clickz live ny - 02/04/14

38
Facial Coding A New Model For Video Measurement

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Presentation Slides for the ClickZ Live event in New York. Emotions drive much of consumer behaviour and as such have been of high interest to brands for a long time. However, no tools have been available for measuring human emotions at the scale and speed at which marketing actually works today. We demonstrated how the latest advancements in automated facial coding via regular webcams have put emotion analytics into the daily toolkit of every marketer. To showcase how accessible and scalable facial coding has grown, a case study will be presented of Cannes Lions submissions, exploring if and how exactly emotions can be used to measure creative excellence. 467 videos were tested with 45,000 people in just few weeks, yielding actionable learnings into business-outcome-oriented assessment of content quality. This session will take those findings and demonstrate how they are actually used to deliver effective video campaigns. AOL is driving the online branded entertainment market globally in terms of the technology stack and methodological approach. Case studies will be presented on how emotional analytics helped to drive higher ROI for LG and Heineken. The session will conclude with a framework on how advertisers can maximize the ROI of their branding investments.

TRANSCRIPT

Page 1: ClickZ Live NY - 02/04/14

Facial Coding

A New Model For Video

Measurement

Page 2: ClickZ Live NY - 02/04/14

Where’s the problem?

Page 3: ClickZ Live NY - 02/04/14

Multiplying effectiveness

Les Binet & Peter Field

Marketing in the Era of Accountability

“Emotional advertising is more effective and more profitable than rational campaigns.”

Donald Gunn

The Gunn Report

“Emotional advertising is eleven times more efficient in market share growth.”

Page 4: ClickZ Live NY - 02/04/14

A Quick History

1800s 1960s 2010sEmotions Facial coding Automated

Page 5: ClickZ Live NY - 02/04/14

A Quick History

Page 6: ClickZ Live NY - 02/04/14

Science as beautiful

as the results

Page 7: ClickZ Live NY - 02/04/14

Science as beautiful

as the results

Page 8: ClickZ Live NY - 02/04/14

Since 1954

Benchmark for excellence in creative quality

36k Entries

92 countries and 15 categories

JudgingSubmission > Shortlist >

Medals

Page 9: ClickZ Live NY - 02/04/14

125m+frames with faces

45kpeople

4 wkturnaround

47

47 49

4 102

5 212

457

Ads

Page 10: ClickZ Live NY - 02/04/14

Gender

Age

Head gestures

Continuous

Discrete

Events

Trends

Smoothing

Avg, max, min

Engagement

Happiness

NeutralValence

Surprised

Approach

Sadness

Disgust

Confusion

AttentionFearHeart rate

1.0

0.8

0.6

0.4

0.2

0

-0.2

-0.4

Time

0 5 10 15 20 25

30

Page 11: ClickZ Live NY - 02/04/14

Strongest Patterns

• Make women happy at

the end

• Don’t drop the game

• Disgust and recover

• Use sadness early

• Don’t start with

confusion

• Make women excited

at the end

• Grow the trend

• Time the peaks right

Page 12: ClickZ Live NY - 02/04/14
Page 13: ClickZ Live NY - 02/04/14

Make women happy at the end

Female

Male

0:05 0:10 0:15 0:20 0:25 0:30

Peak in the

last third of

the video

SHORTLIST

Page 14: ClickZ Live NY - 02/04/14
Page 15: ClickZ Live NY - 02/04/14

Make women happy at the end

Female

Male

0:05 0:10 0:15 0:20 0:25 0:30

Peak in the

last third of

the video

Page 16: ClickZ Live NY - 02/04/14
Page 17: ClickZ Live NY - 02/04/14

Don’t drop the ball

Happy

0:05 0:10 0:15 0:20 0:25

NOTHING

Avoid falling

happiness after

first third of

the video

Page 18: ClickZ Live NY - 02/04/14
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Disgust and recover

Disgusted

0:10 0:20 0:30 0:40 0:50 1:00 1:10 1:20

The bigger the

range of disgust

the better

Page 20: ClickZ Live NY - 02/04/14
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Use sadness early

Sad

0:05 0:10 0:15 0:20 0:25

Sadness at the

beginning is good if

it resolves in the

end

Page 22: ClickZ Live NY - 02/04/14
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Don’t start with confusion

0:05 0:10 0:15 0:20 0:25

Confused

NOTHING

Don't confuse

people in the first

third of the video

Page 24: ClickZ Live NY - 02/04/14
Page 25: ClickZ Live NY - 02/04/14

Leave women excited at the end

0:05 0:10 0:15 0:20 0:25

Female

Male

The higher the

engagement in

70-85% of the

video the better

Page 26: ClickZ Live NY - 02/04/14

Grow the trend

0.14

0.13

0.12

0.11

0.10

0.09

0.08

0.0 0.2 0.4 0.6 0.8 1.0

Bronze / SilverGold

Shortlisted

Nothing

Relative time

Happy aggregated trendlines

Steeper slope

=

Better outcome

Page 27: ClickZ Live NY - 02/04/14

Time the peaks right

NOTHING

SHORTLIST

End 0.8

0.7

0.6

0.5

0.4

0.3

Start 0.2

Max Happy

Min Happy

Page 28: ClickZ Live NY - 02/04/14

0.75

0.66

0.63

0.50

0.60

0.70

0.80

Can we predict Cannes in future?

YESshortlist with

75% accuracy!

In the future,

medals will

need more data

to get a solid

prediction

model

SHORTLIST

Page 29: ClickZ Live NY - 02/04/14

AttractionHook in 8 seconds

RetentionKeep the audience

EngagementConnect via

emotions

ImpactKahneman’s Peak-

End

EmotionAll®

Page 30: ClickZ Live NY - 02/04/14

Volkswagen - The Force has

excellent overall performance.

Better than 92% of ads

EmotionAll® Score

Volkswagen – The ForceVolkswagen – The Force

Page 31: ClickZ Live NY - 02/04/14

11videos

3markets

4k+people

30”/2’

duration

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Short trailers or long episodes?

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Which videos to invest in?

Page 34: ClickZ Live NY - 02/04/14

Which videos to invest in?

EmotionAll™ score

The strongest video

drove 12 x more social actions

than average

Cambodia Episode

97

73%26% 3x

1.1

Roulette Episode Difference

Avg view to end

Social actions(per 1000 views)

12x12.9

Page 35: ClickZ Live NY - 02/04/14

Consumers love emotional content

3xmore likely to watch

to the end

8xhigher click through

rate

20xsocial action conversion

100xquicker in attracting

views

Page 36: ClickZ Live NY - 02/04/14

Impact Model

Creative Media ROI+ =

Attraction

Retention

Engagement

Impact

Syndication

Optimisation

Sharing

Brand Favourability

Purchase Intent

Brand Awareness

Create Distribute Measure

Page 37: ClickZ Live NY - 02/04/14

Facial Coding is already used by

+150 Fortune 500 brands

Page 38: ClickZ Live NY - 02/04/14