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How your customers’
social circles influence
what they do
where they go
what they buy.
@padday
Hi, my name is Paul Adams. You can find me on Twitter.
I work at Facebook, in the Ads team. Iʼm the Product Manager for Ads user experience, basically helping to figure out what advertising should be on Facebook in the future.
WHAT IʼM TAKING YOU THROUGH TODAY ARE MY OWN THOUGHTS, NOT NECESSARILY THOSE OF FACEBOOK.
The web is being rebuilt around people.
People live in networks.
Networks determine how people influence
each other.
I want to talk to you about three things today, and here they are.
Almost anyone working in the online commerce, advertising or marketing space will need to become familiar with these three things in the foreseeable future.
The web
is being rebuilt
around people.
1 2 3
BOLTED ON FROM THE
GROUND UP
Letʼs look at what has happened in the past 10 years. The web was originally built to link static documents together (left), but evolved to incorporate social media (center), and weʼre now
seeing a web built around people, where their profiles and content are moving with them as they visit different websites (right).
Letʼs look at some examples. Up until recently, most of us chose hotels by going online and looking at aggregated reviews. But these reviews are appended to hotels. Bolted on.
Look what is happening now.
We can see which of my friends has been to Tokyo. The experience of looking for a Tokyo hotel is now oriented around my friends. A web rebuilt around people.
Here is another example. The New York Times. There is a bar along the top showing which of my friends have read or recommended articles.
Sites that we give permission to will know who we are, and who are friends are.
So youʼre going to appear as your Facebook identity on this Government website. Your profile follows you, and your network of connections follows you.
Review
Tweet
This is also starting to happen in search results. Weʼre starting to see results from people we know.
Hereʼs another example from Yelp.
My identity and friends from Facebook are here on Yelp.
Weʼre also seeing the world of commerce starting to reorient itself around people. This is Living Social, a Groupon competitor.
With Living Social, you get your deal for free if you get three friends to also buy the deal. The product is oriented around people and their interactions.
The web
is being rebuilt
around people.
This is an undeniable fact. Businesses are going to have to understand this and adapt, or other more disruptive companies will take their place.
So, why is the
web being rebuilt
around people?
Itʼs pretty obvious why this is happening.
In a nutshell, the internet is catching up with offline life.
Social networks are not new. For thousands of years, people have formed into groups, built strong and weak relationships with others, formed allegiances, and spread rumor and gossip. The
emergence of the social web is simply our online world catching up with our offline world.
http://lucasgalo.files.wordpress.com/2009/01/h-and-g-lg.jpg
What is critical to understand is that as technology changes the tools we use to communicate, we still use the same behavior patterns that we evolved over those thousands of years.
social
is a way of thinking
The social web, and all social media that operate within it, is a way of thinking as opposed to a new channel. Itʼs not about sales, or ads, or click-through rates. Itʼs about pursuing
relationships and fostering communities of consumers. Itʼs about rethinking how you make plans when your business is built around your customers, with them in control.
Whatʼs our
social strategy?
I often hear people say things like this. This is wrong. You canʼt bolt it on.
Itʼs like electricity.
social
Itʼs better to think of social in the same way as designers of electronic appliances think of electricity. Itʼs just there, it's the hub, powering other things.
The web
is being rebuilt
around people.
OK. So the web is being rebuilt around people.
So, why is this
important to me?
Buy this? No.
People are increasingly using the web to get the information they need from each other, rather than from businesses.
People always sourced information from each other offline. But up until now, online information retrieval tending to be from a business to a person.
?
People are increasingly likely to find out about products and brands from their friends rather than from your business. It means that it is much harder to control how people first come to
experience your messages.
This is already happening. Timbuk2 are an awesome local bag company in San Francisco.
Here we can see a review on their homepage. We donʼt know who this person is, but in the future weʼll know things like who out of our friends has bought this bag, who has bought this
brand, who bought competitor brands, what do our friends think of this brand, and weʼll have ways to communicate with them to ask their opinion.
You need to reorient your
business around people.
if you don't, someone else will
There is only one way
to do this.
And itʼs not easy.
Understand what motivates
people to act in the way
that they do.
