9 Google Analytics Best Practices … · Google Analytics Best Practices . 9 is relative – there...

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9 Google Analytics Best Practices

Transcript of 9 Google Analytics Best Practices … · Google Analytics Best Practices . 9 is relative – there...

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9 Google

Analytics Best Practices

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9 is relative – there may be

more

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Implementing GA

What to do, and NOT do…

learned the hard way!

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Plain Vanilla… It’s Not for You

Image source: http://atencentgemjar.wordpress.com/ © 2012, Analytics Pros, Inc.

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The GA Tag Comes in Many Flavors

Image source: http://valuestream2009.wordpress.com/ © 2012, Analytics Pros, Inc.

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The Settings that Matter

• There are over 55 documented settings for the tag

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The Settings that Matter

• There are over 55 documented settings for the tag

• Top settings to consider:

– Cookie Domain setDomainName

– Campaign Anchors setAllowAnchor

– X-domain Linking setAllowLinker

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This is Bad…

• If your website is www.zenithvineyard.com

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Data Quality Checking Tools

• Audit your site data for quality – Internal referrals?

– Suspicious “direct” landing deep within your site?

– Odd exit pages with high rates?

• Use tools: – www.AnalyticsHealthCheck.com

– www.analyticscheckup.com

– www.observepoint.com

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Caleb’s Implementation Tips

• Plan your business requirements

• Implement the GA tag correctly for your website(s) – Consider domain names (sub-domains, 3rd party

domains)

– Place the tag on all pages

– Use the setAllowAnchor feature

• You may want to take a course, read a book, or hire an expert to assist – don’t skip on this!

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Related Resources

• Books – Performance Marketing with Google Analytics

(Whitmore, Tonkin, Cutroni): http://goo.gl/nKwPI – Advanced Web Metrics (Clifton): http://goo.gl/8f9ui – Google Analytics (Cutroni): http://goo.gl/yXq6j – Web Analytics 2.0 (Kaushik): http://goo.gl/94Bhu

• Training – Online GA Conversion University: http://goo.gl/gBVYg – Google Seminars for Success: http://goo.gl/Cx87U – GAUGE Google Analytics User Conference (next one is

in NYC Oct 17 - 18): http://goo.gl/nqDQI

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Real World Example

When Google Analytics just doesn’t work

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What you Want • Unified view across your website(s)

Google AdWords Click Landing Page Conversion

• Tie conversions back to clicks

• See the whole picture of user interaction across your website(s)

• Optimize your marketing, content, and conversions

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The Typical Process

• Signup for Google Analytics

• Copy/Paste the tag into your pages

• Go look at a report…

• Ahh!!! Where did it break?

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Here’s How it Breaks Down

• AdWords Auto-Tagging

• Tagging must make it to landing page

• GA Tag must work for site

• GA tag must work for all parts of the site

• GA tag must be on the landing page, conversion page, and all pages in between

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AdWords Auto-Tagging

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AdWords Auto-Tagging

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GA Tags Must Work

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GA Tag Must Be Everywhere

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Consistent for All Domains

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Page is in “info” sub-domain Link goes to “www” domain GA tag isn’t correct for sub-domain, no “setDomainName”

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The Result…

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GA cookie says “source” is now “info.steelwedge.com”, no longer Google -> AdWords

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Integrating External Data

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Data Silos Suck

• Source: http://seandowling68.wordpress.com/2011/04/17/online-courses-opening-up-the-learning-islands/

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3 Types of External Data

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Externally feed data into Google Analytics

• Example:

– AdCenter Cost Data Imports in GA

• New Feature

– 3rd party data import providers

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Export Data out of GA to a 3rd Party Tool

• Example:

– Data exported with a unique session key

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Export Data out of GA to a 3rd Party Tool

• Example: – Data exported with a unique session

key

• Reality: – Challenging to do

– Must pro-actively implement for it

– TOS & Scale Issues

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Push External Data into Google Analytics

• Example: – Data from your CRM surfaced when user is

signed in

• Reality:

– Still challenging – requires more implementation

– TOS issues can come up if data isn’t anonymous

– Scale can be an issue if data is granular

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How It Works

Integrating External Data

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Determine Your Data Model

Business Goals

Supporting Questions

Data to Answer Questions

Required Implementation to

get the Data

Report Configuration &

Access

Data Analysis & Answers

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Define your Data Source(s)

• Where will the data come from?

• How will it be structured?

• Will it need transformation or require interpretation?

• How will you use it once it is in GA?

