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Personalized 
Retargeting 
Driving revenue 
through personalized 
user engagement
GRAVITY R&D`S MAIN FEATURES 
Recommend the most interesting 
content to your users 
Re-engage and convert high-intent 
prospects with personalized banners on 
sites you advertise on 
Unlimited number of custom landing 
pages generated real time and 
automatically (PPC and Adwords 
automatization tool) 
Personalized 
Recommendation 
Send personalized newsletters, 
transactional emails and email alerts 
Personalized 
Retargeting 
Newsletter 
Personalization 
Rank search results based on personal 
interest, predictive search 
Smart Search 
Dynamic 
Landing Page
The Data We Collect
RETARGETING SOLUTIONS 
• Banner optimization 
 in cooperation with advertising networks 
• Pre-targeting + re-targeting on 3rd party sites 
 requires onsite integration 
• GDN campaign optimization 
 Gravity is a certified Google partner for GDN campaign optimization 
for CEE region
BANNER OPTIMIZATION 
• Goal: 
 reach higher CTR (higher prized ad campagin; AV based) 
 minimize AV to reach target CT (save display cost) 
 ad network can sell more campaign for the same display purchase 
• Content: ad portfolio of an ad network 
• User identification: ad network cookie 
• Information used: 
 Displayed banner 
 Page content information 
 Clicked banner
RECO database 
Integration with ad networks 
User behavior 
tracking w/ ad 
network 
cookie 
ad catalog 
ad display ad optimization 
Everything about the integration process: 
https://developers.gravityrd.com/display/DEV/Integration+Overview
Pre- and retargeting 
• Goal: 
 reach higher CTR with personalized offers on 3rd party sites 
 exploit on-site user behavior on 3rd party personalized 
banner display 
 increase CTR and conversion 
 acquire new clients 
• Content: products or creatives of site owner 
• User identification: site id + Gravity cookie 
• Information used: 
 Displayed banner 
 Page content information 
 Clicked banner
Recosys database 
User 
behaviour 
tracking 
Design dynamic 
banners 
Recosys ad server 
ad catalog 
INTEGRATION 
Everything about the integration process: 
https://developers.gravityrd.com/display/DEV/Integration+Overview
CTR increase by Gravity 
1st week 
250% 
200% 
150% 
100% 
50% 
0% 
Business objective: 
 Improve the click through rate 
 30+ million ads served daily 
 Creative targeting in 2 zones of a 
hub site 
% - daily moving average 
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 
BANNER OPTIMIZATION
ABOUT JOFOGAS.HU 
One of 
Hungary’s 
leading 
general 
classified 
site 
Member of Schibsted 
Classified Media Group 
7.2 million visits per month 
Launched in 2010
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
Increased CTR and Conversion (Ad Replies) 
 CTR and conversion (Ad Reply) results on jofogas.hu ads (displayed 
on a third-party site) 
Scenarios 
Jófogás – All 
Gravity – Average 
 Personalized 
 Non-personalized 
14/31 
Ad Reply increase (%) 
(conversion) 
BASELINE 
8.5x 
24x 
1.7x 
CTR increase (%) 
BASELINE 
710 % 
1650 % 
190%
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
Results in Google Display Network 
Media buying: much cheaper, easier, flexible 
→ CTR: 3x higher 
Re-targeting: 8-10x higher 
Pre-targeting: 30-50% higher 
→ Conversion: 4x higher 
→ Take advantage of all GDN 
features
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
EXAMPLE OF PERSONALIZATION 
Simple banner 
(no event) 
Personalized 
banner
FULL CONTROLL: MANAGEMENT DASHBOARD 
• Combining algorithms and manual rules 
• Campaigns for user segments 
• Immediate feedback 
• Sophisticated target group 
specification for user and item 
segments or context 
• A/B testing of different rules 
• Metadata, context and 
behavioral rules
DIFFERENTIATING FEATURES 
 Our solution delivers directly attributable, immediate 
and tangible results 
 The heart of our solution are the advanced 
recommendation algorithms that provide significant KPI 
improvements 
We have outstanding experience in various industries 
 The unique nature of our solution automatically provides 
access to huge amount of user behaviour data that 
can be retrieved for a multitude of other marketing 
purposes
Thank you! 
