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Robots or not: tips & tricks for
discovering low quality traffic
The World's Leading Platform for Publishers
to Monetize Mobile Traffic in Emerging Markets
clickky.biz
Dmitriy Kapustin
Head of Account Department
[Photo of the speaker]
clickky.biz
Dmitriy Kapustin
● Revenue management analyst
● Financial security analyst
● Degree in Finances
Previous experience:
Сlickky is the leading platform for mobile
traffic monetization in emerging markets.
The platform offers a wide variety of solutions,
tailored to the needs of mobile publishers.
Clickky ensures easy integration and high eCPM
rates. Its user-friendly interface enables
publishers to reduce the number of actions
required to launch ad campaigns.
clickky.biz
About Clickky
With the primary focus on mobile
traffic monetization, we operate
worldwide, delivering offers from
more than 120 different countries
and 30 000 campaigns daily.
We create the strongest demand
in the industry!
In 2016 Clickky made TOP-5
among advertising and marketing
companies and TOP-3 among mobile
ad-tech companies in the Inc.5000
Europe ranking.
4
Countries
80+
Employees
5
Offices
clickky.biz
clickky.biz
Agenda
1. Introduction
2. Bots: pros and cons
3. Fraud indicators and learning curve
4.Case study
5. Questions
clickky.biz
Bots: pros and cons
CONS:
● Possible client loss
PROS:
● Profit out of nothing
● Bringing life to the idea of chatbots
(Telegram, Whatsapp, etc.)
For publishers
clickky.biz
clickky.biz
CONS:
● Low key indicator (ROI, LTV, ARPU, etc.)
● Financial losses
PROS:
● Knowing your user better as the result of
analytics improvement
● Boost campaigns
● Going to IPO
● Testing (e. g. gamer-bots)
Bots: pros and cons
For advertisers
Having 20-30 active
campaigns available
and 10-20 publishers
on each platform, you
will have to be
monitoring up to 500
placements.
clickky.biz
clickky.biz
clickky.biz
Indicators to analyze:
Fraud indicators and learning curve
1. Click IP = Advertiser’s IP
2. Duplicate IPs
3. IP range
4. Abnormal session length
5. Time breaks
6. IP black list
clickky.biz
The final result we want to achieve is not just
the definition of fraud conversions.
192.240.233.154 = 192.240.233.154
Click IP = Advertiser IP
clickky.biz
clickky.biz
1
1
1
1
1
1
1
1
1
Duplicate IPs
clickky.biz
IP range
clickky.biz
clickky.biz
IP range
IP range
clickky.biz
Final report
FRAUD
MIX
clickky.biz
clickky.biz
Case Study
Final report
clickky.biz
clickky.biz
Final report
clickky.biz
Questions?
USA | NEW YORK
410 Brighton Beach Avenue
11235 NY
Israel | Tel Aviv
Dubnov Street, 7, 61000
Russia | Moscow
Serebryanicheskaya naberejnaya, 29
Business Center «Silver City», 109028
Ukraine | Odessa
Admiralsky ave. 34/2,
Business Center «Admiralsky», 65059
Ukraine | Кiev
Metallistov st.20,
Business Center «Veda», 03058
For advertiser inquiries:
Email: advertisers@clickky.me
For publisher inquiries:
Email: publishers@clickky.me
For cooperation inquiries:
Email: vr@clickky.me
For media inquiries:
Email: np@clickky.me
Toll-free USA +1 800 578 65 34
Toll-free UK +0 800 189 14 49
CLICKKY.BIZ | CLICKKY.RU | CLICKKY.ASIA

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#MBC2016 Dmitry Kapustin, Account Director @ Clickky: Robots or not: tips & tricks for discovering low quality traffic

  • 1. Robots or not: tips & tricks for discovering low quality traffic The World's Leading Platform for Publishers to Monetize Mobile Traffic in Emerging Markets clickky.biz Dmitriy Kapustin
  • 2. Head of Account Department [Photo of the speaker] clickky.biz Dmitriy Kapustin ● Revenue management analyst ● Financial security analyst ● Degree in Finances Previous experience:
  • 3. Сlickky is the leading platform for mobile traffic monetization in emerging markets. The platform offers a wide variety of solutions, tailored to the needs of mobile publishers. Clickky ensures easy integration and high eCPM rates. Its user-friendly interface enables publishers to reduce the number of actions required to launch ad campaigns. clickky.biz About Clickky With the primary focus on mobile traffic monetization, we operate worldwide, delivering offers from more than 120 different countries and 30 000 campaigns daily. We create the strongest demand in the industry! In 2016 Clickky made TOP-5 among advertising and marketing companies and TOP-3 among mobile ad-tech companies in the Inc.5000 Europe ranking. 4 Countries 80+ Employees 5 Offices clickky.biz
  • 4. clickky.biz Agenda 1. Introduction 2. Bots: pros and cons 3. Fraud indicators and learning curve 4.Case study 5. Questions
  • 6. Bots: pros and cons CONS: ● Possible client loss PROS: ● Profit out of nothing ● Bringing life to the idea of chatbots (Telegram, Whatsapp, etc.) For publishers clickky.biz
  • 7. clickky.biz CONS: ● Low key indicator (ROI, LTV, ARPU, etc.) ● Financial losses PROS: ● Knowing your user better as the result of analytics improvement ● Boost campaigns ● Going to IPO ● Testing (e. g. gamer-bots) Bots: pros and cons For advertisers
  • 8. Having 20-30 active campaigns available and 10-20 publishers on each platform, you will have to be monitoring up to 500 placements. clickky.biz
  • 10. clickky.biz Indicators to analyze: Fraud indicators and learning curve 1. Click IP = Advertiser’s IP 2. Duplicate IPs 3. IP range 4. Abnormal session length 5. Time breaks 6. IP black list
  • 11. clickky.biz The final result we want to achieve is not just the definition of fraud conversions.
  • 12. 192.240.233.154 = 192.240.233.154 Click IP = Advertiser IP clickky.biz clickky.biz
  • 22. USA | NEW YORK 410 Brighton Beach Avenue 11235 NY Israel | Tel Aviv Dubnov Street, 7, 61000 Russia | Moscow Serebryanicheskaya naberejnaya, 29 Business Center «Silver City», 109028 Ukraine | Odessa Admiralsky ave. 34/2, Business Center «Admiralsky», 65059 Ukraine | Кiev Metallistov st.20, Business Center «Veda», 03058 For advertiser inquiries: Email: advertisers@clickky.me For publisher inquiries: Email: publishers@clickky.me For cooperation inquiries: Email: vr@clickky.me For media inquiries: Email: np@clickky.me Toll-free USA +1 800 578 65 34 Toll-free UK +0 800 189 14 49 CLICKKY.BIZ | CLICKKY.RU | CLICKKY.ASIA