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Making the Push

Making External Data Internal

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Data Types in GA

Pageviews Events Commerce

Social Actions

Custom Variables

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Rules for Data: Pageviews

• Used for tracking page loads or at-par interactions

• Can be customized to record a custom “url” or “page” vs. the default

• Factored into entrance page, path, flow, and exit page reports

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Rules for Data: Events

• Used for “everything between the pageview”

• Support 3-dimensional data model – Category (object)

– Action

– Label

– Value (integer)

• Two types: Interaction vs. Non-interaction

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Rules for Data: Commerce

• For recording transactional and product purchase information

• Use only when money changes hands

• Record what changes hands and for what reasons

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Rules for Data: Social Actions

• For measuring social interactions

– Like/Tweet/Share clicks

– Clicks out to follow

– Clicks to social sites

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Rules for Data: Custom Variables

• Multi-level data model

– Page or “hit”

– Session

– Visitor

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Custom Variables Data Model

Visitor #1

Session 1 Session 2

Pageview B

Pageview D

Pageview A

Pageview C

Pageview A

Pageview C

Pageview B

Visitor

Visit (session)

Page

40

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When to use Custom Variables

• To record “meta” data – Data about the…

• To differentiate states in a session – Logged-in vs not logged-in – Shopping cart progress – Other progression measures

• To define and classify visitors – Multi-campaign attribution models – Visitor classification for demographics or other information

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Example Custom Variables

• Visitor-level variables

Slot Name Value Scope

1 UserID 12345 Visitor

2 SessionID Abc456 Session

3 LoginState Logged-in Session

4 CustomerType Member Visitor

5 TestVersion HomepageB Session

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Examples

Integrating External Data

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Event Tracking Data

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Event Tracking Data

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Event Tracking Data

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Goals

Without a goal, what’s the point?

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Goal Process Example

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A “typical” Goal

Typical GA Goal

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Goals in GA • What is a “goal” in Google Analytics?

– Pre-calculated metric

– Can be any page or set of pages, event, or threshold of time spent of pages viewed

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Goal Essentials

Is there a better way to do goals?

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Goal Essentials

Goals with a Framework

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Goal Examples: Simple Framework

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Goal Examples: Simple Framework

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Goal Examples: Simple Framework

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Goal Essentials

• Benefits of a Goal Framework include

– You’re no longer blind to what happens before the “conversion”

– See “funnel” view for Traffic Source reports

– Use the “score” to weight total visit engagement across all goals

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Goal Essentials

• Caleb’s Goal Framework for Success:

– Set LOTS of goals – if it matters, make it a goal

– Some goals are “engagement” focused, others are “transactional” in nature

– Use the “score” feature within Google Analytics to “Weight” each goal

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Goal Framework Worksheet

Download from: http://goo.gl/Ivcxm © 2012, Analytics Pros, Inc.

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Related Resources on Goals

• Caleb’s goal planning worksheet: http://goo.gl/Ivcxm

• Great blog post by Avinash Kaushik: http://goo.gl/gpLD4

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Goal Flows

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Goal Flows Example

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Goal Flow Tips

• Flow reports are instant

• Flow reports are retro- active in time

• Use Goal Flow to “group” pages and see flow between them

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Campaign Tagging

Traffic Source Identification

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Traffic Source Segmentation

• Screenshot showing traffic source data mediums report with +/- view

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Segment Traffic Sources Against…

• Goals

• Transactions

• Landing pages

• Campaigns by Geography

• Everything!

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Just to be clear…

• Google Analytics can track any kind of marketing – not just Google AdWords

– Email marketing

– Microsoft AdCenter paid search

– Display ads run anywhere

– Social Media traffic

– Even offline campaigns

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Tracking Your Marketing

• What to know: – Email will show up as “direct” unless it is specifically

tagged

– Banners & links will show up as “referring” not “banner”

– Offline campaigns can be tracked using vanity URL’s and tracking codes

– Paid search must be tagged, otherwise it gets mixed in with organic search

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GA’s Oder of Operations

1. Check of Campaign Tags (utm_etc…)

2. Look for Referrer – Search Engine =

organic/search engine/keyword

– Referring Site = referring domain / page

3. Lump into “direct/none”

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So How Do You Do It: Campaign Links

• YOU control the link.

• You tack some labels onto the end of the link.

• When a visitor clicks the link and arrives at your site, Google Analytics records those labels.

• There’s nothing to set up or configure in Google Analytics, you just make the link.

