SlideShare uma empresa Scribd logo
1 de 15
Baixar para ler offline
GAININGFacebookEDGE: Change
    Evaluating the
                   AN Algorithm
    M80 | GroupM Next Predictive Insights




                                            Image credit: http://www.zastavki.com/eng/Computers/Social_networks/wallpaper-28089-19.htm
Thursday, December 13, 12
THE SITUATION
    The Facebook Algorithm Change

     •   Facebook implemented changes to their algorithm on September 20th, 2012
     •   It was designed to minimize spam + complaints, and improve the consumer experience
               The thought was that Post Engagement would improve
               With the update Reach of an individual post would diminish




Thursday, December 13, 12
ANALYSIS
     What did we measure?

     • We evaluated 25 different brands
            More than 3,000 posts
     • Change in Reach
            Reach = % of fans that see a brand’s post
     • Change in Engagement
            % of posts that create a “Story”
            % of posts that create “Consumption”




Thursday, December 13, 12
WHAT DOES THE FACEBOOK
    ALGORITHM CHANGE MEAN FOR
    BRANDS?
    Impact on Organic Reach




                                Image Credit: http://wazzeh.com/wp-content/uploads/2012/11/The-power-Of-Facebook-Marketing.jpg


Thursday, December 13, 12
ORGANIC REACH HAS FALLEN
    As Facebook had indicated


                                For the brands we studied, before Facebook made the
                                changes to their algorithm, brand posts would reach
                                15.56% of their fan base on average.
                                As expected, after the changes to the Facebook algorithm
                                the reach has gone done. Now, brand posts only reach
                                9.62% of their fan base on average.
                                This amount to a 38% drop in reach.
                                Understanding the reach has decreased, we now want to
                                dive deeper into the change in reach by type of post to see
                                if all post types have seen a drop in reach.




Thursday, December 13, 12
STATUS UPDATES HELP INCREASE REACH
    After EdgeRank Algorithm Change

                                While we have observed a drop in reach across post types
                                by a brand -- Photo, Link, Video, and Share posts,
                                surprisingly Status Updates have actually seen an
                                improvement in organic reach.
                                Considering that the recent algorithm changes were targeted
                                at ensuring brand posts reach the most engaged parts of
                                your fan base, it makes sense that Facebook has increased
                                the penetration of brand messaging through Status Updates.
                                These fans have liked your page to stay up to date with the
                                brand, and our research suggests that the new Facebook
                                algorithm has improved our ability to promote our updates.
                                Evaluating the data at this level brands can begin to build
                                strategies that help them optimize under the new Facebook
                                algorithm. For the brands we studied, this data reveals that
                                to maintain organic reach brands should shift an increased
                                focus on pushing engaging status updates.




Thursday, December 13, 12
WHAT DOES THE FACEBOOK
    ALGORITHM CHANGE MEAN FOR
    BRANDS?
    Impact on Engagement




                                Image Credit: http://wazzeh.com/wp-content/uploads/2012/11/The-power-Of-Facebook-Marketing.jpg


Thursday, December 13, 12
POST ENGAGEMENT HAS IMPROVED
    After EdgeRank Algorithm Change

                                 For the brands we studied, before Facebook made the
                                 changes to their algorithm, 0.76% of post impressions
                                 generated a story. In other words, before the changes, one
                                 out of every 132 impressions generated a story.
                                 After the changes to the Facebook algorithm the
                                 Engagement has improved. Now, 1.49% of post impressions
                                 generate stories. Another way of saying that is, one out of
                                 every 67 impressions generate a story.
                                 This amounts to a 96% increase in engagement.
                                 Understanding the engagement has improved, we now want
                                 to dive deeper into the engagement by type of post to see if
                                 all post types have seen this pattern of lift.




