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Cross Device Tracking Leading to SMART Attribution Russell McAthy CEO @therustybear www.cubed.ai
46

Smart Attribution + Cross Device - #SMXMunich 2017 -

Mar 21, 2017

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Russell McAthy
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Page 1: Smart Attribution + Cross Device - #SMXMunich 2017 -

Cross Device Tracking

Leading to SMART Attribution

Russell McAthyCEO

@therustybearwww.cubed.ai

Page 2: Smart Attribution + Cross Device - #SMXMunich 2017 -

Russell McAthyCEO of CUBED@therustybear

[email protected]

Page 3: Smart Attribution + Cross Device - #SMXMunich 2017 -

Data & Analytics

Programmatic

Creative

The future of marketing

Page 4: Smart Attribution + Cross Device - #SMXMunich 2017 -

AccountableActionableSuccessful

SMX Munich – Russell McAthy -@therustybear

Page 5: Smart Attribution + Cross Device - #SMXMunich 2017 -

SMX Munich – Russell McAthy -@therustybear

Page 6: Smart Attribution + Cross Device - #SMXMunich 2017 -

You can NOT get 100% accuracy in cross device data

SMX Munich – Russell McAthy -@therustybear

Page 7: Smart Attribution + Cross Device - #SMXMunich 2017 -

SMX Munich – Russell McAthy -@therustybear

AssistedConversions

Multi-Channel Conversions

Multi-Device Conversions

Page 8: Smart Attribution + Cross Device - #SMXMunich 2017 -

SMX Munich – Russell McAthy -@therustybear

AssistedConversions

Multi-Channel Conversions

Multi-Device Conversions

Technology PII Data Partners

Page 9: Smart Attribution + Cross Device - #SMXMunich 2017 -

Probabilisticvs

DeterministicSMX Munich – Russell McAthy -@therustybear

Page 10: Smart Attribution + Cross Device - #SMXMunich 2017 -

Probabilistic vs Deterministic

SMX Munich – Russell McAthy -@therustybear

Total Available Data

Matched

Accuracy = ~60%

Total Available Data

Matched

Accuracy = 100%

Page 11: Smart Attribution + Cross Device - #SMXMunich 2017 -

STOP worrying about your data, understand the

changes driven by your actionsSMX Munich – Russell McAthy -@therustybear

Page 12: Smart Attribution + Cross Device - #SMXMunich 2017 -

We need to CHANGE the way

brands think about marketing

performanceSMX Munich – Russell McAthy -@therustybear

Page 13: Smart Attribution + Cross Device - #SMXMunich 2017 -

Cost today != Sales today

SMX Munich – Russell McAthy -@therustybear

Page 14: Smart Attribution + Cross Device - #SMXMunich 2017 -

• Top of funnel• Brand Advertising• Long term Impact• Very High CPA

• Mid funnel• Brand, Product• Mid term Impact• Mid Level CPA

• Bottom funnel• Instant Impact• Very low CPA

SMX Munich – Russell McAthy -@therustybear

Page 15: Smart Attribution + Cross Device - #SMXMunich 2017 -

YOU OPTIMISE THIS ALREADY

• Top of funnel• Brand Advertising• Long term Impact• Very High CPA

• Mid funnel• Brand, Product• Mid term Impact• Mid Level CPA

• Bottom funnel• Instant Impact• Very low CPA

SMX Munich – Russell McAthy -@therustybear

Page 16: Smart Attribution + Cross Device - #SMXMunich 2017 -

• Top of funnel• Brand Advertising• Long term Impact• Very High CPA

• Mid funnel• Brand, Product• Mid term Impact• Mid Level CPA

• Bottom funnel• Instant Impact• Very low CPA

YOU OPTIMISE THIS ALREADY

YOU NEED TO UNDERSTAND THIS

YOUR BIGGEST OPPORTUNITY

SMX Munich – Russell McAthy -@therustybear

Page 17: Smart Attribution + Cross Device - #SMXMunich 2017 -

Display Impression

YOU OPTIMISE THIS ALREADYYOU NEED TO UNDERSTAND THIS YOUR BIGGEST OPPORTUNITY

PPC Generic

Visit

SEO Generic

Visit

Email Visit PPC Generic

Visit

SEO Brand Visit

Brand Remarketin

g

Direct Visit Brand PPC Visit

Eg.

SMX Munich – Russell McAthy -@therustybear

Page 18: Smart Attribution + Cross Device - #SMXMunich 2017 -

Conversion Rate is a lie!

SMX Munich – Russell McAthy -@therustybear

Page 19: Smart Attribution + Cross Device - #SMXMunich 2017 -

How are we ok with visits to conversions?

