case studies
DESCRIPTION
Case Studies about PersonalizationTRANSCRIPT
PERSONALIZATION
CASE STUDIES
C2C CLASSIFIEDS
Business objective:
Improve general sales-related
Key Performance Indicators
(KPIs)
KPIIncrease of
KPITesting method
Ad detail page views 125% A/B (in-house solution)
Total page views 4% A/B (in-house solution)
CTR 368%A/B (in-house solution, random placement)
Time spent on site 3%A/B (in-house solution, random placement)
Results:
Schibsted Hungary and Gravity R&D were the 2012 Show me the Money
Award winners for their Dynamic Personalization Innovation.
Norwegian media conglomerate, has operations in 29 countries.
2 400 million USD revenues in 2012, 25% came from classifieds.
CONTENT RECOMMENDATION
Business objective:
Improve the click through
rate (CTR)
KPI CTR
Increas
e of KPI
On average
50%
Testing
method
A/B (in-
house
solution)
Results:
The media group’s portal portfolio
covers the 77% of the Hungarian
internet users. Origo is the leading
news portal in Hungary.
0%
5%
10%
15%
20%
With RECO
Using in-house solution
1st month 2nd month
CTR evolution compared to the inhouse solution
VIDEO STREAMING
Business objective:
Increase ad revenue by increasing page
impression (PI)
Increase click through rate (CTR) of
recommended content
Increase user satisfaction (measured by
long term CTR)
Increase average video watch length
One of the leading sites for sharing videos, attracts over 112 million unique monthly visitors and 2,5 billion videos views worldwide.
Offers 35 localized versions in 18 different languages
KPIIncrease of
KPITesting method
CTR 12-22%
Compared to other vendor, in-house development
Long term CTR 6-17%
Number of PIs 6-25%
Results:
* measured in 5 countries: France, Japan, USA, Germany, UK – minimum
and maximum increase values are shown
AUCTION PORTALS
Business objective:
Faster search & discovery by
recommendations
Increase the bid value of goods
Facilitate the discovery of goods
E-commerce leader in Central and Eastern Europe, a group of companies managing 75 sites in over 20 countries
KPIIncrease of
KPITesting method
Banner conversion 5%
Compared to other vendor, in-house development
Bid value 6%
Number of bids 110%
Results:
E-COMMERCE
Business objective:
Improve general sales-related
Key Performance indicators
(KPIs)
KPIIncrease of
KPITesting method
Revenue coming through RECO
7% A/B (in-house solution)
Item page CTR 7% A/B (in-house solution)
Results:
E-commerce leader in
Central and Eastern
Europe, a group of
companies managing 75
sites in over 20 countries.
1st week0%
50%
100%
150%
200%
250%
% - daily moving average
AD TARGETING
Business objective:
Improve the click through rate
30+ million ads served daily
Creative targeting in 2 zones of a
hub site
KPI CTR
Increase of KPI
On average 110%
Testing method
A/B (in-house solution)
Results:
Hungarian market leader in online marketing technologies.
Provides 16 billions of ads on a monthly average.
2nd week
CTR increase by Gravity
3rd week
ONLINE DATING
Business objective:
Improve the discovery, increase
the conversion of “Personal
tips” box
KPIIncrease of
KPITesting method
Banner clicks 143% A/B (in-house solution)
Number ofconversations
250% A/B (in-house solution)
Upsell to premium subscription
26% A/B (in-house solution)
Results:
Randivonal.hu is Hungary’s leading online dating portal with 1.000.000+ registered users (freemium model) and 800.000 daily page views.
CONSUMER GOODS
Business objective:
Improve P&G’s in-house store clustering process
Provide store recommendations for agents at store level instead of channel level
Increase revenue through recommendations
Field test now in India (2014Q2), next in China (2014Q3-4)
One of the world’s largest supplier of consumer goods
KPIIncrease of
KPITesting method
Ratio of purchased recommended goods
5–7 % Only new products can be recommended for a store (no replenishment)This means extra revenue
Revenue ratio of recommended goods
6-8%
Results:
To get back,
Turn off ’CLASSIFICED’ via
2. Deactivate by clicking off the
Pilot Scope for A/B Test
16x better CTR
24x conversion
Increase (ad reply)
PERSONALIZED RETARGETING ON 3RD PARTY WEBSITES
Increased Click-Through Rate
Gravity - personalized (%)
Gravity (average) (%)
Gravity - not personalized (%)
Jofogas (%)
7X
16.5X
2X
ABOUT INGATLAN.COM
Nr.1 real estate site
in Hungary
4 million visits per month
17% daily increase in the number of unique visitors
Top of mind real estate site in Hungary
0.0%
0.2%
0.4%
0.6%
0.8%
1.0%
1.2%
1.4%
1.6%
1.8%
3/29/2014 5/2/2014
Non-personalized (%) Personalized (%) Baseline
Popular ads for unknown visitors
Personalized offers for known visitors
GDN CAMPAIGN PERSONALIZATION
KPI CTR
Increase of KPI
(known)Up to 26x
Increase of KPI
(unknown)Up to 4x
Testing method
A/B (in-
house
solution)
Results:
CEE’s largest online real
estate advertising company
Baseline
RETARGETING IN DIFFERENT FIELDS
Increase on CTR (%, Click-Through-Rate) compared to
Advertisements without recommendation (weekly average)
0%
200%
400%
600%
800%
1000%
0 5 10 15 20 25 30 35 40 45 50
875%
340%
637%
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