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작성자 사진Jeong Hyeon

Meta(Facebook) Test B: Possible to optimize advertisements?

최종 수정일: 11월 14일

Advertising optimization can increase performance.

1. High-performing advertising formats are still 'collective' 2. Approximately 1% increase from CTR 1.44% to 2.24% over first ad 3. CPC decreased from KRW 318 to KRW 288 compared to previous campaign




Ad Settings


  • Ad (material, format) setting 1. (Plan A) Traffic campaign_Ad format 4 (image, video, slide, collection) 2. (Plan B) Traffic campaign_Ad format 1 (collection)

  • Ad running period (May 15, 2024 ~ May 20, 2024)

  • Setting cost: 30RM

  • Exposure location: Advantage+Location

  • Text 1. 😍Find an online advertising agency quickly! 2. ❤️Find a marketing agency quickly! 3. 🎶Find a marketing agency quickly! 4. 🗣Find a global marketing agency quickly! 5. 😁Find an advertising agency quickly!

  • Ad material

  • Image

  • Video

  • Slide (created using image)

  • Collection (set main as video, next as image)


 

[A/B Test Result]

Goal

Version

Performance

Cost per Result

Result

Reach

Exposure

Expenditure

Confidence Level

Traffic

(A) 2024-05-07| Traffic | 4 ads

Win

1.22

219

125000

18344

267.02 MYR

86%

Traffic

(B) 2024-05-06| Traffic | 1 ads

Lose

1.7

94

107000

20058

159.86 MYR

14%

Goal

Version

Performance

Cost per Result

Result

Reach

Exposure

Expenditure

Confidence Level

Traffic

(A) 2024-05-16| Traffic | 4 ads

Win

0.81

119

2,489

4,733

96.68 MYR

86%

Traffic

(B) 2024-05-16| Traffic | 1 ads

Lose

1.14

74

1,828

3,726

84.72 MYR

14%

*The above graph is a figure obtained using the Meta (Facebook) A/B test function. A confidence level of 90% or more means statistically reliable results, and a confidence level of 65% or more means good performance. The above figure is an estimate and does not guarantee the causative result of the study.


Result: Results: 86% confidence in both results, better for "four advertising materials", lower overall for cost per result optimization


 

[Comparison of Ad Sets]


[Before Ads Set]

Goal

Ad Set

Exposure

Reach

Link Clicks

Clicks (Total)

Result

CTR

CPC

Traffic

(Plan A) 4 Ad Materials

33,553

16,695

658

655

658

1.95%

RM1.04

Traffic

(Plan B) 1 Ad Material

20,473

12,820

97

123

97

0.60%

RM1.34

[Present Ads Set]

Goal

Ad Set

Exposure

Reach

Link Clicks

Clicks (Total)

Result

CTR

CPC

Traffic

(Plan A) 4 Ad Materials

4,743

2,496

119

118

119

2.49%

RM0.82

Traffic

(Plan B) 1 Ad Material

3,727

1,829

74

72

74

1.93%

RM1.18


Results

  1. ‘Present Plan A (4 Ad Materials)’ has a higher CTR 0.56% compared to ‘Present Plan B (1 Ad Material)’ / ’Present Ads set’ has a higher CTR 0.54%, 1.33% compared ‘Before Ads set’

  2. Plan A (4 Ad Materials) is 108 KRW cheaper in CPC than Plan B (1 Ad Material) / ’Present Ads set’ is 39 KRW cheaper compared ‘Before Ads set’

  3. Plan A (4 ad creatives) is 705 KRW more expensive in terms of CPM (cost per 1,000 impressions) compared to Plan B (1 ad creative) / Referring to the previous ad set, the CPM for image format ads is typically around 3,000 - 4,000 KRW cheaper.