Understand behavior.
Not technology.
The worst thing you can do is focus on technology. Technology changes fast. It comes and goes. Human behavior changes slowly. Itʼs more predictable.
The web is being rebuilt
around people.
Understand what motivates
people to act in the way
that they do.
People live
in networks.
If we want to understand what motivates people to act in the way that they do, we need to understand that people live in networks. When we think of our customers, itʼs easier to think about
people in isolation. People as independent actors. But that doesnʼt exist. People live in networks.
Peopleʼs networks influence almost every aspect of their lives. What they do. Where they go. What brands they prefer. What products they buy.
flickr.com/photos/nguyentrung/140844453/
There are people all around us almost all the time.
This is increasing as more people move to and dwell in urban environments.
flickr.com/photos/superciliousness/37622331/
On our way to work.
flickr.com/photos/ikhlasulamal/2466065770/
On our smoke break.
flickr.com/photos/bouldair/5434725720/
When we try on clothes.
flickr.com/photos/rocketboom/1054630311/
When we eat dinner.
flickr.com/photos/armandolobos/3782717711/
When we play sports.
flickr.com/photos/dominicspics/176971797/
When we go for a drink.
People live
in networks.
So, what do
these networks
look like?
To build businesses oriented around social behavior, we need to understand what peopleʼs networks look like.
People have
multiple
independent
groups of friends.
The first thing to know, is that people have multiple independent groups of friends.
They look like this. Multiple, independent groups, usually made up of less than 10 people.
Lifestage
Hobby
Shared experience
These groups form around life stages, hobbies or shared experiences.
People have
different types
of relationships.
The second thing to know about peopleʼs networks is that we have different relationships with different people, and are closer to some people than others. Each relationship between two
people is unique.
Letʼs look at one of these groups.
Although our groups of friends are small, usually containing less than 10 people, not all members of the group are equal.
We are closer to some than others.
We trust some people in a group on one set of topics, and others on a different set. We trust on of our friends more on good places to eat, another on good places to go on vacation. Think
about how this is true in your own life.
Although every single relationship is unique...
Strong ties
Weak ties
Temporary ties
...we have a framework for thinking about the different types of relationships people have with others. Strong ties. Weak ties. Temporary Ties.
Strong ties
Strong ties are the people you care about most. The people you trust deeply.
10
Most people have less than 10 strong ties.
Weak ties
Let's look at weak ties. Weak ties are people you know, but don't care much about. Your friends' friends. Some people you met recently. Typically, we communicate with weak ties infrequently. 
150
So we can only stay up-to-date with up to 150 weak ties.
http://lucasgalo.files.wordpress.com/2009/01/h-and-g-lg.jpg
Remember our friend in the neolithic village? Villages were 150 people. Same is true for Roman army, online games, wikipedia.
Temporary ties
Temporary ties are people that you have no recognized relationship with, but that you temporarily interact with.
flickr.com/photos/jamesjin/58723031/
A store assistant,
flickr.com/photos/truckpr/3788915432/sizes/l/
a call center employee,
the person who wrote the online hotel review,
the person who answered your forum question,
the person who commented on your YouTube video,
the person who you bought from on eBay.
Temporary ties
Once the task has been completed, temporary ties are unlikely to interact again. You don't know these people beyond the one conversation you had, or the words they typed and whatever
online profile they have. Your interaction with them is temporary. With the rise of user generated content online, temporary ties are becoming more important.
10 Strong ties
150 Weak ties
Temporary ties
That was a lot of information - let's recap.
The independent
groups are
connected by
individuals.
The person in the centre is connecting these four independent groups. And each person here is connected in turn to other groups.
So just thinking about 10 strong ties.
Letʼs remove the other people. So just 10 strong ties.
Letʼs spread it out a bit so we can see better.
Now letʼs assume that each of those people is connected to 4 groups. So, heʼs connected to 4 groups...
Heʼs connected to 4 groups...
Heʼs connected to 4 groups...
Sheʼs connected to 4 groups...
All 10 strong ties are connected to 4 groups - then that is 40 groups. Look at how many people are connected together! Many hundreds. Itʼs already impossible to see the wood from the
trees.