Thursday, December 13, 12
SHARES NOW WORSE AT DRIVING STORIES
    After EdgeRank Algorithm Change

                               We evaluated the changes in engagement through Stories
                               by post type. Stories are a very active way of engaging with
                               a posts and include Sharing, liking, or commenting on your
                               post, Answering a question, or Responding to an event.
                               We have seen engagement rates increase for most of the
                               post types we evaluated.
                               Photos, Status Updates, Links, and Videos have seen an
                               increase in engagement.
                               However, Shares posted by a brand are experiencing a
                               substantial drop in engagement rates. Knowing that these
                               changes to the Facebook algorithm are designed to make
                               sure brand posts are being delivered to fans that are truly
                               interested in interacting with a brand, it is not surprising
                               that these fans a now less likely to engage with posts
                               where a brand is sharing someone else’s content.




Thursday, December 13, 12
SHARES NOW WORSE AT DRIVING CONSUMPTION
    After EdgeRank Algorithm Change


                              We also evaluated the changes in engagement through
                              Consumption by post type. Consumption should be viewed
                              as a broader metric for measuring engagement.
                              Consumption includes all of the Story actions, but
                              additionally includes click activity that does not produce a
                              story.
                              Examples of these actions include clicking on a posted
                              photo to expand the image or playing a posted video.
                              Photos, Links, and Videos have seen an increase in
                              engagement through Consumption.
                              Status Updates and Shares are experiencing a decrease in
                              engagement rates of Consumption.




Thursday, December 13, 12
ENGAGEMENT STILL MATTERS
    After EdgeRank Algorithm Change
                               We now understand that reach of organic posts have decreased, but engagement with
                               those posts has increased.
                               The last detail we wanted to evaluate was: how do engagement and reach work
                               together? Specifically, if a post is highly engaging, does it experience a higher reach? If
                               yes, by how much? And, has that changed since the advent of the new Facebook
                               algorithm?
                               We found that engaging content does in fact increase the organic reach of a post. Our
                               analysis revealed that, before the Facebook algorithm change, when a post experienced
                               higher than average engagement, that post would see an average lift in organic reach
                               of 71.43%.
                               Given that the recent Facebook algorithm change has been promoted as a move to
                               emphasize the importance of engaging content, we expected that engaging content
                               would have a greater impact on organic reach after the algorithm change. However, our
                               research did not find that to be the case.
                               Surprisingly, after the changes to the Facebook algorithm, the impact of engagement on
                               organic reach has decreased. Engaging content does still improve organic reach, but
                               not as much as it previously did. Since the Facebook algorithm change, when a post
                               experiences higher than average engagement, that post sees an average lift in organic
                               reach of 21.43%.
                               So, while engagement rates have increased on average, the benefit that engagement
                               gives to increasing organic reach has decreased.




Thursday, December 13, 12
WHAT CAN BRANDS DO ABOUT IT?
    Optimize against the algorithm




                                     Image Credit: http://wazzeh.com/wp-content/uploads/2012/11/The-power-Of-Facebook-Marketing.jpg


Thursday, December 13, 12
MAKING BACK Change GROUND
    After EdgeRank Algorithm
                             LOST
                                    For the brands we studied, before Facebook made the
                                    changes to their algorithm, brand posts would reach
                                    15.56% of their fan base on average.
                                    As expected, after the changes to the Facebook algorithm
                                    the reach has decreased to 9.62%.
                                    But brands don’t have to simply accept the drop in reach. In
                                    an effort to optimize organic reach, we went back and
                                    simulated a posting and content plan using the insights we
                                    learned through this study.
                                    For this plan we maximized post types with increased
                                    organic reach and minimized post types with decreased
                                    organic coverage. In our simulation, we also considered post
                                    types that generate strong engagement and therefore
                                    increase reach.
                                    After developing the optimized posting plan, we estimated
                                    the organic reach of our new plan to be 12.4%.
                                    Unfortunately, the optimized posting plan still does not
                                    return our brands to the 15.56% reach they were
                                    experiencing before.
                                    This means that, in order to recapture the performance that
                                    brands enjoyed before the new Facebook algorithm, brands
                                    will likely have to supplement their organic social strategies
                                    with paid social strategies.




