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Content MarketingAnalytics
How to make your data work
harder for your business
…on a budget
@dSmulevich
I can’t think of any other
industry where its top
professionals have repeated
the same thing…
OVERAND OVER...
Content marketing analytics: how to make your data work harder for your business
And pretty much everyone out
there listened to them
FLUFF
Content marketing analytics: how to make your data work harder for your business
FAILURE
Choose the right KPIs
AKPI is a metric used to
determine how well you are
performing against your
business objectives.
Business
Objective
Goal KPI KPITarget
Segmented
KPI
Number of
new leads per
month
Effective
Marketing
Build a
customer
database
200 per month Number of
new leads per
month
by channel
New leads from
Affiliate programs
BOUNCE RATE
BOUNCE RATE
TIME ON SITE
TIME ON SITE
KPIs
KPIs
KPIs
Flags
And they are also misleading:
they think in terms of
interactive engagement hits,
do you?
External
KPIs Board
Anything that you can correlate with revenues, conversions, cost (£)
PIs Marketers
Metrics that help you get to your KPI targets (Content performance)
Internal
Flags Marketers + Website managers
To spot issues early (Adjusted bounce rate, site speed)
The goal of our work is to
understand the triggers behind
new and existing customers
content consumption and
buying behaviour…
…so we can plot the best
course of action to drive
demonstrable improvements in
revenue
How do we get to
that?
Step up your analytics game
Three distinct phases
1. Data audit
2. Framework development
3. Ongoing reporting and
analysis
Three distinct phases
1. Data audit
2. Framework development
3. Ongoing reporting and
analysis
Understanding what structures
you/the client has in place, and
how the business is using the
data at its disposal, so that we
can devise a data collection and
reporting strategy that supports
our content marketing efforts.
1. Sources attribution
1. Sources attribution
We must attribute prospects to their
acquisition source or channel. We can’t work
out where our best prospects are if we don’t
know the source (PPC, list purchase).
Content marketing analytics: how to make your data work harder for your business
1. Sources attribution
2. Sales funnel definition
2. Sales funnel definition
We need to define the sales funnel stages by
establishing the demographic and
behavioural measures as prospects move
down the funnel.
Content marketing analytics: how to make your data work harder for your business
1. Sources attribution
2. Sales funnel definition
3. Data integration/data warehousing
3. Data integration/data warehousing
A data warehouse is just a big database that
pulls data from lots of different sources.
When this data is put together, you can do an
all-round user analysis, e.g. looking at online
behaviour and offline conversion. Or tie long-
term purchase history to online behaviour.
Content marketing analytics: how to make your data work harder for your business
1. Sources attribution
2. Sales funnel definition
3. Data integration/data warehousing
4. Conversion attribution
4. Conversion attribution
We should AT LEAST create an attribution
model to determine credit for content and
sales conversions. It’s a mistake to attribute
conversion to a single action: the reality is
usually a complex mix of sales path
interactions.
The attribution model should be applied to
evaluate content promotion campaigns.
SEO
PPC EMAIL DIRECT
1
2
3
7
4
10
8
9
5
10+
6
CONVERSION PATH LENGTH
SEO
PPC EMAIL DIRECT
1
2
3
7
4
10
8
9
5
10+
6
CONVERSION PATH LENGTH
SEO PPC EMAIL DIRECT
SEO PPC EMAIL DIRECT
SEO PPC EMAIL DIRECT
SEO PPC EMAIL DIRECT
SEO PPC EMAIL DIRECT
1. Sources attribution
2. Sales funnel definition
3. Data integration/data warehousing
4. Conversion attribution
5. Conversion optimisation
5. Conversion optimisation
If we know where opportunities fall out, we
can take positive actions: messaging, copy,
calls-to-action, value propositions, design,
and even entire campaigns can be optimized
to overcome any issues.
Don’t forget to test
your assumptions
A/B
AA/BB
1. Sources attribution
2. Sales funnel definition
3. Data integration/data warehousing
4. Conversion attribution
5. Conversion optimisation
6. Prospects segmentation
6. Prospects segmentation
You should segment your prospects, so that
you can boost conversion rates with better
content and increase sales interest with
stronger problem focus.
Content marketing analytics: how to make your data work harder for your business
1. Sources attribution
2. Sales funnel definition
3. Data integration/data warehousing
4. Conversion attribution
5. Conversion optimisation
6. Prospects segmentation
7. Post-purchase funnel
7. Post-purchase funnel
Can we separate online communications
strategies, campaigns and messages for
repeat sales to the existing customer base?
Thanksto thegenial @martooziefor this!
1. Sources attribution
2. Sales funnel definition
3. Data integration/data warehousing