SMX Munich – Russell McAthy -@therustybear

Page 20: Smart Attribution + Cross Device - #SMXMunich 2017 -

Let’s look at some data

SMX Munich – Russell McAthy -@therustybear

Page 21: Smart Attribution + Cross Device - #SMXMunich 2017 -

*Data is fictional… obviously

Visitor ID Visit Action Conversion Rate

10001 Newsletter Signup 0%

10002 Newsletter Signup 0%

10003 Nothing 0%

10004 Nothing 0%

10005 Conversion£60 100%

Overall Conversion Rate is 20%

SMX Munich – Russell McAthy -@therustybear

Page 22: Smart Attribution + Cross Device - #SMXMunich 2017 -

Visitor ID Visit Action 2nd

Visit Action

10001 Newsletter Signup Nothing

10002 Newsletter Signup Nothing

10003 Nothing Nothing

10004 Nothing Nothing

10005 Conversion£60 Nothing

Overall Conversion Rate for 2nd Visit is 0%

*Data is fictional… obviouslySMX Munich – Russell McAthy -@therustybear

Page 23: Smart Attribution + Cross Device - #SMXMunich 2017 -

Visitor ID Visit Action 2nd

Visit Action3rd

Visit Action4th

Visit Action5th

Visit Action

10001 Newsletter Signup Nothing Conversion

£30 Nothing

10002 Newsletter Signup Nothing

Viewed Product Video

Nothing Nothing

10003 Nothing Read Blog Conversion £100 Nothing Nothing

10004 Nothing Nothing Conversion £10

Conversion £10 Nothing

10005 Conversion£60 Nothing Nothing Nothing Conversion

£10

*Data is fictional… obviouslySMX Munich – Russell McAthy -@therustybear

Page 24: Smart Attribution + Cross Device - #SMXMunich 2017 -

Visitor ID Visit Action 2nd

Visit Action3rd

Visit Action4th

Visit Action5th

Visit Action

10001 Newsletter Signup Nothing Conversion

£30 Nothing

10002 Newsletter Signup Nothing

Viewed Product Video

Nothing Nothing

10003 Nothing Read Blog Conversion £100 Nothing Nothing

10004 Nothing Nothing Conversion £10

Conversion £10 Nothing

10005 Conversion£60 Nothing Nothing Nothing Conversion

£10

*Data is fictional… obviouslySMX Munich – Russell McAthy -@therustybear

Page 25: Smart Attribution + Cross Device - #SMXMunich 2017 -

@therustybear

*Data is fictional but don’t let that scare you

Visitor ID Visit Action 2nd

Visit Action3rd

Visit Action4th

Visit Action5th

Visit Action

10001 Newsletter Signup Nothing Conversion

£30 Nothing

10002 Newsletter Signup Nothing Nothing Nothing Nothing

10003 Nothing Nothing Conversion £100 Nothing Nothing

10004 Nothing Nothing Conversion £10

Conversion £10 Nothing

10005 Conversion£60 Nothing Nothing Nothing Conversion

£10

Consumer Conversion Rate

SMX Munich – Russell McAthy -@therustybear

Page 26: Smart Attribution + Cross Device - #SMXMunich 2017 -

@therustybear

*Data is fictional but don’t let that scare you

Visitor ID Visit Action 2nd

Visit Action3rd

Visit Action4th

Visit Action5th

Visit Action

10001 Newsletter Signup Nothing Conversion

£30 Nothing

10002 Newsletter Signup Nothing Nothing Nothing Nothing

10003 Nothing Nothing Conversion £100 Nothing Nothing

10004 Nothing Nothing Conversion £10

Conversion £10 Nothing

10005 Conversion£60 Nothing Nothing Nothing Conversion

£10

Consumer Conversion RateOf all the unique consumers that visited the website

how many converted.

(Conversions / Unique Visitors)