Thursday, December 13, 12
CLOSING INSIGHTS
     Facebook Algorithm Change

     •   Reach has fallen by 38%
     •   Engagement has increased
              96% increase in Stories per Impression
              59% increase in Consumption per Impression

     •   Evaluate what is effective for your brand
               Develop a posting plan and schedule based on what works for your client or brand




Thursday, December 13, 12
JEFF SEMONES Company
     President - M80 A GroupM
     jeff@m80.com
     323.806.4716

                                                              Thank You
     As a co-founding partner and President of M80 Jeff is responsible for overseeing business
     and strategic development along with managing client and partner relations. Jeff also
     nurtures the integration of M80’s social media expertise into the sister agencies within
     GroupM and WPP. Since 1999, he has been instrumental in the evolution of M80 as an
     industry leading social media innovator. Over the years Jeff strived to broaden and diversify
     a client base that includes Audi, Discover Card, Glaxo Smith Kline, Ford, Warner Brothers,
     Macy’s, At&t, Microsoft and Dell to name a few. Prior to M80, Jeff worked in the
     Contemporary Music department of the William Morris Agency, the culmination of more than
     ten years in the music and entertainment industries. Jeff earned a Bachelor of Business
     Administration degree with a major in Marketing from the University of Iowa.




Thursday, December 13, 12

Mais conteúdo relacionado

Semelhante a Gaining and Edge: Evaluating the Facebook Algorithm Change

Facebook Insights: POV dec15
Facebook Insights: POV dec15Facebook Insights: POV dec15
Facebook Insights: POV dec15Matt Heindl
 
Ebook Edgerank Unveiled_Wildfire
Ebook Edgerank Unveiled_Wildfire Ebook Edgerank Unveiled_Wildfire
Ebook Edgerank Unveiled_Wildfire Dung Tri
 
Optimizing Facebook Engagement
Optimizing Facebook EngagementOptimizing Facebook Engagement
Optimizing Facebook Engagementstu.Dio
 
Social Media Changes - Dec 2012
Social Media Changes - Dec 2012Social Media Changes - Dec 2012
Social Media Changes - Dec 2012Astek Consulting
 
SMO Tips for Better-performing Posts to Facebook and Twitter
SMO Tips for Better-performing Posts to Facebook and TwitterSMO Tips for Better-performing Posts to Facebook and Twitter
SMO Tips for Better-performing Posts to Facebook and TwitterEvgeny Tsarkov
 
social media marketing
social media marketingsocial media marketing
social media marketingdmstudent
 
3 New Facebook Promotional Engagement Models
3 New Facebook Promotional Engagement Models3 New Facebook Promotional Engagement Models
3 New Facebook Promotional Engagement ModelsTom Edwards
 
Socialbakers
SocialbakersSocialbakers
SocialbakersCrushIQ
 
Facebook algorithm
Facebook algorithm Facebook algorithm
Facebook algorithm YumnaHafeez
 
Mastering Facebook Edgerank
Mastering Facebook EdgerankMastering Facebook Edgerank
Mastering Facebook EdgerankIntrapromote
 
Engagement interaction as a scientific approach to Facebook Marketing
Engagement interaction as a scientific approach to Facebook MarketingEngagement interaction as a scientific approach to Facebook Marketing
Engagement interaction as a scientific approach to Facebook MarketingTechglimpse
 
Using the benefits of facebook timeline for brands to your advantage
Using the benefits of facebook timeline for brands to your advantageUsing the benefits of facebook timeline for brands to your advantage
Using the benefits of facebook timeline for brands to your advantageBlack Box Social Media
 
Creating Fresh and Attractive Content
Creating Fresh and Attractive Content Creating Fresh and Attractive Content
Creating Fresh and Attractive Content Annabelle Atchison
 
Facebook Zero: Considering Life After the Demise of Organic Reach
Facebook Zero:  Considering Life After the Demise of Organic ReachFacebook Zero:  Considering Life After the Demise of Organic Reach
Facebook Zero: Considering Life After the Demise of Organic ReachOgilvy Consulting
 
Facebook Zero: Considering Life After the Demise of Organic Reach
Facebook Zero: Considering Life After the Demise of Organic ReachFacebook Zero: Considering Life After the Demise of Organic Reach
Facebook Zero: Considering Life After the Demise of Organic ReachAlan Martínez
 
