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Research on
Research
Your Very Own Insights Jukebox!
About Course5
Our Values
Customer Centricity, Innovation, Empowerment
Recognition
Deloitte Technology Fast 50 (4 years) | Red Herring Top 100
Asia/Global and One of the Most Innovative Company (3
years) | Fortune Global Outsourcing 100 Rising Star (3 years) |
Top 10 Analytics and Data Science Providers in India (2017)
by Analytics India Magazine
© Course5 Intelligence
We drive Digital Transformation for
businesses through
We build for organizations the capabilities
and intelligence to make the most effective
strategic and tactical moves related to
customers, markets, and competition
Analytics Insights Artificial
Intelligence
2
Housekeeping Items
3© Course5 Intelligence
Continue the conversation
on Twitter using
#ResearchOnResearchW
B
You can ask questions at
any time using the Q&A
Panel
Recording will be
available on our website
www.course5i.com
Recording Twitter Questions
Today’s Presenters
4© Course5 Intelligence
Poonam Dave
VP - Operations
Anil Damodaran
Product Head
Our Audience
5© Course5 Intelligence
Advertiser/
Brand
Ad
Agency
Research
Agency
6© Course5 Intelligence
Challenges faced by advertisers today…
7© Course5 Intelligence
Higher impact
To produce and execute creatives that have higher impact
• In terms of recall, persuasiveness and overall influence
• On profitability and sales
• Effectively target key market segments with content that resonates
Feeling in control of the Creative Process
• Reducing dependency on agencies
• Being in the control of the data
• Research and testing to inform the creative process
Optimizing creatives in a fragmented environment
• It is becoming increasingly difficult to run a creative across diverse
media options including complex digital ecosystems
• Understating what will work and what will not, is getting extremely
important
Amongst Noise
• 65% of the underperforming campaigns are caused by creative issues
mostly as they are not noticed amongst the clutter
• Unforced exposure enables an accurate way of measuring
breakthrough potential
Enriched understanding of market behavior
• Bring greater understanding to stakeholders about the response to
the creative and impact on the brand
• Identify or go deeper into higher order values, personal values, service
attributes, etc. that contribute to purchase decisions, brand awareness
and market positioning
Do more with less
• Research departments are under tremendous pressure to do more
with less
• Budgets and timelines are constantly being squeezed.
What are some of the questions that keep advertisers constantly
challenged?
8© Course5 Intelligence
• Brand?
• Cues?
• Product use?
How do I
maximize my
creative?
• Medium?
• Video
• Print
• Web banners
• Rich interactive
mediums, etc.
• Length of ad?
• Copy and hooks?
What format do
I use?
• Maintaining
attention?
• Short and simple?
Or Detailed and
rich?
• Creative elements
that need to be
emphasized
based on screen
size?
• Cross device
approach or not?
What strategy do
I use for devices?
• Fragmented
across teams?
• Intranet or
SharePoint portal?
• AI based Asset
Library?
How do I manage
my Creative
Ad assets?
Key Business Questions
9
Smart insights while
designing new
creatives
Increasing predictability
of the success of
Creatives (pre-testing)
Strategic inputs from a
media / channel
planning perspective
© Course5 Intelligence
TV Ad
Consumer Technology, PC Notebook / 30 seconds / Surface, Microsoft
© Course5 Intelligence 10
• Unaided Brand Recall
• Aided Brand Recall
• Message Clarity
• Recognition
• Likeability
• Differentiation
• Relevance
• Credibility
• Imagery Attributes
• Brand Fit
• Interest
• Purchase Intent, etc.
Typical Campaign Analysis
Scorecard
Metrics
‘Dial’ data to
capture interest or
likeability
Open-end quotes
and themes
Data from AI that is run on the creative
© Course5 Intelligence 11
AudioVideo/Image
Stage 1 – Apply the technology
Size Frequency Duration Position Other Element
How do we do it?
Objects
Emotions
Celebrities
Environment etc.
© Course5 Intelligence 12
Stage 2 – Generate Data and Map to Likeability Curve
13© Course5 Intelligence
2
Video frames
LikeabilityCurve
2. Likeability Curve
• Generate interest score on the basis of
consumer/customer response on creative
0
5
10
15
20
25
1
1.5
2
2.5
3
3.5
4
4.5
5
5.5
6
6.5
7
7.5
8
8.5
9
9.5
10
10.5
11
11.5
12
12.5
13
13.5
14
14.5
15
15.5
Laptop Ad Campaign
Figures are for illustrative purposes only
1. Break creative into frames
• Identify & plot variables for each frame
• Establish variable details
1
Stage 3 – Run Analysis of frame and consumer data
14© Course5 Intelligence
Video frames
Calculate the drivers of variables that are
impacting the creative
Sound Background Colour
Emotion – upset,
angry, happy
Demographics – age,
gender, ethnicity
Characters Brand logos Props
Key variables from the creative
Example – For this particular creative using the frames
and data map, it looks like the Laptop form-factor,
the actor’s happy emotion along with the Brand logo
on a Light background are among the prominent
variables.
