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Social Analytics for Bored Marketers

Social Analytics for Bored Marketers

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Page 1: Social Analytics for Bored Marketers

Social Analytics for Bored Marketers

Page 2: Social Analytics for Bored Marketers

SEND ME QUESTIONS

@portentintfacebook.com/ian.lurie

portent.com/blog

Page 3: Social Analytics for Bored Marketers

analytics baby! Yeahhhh!!!

YOU?

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ME

Page 5: Social Analytics for Bored Marketers

I MAJORED IN HISTORY

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THEN I WENT TO LAW SCHOOLDON’T ASK

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I GOT ISSUES

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BUDGETCOMMON SENSE

(magnified 100x)

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WHAT’S THE ROI ON THAT?

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oy

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THIS INSPIRES ME

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IMPROVEMENT INSPIRES ME

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PROVING VALUE INSPIRES ME

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DO THESE

LEARN VISITOR VALUETAG EVERYTHING

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KNOW YOUR ATTRIBUTIONMEASURE MICRO CONVERSIONS

SO YOU CAN DO THESE LATER

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LEARN VISITOR VALUETAG EVERYTHING

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THE FORMULA

avg. sale x conversion rate x margin = visitor value

e-commerce

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$10 x 1% x 10% = $.01/visitor

THE FORMULAe-commerce

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x visitor-to-lead conversion ratex lead-to-customer conversion ratex margin= visitor value

customer value

THE FORMULAB2B

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$1,000 x 1% x 50% x 10% = $.50/visitor

THE FORMULAB2B

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YOU DON’T HAVE TO KNOW ITyou have to learn itimprove your model over time

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LEARN VISITOR VALUETAG EVERYTHING

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schmoo.com?utm_source=facebook&utm_medium=cpc&utm_campaign=capyforever&utm_keyword=capybara&utm_content=photo1

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UNLESS YOU HAVE A TIME MACHINE

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YOU HAVE TO PLAN AHEAD

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THE HIERARCHYchannelmediumsourcecampaignkeywordcontent

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CHANNELset automatically based on source and medium

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utm_medium

socialreferral

cpcorganic

someone clicks on a social post

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utm_medium

socialreferral

cpcorganic

default

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utm_medium

socialreferral

cpcorganic

cost-per-click stuff

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utm_medium

socialreferral

cpcorganic a whole other talk

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KEEP MEDIUM CONSISTENTso everything rolls up correctly

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utm_medium

cpc CPC

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utm_medium

social SOCIAL

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utm_medium

ppc cpc

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utm_source

facebookgoogletwittermyspace

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utm_source

facebook Facebook

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CAMPAIGN, KEYWORD, CONTENTdo the custom stuff here

utm_campaignutm_term

utm_content

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/?utm_medium=cpc&utm_source=facebook&utm_campaign=pegasus&utm_term=capybara&utm_content=test1

PUTTING IT ALL TOGETHER

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“This click came from a cost per click ad on Facebook, pegasus campaign, targeting the capybara audience, and this was the creative called test1”

/?utm_medium=cpc&utm_source=facebook&utm_campaign=pegasus&utm_term=capybara&utm_content=test1

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http://portent.co/social-detailadd the report to your Google Analytics account

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pegasus

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utm_medium

utm_term utm_keyword

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I MAJORED IN HISTORY

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Page 48: Social Analytics for Bored Marketers
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TEST WITH REAL-TIME REPORT

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TEST WITH REAL-TIME REPORT

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USE A #, NOT A ?to avoid canonicalization problems

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NOW YOU’RE DOING THESE

LEARN VISITOR VALUETAG EVERYTHING

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KNOW YOUR ATTRIBUTIONMEASURE MICRO CONVERSIONS

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LAST-CLICK SOCIAL CONVERSIONS

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social content retarget ppc convert

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triple the ppc budget!!!

