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Perfect Viral Ad prediction of Super bowl 2022
using Tease, Test, Tweak and Target method
Prof. Gerard Tellis
Prof. Arif Ansari
& Mr. Yusuf Ansari
(Intuition Intelligence Inc.)
Superbowl 2022 Key Facts
• The Super Bowl Ad slot costs $7 million, and a few Super Bowl ads go viral each year. A
viral ad can potentially double or triple the Super Bowl audience.
• The Super Bowl is one of the last remaining mass-market TV events; Super Bowl Ads slots
sell 18 months in advance.
• Many Super Bowl 2022 Advertisers tried to do the Tease, Test, Tweak, and Target method
in an Adhoc way. But unfortunately, A/B testing of Ads is an old method, and it does not
help to improve the virality and resonance of an Ad.
References: Three Questions to ask before investing in the 2023 Super Bowl by Gerard J. Tellis, Yusuf Ansari and Arif Ansari - WARC Exclusive, May 2022
METHODOLOGY TO PREDICT VIRAL ADS
INSIDE THE CONTENT & OUTSIDE THE CONTENT
Focused Study-based Analysis
Prof. Gerard J. Tellis and co-authors built
a model to predict the virality of Ads
using the Focused study method with
70+ factors. This method was modified
for Super Bowl 2022.
Social Media Effect on the Audience
Intuition Intelligence Inc’s Deep Learning
Viral Prediction Model using live social
media effect. It is based on two Machine
Learning Engines working in unison.
Panel based Analysis predicts Virality based on
Video Content Characteristics
Based on Audience drivers of Shares
Mixed-Effects Model based on Information-Focused
Content, Emotional-Focused Content, Commercial Content,
Etc.,
Panel scores presence of various items in the content,
including Celebrities, Animals, Brands introduction, Etc.,
Panel raters need training to score the content
Virality is estimated based on 70+ factors
Updated for Super Bowl Analysis
Deep Learning Model: Predicts
Virality based on Social Effects
Viral Grade is a rank ordered score
• Viral Rank 1 is the best
• The score generally ranges from
1 to 10,000
• The wide range is developed for
millions of contents posted per
day
• It auto adjusts for Genre, Topics
It is based on two Engines
• Viral Prediction Engine and Super
Relevance Engine.
Virality is based on 400+ different
variables
Super Bowl Ads – Ad hoc Testing observed
Adhoc Tease, Test, Tweak, and Target methodology in Super Bowl by GM's Dr. EV-il Ad & BMW's Zeus and Hera Ad
Viral Ranks
Super Bowl
Ads on Jan
26th, 2022
Brand Name Ad Title
VG Rank on
Jan 26th Views
Predicted
ROAS Date Published
Pepsi
The Call | Pepsi Super Bowl LVI Halftime Show
OFFICIAL TRAILER 8 9,233,180 10.36 Thu, 01/20/2022 - 21:45
Pepsico Road to Super Bowl LVI | PepsiCo 118 167,072 4.31 Thu, 01/13/2022 - 22:19
AT&T “A Lot In Common” | AT&T Fiber 281 388,149 2.22 Tue, 01/25/2022 - 23:35
Cheetos Questions 305 1,993,397 1.56 Thu, 01/20/2022 - 01:22
Doritos Trailer 318 37,252 2.77
Mon, 01/24/2022 -
22:35
Doritos Paw Prints 354 67,927 2.62
Mon, 01/24/2022 -
22:34
Lay's
Lay’s | “Big Fan” Super Bowl LVI Commercial
Teaser #1 655 2,666,525 1.42 Thu, 01/20/2022 - 19:51
Budweiser Budweiser | Super Bowl Teaser 2022 1002 2,348 1.03
Wed, 01/26/2022 -
22:02
Vroom
Vroom Official Big Game Commercial 2022 |
Flake the Musical 1295 5,463 1.46 Thu, 01/20/2022 - 22:09
Rocket
Mortgage
Rocket Mortgage Super Bowl Squares Ad 2022
| Enter Now! 2903 87,928 1.1
Wed, 01/12/2022 -
13:00
Note:
a. A lower VG rank value indicates a higher video performance, with a VG value of 1 being the best.
b. ROAS is the Return On Ad Spend
Intuition Intelligence Confidential 7
8
256+ Ad Variants were released for Super Bowl 2022
9
Ads like BMW scored very well on Panel Based Analysis because
of Emotions, Celebrity, Twist, etc.
Ads like Alexa
Mind Reader
scored well on
both Panel based
Analysis & Social
Media Effects
10
The First-Ever All-Electric Chevy Silverado – New Generation (The Sopranos) | Chevrolet
11
Viral – Across the International Audience
but did not do well with US Audience polling
because Turkish Airlines (International
brand)
Viral – Flattery & Newness
Performs Terrible on Panel Analysis
A lot of Influencers created content.