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Campaign Links: How They Work

• In web addresses, the parts after a question park are called “query parameters”. Sometimes your webserver does something special with them.

www.example.com/page?id=1234 • If your webserver doesn’t recognize the query

parameter, it ignores it. These addresses both go to the same page:

www.example.com/page www.example.com/page?myname=johnsmith

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Campaign Links: How They Work

• So even better than making up labels, we can use some labels that Google Analytics recognizes:

www.example.com/page?utm_medium=email &utm_source=newsletter

&utm_campaign=spring-2010

• These represent the medium, source, and campaign.

• You don’t have to build these URLs by hand.

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Campaign Examples Campaign Medium Source

spring-2011 email newsletter

spring-2011 email special-offer

spring-2011 banner example.com

careers banner example.com

careers partner affilitatesite.com

careers cpc yahoo.com

• List a few campaign – source – medium combinations for your marketing campaigns.

ACTIVITY

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URL Builder

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URL Builder

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A Better URL Builder

• Excel-based

• Automate the process

• Ensure consistency

Get it here: http://goo.gl/qpzDF

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AdWords Integration

• Google Analytics and AdWords

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Multi-Channel Funnel Reports

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Multi-Channel Funnels

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Multi-Channel Best Practices

• This is a “big picture” tool – don’t get lost in the weeds

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Multi-Channel Best Practices

• This is a “big picture” tool – don’t get lost in the weeds

• Look beyond the last source with assists and first

• Avoid the “path” tool - look at the assist-to-last ratio

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Awareness

Direct

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Attribution Modeling

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Attribution Modeling

• Create multi-touch, multi-channel attribution models to test value changes

• Example:

– Discount last “direct” visit

– What changes in value attribution across marketing channels?

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Attribution Modeling

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Segmentation

Going beneath the surface of your data

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GA is one BIG relational Database

• Over 85 dimensions and 230 metrics in GA

• That’s 19,550 1x1 combinations

• But… you can segment by up to 7 dimensions and 10 metrics at a time

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6 Ways to Segment in GA

1. Standard report drilldowns

2. Report secondary & pivot dimensions

3. Custom Reports & Dashboards

4. Advanced Segments

5. 3rd party tools

6. Data Export API tools

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6 Ways to Segment in GA

1. Standard report drilldowns

2. Report secondary & pivot dimensions

3. Custom Reports & Dashboards

4. Advanced Segments

5. 3rd party tools

6. Data Export API tools

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Standard Report, No Drilldown

What’s the cause?

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Standard Report w/Drilldown

Organic & Referral Spiked

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Secondary Dimension Segmentation

Shows Visits, Bounce Rates for each Keyword – but how do landing pages impact this?

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Secondary Dimension Segmentation

Shows Visits, Bounce Rates for each Keyword – but how do landing pages impact this?

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Pivot Segmentation

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Pivot Segmentation

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Pivot Segmentation

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Pivot Segmentation

Oregon Bounce rate is 32.45%

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Pivot Segmentation

Organic Oregon Bounce rate is 26.22%

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Pivot Segmentation

CPC Oregon Bounce rate is 37.88%

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Pivot Segmentation

Arizona Organic Bounce rate is just 19.33%

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Pivot Segmentation

Arizona Organic Bounce rate is just 19.33%

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Geography

Segmented Geographic Analysis

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Geography

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Geography

Default graphic weighted by Visits

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Geography

Change color weighting to use another metric

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Geo Segment Example

• Question:

– What regions have higher conversion propensity outside the home region for Paid Search efforts?

• Report:

– Geo map report with Per Visit Goal Value in focus

– Comparison view of Per Visit Goal Value metric

– Advanced Segment for Paid Search traffic applied

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Geo Segment Example

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Geo Segment Example

Adv. Seg applied

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Geo Segment Example

Adv. Seg applied

Oregon Excluded

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Geo Segment Example

Adv. Seg applied

Oregon Excluded

Map focus set to Per Visit Value

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Geo Segment Example

Adv. Seg applied

Oregon Excluded

Map focus set to Per Visit Value

View set to Comparison

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Geo Segment Example

Adv. Seg applied

Oregon Excluded

Map focus set to Per Visit Value

View set to Comparison

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Additional Geo Segmentation Tips

• Get creative with geo segments:

– Segment by latitude/longitude using Data Export API, i.e. Conversion rate for coat purchases above the 45th parallel

– Segment by sales territory

– Count of Visits (segment: )

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Technology Analysis

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Internet Explorer Analysis

• Bounce Rates for IE versions vary wildly

• IE 9.0 users really have a hard time

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Other Technology Analysis

• Analyze goal and experience factors

– Conversion rates

– Time on Site

– Pages/Visit

• Analyze other technical factors:

– Screen Resolution

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Screen Sizes Report

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Screen Resolution Example

Example report using Next Analytics for Excel plug-in: http://goo.gl/fAkTm

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Entrance Point Analysis Where’s the Front Door?