The people who
connect groups
are not special.
Which basically means this.
10 strong ties 100 strong ties 1,000 strong ties 10,000 strong ties
So letʼs look at this another way. If each person has 10 strong ties, and they pass a message onto each of their strong ties - buy this brand, vote for this candidate, go here on vacation, then
that message only has to be passed on 3 times to reach 10,000 people. Remember, this is 10,000 people who have been told something by someone they are very close to, someone they
trust deeply.
People live in networks.
Their networks are made of
small connected groups.
The people who connect
groups are not special.
Networks
determine how
people influence
each other.
So that leads me to the third thing I want to talk about today - the topic of influence. We've learned that people live in networks. These networks influence where they go, what they do, and
what they buy.
What their social network looks like
What they have experienced before
There are two primary factors in understanding whether someone can be influenced: 
- What their social network looks like
- What they have experienced before
Iʼm only going to focus on the top one today.
We often look
to others
when making
decisions.
This may sound obvious but letʼs look into some detail around this.
People try to behave rationally, they try to make objective decisions, but other factors mean that they can't. The problem is that we all have limited access to information, and limited memory.
Because of this, we have learned to rely on others to help us make decisions. We assume that other people know things we don't. In fact, we do this so often, that we automatically look to
the actions of others, even when the answer is obvious.
Our network
structure impacts
who we ask.
When it comes to deciding who to look to to help make a decision, the structure of their social network is a major factor.
How many connections we have.
Who knows whom.
The strength of our relationships.
The proportion using different brands.
This includes how big the network is, and who is connected to whom. For example, more connections within our groups can reinforce a behavior. If one of our friends recommends
something, we may consider it. If three of our friends recommend something, weʼre almost certainly going to consider it. Before ideas can reinforce themselves within groups, they need to
enter the group from somewhere else. Some group members need to know people in other groups.
A B
BLOGGER
Consider these two social networks: In social network A, ideas canʼt spread between the groups because no one is a member of more than one group. Even though one person is a
prominent blogger, that community just talks to one another and ideas canʼt cascade to the other groups.
In social network B, two people are in two groups. Both of these people can pass ideas from one of their groups to the other. When it comes to creating cascades and trends, looking for
networks with connected groups is more important than looking for one highly connected person. To maximize the spreading of ideas, it is important that ideas are seeded in social networks
that have connected groups, and have groups where most of the members know each other.
BLOGGER FRIENDS
Hereʼs a simple example. Letʼs imagine an “influencer” was telling me to buy Adidas. But two of my other friends are telling me to buy Puma. Who do you think is more influential?
Understanding how people influence each other is not simple. It's certainly not as simple as many people believe - that there are a small number of very influential people in society, and if
you reach and influence them, they will influence hundreds, thousands and even millions of others. Many research studies have shown that other factors play a much bigger part in how
people are influenced.
For starters, weʼve seen that peopleʼs networks donʼt look like the diagram at the top.
We saw earlier that they look more like this.
Weʼre heavily
influenced by the
people around
us.
So letʼs break this down.
flickr.com/photos/joanna8555/4041537710/
Studies into buying behavior and decision making have consistently found that we are disproportionally influenced by the opinions and actions of the people around us. These can be the
people around us in a physical space. Studies have shown that students with studious roommates become more studious themselves, and diners sitting next to heavy eaters tend to eat
more.
Voting studies from the 1940s showed that when it came to deciding who to vote for, people were less influenced by the media, and much more heavily influenced by members of their family
and close friends. This is also true with buying behavior today. This study might be 60-70 years old, but remember that these behaviors are hard wired into all of us.
Whether
someone can be
influenced is as
important as the
strength of the
influencer.
Influential?
Influenceable?
There may be some individuals who have great influence, but it is without doubt that how people influence each other has many other factors. A key insight is that when we study how people
influence each other, it's important to focus on the person being influenced as well as the person doing the influencing.
People have varying thresholds for adopting new ideas. Our threshold is influenced by experience, such as good or bad past experiences with a brand. Itʼs also influenced by whether we
have a risk-averse personality and deep-set habits.
