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PERSONALIZATION 
CASE STUDIES
C2C CLASSIFIEDS 
Business objective: 
 Improve general sales-related 
Key Performance Indicators 
(KPIs) 
Norwegian media conglomerate, 
has operations in 29 countries. 
2 400 million USD revenues in 
2012, 25% came from classifieds. 
KPI 
Increase of 
KPI 
Testing 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.
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. 
20% 
15% 
10% 
5% 
0% 
CTR evolution compared to the inhouse solution 
With RECO 
Using in-house solution 
1st month 2nd month
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 
KPI 
Increase of 
KPI 
Testing 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 
KPI 
Increase of 
KPI 
Testing 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) 
KPI 
Increase of 
KPI 
Testing 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.
CTR increase by Gravity 
1st week 
250% 
200% 
150% 
100% 
50% 
0% 
% - 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 
3rd week
ONLINE DATING 
Business objective: 
 Improve the discovery, increase 
the conversion of “Personal 
tips” box 
KPI 
Increase of 
KPI 
Testing method 
Banner clicks 143% A/B (in-house solution) 
Number of 
250% A/B (in-house solution) 
conversations 
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 
KPI 
Increase of 
KPI 
Testing 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:
PERSONALIZED RETARGETING ON 3RD PARTY WEBSITES 
16x better CTR 
24x conversion 
Increase (ad reply) 
Pilot Scope for A/B Test
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 
Top of mind real estate site in 
Hungary 
4 million visits per month 
17% daily increase in the 
number of unique visitors
GDN CAMPAIGN PERSONALIZATION 
1.8% 
1.6% 
1.4% 
1.2% 
1.0% 
0.8% 
0.6% 
0.4% 
0.2% 
0.0% 
Personalized offers for known visitors 
Popular ads for unknown visitors 
3/29/2014 5/2/2014 
Non-personalized (%) Personalized (%) Baseline 
CEE’s largest online real 
estate advertising company 
Results: 
KPI CTR 
Increase of KPI 
(known) 
Up to 26x 
Increase of KPI 
(unknown) 
Up to 4x 
Testing method 
A/B (in-house 
solution) 
Baseline
RETARGETING IN DIFFERENT FIELDS 
Increase on CTR (%, Click-Through-Rate) compared to 
Advertisements without recommendation (weekly average) 
1000% 
800% 
600% 
400% 
200% 
0% 
875% 
637% 
340% 
0 5 10 15 20 25 30 35 40 45 50
Thank you! 
Contact us: 
www.gravityrd.com 
sales@gravityrd.com 
For the latest trends and insights: 
www.facebook.com/gravityrd

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Case Studies

  • 2. C2C CLASSIFIEDS Business objective:  Improve general sales-related Key Performance Indicators (KPIs) Norwegian media conglomerate, has operations in 29 countries. 2 400 million USD revenues in 2012, 25% came from classifieds. KPI Increase of KPI Testing 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.
  • 3. 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. 20% 15% 10% 5% 0% CTR evolution compared to the inhouse solution With RECO Using in-house solution 1st month 2nd month
  • 4. 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 KPI Increase of KPI Testing 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
  • 5. 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 KPI Increase of KPI Testing method Banner conversion 5% Compared to other vendor, in-house development Bid value 6% Number of bids 110% Results:
  • 6. E-COMMERCE Business objective:  Improve general sales-related Key Performance indicators (KPIs) KPI Increase of KPI Testing 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.
  • 7. CTR increase by Gravity 1st week 250% 200% 150% 100% 50% 0% % - 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 3rd week
  • 8. ONLINE DATING Business objective:  Improve the discovery, increase the conversion of “Personal tips” box KPI Increase of KPI Testing method Banner clicks 143% A/B (in-house solution) Number of 250% A/B (in-house solution) conversations 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.
  • 9. 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 KPI Increase of KPI Testing 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:
  • 10. PERSONALIZED RETARGETING ON 3RD PARTY WEBSITES 16x better CTR 24x conversion Increase (ad reply) Pilot Scope for A/B Test
  • 11. Increased Click-Through Rate Gravity - personalized (%) Gravity (average) (%) Gravity - not personalized (%) Jofogas (%) 7X 16.5X 2X
  • 12. ABOUT INGATLAN.COM Nr.1 real estate site in Hungary Top of mind real estate site in Hungary 4 million visits per month 17% daily increase in the number of unique visitors
  • 13. GDN CAMPAIGN PERSONALIZATION 1.8% 1.6% 1.4% 1.2% 1.0% 0.8% 0.6% 0.4% 0.2% 0.0% Personalized offers for known visitors Popular ads for unknown visitors 3/29/2014 5/2/2014 Non-personalized (%) Personalized (%) Baseline CEE’s largest online real estate advertising company Results: KPI CTR Increase of KPI (known) Up to 26x Increase of KPI (unknown) Up to 4x Testing method A/B (in-house solution) Baseline
  • 14. RETARGETING IN DIFFERENT FIELDS Increase on CTR (%, Click-Through-Rate) compared to Advertisements without recommendation (weekly average) 1000% 800% 600% 400% 200% 0% 875% 637% 340% 0 5 10 15 20 25 30 35 40 45 50
  • 15. Thank you! Contact us: www.gravityrd.com sales@gravityrd.com For the latest trends and insights: www.facebook.com/gravityrd

Editor's Notes

  1. Davis: Increase of KPI s column confusing. 125% then from ( 8 to 18%) not sure what this really means.