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PPC Principles of
Investigation:
la checklist vincente per
analizzare un account
#WMF2020 | Gianluca Binelli | @ktzstyle
Who am I?
Former advisor for Google’s
own equity fund Capital G.
Say hello…
Gianluca
Voted 2nd Most Influential
PPC Person in 2019.
Binelli
Ex-Googler
Who is Booster
Box?
We are the best* scientific
performance marketing agency...
* we are the best according to our mums and now that we’ve won an award as the Best small PPC agency in Europe, it’s official: mums are always right.
...a complex way to say that we
love numbers and the scientific
method
...a growing team of developers,
data scientists and PPC experts
...building
PPC Principles of
Investigation
What is an investigation?
The process of answering to
the question “Why”
When are we investigating?
The approach: split the metric
you want to analyze into the
variables that explain it
In other words...
PROBLEM
RCA
● Root cause analysis (RCA)
● The root cause analysis process tries to find the source of
an issue, as opposed to simply addressing the symptoms.
Step #0: Trigger
0
Step #0: Trigger
● This is the part when you realize you have a problem
● It can be triggered by a customer email
● Or even better by one of your automation alerts
Step #0: Trigger
Step #1: Problem definition
1
Step #1: Problem definition
● This is the part where you try to describe the problem
● Making sure you are delimiting the characteristics
○ what is the metric impacted
○ what dates
○ are there other metrics?
Step #1: Problem definition
● Something is
wrong, we get less
sales
● Something is
wrong, starting
last Monday we
noticed a sharp
decrease in Sales.
● Something is wrong,
starting last Monday
we noticed a sharp
decrease in Sales.
● Google Ads is the
only channel impacted
● The problem is limited
to the UK
😃
😞 😐
Trick #1: Ask questions
to define the problem
#1. Ask questions to define the problem
Example: reduction in conversions
Is the problem happening also to
other Channels (Free, Paid traffic)?
Is the problem limited to Google
Ads or also other Paid Channels?
Is the problem limited to one
Country / Google Ads account?
Is the problem limited to one
campaign type (eg Search)?
When did the problem start?
Did something happen on the
client side?
Trick #2: Limiting the
scope of the issue
#2. Limiting the scope of the issue
● Visually look at the graph to see if there are variations in
the metrics impacted on a specific date
● Focus on higher spending (or converting campaigns). If
the problem is impacting the entire business chances
are the top campaigns are impacted
Example: the problem is concentrated
on a specific date
Example: the problem starts slowly
#2. Limiting the scope of the issue
● Try to see if the problem is affecting only a portion of the
account:
○ a certain campaign type (eg. Shopping only)
○ a certain geography
○ a certain device
Example: the issue is in Texas
Step #2: Identify the root of the problem
2
Revenue
Revenue = Conversions * Average Order Value
CPA
CPA = Costs/Conversions
ROAS
ROAS = Revenue/Costs
Conversions
Conversions = Clicks * CR
Clicks
Clicks = Impressions * CTR
Costs
Costs = Clicks * CPC
Impressions
Impressions = f (Impression Share, Queries in the market)
CTR
CTR = Clicks / Impressions
CTR = f (avg position)
Connecting all together
Investigation Flow Chart
Step #3: Investigation
3
Approach 1: Before/After analysis
● Video - Customize your tables and charts in Google Ads
Approach 1: Before/After analysis
● Compare dates to see when the performance
decreased:
○ If the problem is concentrated in time (2 weeks
before / after the event)
○ If the problem is not concentrated in time (2 weeks
that are clearly affected by the problem vs 2 weeks
when the problem did not exist)
Data Comparison
Data Comparison
Finding the smoking gun
Check Account
History
Approach 2: Impacted/Not
impacted campaigns
Use filters to
compare
impacted
campaigns
versus not
impacted
If it looks like a and it smells
like a , probably it is
not a stone
Conclusions
Root Cause Analysis Flowchart
Rimm-Kaufman’s (now Merkle)
dossier 3.2 2012
Root Cause Analysis Flowchart
Frameworks for Insights &
Impact - Wijnand Meijer -
HeroConf London 2018
gianluca@boosterboxdigital.com
www.boosterboxdigital.com

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