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REMAIN CALM

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MULTI-CHANNEL FUNNELS > ASSISTED CONVERSIONS

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MULTI-CHANNEL FUNNELS > ASSISTED CONVERSIONS

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MULTI-CHANNEL FUNNELS > ASSISTED CONVERSIONS

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TEST YOUR MODELS

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c’mere kid. Mwahahahaha.

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ATTRIBUTION MODELSknow them and use them

http://portent.co/gattmodels

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ONLY WORKS IF YOU TAGGED EVERYTHING

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KNOW YOUR ATTRIBUTIONMEASURE MICRO CONVERSIONS

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KAUSHIK.NET/AVINASH

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social content retarget ppc convert

THIS TRIGGERED A BEHAVIORi moved down the funnel

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social content retarget ppc convert

THIS TRIGGERED A BEHAVIORboom. customer.

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social content retarget ppc convert

THIS TRIGGERED A BEHAVIORso this was important. measure it!!!

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import this report: http://portent.co/pi-behavior

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average visitor converts 2.29%

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25s+ are 3x more likely to convert

+25 is a micro conversion!

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SEGMENTSthis is where it gets really cool

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average visitor converts 5.68%

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marketing nerds = 30% more likely

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OTHER MICRO CONVERSIONSe-mail signup

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OTHER MICRO CONVERSIONSre-shares

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OTHER MICRO CONVERSIONScomments

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OTHER MICRO CONVERSIONSscroll depth

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jquery

.scroll() eventread lunametrics.com/labs/recipes/scroll-tracking/

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IF YOU TAGGED

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IF YOU DIDN’Twhere’s my @#!@

screwdriver?!!!

TAG EVERYTHING

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IF YOU AREN’T LEARNING CUSTOMER VALUE

shame on you

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THEN YOU ARE

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GREAT, BUTwhat are these micro conversions worth??

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TECHNIQUE #1fudge the numbers

SERIOUSLY?

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every time i send an email, i get a 10% conversion

rate

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average sale is $25

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an e-mail sign-up is worth $2.50

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average visitor is worth $2

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3x more likely = $6

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A FAKE CLOSED LOOPBEHAVIOR

SOCIAL MEDIA

FUNNELSITE GOAL

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wtf kind of math is that you damn touchy-

feelie social media people

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i am ashamed

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I MAJORED IN HISTORY

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BUT I’M PRETTY SURE $6 > $2correct me if i’m wrong

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TECHNIQUE #2close the loop

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A TRUE CLOSED LOOP

COOKIE SENT TO…

COOKIE PASSED BACK TO…

FUNNELSOCIAL MEDIA GOAL

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TRACK VISIT VALUE• at the individual level

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TRACK VISIT VALUE• at the individual level

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garbage in…TAG IT, OR…

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wtf do you know how much work that

will be

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BUT FLYING

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THE INEVITABLE QUESTIONcorrelation vs. causation

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OK, FAIR ENOUGHit’s one heck of a hint, though

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IF OUR SOCIAL CAMPAIGN ATTRACTS VISITS THAT ARE

3X MORE LIKELY TO CONVERTit’s got value. a lot of value.

we should do more of it

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HOLD-OUT TESTINGthe test no one wants you to do

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TURN OFF THE SOURCEsee what happens

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FACEBOOK ANALYTICS

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MACHINE LEARNING

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DASHBOARDS

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CLOSED LOOP

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THE MAGIC, RAINBOW-FILLED FINISH

POOT

THE MAGIC, RAINBOW-FILLED FINISH

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THIS CAN BEREALLY FRUSTRATING

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NOT RECOMMENDED

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AVOID NEEDING THIS

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LEARN VISITOR VALUETAG EVERYTHING

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KNOW YOUR ATTRIBUTIONMEASURE MICRO CONVERSIONS

SO YOU CAN DO THESE LATER

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GET EXCITED ABOUT IMPROVEMENT

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GET EXCITED ABOUT PROVING VALUE

i am pumped

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COMMENCE HECKLINGor throw money. small bills preferred.

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