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(DIGITAL EXPERIENCE OPTIMISATION)
Clearly defined
measurement
strategy informs
regular tracking of
Key Performance
Indicators to spot
trends over time
and key drivers of
success
Automated access
to bespoke data for
each stakeholder,
providing a
consistent single
point of truth
which is curated
and quality
controlled
Interrogating
behaviour on a
purely reactive
basis, responding
to observed
movements in KPIs
in order to
understand
granular drivers
Exploring nuances
in quantitative
data to understand
the complexities of
user behaviour for
specific segments,
supplementing
with rich
qualitative data
sources
Making decisions
based on the
insight we derive
from the data we
collect, providing
recommendations
on how we
optimise our
campaigns and
channels
Because we saw (data) we expect that (change) will cause (impact)
How many users will be impacted? What uplift can we expect? How big is the opportunity?
What effort is involved? What impact is expected? Quadranting on these axes
How did each variant perform against the KPI? Were there any other implications?
What action should we take? Do we make a change, stay the same or evolve the test?
Basic pageviews,
session duration,
return behaviour,
device & browser,
landing pages and
exit pages,
transition from one
page to the next
Traffic source
information e.g.
channel grouping
and campaign
tracking, basic click
interactions e.g.
navigation clicks,
basic goals and
funnels
Thorough click
interaction
tracking, element
visibility, custom
data layer pushes
e.g. log in success
and failure, custom
dimensions and
metrics
Product
impressions and
clicks, basket adds,
revenue, customer
satisfaction and
ease, journey
completion,
custom funnels
and goals
Heat mapping,
session recording,
form analytics,
integrations, voice
of the customer,
enhanced
eCommerce,
attribution
modelling
Drive traffic into
the journey via a
range of
channels
Encourage users
to engage with
relevant content
Encourage users
to display
purchase intent
Optimise the
value of
conversions
Optimise
journey
completion for
sign-up
Data Led Decision Making (Molly Evans, Plusnet)

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Data Led Decision Making (Molly Evans, Plusnet)

  • 2.
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  • 8. Clearly defined measurement strategy informs regular tracking of Key Performance Indicators to spot trends over time and key drivers of success Automated access to bespoke data for each stakeholder, providing a consistent single point of truth which is curated and quality controlled Interrogating behaviour on a purely reactive basis, responding to observed movements in KPIs in order to understand granular drivers Exploring nuances in quantitative data to understand the complexities of user behaviour for specific segments, supplementing with rich qualitative data sources Making decisions based on the insight we derive from the data we collect, providing recommendations on how we optimise our campaigns and channels
  • 9. Because we saw (data) we expect that (change) will cause (impact) How many users will be impacted? What uplift can we expect? How big is the opportunity? What effort is involved? What impact is expected? Quadranting on these axes How did each variant perform against the KPI? Were there any other implications? What action should we take? Do we make a change, stay the same or evolve the test?
  • 10. Basic pageviews, session duration, return behaviour, device & browser, landing pages and exit pages, transition from one page to the next Traffic source information e.g. channel grouping and campaign tracking, basic click interactions e.g. navigation clicks, basic goals and funnels Thorough click interaction tracking, element visibility, custom data layer pushes e.g. log in success and failure, custom dimensions and metrics Product impressions and clicks, basket adds, revenue, customer satisfaction and ease, journey completion, custom funnels and goals Heat mapping, session recording, form analytics, integrations, voice of the customer, enhanced eCommerce, attribution modelling
  • 11.
  • 12. Drive traffic into the journey via a range of channels Encourage users to engage with relevant content Encourage users to display purchase intent Optimise the value of conversions Optimise journey completion for sign-up