The Complete Guide to Facebook Analytics
The Complete Guide to Facebook AnalyticsThe Complete Guide to Facebook Analytics
The Complete Guide to Facebook AnalyticsĐức Lê
 
Understanding engaegement s mju
Understanding engaegement  s mjuUnderstanding engaegement  s mju
Understanding engaegement s mjuMoe Ayyad
 
The Complete Guide to Instagram Analytics
The Complete Guide to Instagram Analytics The Complete Guide to Instagram Analytics
The Complete Guide to Instagram Analytics Boris Loukanov
 

Semelhante a Gaining and Edge: Evaluating the Facebook Algorithm Change (20)

Facebook Insights: POV dec15
Facebook Insights: POV dec15Facebook Insights: POV dec15
Facebook Insights: POV dec15
 
Facebook edgerank
Facebook edgerankFacebook edgerank
Facebook edgerank
 
Ebook Edgerank Unveiled_Wildfire
Ebook Edgerank Unveiled_Wildfire Ebook Edgerank Unveiled_Wildfire
Ebook Edgerank Unveiled_Wildfire
 
Optimizing Facebook Engagement
Optimizing Facebook EngagementOptimizing Facebook Engagement
Optimizing Facebook Engagement
 
Social Media Changes - Dec 2012
Social Media Changes - Dec 2012Social Media Changes - Dec 2012
Social Media Changes - Dec 2012
 
SMO Tips for Better-performing Posts to Facebook and Twitter
SMO Tips for Better-performing Posts to Facebook and TwitterSMO Tips for Better-performing Posts to Facebook and Twitter
SMO Tips for Better-performing Posts to Facebook and Twitter
 
social media marketing
social media marketingsocial media marketing
social media marketing
 
Case study
Case studyCase study
Case study
 
3 New Facebook Promotional Engagement Models
3 New Facebook Promotional Engagement Models3 New Facebook Promotional Engagement Models
3 New Facebook Promotional Engagement Models
 
Socialbakers
SocialbakersSocialbakers
Socialbakers
 
Facebook algorithm
Facebook algorithm Facebook algorithm
Facebook algorithm
 
Mastering Facebook Edgerank
Mastering Facebook EdgerankMastering Facebook Edgerank
Mastering Facebook Edgerank
 
Engagement interaction as a scientific approach to Facebook Marketing
Engagement interaction as a scientific approach to Facebook MarketingEngagement interaction as a scientific approach to Facebook Marketing
Engagement interaction as a scientific approach to Facebook Marketing
 
Using the benefits of facebook timeline for brands to your advantage
Using the benefits of facebook timeline for brands to your advantageUsing the benefits of facebook timeline for brands to your advantage
Using the benefits of facebook timeline for brands to your advantage
 
Creating Fresh and Attractive Content
Creating Fresh and Attractive Content Creating Fresh and Attractive Content
Creating Fresh and Attractive Content
 
Facebook Zero: Considering Life After the Demise of Organic Reach
Facebook Zero:  Considering Life After the Demise of Organic ReachFacebook Zero:  Considering Life After the Demise of Organic Reach
Facebook Zero: Considering Life After the Demise of Organic Reach
 
Facebook Zero: Considering Life After the Demise of Organic Reach
Facebook Zero: Considering Life After the Demise of Organic ReachFacebook Zero: Considering Life After the Demise of Organic Reach
Facebook Zero: Considering Life After the Demise of Organic Reach
 
The Complete Guide to Facebook Analytics
The Complete Guide to Facebook AnalyticsThe Complete Guide to Facebook Analytics
The Complete Guide to Facebook Analytics
 
Understanding engaegement s mju
Understanding engaegement  s mjuUnderstanding engaegement  s mju
Understanding engaegement s mju
 
The Complete Guide to Instagram Analytics
The Complete Guide to Instagram Analytics The Complete Guide to Instagram Analytics
The Complete Guide to Instagram Analytics
 