Our strong ties
influence us the
most.
Research on buying behavior and decision making have consistently found that we are disproportionately influenced by the opinions and actions of the people we are closest to emotionally
—our family, our best friends, and sometimes some of our co-workers.
Buy this OK
Strong ties often wield the most influence over peopleʼs decisions.  For example, they are often the biggest factor in purchase decisions. Think about the last time you consulted a friend on
whether to buy something. Chances are, it was quite recently. 
Youʼre unlikely to buy this Mercedes because Roger Federer is sitting on the bonnet. People canʼt relate to celebrities. If celebrity endorsement worked as a way to change peopleʼs behavior,
weʼd all be skinny.
So the best way to think about this is that the “influentials”, the highly connected people, the domain experts, the celebrities, they can only make us aware. They are not going to influence big
changes in behavior. If we want to influence how people decide, we need to focus on strong ties.
We’re influenced by the
people around us.
Mostly by our strong ties.
The web is being rebuilt around people.
Social behavior is tens of thousands of years old.
Understand what motivates people to act in the way that they do.
People live in networks.
Their networks are made of small connected groups.
The people who connect the groups are not special.
Weʼre influenced by the people around us.
Mostly by our strong ties.
Weʼre increasing
our reliance on
our social
networks to make
decisions.
[The web will increase our reliance on our social network to make decisions]
Information Memory
The web is increasing the volume of information available to us, but our capacity for memory isn't changing. So it's likely that we'll increasingly turn to others to make decisions. There was
once a time when we picked what restaurant to eat in by looking in the window. But now, we often can't decide without pulling out our phones and searching the web for reviews from people
who have eaten there before.
Weʼre not going to turn to strangers, weʼre going to turn to the people closest to. Just as we have always done.
And it looks like this.
Awareness Consideration Preference Action Loyalty
The first thing. Stop using this funnel to think about consumer behavior. It doesnʼt exist. People donʼt act in a rational way. Nothing could be further from the truth. People live in networks.
They are constantly influenced by the many things going on around them.
Iʼm not the first person to tell you this. There has been a lot of talk in the past couple of years about the funnel, and how it doesnʼt reflect how people behave anymore. For example,
McKinsey did some research and mapped out this consumer journey - but this also considers people as independent actors. It doesnʼt take fully into account the fact that people live in
networks. It treats people as being isolated from other people.
Forrester also published a new type of funnel. Here is their diagram. They do talk about other people, including recommendations from friends, but I donʼt think this diagram will help you sell
ideas to your manager.
Show people this diagram instead of the funnel. The second thing. Get really good at targeting and focus on strong ties. People are most influenced by their strong ties. Find the right people
for you - people whose attributes match that of your brand, your product - people whose lifestyles mean that they are likely to want and love your brand. Find these people and make it easy
for them to tell their friends who may be interested.
The main argument to this is that you canʼt get reach. But you can. Think about this person in the middle. She has 6 strong ties.
Now imagine each of her friends have 6 strong ties. That is 36 people who have been told by their close friends.
Now imagine each of those people told 6 strong ties. Thatʼs 216. This scales fast.
1000 passionate fans.
They each told 10 friends.
Who each told 10 friends.
Imagine you had 1000 passionate fans. Almost every brand has at least 1000 people who love what they do, even if it flies in the face of popular opinion. Imagine they each told 10 friends,
and those friends each told 10 friends about how great you are, or your new product, or how you make them feel.
Thatʼs 100,000 people who
have been told by someone
they care about and trust.
This approach scales. Donʼt be afraid to focus on highly targeted small connected groups of strong ties.
Thank you!
The web is being rebuilt around people.
Social behavior is tens of thousands of years old.
Understand what motivates people to act in the way that they do.
People live in networks.
Their networks are made of small connected groups.
The people who connect the groups are not special.
Weʼre influenced by the people around us.
Mostly by our strong ties.
Find out more:
www.thinkoutsidein.com/blog/2010/07/data-behind-real-life-social-network/
@padday

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How Social Networks Influence Customer Behavior

  • 1. How your customers’ social circles influence what they do where they go what they buy.