Contact us: 
www.gravityrd.com 
sales@gravityrd.com 
For the latest trends and insights: 
www.facebook.com/gravityrd

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Personalized Retargeting

  • 1. Personalized Retargeting Driving revenue through personalized user engagement
  • 2. GRAVITY R&D`S MAIN FEATURES Recommend the most interesting content to your users Re-engage and convert high-intent prospects with personalized banners on sites you advertise on Unlimited number of custom landing pages generated real time and automatically (PPC and Adwords automatization tool) Personalized Recommendation Send personalized newsletters, transactional emails and email alerts Personalized Retargeting Newsletter Personalization Rank search results based on personal interest, predictive search Smart Search Dynamic Landing Page
  • 3. The Data We Collect
  • 4. RETARGETING SOLUTIONS • Banner optimization  in cooperation with advertising networks • Pre-targeting + re-targeting on 3rd party sites  requires onsite integration • GDN campaign optimization  Gravity is a certified Google partner for GDN campaign optimization for CEE region
  • 5. BANNER OPTIMIZATION • Goal:  reach higher CTR (higher prized ad campagin; AV based)  minimize AV to reach target CT (save display cost)  ad network can sell more campaign for the same display purchase • Content: ad portfolio of an ad network • User identification: ad network cookie • Information used:  Displayed banner  Page content information  Clicked banner
  • 6. RECO database Integration with ad networks User behavior tracking w/ ad network cookie ad catalog ad display ad optimization Everything about the integration process: https://developers.gravityrd.com/display/DEV/Integration+Overview
  • 7.
  • 8. Pre- and retargeting • Goal:  reach higher CTR with personalized offers on 3rd party sites  exploit on-site user behavior on 3rd party personalized banner display  increase CTR and conversion  acquire new clients • Content: products or creatives of site owner • User identification: site id + Gravity cookie • Information used:  Displayed banner  Page content information  Clicked banner
  • 9. Recosys database User behaviour tracking Design dynamic banners Recosys ad server ad catalog INTEGRATION Everything about the integration process: https://developers.gravityrd.com/display/DEV/Integration+Overview
  • 10. CTR increase by Gravity 1st week 250% 200% 150% 100% 50% 0% Business objective:  Improve the click through rate  30+ million ads served daily  Creative targeting in 2 zones of a hub site % - daily moving average 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 BANNER OPTIMIZATION
  • 11. ABOUT JOFOGAS.HU One of Hungary’s leading general classified site Member of Schibsted Classified Media Group 7.2 million visits per month Launched in 2010
  • 12. PERSONALIZED RETARGETING ON 3RD PARTY WEBSITES 16x better CTR 24x conversion Increase (ad reply) Pilot Scope for A/B Test
  • 13. Increased Click-Through Rate Gravity - personalized (%) Gravity (average) (%) Gravity - not personalized (%) Jofogas (%) 7X 16.5X 2X
  • 14. Increased CTR and Conversion (Ad Replies)  CTR and conversion (Ad Reply) results on jofogas.hu ads (displayed on a third-party site) Scenarios Jófogás – All Gravity – Average  Personalized  Non-personalized 14/31 Ad Reply increase (%) (conversion) BASELINE 8.5x 24x 1.7x CTR increase (%) BASELINE 710 % 1650 % 190%
  • 15. 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
  • 16. 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
  • 17. Results in Google Display Network Media buying: much cheaper, easier, flexible → CTR: 3x higher Re-targeting: 8-10x higher Pre-targeting: 30-50% higher → Conversion: 4x higher → Take advantage of all GDN features
  • 18. 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
  • 19. EXAMPLE OF PERSONALIZATION Simple banner (no event) Personalized banner
  • 20. FULL CONTROLL: MANAGEMENT DASHBOARD • Combining algorithms and manual rules • Campaigns for user segments • Immediate feedback • Sophisticated target group specification for user and item segments or context • A/B testing of different rules • Metadata, context and behavioral rules
  • 21. DIFFERENTIATING FEATURES  Our solution delivers directly attributable, immediate and tangible results  The heart of our solution are the advanced recommendation algorithms that provide significant KPI improvements We have outstanding experience in various industries  The unique nature of our solution automatically provides access to huge amount of user behaviour data that can be retrieved for a multitude of other marketing purposes
  • 22. Thank you! Contact us: www.gravityrd.com sales@gravityrd.com For the latest trends and insights: www.facebook.com/gravityrd