Likeability
0
5
10
15
20
25
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Laptop Ad Campaign
Figures are for illustrative purposes only
Brand: Microsoft
Facial recognition: Female, Age 15 -31 years, Asian,
Neutral
Location: Studio
Object: Laptop, Table, Window, ladder, Red brick
building
Animals: Dogs
Example – For this particular creative, using the frames
and data map, we can conclude that, for a short ad
version we can potentially use frames from 0.9sec to
0.12sec and later from 0.20 to 0.25sec
Revisiting Key Business Questions
15© Course5 Intelligence
Smart insights while
designing new
creatives
Increasing predictability
of the success of
Creatives (pre-testing)
Strategic inputs from a
media / channel
planning perspective
*Input Creative*
Stage 4 – Comparing Creatives using computer vision
16© Course5 Intelligence
Similarimages
acrossthedatabase
SS: 0.73 SS: 0.64 SS:0.62 SS:0.71
CreativeDatabasewithSimilarity
Score(SS)
0.31
0.290.38
0.40
0.400.36
0.31
0.26
0.41
0.37
0.27 0.35
0.39 0.27
0.28
0.31 1.0
0.60
0.64
0.62
SS: 0.64 SS: 0.60 SS: 0.62
Images similar to the *input creative* Interest Index figures are for illustrative purposes only
Revisiting Key Business Questions
17© Course5 Intelligence
Smart insights while
designing new
creatives
Increasing predictability
of the success of
Creatives (pre-testing)
Strategic inputs from a
media / channel
planning perspective
Summary and Concluding Remarks
18© Course5 Intelligence
An opportunity to present
our expertise and
thoughts in the space of
ad optimization
Deep Mining Development of ‘optimal
creatives’ for diverse user
groups
Webinar Two-fold value proposition
Questions?
Anil Damodaran | Poonam Dave
anil.damodaran@course5i.com
poonam.dave@course5i.com
United States | United Kingdom | India | United Arab Emirates
www.course5i.com
#ResearchOnResearchWB © Course5 Intelligence
© Course5 Intelligence
Meet us at
MRMW, Sweden
Sep 4-6
TMRE, Scottsdale
Oct 16-18
R&R, Germany
Oct 24-25
Thank You

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Webinar: ‘Research’ on Research – Your Very Own Insights Jukebox!

  • 1. Research on Research Your Very Own Insights Jukebox!
  • 2. About Course5 Our Values Customer Centricity, Innovation, Empowerment Recognition Deloitte Technology Fast 50 (4 years) | Red Herring Top 100 Asia/Global and One of the Most Innovative Company (3 years) | Fortune Global Outsourcing 100 Rising Star (3 years) | Top 10 Analytics and Data Science Providers in India (2017) by Analytics India Magazine © Course5 Intelligence We drive Digital Transformation for businesses through We build for organizations the capabilities and intelligence to make the most effective strategic and tactical moves related to customers, markets, and competition Analytics Insights Artificial Intelligence 2
  • 3. Housekeeping Items 3© Course5 Intelligence Continue the conversation on Twitter using #ResearchOnResearchW B You can ask questions at any time using the Q&A Panel Recording will be available on our website www.course5i.com Recording Twitter Questions
  • 4. Today’s Presenters 4© Course5 Intelligence Poonam Dave VP - Operations Anil Damodaran Product Head
  • 5. Our Audience 5© Course5 Intelligence Advertiser/ Brand Ad Agency Research Agency
  • 7. Challenges faced by advertisers today… 7© Course5 Intelligence Higher impact To produce and execute creatives that have higher impact • In terms of recall, persuasiveness and overall influence • On profitability and sales • Effectively target key market segments with content that resonates Feeling in control of the Creative Process • Reducing dependency on agencies • Being in the control of the data • Research and testing to inform the creative process Optimizing creatives in a fragmented environment • It is becoming increasingly difficult to run a creative across diverse media options including complex digital ecosystems • Understating what will work and what will not, is getting extremely important Amongst Noise • 65% of the underperforming campaigns are caused by creative issues mostly as they are not noticed amongst the clutter • Unforced exposure enables an accurate way of measuring breakthrough potential Enriched understanding of market behavior • Bring greater understanding to stakeholders about the response to the creative and impact on the brand • Identify or go deeper into higher order values, personal values, service attributes, etc. that contribute to purchase decisions, brand awareness and market positioning Do more with less • Research departments are under tremendous pressure to do more with less • Budgets and timelines are constantly being squeezed.