  • 2. @padday Hi, my name is Paul Adams. You can find me on Twitter. I work at Facebook, in the Ads team. Iʼm the Product Manager for Ads user experience, basically helping to figure out what advertising should be on Facebook in the future. WHAT IʼM TAKING YOU THROUGH TODAY ARE MY OWN THOUGHTS, NOT NECESSARILY THOSE OF FACEBOOK.
  • 3. The web is being rebuilt around people. People live in networks. Networks determine how people influence each other. I want to talk to you about three things today, and here they are. Almost anyone working in the online commerce, advertising or marketing space will need to become familiar with these three things in the foreseeable future.
  • 4. The web is being rebuilt around people.
  • 5. 1 2 3 BOLTED ON FROM THE GROUND UP Letʼs look at what has happened in the past 10 years. The web was originally built to link static documents together (left), but evolved to incorporate social media (center), and weʼre now seeing a web built around people, where their profiles and content are moving with them as they visit different websites (right).
  • 6. Letʼs look at some examples. Up until recently, most of us chose hotels by going online and looking at aggregated reviews. But these reviews are appended to hotels. Bolted on.
  • 7. Look what is happening now.
  • 8. We can see which of my friends has been to Tokyo. The experience of looking for a Tokyo hotel is now oriented around my friends. A web rebuilt around people.
  • 9. Here is another example. The New York Times. There is a bar along the top showing which of my friends have read or recommended articles.
  • 10. Sites that we give permission to will know who we are, and who are friends are.
  • 11. So youʼre going to appear as your Facebook identity on this Government website. Your profile follows you, and your network of connections follows you.
  • 12. Review Tweet This is also starting to happen in search results. Weʼre starting to see results from people we know.
  • 14. My identity and friends from Facebook are here on Yelp.
  • 15.
  • 16.
  • 17. Weʼre also seeing the world of commerce starting to reorient itself around people. This is Living Social, a Groupon competitor.
  • 18. With Living Social, you get your deal for free if you get three friends to also buy the deal. The product is oriented around people and their interactions.
  • 19. The web is being rebuilt around people. This is an undeniable fact. Businesses are going to have to understand this and adapt, or other more disruptive companies will take their place.
  • 20. So, why is the web being rebuilt around people? Itʼs pretty obvious why this is happening.
  • 21. In a nutshell, the internet is catching up with offline life. Social networks are not new. For thousands of years, people have formed into groups, built strong and weak relationships with others, formed allegiances, and spread rumor and gossip. The emergence of the social web is simply our online world catching up with our offline world.
  • 22. http://lucasgalo.files.wordpress.com/2009/01/h-and-g-lg.jpg What is critical to understand is that as technology changes the tools we use to communicate, we still use the same behavior patterns that we evolved over those thousands of years.
  • 23. social is a way of thinking The social web, and all social media that operate within it, is a way of thinking as opposed to a new channel. Itʼs not about sales, or ads, or click-through rates. Itʼs about pursuing relationships and fostering communities of consumers. Itʼs about rethinking how you make plans when your business is built around your customers, with them in control.
  • 24. Whatʼs our social strategy? I often hear people say things like this. This is wrong. You canʼt bolt it on.
  • 25. Itʼs like electricity. social Itʼs better to think of social in the same way as designers of electronic appliances think of electricity. Itʼs just there, it's the hub, powering other things.
  • 26. The web is being rebuilt around people. OK. So the web is being rebuilt around people.
  • 27. So, why is this important to me?
  • 28. Buy this? No. People are increasingly using the web to get the information they need from each other, rather than from businesses. People always sourced information from each other offline. But up until now, online information retrieval tending to be from a business to a person.
  • 29. ? People are increasingly likely to find out about products and brands from their friends rather than from your business. It means that it is much harder to control how people first come to experience your messages.
  • 30. This is already happening. Timbuk2 are an awesome local bag company in San Francisco.
  • 31. Here we can see a review on their homepage. We donʼt know who this person is, but in the future weʼll know things like who out of our friends has bought this bag, who has bought this brand, who bought competitor brands, what do our friends think of this brand, and weʼll have ways to communicate with them to ask their opinion.