4. Conversion attribution
5. Conversion optimisation
6. Prospects segmentation
7. Post-purchase funnel
8. Reporting
8. Reporting
The right level of reporting should enable
different stakeholders (marketers,
salespeople etc.) to receive only the
information they need, in a way that’s as
simple and clear as possible, to take
informed decisions.
Three distinct phases
1. Data audit
2. Framework development
3. Ongoing reporting and
analysis
Framework development
=
Data collection strategy
Start from the business
requirements, talk to the
stakeholders involved and then
visualise the
dimensions/metrics that you
aim to get
Content marketing analytics: how to make your data work harder for your business
Now you’re ready to
spec it out!
1. Planforthemid-longterm
2. Don’tovercomplicatethings
3. Thinkofconstraints:
• Budget
• Technology
• Resources
Content marketing analytics: how to make your data work harder for your business
Content marketing analytics: how to make your data work harder for your business
Three distinct phases
1. Data audit
2. Framework development
3. Ongoing reporting and
analysis
AND NOW
WHAT?
AAAAA
Always
Add
Analysis
And
Action
Content marketing analytics: how to make your data work harder for your business
In-depth analysis should be
carried out on a regular basis:
results should be brought into
quarterly meetings with the
relevant stakeholders, upon
internal sharing first with the
(agency) team.
Take data out of silos
Content marketing analytics: how to make your data work harder for your business
Outcome:
integrated, personalised, dynamic
dashboards and reports, on which
we can easily add our analysis
Outcome:
integrated, personalised, dynamic
dashboards and reports, on which
we can easily add our analysis
Outcome:
integrated, personalised, dynamic
dashboards and reports, on which
we can easily add our analysis
Outcome:
integrated, personalised, dynamic
dashboards and reports, on which
we can easily add our analysis
Become best friends with these
bad boys…
APIs Webhooks
Become best friends with these
bad boys…
APIs Webhooks
Content marketing analytics: how to make your data work harder for your business
Your bible: GAreference guide
http://bit.ly/P8msWU
Your playground: the query
explorer
http://bit.ly/XeNbVy
Three ways to extract data using
theAPI:
Add-ons (Supermetrics rocks!)
Custom functions
Programmatically (build a PHP app)
Easy
Hard
Content marketing analytics: how to make your data work harder for your business
You can also use the
management API to import
data into GA!
[features still rolling out]
http://bit.ly/1nTIkEl
Become best friends with these
bad boys…
APIs Webhooks
Content marketing analytics: how to make your data work harder for your business
Webhooks let you send data to
GoogleAnalytics when something
special in another platform
happens, e.g. you won that
contract with the client!
GAMeasurementProtocolhttp://bit.ly/N3z7sa
WAIT, WAIT, WAIT….
How do I link GAusers
with CRM entries?
• ExtractclientidfromGAcookie
• UseyourCRMAPItopushthedatathrough
alongwiththeCRMid
• Callwebhooksasusersperformsetactions
Now all your data is integrated,
you can visualise data the way
you/your client/your board needs!
Use free visualisationsAPIs:
• GoogleAnalytics EmbedAPI
• Google Charts
Content marketing analytics: how to make your data work harder for your business
Alittle reminder
Collection Reporting Analysis
OUR BIG CHALLENGE
MEDIUM
HIGH
LOW
Collection Reporting Analysis
OUR BIG CHALLENGE
MEDIUM
HIGH
LOW
Collection Reporting Analysis
OUR BIG CHALLENGE
MEDIUM
HIGH
LOW
Collection Reporting Analysis
WHAT OUR CLIENTS WILL EXPECT
MEDIUM
HIGH
LOW
Collection Reporting Analysis
MANAGING EXPECTATIONS
MEDIUM
HIGH
LOW
Collection Reporting Analysis
MANAGING EXPECTATIONS
MEDIUM
HIGH
LOW
THE CIRCLE OF LIFE
ACTIONABLEADVICE
IMPROVE
IMPROVE
Thank you.
sli.do/SearchLondon
@dSmulevich
@dSmulevich

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Content marketing analytics: how to make your data work harder for your business

Editor's Notes

  • #4: And when I mean everyone, I really mean everyone
  • #10: So choose your model carefully: 5 steps
  • #11: Bullet graphs
  • #16: Key Performance Indicators
  • #17: Soft indicators
  • #18: Soft indicators
  • #36: Cit. Cutroni (http://cutroni.com/blog/2011/05/05/merging-google-analytics-with-your-data-warehouse/)
  • #37: Cit. Cutroni (http://cutroni.com/blog/2011/05/05/merging-google-analytics-with-your-data-warehouse/)
  • #40: Chances are you aren’t!
  • #41: Chances are you aren’t!
  • #49: Data don’t lie, but often hide the truth…
  • #50: With split testing, for instance
  • #51: Even tests lie… split testing with control variants FREE? Google Content Experiments
  • #57: Love this by @martoozie
  • #63: Visualise the metrics on an Excel file
  • #65: Example #1
  • #66: Example #2
  • #68: The most dreaded question
  • #80: Example #2
  • #102: Soft indicators
  • #103: Soft indicators
  • #104: Thank you.