Gaining and Edge: Evaluating the Facebook Algorithm Change

  • 1. GAININGFacebookEDGE: Change Evaluating the AN Algorithm M80 | GroupM Next Predictive Insights Image credit: http://www.zastavki.com/eng/Computers/Social_networks/wallpaper-28089-19.htm Thursday, December 13, 12
  • 2. THE SITUATION The Facebook Algorithm Change • Facebook implemented changes to their algorithm on September 20th, 2012 • It was designed to minimize spam + complaints, and improve the consumer experience The thought was that Post Engagement would improve With the update Reach of an individual post would diminish Thursday, December 13, 12
  • 3. ANALYSIS What did we measure? • We evaluated 25 different brands More than 3,000 posts • Change in Reach Reach = % of fans that see a brand’s post • Change in Engagement % of posts that create a “Story” % of posts that create “Consumption” Thursday, December 13, 12
  • 4. WHAT DOES THE FACEBOOK ALGORITHM CHANGE MEAN FOR BRANDS? Impact on Organic Reach Image Credit: http://wazzeh.com/wp-content/uploads/2012/11/The-power-Of-Facebook-Marketing.jpg Thursday, December 13, 12
  • 5. ORGANIC REACH HAS FALLEN As Facebook had indicated For the brands we studied, before Facebook made the changes to their algorithm, brand posts would reach 15.56% of their fan base on average. As expected, after the changes to the Facebook algorithm the reach has gone done. Now, brand posts only reach 9.62% of their fan base on average. This amount to a 38% drop in reach. Understanding the reach has decreased, we now want to dive deeper into the change in reach by type of post to see if all post types have seen a drop in reach. Thursday, December 13, 12
  • 6. STATUS UPDATES HELP INCREASE REACH After EdgeRank Algorithm Change While we have observed a drop in reach across post types by a brand -- Photo, Link, Video, and Share posts, surprisingly Status Updates have actually seen an improvement in organic reach. Considering that the recent algorithm changes were targeted at ensuring brand posts reach the most engaged parts of your fan base, it makes sense that Facebook has increased the penetration of brand messaging through Status Updates. These fans have liked your page to stay up to date with the brand, and our research suggests that the new Facebook algorithm has improved our ability to promote our updates. Evaluating the data at this level brands can begin to build strategies that help them optimize under the new Facebook algorithm. For the brands we studied, this data reveals that to maintain organic reach brands should shift an increased focus on pushing engaging status updates. Thursday, December 13, 12
  • 7. WHAT DOES THE FACEBOOK ALGORITHM CHANGE MEAN FOR BRANDS? Impact on Engagement Image Credit: http://wazzeh.com/wp-content/uploads/2012/11/The-power-Of-Facebook-Marketing.jpg Thursday, December 13, 12
  • 8. POST ENGAGEMENT HAS IMPROVED After EdgeRank Algorithm Change For the brands we studied, before Facebook made the changes to their algorithm, 0.76% of post impressions generated a story. In other words, before the changes, one out of every 132 impressions generated a story. After the changes to the Facebook algorithm the Engagement has improved. Now, 1.49% of post impressions generate stories. Another way of saying that is, one out of every 67 impressions generate a story. This amounts to a 96% increase in engagement. Understanding the engagement has improved, we now want to dive deeper into the engagement by type of post to see if all post types have seen this pattern of lift. Thursday, December 13, 12
  • 9. SHARES NOW WORSE AT DRIVING STORIES After EdgeRank Algorithm Change We evaluated the changes in engagement through Stories by post type. Stories are a very active way of engaging with a posts and include Sharing, liking, or commenting on your post, Answering a question, or Responding to an event. We have seen engagement rates increase for most of the post types we evaluated. Photos, Status Updates, Links, and Videos have seen an increase in engagement. However, Shares posted by a brand are experiencing a substantial drop in engagement rates. Knowing that these changes to the Facebook algorithm are designed to make sure brand posts are being delivered to fans that are truly interested in interacting with a brand, it is not surprising that these fans a now less likely to engage with posts where a brand is sharing someone else’s content. Thursday, December 13, 12