  • 32. You need to reorient your business around people. if you don't, someone else will
  • 33. There is only one way to do this. And itʼs not easy.
  • 34. Understand what motivates people to act in the way that they do.
  • 35. Understand behavior. Not technology. The worst thing you can do is focus on technology. Technology changes fast. It comes and goes. Human behavior changes slowly. Itʼs more predictable.
  • 36. The web is being rebuilt around people. Understand what motivates people to act in the way that they do.
  • 37. People live in networks. If we want to understand what motivates people to act in the way that they do, we need to understand that people live in networks. When we think of our customers, itʼs easier to think about people in isolation. People as independent actors. But that doesnʼt exist. People live in networks. Peopleʼs networks influence almost every aspect of their lives. What they do. Where they go. What brands they prefer. What products they buy.
  • 38. flickr.com/photos/nguyentrung/140844453/ There are people all around us almost all the time. This is increasing as more people move to and dwell in urban environments.
  • 46. So, what do these networks look like? To build businesses oriented around social behavior, we need to understand what peopleʼs networks look like.
  • 47. People have multiple independent groups of friends. The first thing to know, is that people have multiple independent groups of friends.
  • 48. They look like this. Multiple, independent groups, usually made up of less than 10 people.
  • 49. Lifestage Hobby Shared experience These groups form around life stages, hobbies or shared experiences.
  • 50. People have different types of relationships. The second thing to know about peopleʼs networks is that we have different relationships with different people, and are closer to some people than others. Each relationship between two people is unique.
  • 51. Letʼs look at one of these groups.
  • 52. Although our groups of friends are small, usually containing less than 10 people, not all members of the group are equal.
  • 53. We are closer to some than others.
  • 54. We trust some people in a group on one set of topics, and others on a different set. We trust on of our friends more on good places to eat, another on good places to go on vacation. Think about how this is true in your own life.
  • 55. Although every single relationship is unique...
  • 56. Strong ties Weak ties Temporary ties ...we have a framework for thinking about the different types of relationships people have with others. Strong ties. Weak ties. Temporary Ties.
  • 57. Strong ties Strong ties are the people you care about most. The people you trust deeply.
  • 58. 10 Most people have less than 10 strong ties.
  • 59. Weak ties Let's look at weak ties. Weak ties are people you know, but don't care much about. Your friends' friends. Some people you met recently. Typically, we communicate with weak ties infrequently. 
  • 60. 150 So we can only stay up-to-date with up to 150 weak ties.
  • 61. http://lucasgalo.files.wordpress.com/2009/01/h-and-g-lg.jpg Remember our friend in the neolithic village? Villages were 150 people. Same is true for Roman army, online games, wikipedia.
  • 62. Temporary ties Temporary ties are people that you have no recognized relationship with, but that you temporarily interact with.
  • 65. the person who wrote the online hotel review,
  • 66. the person who answered your forum question,
  • 67. the person who commented on your YouTube video,
  • 68. the person who you bought from on eBay.
  • 69. Temporary ties Once the task has been completed, temporary ties are unlikely to interact again. You don't know these people beyond the one conversation you had, or the words they typed and whatever online profile they have. Your interaction with them is temporary. With the rise of user generated content online, temporary ties are becoming more important.
  • 70. 10 Strong ties 150 Weak ties Temporary ties That was a lot of information - let's recap.
  • 72. The person in the centre is connecting these four independent groups. And each person here is connected in turn to other groups.
  • 73. So just thinking about 10 strong ties.
  • 74. Letʼs remove the other people. So just 10 strong ties.
  • 75. Letʼs spread it out a bit so we can see better.
  • 76. Now letʼs assume that each of those people is connected to 4 groups. So, heʼs connected to 4 groups...
  • 77. Heʼs connected to 4 groups...
  • 78. Heʼs connected to 4 groups...
  • 79. Sheʼs connected to 4 groups...
  • 80. All 10 strong ties are connected to 4 groups - then that is 40 groups. Look at how many people are connected together! Many hundreds. Itʼs already impossible to see the wood from the trees.
  • 81. The people who connect groups are not special. Which basically means this.