  • 8. What are some of the questions that keep advertisers constantly challenged? 8© Course5 Intelligence • Brand? • Cues? • Product use? How do I maximize my creative? • Medium? • Video • Print • Web banners • Rich interactive mediums, etc. • Length of ad? • Copy and hooks? What format do I use? • Maintaining attention? • Short and simple? Or Detailed and rich? • Creative elements that need to be emphasized based on screen size? • Cross device approach or not? What strategy do I use for devices? • Fragmented across teams? • Intranet or SharePoint portal? • AI based Asset Library? How do I manage my Creative Ad assets?
  • 9. Key Business Questions 9 Smart insights while designing new creatives Increasing predictability of the success of Creatives (pre-testing) Strategic inputs from a media / channel planning perspective © Course5 Intelligence
  • 10. TV Ad Consumer Technology, PC Notebook / 30 seconds / Surface, Microsoft © Course5 Intelligence 10
  • 11. • Unaided Brand Recall • Aided Brand Recall • Message Clarity • Recognition • Likeability • Differentiation • Relevance • Credibility • Imagery Attributes • Brand Fit • Interest • Purchase Intent, etc. Typical Campaign Analysis Scorecard Metrics ‘Dial’ data to capture interest or likeability Open-end quotes and themes Data from AI that is run on the creative © Course5 Intelligence 11
  • 12. AudioVideo/Image Stage 1 – Apply the technology Size Frequency Duration Position Other Element How do we do it? Objects Emotions Celebrities Environment etc. © Course5 Intelligence 12
  • 13. Stage 2 – Generate Data and Map to Likeability Curve 13© Course5 Intelligence 2 Video frames LikeabilityCurve 2. Likeability Curve • Generate interest score on the basis of consumer/customer response on creative 0 5 10 15 20 25 1 1.5 2 2.5 3 3.5 4 4.5 5 5.5 6 6.5 7 7.5 8 8.5 9 9.5 10 10.5 11 11.5 12 12.5 13 13.5 14 14.5 15 15.5 Laptop Ad Campaign Figures are for illustrative purposes only 1. Break creative into frames • Identify & plot variables for each frame • Establish variable details 1
  • 14. Stage 3 – Run Analysis of frame and consumer data 14© Course5 Intelligence Video frames Calculate the drivers of variables that are impacting the creative Sound Background Colour Emotion – upset, angry, happy Demographics – age, gender, ethnicity Characters Brand logos Props Key variables from the creative Example – For this particular creative using the frames and data map, it looks like the Laptop form-factor, the actor’s happy emotion along with the Brand logo on a Light background are among the prominent variables. Likeability 0 5 10 15 20 25 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 Laptop Ad Campaign Figures are for illustrative purposes only Brand: Microsoft Facial recognition: Female, Age 15 -31 years, Asian, Neutral Location: Studio Object: Laptop, Table, Window, ladder, Red brick building Animals: Dogs Example – For this particular creative, using the frames and data map, we can conclude that, for a short ad version we can potentially use frames from 0.9sec to 0.12sec and later from 0.20 to 0.25sec
  • 15. Revisiting Key Business Questions 15© Course5 Intelligence Smart insights while designing new creatives Increasing predictability of the success of Creatives (pre-testing) Strategic inputs from a media / channel planning perspective
  • 16. *Input Creative* Stage 4 – Comparing Creatives using computer vision 16© Course5 Intelligence Similarimages acrossthedatabase SS: 0.73 SS: 0.64 SS:0.62 SS:0.71 CreativeDatabasewithSimilarity Score(SS) 0.31 0.290.38 0.40 0.400.36 0.31 0.26 0.41 0.37 0.27 0.35 0.39 0.27 0.28 0.31 1.0 0.60 0.64 0.62 SS: 0.64 SS: 0.60 SS: 0.62 Images similar to the *input creative* Interest Index figures are for illustrative purposes only
  • 17. Revisiting Key Business Questions 17© Course5 Intelligence Smart insights while designing new creatives Increasing predictability of the success of Creatives (pre-testing) Strategic inputs from a media / channel planning perspective
  • 18. Summary and Concluding Remarks 18© Course5 Intelligence An opportunity to present our expertise and thoughts in the space of ad optimization Deep Mining Development of ‘optimal creatives’ for diverse user groups Webinar Two-fold value proposition
  • 19. Questions? Anil Damodaran | Poonam Dave anil.damodaran@course5i.com poonam.dave@course5i.com United States | United Kingdom | India | United Arab Emirates www.course5i.com #ResearchOnResearchWB © Course5 Intelligence
  • 20. © Course5 Intelligence Meet us at MRMW, Sweden Sep 4-6 TMRE, Scottsdale Oct 16-18 R&R, Germany Oct 24-25 Thank You