consumers believe that personalizing advertising is more relevant, memorable and engaging than general ads.
  • 20. Industry adoption of marketing automation is still low. This is a great time to capitalize.
  • 25. Alignment of content with user need states and key performance indicators is critical for measurement and effective marketing automation.
  • 26. Marketing automation is the cross-section of the skillsets that many of us already know and love.
  • 29. I’ve spoken at length about personas, but in this case we can stop at segments rather than building actual personas, but they must be quantitative by identifiable metrics.
  • 30. You’ll need to determine which channels you’ll want to be active in with this campaign so you can account for those activities with the right content and tagging. Organic Search      Paid Search      Referral      Email      Organic Social     
  • 31. With marketing automation you need to plan for cross-channel measurement with regard to KPIs and campaign tagging. In some case your campaign tags are also a trigger for automation. Share of Voice for Familiarity Keywords # Impressions for Familiarity Keywords # Impressions for Familiarity Creative # Impressions for Familiarity Creative # Impressions for Familiarity Creative # Impressions for Familiarity Creative Visits to Familiarity Native Placements Visits to Familiarity Content Open Rate Rankings for Familiarity Keywords CTR for Familiarity Keywords CTR for Familiarity Creative CTR for Familiarity Creative CTR for Familiarity Creative CTR for Familiarity Creative Social Shares of Familiarity Native Placements Time on Site for Familiarity Content Opens # Impressions for Familiarity Keywords Quality Score for Familiarity Keywords Clicks of Familiarity Creative Clicks of Familiarity Creative Clicks of Familiarity Creative Clicks of Familiarity Creative Content Downloads # of Links to Familiarity Content CTR CTR for Familiarity Keywords Visits from Familiarity Keywords Visits from Familiarity Creative Visits from Familiarity Creative Visits from Familiarity Creative Visits from Familiarity Creative Page Depth # of Referral Sources to Familiarity Content Unsubscribes # URLs Receiving Traffic for Familiarity Content Content Downloads Content Downloads Content Downloads Content Downloads Content Downloads - Content Downloads Page Depth # Visits to Familiarity Content Page Depth Page Depth Page Depth Social Shares of Familiarity Content Page Depth - Page Depth - Content Downloads - - - Page Depth - - - - Page Depth
  • 32. Marketing Automation user flows are largely not linear and can be cross-channel. In planning out MA you must identify specific flows that lead you believe will lead to conversion.
  • 33. Figure out the points within the user flow that you want to A/B or MV test for improvement. A/B test view layout. Multi-variate test copy options in plans.
  • 34. Triggers can be user actions or attributes that will inform what features on the site or marketing experience needs to be toggled. Cross-channel these can be campaign tags or referrers. Time between visits Number of Page views Clicks Referral Channel User type User path Time on Site Form Submission Basically anything you can track or measure
  • 35. The content needs to respond to a set of rules. You’ll need to determine those rules and then develop specific content Consideration Version Loyalty Version Awareness Version
  • 37. I’ve spoken at length about personas, but in this case we’ll likely have to focus on segments and cohorts rather than personas depending on what your platform setup can measure. http://bit.ly/1fdLpbo
  • 38. Using data from Towerdata you can append demographic and firmographic data to your mailing list or userbase based on email address. http://www.towerdata.com
  • 39. You can do the same thing with FullContact although they focus primarily on the social media profiles of a given user http://www.fullcontact.com
  • 40. FullContact provides a sheet in Excel that will pull their data down without needing to code.
  • 41. You can get your API data directly in Excel with some VBA using Excel-REST.
  • 42. You don’t have to be a coder to use APIs. Using Postman allows you to test out API calls with no code at all http://www.getpostman.com
  • 43. Orange is a visual data mining tool that gives you powerful statistical analysis without requiring code or math. http://orange.biolab.si/
  • 44. K-means Clustering is … http://bit.ly/1qJEKgm
  • 45. Use Open Refine (fka Google Refine) http://openrefine.org/index.html. Make sure all the data types in your columns matches.