  • 82. 10 strong ties 100 strong ties 1,000 strong ties 10,000 strong ties So letʼs look at this another way. If each person has 10 strong ties, and they pass a message onto each of their strong ties - buy this brand, vote for this candidate, go here on vacation, then that message only has to be passed on 3 times to reach 10,000 people. Remember, this is 10,000 people who have been told something by someone they are very close to, someone they trust deeply.
  • 83. People live in networks. Their networks are made of small connected groups. The people who connect groups are not special.
  • 84. Networks determine how people influence each other. So that leads me to the third thing I want to talk about today - the topic of influence. We've learned that people live in networks. These networks influence where they go, what they do, and what they buy.
  • 85. What their social network looks like What they have experienced before There are two primary factors in understanding whether someone can be influenced:  - What their social network looks like - What they have experienced before Iʼm only going to focus on the top one today.
  • 86. We often look to others when making decisions. This may sound obvious but letʼs look into some detail around this.
  • 87. People try to behave rationally, they try to make objective decisions, but other factors mean that they can't. The problem is that we all have limited access to information, and limited memory. Because of this, we have learned to rely on others to help us make decisions. We assume that other people know things we don't. In fact, we do this so often, that we automatically look to the actions of others, even when the answer is obvious.
  • 88. Our network structure impacts who we ask. When it comes to deciding who to look to to help make a decision, the structure of their social network is a major factor.
  • 89. How many connections we have. Who knows whom. The strength of our relationships. The proportion using different brands. This includes how big the network is, and who is connected to whom. For example, more connections within our groups can reinforce a behavior. If one of our friends recommends something, we may consider it. If three of our friends recommend something, weʼre almost certainly going to consider it. Before ideas can reinforce themselves within groups, they need to enter the group from somewhere else. Some group members need to know people in other groups.
  • 90. A B BLOGGER Consider these two social networks: In social network A, ideas canʼt spread between the groups because no one is a member of more than one group. Even though one person is a prominent blogger, that community just talks to one another and ideas canʼt cascade to the other groups. In social network B, two people are in two groups. Both of these people can pass ideas from one of their groups to the other. When it comes to creating cascades and trends, looking for networks with connected groups is more important than looking for one highly connected person. To maximize the spreading of ideas, it is important that ideas are seeded in social networks that have connected groups, and have groups where most of the members know each other.
  • 91. BLOGGER FRIENDS Hereʼs a simple example. Letʼs imagine an “influencer” was telling me to buy Adidas. But two of my other friends are telling me to buy Puma. Who do you think is more influential?
  • 92. Understanding how people influence each other is not simple. It's certainly not as simple as many people believe - that there are a small number of very influential people in society, and if you reach and influence them, they will influence hundreds, thousands and even millions of others. Many research studies have shown that other factors play a much bigger part in how people are influenced.
  • 93. For starters, weʼve seen that peopleʼs networks donʼt look like the diagram at the top.
  • 94. We saw earlier that they look more like this.
  • 95. Weʼre heavily influenced by the people around us. So letʼs break this down.
  • 96. flickr.com/photos/joanna8555/4041537710/ Studies into buying behavior and decision making have consistently found that we are disproportionally influenced by the opinions and actions of the people around us. These can be the people around us in a physical space. Studies have shown that students with studious roommates become more studious themselves, and diners sitting next to heavy eaters tend to eat more.
  • 97. Voting studies from the 1940s showed that when it came to deciding who to vote for, people were less influenced by the media, and much more heavily influenced by members of their family and close friends. This is also true with buying behavior today. This study might be 60-70 years old, but remember that these behaviors are hard wired into all of us.
  • 98. Whether someone can be influenced is as important as the strength of the influencer.
  • 99. Influential? Influenceable? There may be some individuals who have great influence, but it is without doubt that how people influence each other has many other factors. A key insight is that when we study how people influence each other, it's important to focus on the person being influenced as well as the person doing the influencing.
  • 100. People have varying thresholds for adopting new ideas. Our threshold is influenced by experience, such as good or bad past experiences with a brand. Itʼs also influenced by whether we have a risk-averse personality and deep-set habits.