SMX Munich – Russell McAthy -@therustybear

Page 27: Smart Attribution + Cross Device - #SMXMunich 2017 -

@therustybear

*Data is fictional but don’t let that scare you

Visitor ID Visit Action 2nd

Visit Action3rd

Visit Action4th

Visit Action5th

Visit Action

10001 Newsletter Signup Nothing Conversion

£30 Nothing

10002 Newsletter Signup Nothing Nothing Nothing Nothing

10003 Nothing Nothing Conversion £100 Nothing Nothing

10004 Nothing Nothing Conversion £10

Conversion £10 Nothing

10005 Conversion£60 Nothing Nothing Nothing Conversion

£10

Return on Investment (ROI) has a new calculation

SMX Munich – Russell McAthy -@therustybear

Page 28: Smart Attribution + Cross Device - #SMXMunich 2017 -

@therustybear

*Data is fictional but don’t let that scare you

Visitor ID Visit Action 2nd

Visit Action3rd

Visit Action4th

Visit Action5th

Visit Action

10001 Newsletter Signup Nothing Conversion

£30 Nothing

10002 Newsletter Signup Nothing Nothing Nothing Nothing

10003 Nothing Nothing Conversion £100 Nothing Nothing

10004 Nothing Nothing Conversion £10

Conversion £10 Nothing

10005 Conversion£60 Nothing Nothing Nothing Conversion

£10

Consumer ROIAll of the costs to acquire a consumer over their lifetime / All of the revenue generated by that

consumer

SMX Munich – Russell McAthy -@therustybear

Page 29: Smart Attribution + Cross Device - #SMXMunich 2017 -

Defining Success

Grow Brand Base Expand Mid Funnel Impact

Existing Prospect NBA

ROI of discount and offers

Future Customer Value CRM Impact NBA

Remarketing Value

Advocacy for NCA

Future Customer Value

New Customer Acquisition Existing Customer Optimisation

SMX Munich – Russell McAthy -@therustybear

Page 30: Smart Attribution + Cross Device - #SMXMunich 2017 -

The lifetime value calculation (LTV) is based on the current marketing mix delivered sales

It uses the total revenue of an average customer, the total cost of the customer and then the potential future value of the customer.

Sum of Cost

Revenue

LTV

SMX Munich – Russell McAthy -@therustybear

Page 31: Smart Attribution + Cross Device - #SMXMunich 2017 -

Sum of Cost

Revenue

LTV

Sum of Cost

Revenue

LTV

Sum of Cost

Revenue

LTV

Sum of Cost

Revenue

LTV

SMX Munich – Russell McAthy -@therustybear

Page 32: Smart Attribution + Cross Device - #SMXMunich 2017 -

Current Costs

Current Revenue Future Revenue

Future Customer ValueFuture Costs

SMX Munich – Russell McAthy -@therustybear

Page 33: Smart Attribution + Cross Device - #SMXMunich 2017 -

A blended CPA is the main limitation on the growth of

digitalSMX Munich – Russell McAthy -@therustybear

Page 34: Smart Attribution + Cross Device - #SMXMunich 2017 -

An audience led approach to marketing targeting is

the ONLY way to drive incremental growth at a successful and accurate

long term ROISMX Munich – Russell McAthy -@therustybear

Page 35: Smart Attribution + Cross Device - #SMXMunich 2017 -

Brand Value

Propensity to Convert

#1

#2

#3

#5

#6

#4

#7

#8

#9

#10

#11

#12

#13

#14

#15

#16

#17

#18

#19

#20

SMX Munich – Russell McAthy -@therustybear

Page 36: Smart Attribution + Cross Device - #SMXMunich 2017 -

Calculating Probability to convert

We need to forecast the likelihood of a conversion happening in a future visit. As different events happen on the website, people navigate and engage which allows an algorithm to calculate the next best action.

SMX Munich – Russell McAthy -@therustybear

Page 37: Smart Attribution + Cross Device - #SMXMunich 2017 -

What does a 3 month buying consideration look

like in data?SMX Munich – Russell McAthy -@therustybear

Page 38: Smart Attribution + Cross Device - #SMXMunich 2017 -

Time to Convert / Value

Page 39: Smart Attribution + Cross Device - #SMXMunich 2017 -

Time to Convert / Value

Page 40: Smart Attribution + Cross Device - #SMXMunich 2017 -

Time to Convert / Value

Sales made in Feb we only have 76% value understanding

Page 41: Smart Attribution + Cross Device - #SMXMunich 2017 -

Time to Convert / Value

Page 42: Smart Attribution + Cross Device - #SMXMunich 2017 -

Time to Convert / Value

Sales made in this period we only have 58% value

understanding

Page 43: Smart Attribution + Cross Device - #SMXMunich 2017 -

Time to Convert / Value

Page 44: Smart Attribution + Cross Device - #SMXMunich 2017 -

Time to Convert / Value

Feb 92%Jan 89%Dec 84%

Page 45: Smart Attribution + Cross Device - #SMXMunich 2017 -

AccountableActionableSuccessful

SMX Munich – Russell McAthy -@therustybear

Page 46: Smart Attribution + Cross Device - #SMXMunich 2017 -

Russell McAthyCEO of CUBED@therustybear

[email protected]

Danke schön