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Bid adjustments along
demographic parameters in
future mom's clothing
advertising: A/B test results
Wildberries
Brands on website
3500
Company founded
2004
Internet store specializing in
fashionable clothing, shoes and
accessories www.wildberries.ru
Sergei Yakovlev, Senior
Specialist, Marketing Division
Period:
Tool used:
Four weeks
Evaluate the effectiveness of bid corrections
when advertising goods for pregnant women
to a demographically diverse audience
› Yandex.Direct (YAN)
Goal
Setting correct goals
4
Items generally considered to have
a niche audience, such as maternity
clothes, can be purchased as gifts
by users outside the boundaries of
the primary target audience. These
users comprise an audience of
both genders and varied age
groups.
When someone searches for this type
of clothing in Search, it’s clear what
they are looking for, making it
unnecessary to segmentthis audience
by socio-demographic characteristics.
In the Yandex Advertising Network,
however, ads are displayed according
to the content of the site or the
interests of the user.
wildberries.ru
Therefore we decided to set up an experiment:
distribute impressions in the Yandex Advertising
Network so that the majority reach women of relevant
age.
5
Sergei Yakovlev
Senior Specialist, Marketing Division
Solution
Step 1 Step 2
Compare key
performance
indicators
Run A/B testing in
two campaigns: with
and without bid
adjustments by gender
and age
Step 1
Run A/B testing in two campaigns: with and without bid adjustments
by gender and age
8
You can make corrections in
the Bid Adjustments block
on either the ad group
editing or the campaign
parameters page.
Яндекс You can immediately set one coefficient
for all groups
Raise by up to 300%
Lower by up to 50%
Choose target
audience
Add another
adjustment
You can temporarily enable or disable
all corrections
Setting up two campaigns for A/B testing
9
Two campaigns were set up with
identical texts and designs and the
same starting bid on content sites.
One campaign ran without bid
adjustments, while the other had the
following coefficients for age and
gender:
• W, 18-24: +100%
• W, 25-34: +100%
• M, all ages: –50%
• W, 45+: –50%
The campaigns ran one at a time for
four weeks, switching every hour.
Яндекс
Setting up two campaigns for A/B testing
10
These bid settings increased
the likelihood that women of
relevant age would see the
store’s ads on sites in
Yandex Advertising
Network.
Conversely, lower bids were
set for ads targeted towards
men and were shown much
less frequently as a result of
the negative adjustments.
Яндекс
Step 2
Comparing key performance indicators: CTR and CPC
CTR CPC
12
One of expected statistics' changes was a higher CPC and a lower click-through rate. This makes sense, however, with a higher
bids ads got more impressions, so more women of the target age group saw the ads. Obviously, not all of them had a "hot"
interest for maternity clothes.
+72%
+72%
-17%
No corrections
Corrections
No corrections
Corrections
Comparing key performance indicators: CR and CPO
CR CPO
13
The end goal was reached: the campaign with bid corrections led to conversions more frequently. Even though these
conversions cost more (since the main share of clicks were at a higher rate), the increase in orders covered the additional
expense
No corrections
Corrections
No corrections
Corrections
+30%
+24%
Results
15
Results
In the end, the campaign
with adjustments for socio-
demographic characteristics
was more successful
according to the most
important indicator: it
brought in almost twice as
many orders as the
campaign without
adjustments.
+172%
No corrections
Corrections
Number of orders
Targeted bid adjustments increased maternity clothing orders by 172

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Targeted bid adjustments increased maternity clothing orders by 172

  • 1. Часть Bid adjustments along demographic parameters in future mom's clothing advertising: A/B test results
  • 2. Wildberries Brands on website 3500 Company founded 2004 Internet store specializing in fashionable clothing, shoes and accessories www.wildberries.ru Sergei Yakovlev, Senior Specialist, Marketing Division
  • 3. Period: Tool used: Four weeks Evaluate the effectiveness of bid corrections when advertising goods for pregnant women to a demographically diverse audience › Yandex.Direct (YAN) Goal
  • 4. Setting correct goals 4 Items generally considered to have a niche audience, such as maternity clothes, can be purchased as gifts by users outside the boundaries of the primary target audience. These users comprise an audience of both genders and varied age groups. When someone searches for this type of clothing in Search, it’s clear what they are looking for, making it unnecessary to segmentthis audience by socio-demographic characteristics. In the Yandex Advertising Network, however, ads are displayed according to the content of the site or the interests of the user. wildberries.ru
  • 5. Therefore we decided to set up an experiment: distribute impressions in the Yandex Advertising Network so that the majority reach women of relevant age. 5 Sergei Yakovlev Senior Specialist, Marketing Division
  • 6. Solution Step 1 Step 2 Compare key performance indicators Run A/B testing in two campaigns: with and without bid adjustments by gender and age
  • 8. Run A/B testing in two campaigns: with and without bid adjustments by gender and age 8 You can make corrections in the Bid Adjustments block on either the ad group editing or the campaign parameters page. Яндекс You can immediately set one coefficient for all groups Raise by up to 300% Lower by up to 50% Choose target audience Add another adjustment You can temporarily enable or disable all corrections
  • 9. Setting up two campaigns for A/B testing 9 Two campaigns were set up with identical texts and designs and the same starting bid on content sites. One campaign ran without bid adjustments, while the other had the following coefficients for age and gender: • W, 18-24: +100% • W, 25-34: +100% • M, all ages: –50% • W, 45+: –50% The campaigns ran one at a time for four weeks, switching every hour. Яндекс
  • 10. Setting up two campaigns for A/B testing 10 These bid settings increased the likelihood that women of relevant age would see the store’s ads on sites in Yandex Advertising Network. Conversely, lower bids were set for ads targeted towards men and were shown much less frequently as a result of the negative adjustments. Яндекс
  • 12. Comparing key performance indicators: CTR and CPC CTR CPC 12 One of expected statistics' changes was a higher CPC and a lower click-through rate. This makes sense, however, with a higher bids ads got more impressions, so more women of the target age group saw the ads. Obviously, not all of them had a "hot" interest for maternity clothes. +72% +72% -17% No corrections Corrections No corrections Corrections
  • 13. Comparing key performance indicators: CR and CPO CR CPO 13 The end goal was reached: the campaign with bid corrections led to conversions more frequently. Even though these conversions cost more (since the main share of clicks were at a higher rate), the increase in orders covered the additional expense No corrections Corrections No corrections Corrections +30% +24%
  • 15. 15 Results In the end, the campaign with adjustments for socio- demographic characteristics was more successful according to the most important indicator: it brought in almost twice as many orders as the campaign without adjustments. +172% No corrections Corrections Number of orders