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Does Google Still Need Links?
Off-Site Ranking Factors for 2017
MozCon, September 2016
@THCapper
http://dis.tl/RandTipping
@THCapper
http://dis.tl/RandTipping
@THCapper
PageRank & links were a proxy
for user behaviour
@THCapper
Google doesn’t need a proxy anymore
@THCapper
Google is a browser
@THCapper
Google is an ISP
@THCapper
Google is, of course,
a dominant search engine
@THCapper
& links have become a dirty signal
@THCapper
(Rand says) Build links that might
genuinely drive high quality traffic
@THCapper
Today, taking this further
@THCapper
I’m going to try to present both sides of
this argument
@THCapper
& I have some data to share with you
@THCapper
Don’t tweet this:
@THCapper
Do tweet this:
@THCapper
Over the next 30 minutes:
@THCapper
Has it already happened?
What could replace links?
What should you do next?
What could replace links?
What would you do?
@THCapper
Machine learning
@THCapper
http://dis.tl/LarryCTR
Brand
What if you could find a
way to measure brand?
We all struggle with this.
@THCapper
This is elementary for Google.
@THCapper
All of the above & much more besides
@THCapperhttp://dis.tl/CuttsPorn
All of these factors correlate
with each other, and links
@THCapper
Has it already happened?
What could replace links?
What should you do next?
Has it already happened?
What does Google say?
@THCapper
https://youtu.be/l8VnZCcl9J4
@THCapper
“And I can tell you what they are.
It is content. And it’s links pointing to your site.”
Andrey Lipattsev, Search Quality Senior Strategist, Google
https://youtu.be/l8VnZCcl9J4
@THCapper
Question: Are links already redundant?
●Google: No
End of talk?
Counterclaim:
Google is routinely wrong technically
correct about how Google works
@THCapper
Classic examples:
●HTTPS migrations pre-2016
●302s are as good as 301s
●Subdomains are as good as sub-folders
●CCTLDs are as good as .com
@THCapper
@THCapper
http://bit.ly/GaryDA
@THCapper
Question: Are links already redundant?
●Google: No
Correlations
Lots of people have found correlations
@THCapper
@THCapper
http://dis.tl/MozCorrelations
@THCapper
http://dis.tl/MozCorrelations
We all know that correlation
does not imply causation
@THCapper
But causation & coincidence
are not the only possibilities
@THCapper
We’ve all enjoyed this
@THCapper
http://dis.tl/TylerVigen
And this
@THCapper
http://dis.tl/TylerVigen
@THCapper
But how do these happen?
@THCapper
Potential Mechanisms
1. Complete coincidence - Nicholas Cage and drownings are in fact unrelated
(!)
@THCapper
Potential Mechanisms
1. Complete coincidence - Nicholas Cage and drownings are in fact unrelated
(!)
2. Linearity - both cheese consumption and bedsheet-related deaths are
trending linearly, and thus loosely correlated
@THCapper
Potential Mechanisms
1. Complete coincidence - Nicholas Cage and drownings are in fact unrelated
(!)
2. Linearity - both cheese consumption and bedsheet-related deaths are
trending linearly , and thus loosely correlated
@THCapper
Potential Mechanisms
1. Complete coincidence - Nicholas Cage and drownings are in fact unrelated
(!)
2. Linearity - both cheese consumption and bedsheet-related deaths are
trending linearly, and thus loosely correlated
3. Reverse causation - it is in fact drownings that cause Nicholas Cage films,
not vice versa
@THCapper
Potential Mechanisms
1. Complete coincidence - Nicholas Cage and drownings are in fact unrelated
(!)
2. Linearity - both cheese consumption and bedsheet-related deaths are
trending linearly, and thus loosely correlated
3. Reverse causation - it is in fact drownings that cause Nicholas Cage films,
not vice versa
4. Joint causation - both cheese consumption and deaths in bedsheets are
related to increasing affluence (& effluence)
@THCapper
Affluence causes:
●Cheese consumption
●Bedsheet deaths
@THCapper
Brand awareness causes:
●Links
●Rankings?
@THCapper
@THCapper
Question: Are links already redundant?
●Google: No
●Correlation Studies: Inconclusive
So how does brand awareness compare?