Scored well in the Social Media Effect
“Call to Action”
12
Outliers
Super Bowl Comparison Results
Rank Top 15- USA Today Ad Age Intuition Intelligence (Deep Learning & Panel)
1 Rocket Rocket Coinbase
2 Amazon Toyota Amazon
3 Doritos GM Chevrolet
4 Kia Google Nissan
5 Toyota UberEats Turkish Airlines
6 Lays Expedia Budweiser-Clydes
7 BMW Chevrolet BMW
8 NFL Lays Google
9 E-Trade BMW GM
10 Nissan Amazon SquareSpace
11 Michelob-ultra-bowling Kia NFL
12 GM NFL Doritos
13 Budweiser -Clydes Verizon Kia
14 Verizon FTX Toyota
15 FTX SquareSpace Verizon
13
Engineering
Virality into
content using
Systematic
Tease, Test,
Tweak and
Target method
Intuition Intelligence Confidential 14
Bajaj Pulsar
Chalklines
Ad Campaign
Objective
Campaign to emphasis the
importance of social
distancing during the covid
season
Video was created with the
ability to cut into multiple
versions
Intuition Intelligence Confidential 15
Instant feedback - Viral Grade Rank 1200 – Not good, not resonating with audience
Intuition Intelligence Confidential 16
Text Sentiments Feedback
Step 1: Tease – Release Bajaj Pulsar “Pulsar Chalklines” Ad
STEP2: TESTING PHASE IN YOUTUBE – GIVES THE FEEDBACKS
Intuition Intelligence Confidential 17
Thumbnail Feedback
1. Thumbnail is too busy to
understand the Bike Stunt
2. Title “Pulsar Chalklines” did not
convey the intended meaning
3. Tags were Not enough to make the
video “Search Engine Friendly”
Intuition Intelligence Confidential
18
Text Sentiments Feedback
Intuition Intelligence Confidential 19
Emotive Sentiments Feedback
Intuition Intelligence Confidential 20
Focused Group Feedback – Panel Analysis is not done
Intuition Intelligence Confidential 21
Comment Feedback – A Sample
Intuition Intelligence Confidential
22
Step3: Tweak
Intuition Intelligence Confidential 23
1. The Title was changed to “New Normal” in line with Brand Image
2. The Thumbnail was modified to bring in an element of surprise,
the audience were expecting a thrill ride stunt to make the Ad more clickable
and generate more organic views
3. New tags were added to make the Ad discoverable by “Search Engines”
Original Title: Pulsar Chalklines
New Title: New Normal
Viralizing Title, Tags and Description with resonating keywords
Intuition Intelligence Confidential 24
Result of Engineering Virality by modifying
Tags, Titles and Description
Tweak Iterations
Stunt Emotion &
Chalklines are hard to recognize as
it is too busy
Chalklines and Stunt
Emotion but failed on
Social distancing
Branding Message
Intuition Intelligence Confidential
25
Modifying the Thumbnail to make it more resonating
Tweaks Inside the Video
Stunt Emotion &
Chalklines are hard to recognize as
it is too busy
Chalklines and Stunt
Emotion but failed on
Social distancing
Branding Message
Intuition Intelligence Confidential
26
Modifying the Content Messaging based on Sentiment, Emoticon and Comments Feedback
We Viralized
Bajaj Pulsar
Chalk Lines
Campaign
ROI by 3X
Before Final
Intuition Intelligence Confidential 27
Step 4: Target – Campaign – Money spent for 40 million views
Net Result: Highly Viral Video with Viral Rank of 318 (Lower number are better)
Superbowl 2022
Conclusion
Conclusion
 Superbowl Ads are valuable assets for Brands
 Ad Hoc Tease, Test, Tweak and Target method increased Ads Virality and Reach.
General Motor’s Dr. EV-il commercial & others
 The Dual model was able to identify all the top 15 Viral Ads and it performed better than
the traditional agencies.
 Application of Systematic way of doing Tease, Test, Tweak and Target method was
demonstrated – This method is better than A/B testing of Ads
--------------
 Panel method largely Validates that the theoretical drivers of virality
 Funny Ad - BMW Zeus&Hera Ad
 Positive Emotions - Bud Clydesdale Horse and Dog
 Social Effects method is able to provide a confident viral score for all Ads
 Call to Action “Coin Base Ad” went viral even without any Emotive Content
 Evaluator Bias was observed in “Turkish Airlines Ad”
 Money Left on Table: Many brands missed the opportunity to further increase the reach by
doing “Spot Advertising (10-15 seconds)” to super targeted in the social media space.