  • 10. SHARES NOW WORSE AT DRIVING CONSUMPTION After EdgeRank Algorithm Change We also evaluated the changes in engagement through Consumption by post type. Consumption should be viewed as a broader metric for measuring engagement. Consumption includes all of the Story actions, but additionally includes click activity that does not produce a story. Examples of these actions include clicking on a posted photo to expand the image or playing a posted video. Photos, Links, and Videos have seen an increase in engagement through Consumption. Status Updates and Shares are experiencing a decrease in engagement rates of Consumption. Thursday, December 13, 12
  • 11. ENGAGEMENT STILL MATTERS After EdgeRank Algorithm Change We now understand that reach of organic posts have decreased, but engagement with those posts has increased. The last detail we wanted to evaluate was: how do engagement and reach work together? Specifically, if a post is highly engaging, does it experience a higher reach? If yes, by how much? And, has that changed since the advent of the new Facebook algorithm? We found that engaging content does in fact increase the organic reach of a post. Our analysis revealed that, before the Facebook algorithm change, when a post experienced higher than average engagement, that post would see an average lift in organic reach of 71.43%. Given that the recent Facebook algorithm change has been promoted as a move to emphasize the importance of engaging content, we expected that engaging content would have a greater impact on organic reach after the algorithm change. However, our research did not find that to be the case. Surprisingly, after the changes to the Facebook algorithm, the impact of engagement on organic reach has decreased. Engaging content does still improve organic reach, but not as much as it previously did. Since the Facebook algorithm change, when a post experiences higher than average engagement, that post sees an average lift in organic reach of 21.43%. So, while engagement rates have increased on average, the benefit that engagement gives to increasing organic reach has decreased. Thursday, December 13, 12
  • 12. WHAT CAN BRANDS DO ABOUT IT? Optimize against the algorithm Image Credit: http://wazzeh.com/wp-content/uploads/2012/11/The-power-Of-Facebook-Marketing.jpg Thursday, December 13, 12
  • 13. MAKING BACK Change GROUND After EdgeRank Algorithm LOST For the brands we studied, before Facebook made the changes to their algorithm, brand posts would reach 15.56% of their fan base on average. As expected, after the changes to the Facebook algorithm the reach has decreased to 9.62%. But brands don’t have to simply accept the drop in reach. In an effort to optimize organic reach, we went back and simulated a posting and content plan using the insights we learned through this study. For this plan we maximized post types with increased organic reach and minimized post types with decreased organic coverage. In our simulation, we also considered post types that generate strong engagement and therefore increase reach. After developing the optimized posting plan, we estimated the organic reach of our new plan to be 12.4%. Unfortunately, the optimized posting plan still does not return our brands to the 15.56% reach they were experiencing before. This means that, in order to recapture the performance that brands enjoyed before the new Facebook algorithm, brands will likely have to supplement their organic social strategies with paid social strategies. Thursday, December 13, 12
  • 14. CLOSING INSIGHTS Facebook Algorithm Change • Reach has fallen by 38% • Engagement has increased 96% increase in Stories per Impression 59% increase in Consumption per Impression • Evaluate what is effective for your brand Develop a posting plan and schedule based on what works for your client or brand Thursday, December 13, 12
  • 15. JEFF SEMONES Company President - M80 A GroupM jeff@m80.com 323.806.4716 Thank You As a co-founding partner and President of M80 Jeff is responsible for overseeing business and strategic development along with managing client and partner relations. Jeff also nurtures the integration of M80’s social media expertise into the sister agencies within GroupM and WPP. Since 1999, he has been instrumental in the evolution of M80 as an industry leading social media innovator. Over the years Jeff strived to broaden and diversify a client base that includes Audi, Discover Card, Glaxo Smith Kline, Ford, Warner Brothers, Macy’s, At&t, Microsoft and Dell to name a few. Prior to M80, Jeff worked in the Contemporary Music department of the William Morris Agency, the culmination of more than ten years in the music and entertainment industries. Jeff earned a Bachelor of Business Administration degree with a major in Marketing from the University of Iowa. Thursday, December 13, 12