@THCapper
@THCapper
http://dis.tl/MozCorrelations
@THCapper
Moz Study My Study
17,600 queries from KWP 4,900 queries from STAT
@THCapper
Moz Study My Study
17,600 queries from KWP 4,900 queries from STAT
Top 50 results Top 10 results
@THCapper
Moz Study My Study
17,600 queries from KWP 4,900 queries from STAT
Top 50 results Top 10 results
Desktop only (?) Desktop & Smartphone
@THCapper
Moz Study My Study
17,600 queries from KWP 4,900 queries from STAT
Top 50 results Top 10 results
Desktop only (?) Desktop & Smartphone
Mean Spearman correlations Mean Spearman correlations
Quantifying Brand Awareness
@THCapper
Branded Search Volume
@THCapper
@THCapper
@THCapper
Therefore:
If you care about DA, you should care
about Branded Search Volume
@THCapper
& here’s another interesting thing
@THCapper
For my main data set, both variables are
incredibly statistically significant
@THCapper
@THCapper
DA significance:
99.99999999999999999999999999999999
99999999999999999999999%
Log(branded search volume) significance:
99.99999999999999999999999999999999
9999999999999999999999999999999999
9999999999999999999999999999%
@THCapper
For some clients, including both in the
same model knocks DA out of statistical
significance
@THCapper
What does this mean?
@THCapper
Branded Search Volume explains most
of what can be explained with DA
@THCapper
The reverse is not true.
@THCapper
(Yes I will be publishing this data)
@THCapper
@THCapper
Question: Are links already redundant?
●Google: No
●Correlation Studies: Inconclusive
●My Data: Yes
@THCapper
http://dis.tl/MarcusTober
Counterclaim: This might have been true
in 1998
@THCapper
Qualitatively, what does
ranking flux look like?
Real World Example 1: Flowers
@THCapper
Keyword: Flowers
Market: GB-en
Period: May-Dec 2016
Device: Smartphone
@THCapper
@THCapper
What do we notice?
1.Highly erratic
@THCapper
@THCapper
What do we notice?
1.Highly erratic
2.Interflora collapsed
@THCapper
@THCapper
What do we notice?
1.Highly erratic
2.Interflora collapsed
3.DA 33 site overtakes DA 53 site(s)
@THCapper
Old-school ranking factors:
1.On-site
2.Algorithm updates
3.Links
@THCapper
Old-school ranking factors:
1.On-site
2.Algorithm updates
3.Links
@THCapper
http://dis.tl/2016algo
@THCapper
Old-school ranking factors:
1.On-site
2.Algorithm updates
3.Links
@THCapper
Interflora.co.uk
Flyingflowers.co.uk
@THCapper
Interflora.co.uk
Flyingflowers.co.uk
40 domains
40 domains
@THCapper
Old-school ranking factors:
1.On-site
2.Algorithm updates
3.Links
@THCapper
This is not unusual.
@THCapper
Takeaway 1:
Google is continuously iterating
@THCapper
Takeaway 2:
(Users like) Aesthetics & Price
@THCapper
@THCapper
@THCapper
Real World Example 2: Fleximize.com
@THCapper
@THCapper
@THCapper
@THCapper
@THCapper
Content piece gains 168 referring domains
@THCapper
Content piece gains 22 referring domains
@THCapper
Content piece gains 191 referring domains
Takeaway:
Links move the needle ...sometimes?
@THCapper
Question: Are links already redundant?
●Google: No
●Correlation Studies: Inconclusive
●My Data: Yes
●Anecdotal: Mixed
@THCapper
So: Are links dead yet?
There is quantitative and qualitative
evidence to suggest that links are not
always the most important off-site factor.
@THCapper
Bringing all this together
An explanation that is consistent
with all of this
@THCapper
There are now two tiers.
@THCapper
1.At the competitive, data-rich top end,
links mean increasingly little
@THCapper
@THCapper
1.At the competitive, data-rich top end,
links mean increasingly little
2.But, for now, links might be a big part
of what gets you into that shortlist.
Has it already happened?
What could replace links?
What should you do next?
What should you do next?
Win at user testing
User testing for SEO: Places to start
@THCapper
User testing for SEO: Places to start
1. Panda surveys
@THCapper
https://youtu.be/At51X-aZ4Y4
User testing for SEO: Places to start
1. Panda surveys
2. Click-through rate experiments
@THCapper
User testing for SEO: Places to start
1. Panda surveys
2. Click-through rate experiments
3. Plain old CRO - especially focusing on initial bounce
@THCapper
User testing for SEO: Places to start
1. Panda surveys
2. Click-through rate experiments
3. Plain old CRO - especially focusing on initial bounce
4. All of the above: Mobile first
@THCapper
User testing for SEO: Places to start
1. Panda surveys
2. Click-through rate experiments
3. Plain old CRO - especially focusing on initial bounce
4. All of the above: Mobile first
None of this is new!