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Entrance Point Analysis

• Your website’s “front door” is probably NOT the main point of entrance

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Where Do People Enter?

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Where Do People Enter? Just 18% enter on the homepage!

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Where Do People Enter?

That’s a lot of “other” doors!

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Entrance Point Questions to Ask

• How porous is your site?

– Most traffic comes/goes from non-portal pages?

– Portal pages make up the majority entrance/exit points?

• What is the impact on key metrics?

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Entrance Point Impact on Key Metrics

• Custom Report showing landing page key metrics

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Real-Time Analytics

Where’s the Front Door?

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Real-Time Reports

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Real-time Analytics

Very Cool

• Near-instant (1 – 2 seconds)

• Direct and instant connection to your customers

• Google Earth spinning globe!

• Constantly changing numbers & visuals

• See geographies now

• Looks awesome on a wall!

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Real-time Analytics

Very Cool

• Near-instant (1 – 2 seconds)

• Direct and instant connection to your customers

• Google Earth spinning globe!

• Constantly changing numbers & visuals

• See geographies now

• Looks awesome on a wall!

Very Useful

• Is the website online?

• Is Google Analytics even working?

• Did that campaign launch?

• What’s trending?

• Did anyone see the TV Ad?

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What can Real-Time do?

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Remarketing Lists

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Remarketing Lists with GA Data

• MUST use this feature!!

• Enables creation of AdWords remarketing lists based on Google Analytics data

• Details at http://www.google.com/analytics/features/remarketing.html

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Remarketing Lists in GA

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Remarketing Lists: Secret

• Visitor-level segmentation tool

– How many users upgraded to iOS 6.0.1 from 6.0 in the last 30 days?

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Remarketing Lists in GA

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Mobile App Analytics

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GA for Mobile

• You NEED to be measuring your apps

– User Experience

– Marketing performance

– Engagement & value

• GA Mobile App reporting:

– Familiar interface, tuned for mobile app data

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Data Sampling

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Un-sampled Data is AWESOME!

• Download all your data without sampling

• Get a clear (accurate) picture of metrics

• Export large datasets for data warehouse integration

http://www.analyticspros.com/blog/google-analytics/sampled-vs-unsampled-data/

© 2012, Caleb Whitmore & Analytics Pros, Inc.

Note: Unsampled Data is only available in GA Premium Edition

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Dealing with Sampling

• Consider GA Premium as part of your toolbox

• Avoiding Sampling: – Sampling defaults at 250k visits, mandatory after

500k

– Reduce your date range to under 500k total visits

– Run reports that don’t require sampling • “Standard” reports are not sampled unless you apply:

Custom Reports, Advanced Segments, Secondary Dimensions require sampling

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Dashboards

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Dashboard Best Practices • Don’t duplicate – create

something new

• Combine Metrics that aren’t in standard reports

• Design your report around the question not the data

• Structure report names

• Use version numbers in reports – “My Awesome Report v1.0” © 2012, Analytics Pros, Inc.

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Custom Reports

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Custom Reports Best Practices • Don’t duplicate – create

something new

• Combine Metrics that aren’t in standard reports

• Design your report around the question not the data

• Structure report names

• Use version numbers in reports – “My Awesome Report v1.0” © 2012, Analytics Pros, Inc.

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Admin

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Admin Best Practices

• Redundancy – At least 2 admin’s – An independent @Gmail

address “[email protected]

• Governance

– Limit admin users – Keep a log of changes in a

Google Spreadsheet

• Structure – Use profiles to sculpt data for

users

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Multi-Tasking in the UI

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One tab

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Duplicate it

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Two tabs!

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Google Tag Manager

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Google Tag Manager

• Marketing tag management platform

• Increases marketing agility – Launch new tags in

minutes

• Full QA/Testing built-in

• Google scale & reliability

• http://www.google.com/tagmanager

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Google Tag Manager

• Plan, plan, plan!

• Inventory your tags before implementing

• Stage your migration

– Turn on tags in GTM as you remove them from in-page coding

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Thanks Questions?

© 2012, Caleb Whitmore & Analytics Pros, Inc.

Caleb Whitmore @analyticspros