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@mikkokotila
what do games,
financial markets and
media have in common
the 5th largest commodity
Utility 

Purchase
Utility 

Purchase
$
Speculative
Investment
Utility 

Purchase
$
Speculative
Investment
vs
middle-man economy
BUYER
ADVERTISER
MIDDLE-MAN
AGENCY PUBLISHER
SELLER
BUYER
ADVERTISER
MIDDLE-MAN
AGENCIES PUBLISHER
SELLER
ADVERTISER
MIDDLE-MAN
AGENCY
PUBLISHER
VENDORS
ATD DSP EXCHANGE
ARTIST RECORD
LABEL
DISTRIBUTION RETAIL AND
SMALL WHOLESALE
CONSUMER
BEFORE
ARTIST iTUNES CONSUMER
AFTER
zero sum game
survival of the fittest
“it is not the strongest species that
survive, nor the most intelligent, but
the ones most responsive to change”
Mom & pop investors
Pension/Mutual funds
Investment banks
Hedge funds
“I know half of it works, but which half?”
DISPLAY LUMAscape
M
A
R
K
E
T
E
R
P
U
B
L
I
S
H
E
R
KITCHENSCAPE
F
I
N
I
S
H
E
D
M
E
A
L
R
A
W
I
N
G
R
E
D
I
E
N
T
S
“how does the space work?”
REPORTING
PLANNING
EXCHANGE
VERIFICATION
TRADING DESKS
TARGETING
AUDIENCE
THE
MEDIA
INVESTOR
Market data
Real-time dashboards
Audience
Attribution
ROI REPORTING
PLANNING Banner
Video
Social
Mobile
EXCHANGE
Audience verification
Viewability
Brand safety verification
Fraud reduction
VERIFICATION
Brand
Agency
DSP
Publisher
TRADING DESKS
Contextual
Dynamic creative
TARGETING
Market data places
Data management platform
On-demand audience generation
AUDIENCE
THE
MEDIA 

INVESTOR
Data enrichment
TO BE HIGHLY
COMPETITIVE YOU
ONLY HAVE TO
KNOW A FEW
THINGS WELL
five things every media
investor should know
“media investor” - a party who takes positions 

in media instruments, either on their own behalf 

or as an agent for a 3rd-party
money flow
1
TRADING DSP MEDIA INTELLIGENCE EX/
SSP
PUBLISHER
10%20% 36% 10% 24%
3%
8%
14%
4%
2%
5%
0 3 6 9 12 15
REPORTING
VERIFICATION
ENRICHMENT
AUDIENCE BUY
TARGETING
PLANNING
lack of transparency
2
ADVERTISER AGENCY PUBLISHER
VENDORS
ATD
DSP
EXCHANGE
invalid impressions
3
“invalid impression” - an impression that does not
at any point in time propose a potential return of
any magnitude
consumer trust
4
conflicts of interest
5
COST PER RESULT
TRANSACTION
VOLUME
COST PER
TRANSACTION
RESULT
VOLUME
AGENCY
TRADING
DESK
ADVERTISER
DSP
put in place
FOCUS ON THE
RIGHT THINGS
the role of the
trading desk in
media investment
investment thesis
three flavours of trading desks
the agency trading desk
the hybrid desk
the brand trading desk
it’s all about data and technology
it’s all about data and technology
money
culture change
“it takes a long journey to know the
horse’s strength”
THINK FOR
TOMORROW
ACT FOR TODAY
THANK
YOU

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