@THCapper
Win at brand awareness & perception
(Content marketing, anyone?)
@THCapper
(& this has additional benefits
outside of digital)
@THCapper
Google is trying to think like a person
@THCapper
So cut out the middleman:
Optimize for people
@THCapper
If you want to build links, think:
Would Google value this tactic
in a world without links?
@THCapper
Closing thoughts
Has it already happened?
What could replace links?
What should you do next?
Thank You
@THCapper

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SearchLove San Diego 2017 | Tom Capper | Does Google Still Need Links?

Notes de l'éditeur

  1. So, back in September, I was in Seattle for MozCon
  2. And this guy, who you may recognise as an up and coming face in our industry, gave a talk on link building
  3. During his introduction, Rand said something that really got me thinking - about how Google has gone from being a link analysis company, with a conceptual understanding of how users surf the web, To being a machine learning company that uses real world data to inform its results.
  4. In 1998, people navigated the web using links. Pages with lots of links in and out of them were the equivalent of the day of search engines and being a small number of links away from one of these key nodes was a big deal. It meant you were popular
  5. For a whole bunch of reasons, Google no longer needs a proxy for popularity
  6. For example, Google is a browser - imagine the data collection opportunities if you ran the world’s biggest browser and you wanted to figure out which websites are most popular
  7. A lot of research platforms in our space buy data from ISPs - Moz, Similarweb, Hitwise, for example It’s expensive and limited. But Google IS an ISP.
  8. And of course, they’re a dominant search engine - they know what people search for, and what they do next And this to name just a few of the ways that pagerank could be rendered redundant as a way of figuring out whether something is popular.
  9. And of course, compared to those methods, links are a pretty dirty signal. That’s our fault - we, as an industry, have polluted this data
  10. Rand’s conclusion that was we should understand what Google is trying to understand via links, and we should optimise for that In other words, we should build links that might genuinely drive high quality traffic
  11. Today, I want to take this a step further, and ask whether Google needs to use links at all
  12. Before we any further: At no point may you Tweet this
  13. If you do want to tweet something during this deck, tweet this. I’m advocating a little skepticism, not a complete paradigm shift
  14. Here are the three questions I aim to answer - we actually could have easily asked these 3 questions 5 years ago, and some people were doing But today I want to talk through their 2017 answers
  15. Right, question 1. If Google abandons links as its primary off site ranking factor, what next?
  16. This is actually something that, at Distilled, we often ask candidates in interviews. We say, if you had to build a search engine today, with access to Google’s resources, but only with your design, how would it work? And people whose background is in SEO often talk about links. People without an SEO background NEVER say links. The better answers of either kind, talk about machine learning.
  17. The cleverest answers are around machine learning, of course
  18. This is a slide from Larry Kim’s presentation at SearchLove London. What this shows, is that over time, the higher ranking positions are gaining click through rate. Despite 4 ads, despite answer boxes, and so on. And I think Larry is right when he says that one persuasive explanation of this is that it is a signature of machine learning - of Google procedurally optimising its own results for click through rate. I’ll tell you a story about what this looks like in the real world later
  19. Another option that you might not have thought about in this context is brand
  20. Quantifying brand is of course something that the marketing industry has struggled with for perhaps a century or more now
  21. But this is elementary for Google Branded search, click through rates, maybe even signals from gmail, appstore and so on.
  22. There’s no reason for Google to stick to one signal, of course
  23. In fact, Google has been working on this problem for years although this article says Last updated April 2015, it was actually first published in April 2014. And basically this concerns the use of popularity, which porn sites do have, as opposed to authority, which they don’t have
  24. But the difficult bit is picking all this apart, because of this. It’s very difficult to figure out which factor or factors are actually moving the needle, when they’re also so closely related to one another
  25. Way back in March last year, Google had come out and said that rankbrain was its third most important ranking factor, and someone asked in this Q&A what 1 & 2 were.
  26. And this search quality strategist at Google said, without explicitly giving a hierarchy, that they were content and links.