  4. Plan A (4 ad creatives) accounts for 55% of the total impressions.

 

[Ad Comparison]

Ad Material Plan A

Ad Format

Exposure

Reach

Link Clicks

Clicks (Total)

Result

CTR

CPC

CPM

Video

15

15

1

1

1

6.67%

RM0.23

RM15.33

Collection

4,086

1,867

112

111

112

2.72%

RM0.82

RM22.28

Slide

620

601

6

6

6

0.97%

RM0.90

RM8.69

Image

22

14

-

-

-

-

-

RM3.64


Ad Material Plan B

Ad Format

Exposure

Reach

Link Clicks

Clicks (Total)

Result

CTR

CPC

CPM

Collection

3,727

1,829

74

72

74

1.93%

RM1.18

RM22.74


Results

  1. In the case of 'Plan A (4 ad creatives)', it is possible to confirm that the ads were focused on a specific ad (collection).

  2. In 'Plan A (4 ad creatives)', the CTR was 6.67%, but the sample size was too small, so if we exclude that, the most popular ad is the collection format with a CTR of 2.72%.

  3. Both 'Plan A (4 ad creatives)' and 'Plan B (1 ad creative)' used the same collection, but there was a performance difference of CTR 0.79 and CPC 108 KRW.

  4. Overall, the 'collection ad format' showed the best performance in terms of impressions, reach, and other metrics.

 

[Uniqueness by Text]


💡 Text-analyzed video, low or low result data in image advertising format, impossible to measure (Image performance: click x, video performance: click 1)


 

[Exposure Location]



[Before & Present]

Plan A ads (Collection)

Exposure

Reach

Outocme

CTR

CPC

CPM

Audience Network (Native, Banner and Full screen)

3,456

1,599

99

2.84%

RM0.83

RM23.45

Audience Network (Rewarded Video)

610

325

13

2.13%

RM0.74

RM15.77

Plan B ads (Collection)

Exposure

Reach

결과

CTR

CPC

CPM

Audience Network (Native, Banner and Full screen)

2,925

1,481

66

2.19%

RM1.13

RM24.63

Audience Network (Rewarded Video)

732

363

8

1.09%

RM1.47

RM16.05


Top Position performance (Written based on results.)

Test A

Test B

💡 Plan A_4 Ads Materials (image, video, collection, slide)

  • Audience Network native, banner, and full-page ads: CTR: 2.93% / CPC: RM 0.94 / CPM:RM27.53

  • Audience Network Reward Video: CTR: 1.90% / CPC: RM 1.18 / CPM:RM22.40

💡Plan B_1 Ad Material (image)

  • Facebook Facebook Feed: CTR: 0.46% / CPC: RM 1.39 / CPM: RM 6.32

  • Audience Network (Native, Banner, and Full-Page Ads): CTR: 0.09% / CPC: RM 3.07 / CPM: RM2.90

💡 Plan A_4 Ads Materials (image, video, collection, slide)

  • Audience Network native, banner, and full-page ads: CTR: 2.84% / CPC: RM 0.83 / CPM:RM23.45

  • Audience Network Reward Video: CTR: 2.13% / CPC: RM 0.74 / CPM: RM15.77


💡Plan B_1 Ad Material (Collection)

  • Facebook Facebook Feed: CTR: 2.19% / CPC: RM 1.13 / CPM: RM24.63

  • Audience Network (Native, Banner, and Full-Page Ads): CTR: 1.09% / CPC: RM 1.47 / CPM: RM16.05

Results

  1. Similar to the previous test, the 'Audience Network Native' and 'Audience Network Rewarded' ad placements showed the best performance and the highest number of impressions.

  2. While the 'Facebook Feed' placement was third in the previous ad test, in this test, the 'Facebook Reels' placement took the third position, with a difference of 0.1% in CPR (cost per result), which was 0.5% and 0.4% respectively.

  3. For images and videos, the overall result values are 0 or 1, and the only exception was a result of 6 in the carousel format, but the actual placement-wise results were 2 or 1, so this data has been excluded.





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