  • 101. Our strong ties influence us the most. Research on buying behavior and decision making have consistently found that we are disproportionately influenced by the opinions and actions of the people we are closest to emotionally —our family, our best friends, and sometimes some of our co-workers.
  • 102. Buy this OK Strong ties often wield the most influence over peopleʼs decisions.  For example, they are often the biggest factor in purchase decisions. Think about the last time you consulted a friend on whether to buy something. Chances are, it was quite recently. 
  • 103. Youʼre unlikely to buy this Mercedes because Roger Federer is sitting on the bonnet. People canʼt relate to celebrities. If celebrity endorsement worked as a way to change peopleʼs behavior, weʼd all be skinny.
  • 104. So the best way to think about this is that the “influentials”, the highly connected people, the domain experts, the celebrities, they can only make us aware. They are not going to influence big changes in behavior. If we want to influence how people decide, we need to focus on strong ties.
  • 105. We’re influenced by the people around us. Mostly by our strong ties.
  • 106. The web is being rebuilt around people. Social behavior is tens of thousands of years old. Understand what motivates people to act in the way that they do. People live in networks. Their networks are made of small connected groups. The people who connect the groups are not special. Weʼre influenced by the people around us. Mostly by our strong ties.
  • 107. Weʼre increasing our reliance on our social networks to make decisions. [The web will increase our reliance on our social network to make decisions]
  • 108. Information Memory The web is increasing the volume of information available to us, but our capacity for memory isn't changing. So it's likely that we'll increasingly turn to others to make decisions. There was once a time when we picked what restaurant to eat in by looking in the window. But now, we often can't decide without pulling out our phones and searching the web for reviews from people who have eaten there before.
  • 109. Weʼre not going to turn to strangers, weʼre going to turn to the people closest to. Just as we have always done.
  • 110. And it looks like this.
  • 111. Awareness Consideration Preference Action Loyalty The first thing. Stop using this funnel to think about consumer behavior. It doesnʼt exist. People donʼt act in a rational way. Nothing could be further from the truth. People live in networks. They are constantly influenced by the many things going on around them.
  • 112. Iʼm not the first person to tell you this. There has been a lot of talk in the past couple of years about the funnel, and how it doesnʼt reflect how people behave anymore. For example, McKinsey did some research and mapped out this consumer journey - but this also considers people as independent actors. It doesnʼt take fully into account the fact that people live in networks. It treats people as being isolated from other people.
  • 113. Forrester also published a new type of funnel. Here is their diagram. They do talk about other people, including recommendations from friends, but I donʼt think this diagram will help you sell ideas to your manager.
  • 114. Show people this diagram instead of the funnel. The second thing. Get really good at targeting and focus on strong ties. People are most influenced by their strong ties. Find the right people for you - people whose attributes match that of your brand, your product - people whose lifestyles mean that they are likely to want and love your brand. Find these people and make it easy for them to tell their friends who may be interested.
  • 115. The main argument to this is that you canʼt get reach. But you can. Think about this person in the middle. She has 6 strong ties.
  • 116. Now imagine each of her friends have 6 strong ties. That is 36 people who have been told by their close friends.
  • 117. Now imagine each of those people told 6 strong ties. Thatʼs 216. This scales fast.
  • 118. 1000 passionate fans. They each told 10 friends. Who each told 10 friends. Imagine you had 1000 passionate fans. Almost every brand has at least 1000 people who love what they do, even if it flies in the face of popular opinion. Imagine they each told 10 friends, and those friends each told 10 friends about how great you are, or your new product, or how you make them feel.
  • 119. Thatʼs 100,000 people who have been told by someone they care about and trust. This approach scales. Donʼt be afraid to focus on highly targeted small connected groups of strong ties.
  • 121. The web is being rebuilt around people. Social behavior is tens of thousands of years old. Understand what motivates people to act in the way that they do. People live in networks. Their networks are made of small connected groups. The people who connect the groups are not special. Weʼre influenced by the people around us. Mostly by our strong ties. Find out more: www.thinkoutsidein.com/blog/2010/07/data-behind-real-life-social-network/ @padday