28

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Predict Viral Super Bowl 2022 Ads using Tease, Test, Tweak Method

  • 1. Perfect Viral Ad prediction of Super bowl 2022 using Tease, Test, Tweak and Target method Prof. Gerard Tellis Prof. Arif Ansari & Mr. Yusuf Ansari (Intuition Intelligence Inc.)
  • 2. Superbowl 2022 Key Facts • The Super Bowl Ad slot costs $7 million, and a few Super Bowl ads go viral each year. A viral ad can potentially double or triple the Super Bowl audience. • The Super Bowl is one of the last remaining mass-market TV events; Super Bowl Ads slots sell 18 months in advance. • Many Super Bowl 2022 Advertisers tried to do the Tease, Test, Tweak, and Target method in an Adhoc way. But unfortunately, A/B testing of Ads is an old method, and it does not help to improve the virality and resonance of an Ad. References: Three Questions to ask before investing in the 2023 Super Bowl by Gerard J. Tellis, Yusuf Ansari and Arif Ansari - WARC Exclusive, May 2022
  • 3. METHODOLOGY TO PREDICT VIRAL ADS INSIDE THE CONTENT & OUTSIDE THE CONTENT Focused Study-based Analysis Prof. Gerard J. Tellis and co-authors built a model to predict the virality of Ads using the Focused study method with 70+ factors. This method was modified for Super Bowl 2022. Social Media Effect on the Audience Intuition Intelligence Inc’s Deep Learning Viral Prediction Model using live social media effect. It is based on two Machine Learning Engines working in unison.
  • 4. Panel based Analysis predicts Virality based on Video Content Characteristics Based on Audience drivers of Shares Mixed-Effects Model based on Information-Focused Content, Emotional-Focused Content, Commercial Content, Etc., Panel scores presence of various items in the content, including Celebrities, Animals, Brands introduction, Etc., Panel raters need training to score the content Virality is estimated based on 70+ factors Updated for Super Bowl Analysis
  • 5. Deep Learning Model: Predicts Virality based on Social Effects Viral Grade is a rank ordered score • Viral Rank 1 is the best • The score generally ranges from 1 to 10,000 • The wide range is developed for millions of contents posted per day • It auto adjusts for Genre, Topics It is based on two Engines • Viral Prediction Engine and Super Relevance Engine. Virality is based on 400+ different variables
  • 6. Super Bowl Ads – Ad hoc Testing observed Adhoc Tease, Test, Tweak, and Target methodology in Super Bowl by GM's Dr. EV-il Ad & BMW's Zeus and Hera Ad
  • 7. Viral Ranks Super Bowl Ads on Jan 26th, 2022 Brand Name Ad Title VG Rank on Jan 26th Views Predicted ROAS Date Published Pepsi The Call | Pepsi Super Bowl LVI Halftime Show OFFICIAL TRAILER 8 9,233,180 10.36 Thu, 01/20/2022 - 21:45 Pepsico Road to Super Bowl LVI | PepsiCo 118 167,072 4.31 Thu, 01/13/2022 - 22:19 AT&T “A Lot In Common” | AT&T Fiber 281 388,149 2.22 Tue, 01/25/2022 - 23:35 Cheetos Questions 305 1,993,397 1.56 Thu, 01/20/2022 - 01:22 Doritos Trailer 318 37,252 2.77 Mon, 01/24/2022 - 22:35 Doritos Paw Prints 354 67,927 2.62 Mon, 01/24/2022 - 22:34 Lay's Lay’s | “Big Fan” Super Bowl LVI Commercial Teaser #1 655 2,666,525 1.42 Thu, 01/20/2022 - 19:51 Budweiser Budweiser | Super Bowl Teaser 2022 1002 2,348 1.03 Wed, 01/26/2022 - 22:02 Vroom Vroom Official Big Game Commercial 2022 | Flake the Musical 1295 5,463 1.46 Thu, 01/20/2022 - 22:09 Rocket Mortgage Rocket Mortgage Super Bowl Squares Ad 2022 | Enter Now! 2903 87,928 1.1 Wed, 01/12/2022 - 13:00 Note: a. A lower VG rank value indicates a higher video performance, with a VG value of 1 being the best. b. ROAS is the Return On Ad Spend Intuition Intelligence Confidential 7
  • 8. 8 256+ Ad Variants were released for Super Bowl 2022
  • 9. 9 Ads like BMW scored very well on Panel Based Analysis because of Emotions, Celebrity, Twist, etc.