  • 46. Use Open Refine (fka Google Refine) http://openrefine.org/index.html. Make sure all the data types in your columns matches. In this case the N/A value must become a non-sensical value 1k-0k and the 0 value must be 0k-0k to ensure consistency
  • 47. Use the K-Means clustering method of unsupervised learning to cluster your mailing list based on the features you collect from FullContact.
  • 49. Tribalytics allows you to cluster by features of Twitter followers. http://www.tribalytics.com
  • 50. In many cases user flows as seen to be within a given website whereas a journey map is an indication of a cross-channel experience. Build user flows that connect all of the cross- channel experiences.
  • 51. This is how you achieve comprehensive alignment for marketing automation. Specifically align your channels, content and measurement with each of these phases and determine the triggers and user experience for each one
  • 52. Identifying winning or losing paths in your analytics platform specifically by advanced segments is a quick way to figure out worthy user flows for automation.
  • 53. Depending on your user segmentation setup you’ll want to define values for the different actions. Your actions should align with your triggers. In this case we have segmentation of new visitors and repeat visitors. Website Visit From Search 10 10 From Social 3 5 From Referral 3 5 Pageview 1 2 Attend Webinar 10 10 Content Download 15 15 Mailing List Signup 15 15
  • 54. You can define your scoring range however you’d like, but this is a good schema to work within. <40 – Very Low Engagement; highly likely to not signup 40-80 – Medium Engagement; most customers will contact you, but not signup 80-100 – Highly Engaged; very high signup rate
  • 55. Alternatively, the Google Tag Manager (see @MikeCP’s presentation) is much better for this. _gaq.push(['_trackEvent', ‘userEngagementEvents', // category of activity ‘[insert name of engagement event here]', // Action ]);
  • 57. Your content strategy should specifically speak to the specific segment’s need at this particular phase and touchpoint and how you’ll address that need to move them through the funnel.
  • 58. Each channel and touchpoint is different and may require a different tone. You must define that tone to ensure it resonates with the target segment. Check out MailChimp’s http://voiceandtone.com
  • 59. You’ll need to define the requirements for the content that will be created for this specific touchpoint and phase. Be mindful that a given page may have multiple options based on the user’s features and actions.
  • 61. Since keywords are gone from the referrer in Organic and Paid Search you can only make changes to the overall experience based on the channel and landing page combination. Landing Page Associated Keywords
  • 62. Based on the campaign tagging in links from the email you can identify the nurture track and use these variables to trigger additional experiences. Campaign Tag Link Clicked Landing Page Nurture Track Id
  • 63. Creative ID Referral Source Campaign ID Landing Page
  • 64. Creative ID Referral Source Campaign ID Cookie Placement URL Landing Page
  • 65. Post ID Referral Source Landing Page Campaign Tag
  • 66. There are any number of tools out there for marketing automation. It depends on your requirements and business goals what you should use.
  • 68. Many of the marketing automation tools integrate with other data providers and give you high level dashboards.
  • 69. Undoubtedly, you’ll want a more complete picture of metrics in your dashboards and Klipfolio makes it easy to pull all the data together with APIs. http://www.klipfolio.com
  • 70. Most of the data sources we as SEOs use are already pre-baked and those that aren’t are easily set up with no coding.
  • 72. There are lead intelligence and marketing automation tools galore.
  • 73. Augur is the closest thing out there to what I’ve built. I’ve spoken to the Founder, he’s incredibly smart and has some features that are well beyond Quantum Lead.
  • 74. If you’re on Wordpress I suggest LeadIn for capturing your leads, forms and user paths easily. http://www.leadin.com
  • 75. With Augur, LeadIn and a developer you could potentially build everything you else you’ll get out of these other tools.
  • 76. These are likely the more familiar marketing automation platforms, but none of them offers a “perfect solution.”
  • 77. Mintigo is a very interesting solution for predictive analytics and lead scoring that plugs into these platforms. http://www.mintigo.com
  • 78. Personyze has similar drag drop pesonalization functionality to Optimizely and Monetate, but a much lower price tag. http://www.personyze.com