  • 10. Ads like Alexa Mind Reader scored well on both Panel based Analysis & Social Media Effects 10
  • 11. The First-Ever All-Electric Chevy Silverado – New Generation (The Sopranos) | Chevrolet 11
  • 12. Viral – Across the International Audience but did not do well with US Audience polling because Turkish Airlines (International brand) Viral – Flattery & Newness Performs Terrible on Panel Analysis A lot of Influencers created content. Scored well in the Social Media Effect “Call to Action” 12 Outliers
  • 13. Super Bowl Comparison Results Rank Top 15- USA Today Ad Age Intuition Intelligence (Deep Learning & Panel) 1 Rocket Rocket Coinbase 2 Amazon Toyota Amazon 3 Doritos GM Chevrolet 4 Kia Google Nissan 5 Toyota UberEats Turkish Airlines 6 Lays Expedia Budweiser-Clydes 7 BMW Chevrolet BMW 8 NFL Lays Google 9 E-Trade BMW GM 10 Nissan Amazon SquareSpace 11 Michelob-ultra-bowling Kia NFL 12 GM NFL Doritos 13 Budweiser -Clydes Verizon Kia 14 Verizon FTX Toyota 15 FTX SquareSpace Verizon 13
  • 14. Engineering Virality into content using Systematic Tease, Test, Tweak and Target method Intuition Intelligence Confidential 14
  • 15. Bajaj Pulsar Chalklines Ad Campaign Objective Campaign to emphasis the importance of social distancing during the covid season Video was created with the ability to cut into multiple versions Intuition Intelligence Confidential 15
  • 16. Instant feedback - Viral Grade Rank 1200 – Not good, not resonating with audience Intuition Intelligence Confidential 16 Text Sentiments Feedback Step 1: Tease – Release Bajaj Pulsar “Pulsar Chalklines” Ad
  • 17. STEP2: TESTING PHASE IN YOUTUBE – GIVES THE FEEDBACKS Intuition Intelligence Confidential 17
  • 18. Thumbnail Feedback 1. Thumbnail is too busy to understand the Bike Stunt 2. Title “Pulsar Chalklines” did not convey the intended meaning 3. Tags were Not enough to make the video “Search Engine Friendly” Intuition Intelligence Confidential 18
  • 19. Text Sentiments Feedback Intuition Intelligence Confidential 19
  • 20. Emotive Sentiments Feedback Intuition Intelligence Confidential 20
  • 21. Focused Group Feedback – Panel Analysis is not done Intuition Intelligence Confidential 21
  • 22. Comment Feedback – A Sample Intuition Intelligence Confidential 22
  • 23. Step3: Tweak Intuition Intelligence Confidential 23 1. The Title was changed to “New Normal” in line with Brand Image 2. The Thumbnail was modified to bring in an element of surprise, the audience were expecting a thrill ride stunt to make the Ad more clickable and generate more organic views 3. New tags were added to make the Ad discoverable by “Search Engines”
  • 24. Original Title: Pulsar Chalklines New Title: New Normal Viralizing Title, Tags and Description with resonating keywords Intuition Intelligence Confidential 24 Result of Engineering Virality by modifying Tags, Titles and Description
  • 25. Tweak Iterations Stunt Emotion & Chalklines are hard to recognize as it is too busy Chalklines and Stunt Emotion but failed on Social distancing Branding Message Intuition Intelligence Confidential 25 Modifying the Thumbnail to make it more resonating
  • 26. Tweaks Inside the Video Stunt Emotion & Chalklines are hard to recognize as it is too busy Chalklines and Stunt Emotion but failed on Social distancing Branding Message Intuition Intelligence Confidential 26 Modifying the Content Messaging based on Sentiment, Emoticon and Comments Feedback
  • 27. We Viralized Bajaj Pulsar Chalk Lines Campaign ROI by 3X Before Final Intuition Intelligence Confidential 27 Step 4: Target – Campaign – Money spent for 40 million views Net Result: Highly Viral Video with Viral Rank of 318 (Lower number are better)
  • 28. Superbowl 2022 Conclusion Conclusion  Superbowl Ads are valuable assets for Brands  Ad Hoc Tease, Test, Tweak and Target method increased Ads Virality and Reach. General Motor’s Dr. EV-il commercial & others  The Dual model was able to identify all the top 15 Viral Ads and it performed better than the traditional agencies.  Application of Systematic way of doing Tease, Test, Tweak and Target method was demonstrated – This method is better than A/B testing of Ads --------------  Panel method largely Validates that the theoretical drivers of virality  Funny Ad - BMW Zeus&Hera Ad  Positive Emotions - Bud Clydesdale Horse and Dog  Social Effects method is able to provide a confident viral score for all Ads  Call to Action “Coin Base Ad” went viral even without any Emotive Content  Evaluator Bias was observed in “Turkish Airlines Ad”  Money Left on Table: Many brands missed the opportunity to further increase the reach by doing “Spot Advertising (10-15 seconds)” to super targeted in the social media space. 28