  27. So, pretty unequivocal from Google there. Links are still the big thing.
  28. Google has come out routinely over the years with bad SEO advice
  29. Some classic examples. And these cases, in my view, tend to be examples of Google getting more complicated than Google itself understands Just because links are an input, doesn’t mean they’re interacting with rankings in a way that’s easy to understand (more on this from Will)
  30. And, to complicate matters further, they also had this statement about domain authority - i.e., it’s not a thing, which rather confounds our traditional understanding of links as a ranking factor.
  31. Nonetheless: Google’s answer to our question is still no. Links are important, Google says.
  32. Now this is slightly unfair, because these aren’t exactly analogous - but this is what happens when we compare Moz’s domain authority correlation with those two we just looked at The maximum, by the way, is 1, which the drownings come impressively close to
  33. I’m going to talk to you about four potential mechanisms. You don’t have to remember what they’re called, I just want you to consider each possibility when you’re looking at, for example, a traffic drop on the same day as a Google update.
  34. Some mechanisms to think about before you claim that, for example, your work created an uplift
  35. So these two lines are perfectly correlated, because they’re both straight - and this can be a big problem when looking at trends over time, like cheese consumption
  36. Or in our case that whenever a site ranks first, it gets a load of links
  37. This last point is the badger
  38. And that would explain, in one fell swoop, all of these correlation studies
  39. So we have to say that, having failed to control for this, all those correlation studies are actually pretty inconclusive
  40. I just talked to you about this Moz study, and I actually decided to replicate it, and look at how brand awareness and links compare
  41. I talked to you earlier about this Moz study
  42. I talked to you earlier about this Moz study
  43. I talked to you earlier about this Moz study
  44. I talked to you earlier about this Moz study
  45. I talked earlier about how quantifying brand awareness is actually pretty difficult
  46. I’m using this as a proxy for brand awareness (If you want to know how to pull branded search volume for around 20,000 domains, come talk to me afterwards)
  47. This graph shows a data point for every site in my 10,000 pages of search results, with domain authority on one axis and branded search volume on the other It turns out that Domain Authority and Branded Search Volume are, as I alluded to earlier, already pretty closely related, but which is the better predictor of rankings?
  48. So the first thing to note is that using Moz’s methodology, branded search volume outperforms their best domain level link-based ranking factor A second and slightly less useful point is that domain authority is far more weakly correlated in my study than theirs - perhaps because I’m only using the top 10
  49. Nonetheless: If you would be concerned if I told you that your DA had dropped, then you should be looking at this metric AT LEAST as closely
  50. So when I looked at this data using regression analysis, I found that both of these variables were incredibly powerful - we’re talking about getting to 99.99999…. And 56 more 9s, % significant
  51. You might be familiar with this metric from CRO, where 95% is considered the benchmark That’s 56 9s
  52. And that’s 95
  53. But when I looked at this for client data rather than the big sample, typically only taking 500-1000 keywords, I noticed this
  54. But when I looked at this for client data rather than the big sample, typically only taking 500-1000 keywords, I noticed this
  55. And I’m not the only one finding this This graph is from Marcus Tober’s presentation at SearchLove London, and it shows rankings across the bottom vs. the average number of referring domains on the vertical axis - and it turns out that in the health vertical, the correlation is actually the opposite to what you’d expect Now neither Marcus nor I are saying that more links makes your rankings drop, but the point is that this is nuanced and that under certain circumstances links are fairly irrelevant
  56. This graph shows baserank over time for two sites - baserank being the ranking if we ignore SERP features like answer boxes So, what do we notice about this graph?
  57. Three things
  58. Both sites are all over the place on a week by week basis
  59. Three things
  60. This graph shows baserank over time for two sites - baserank being the ranking if we ignore SERP features like answer boxes So, what do we notice about this graph?
  61. Three things
  62. Our traditional understanding of what could cause this falls into these three buckets.
  63. We don’t have time to get stuck into wayback machine now, but you’ll have to take my word for it: neither of these sites had substantive changes in this period
  64. This is Moz’s record of every known algorithm change, which is available publicly on their website if you haven’t seen it. Obviously the algorithm is continuously evolving, but the the only named update during this period is related primarily to local packs.
  65. So, these graphs are from Majestic. They show newly discovered links over time. Neither site was rapidly gaining links in the run up to that drop, which is the blue area on the left
  66. In fact the biggest spikes on FlyingFlowers’ graph are comparable to the smallest weeks on Interflora’s. Incidentally it’s also not a question of link velocity - the above charts for August and September do not represent a significant departure from their historical norms
  67. So that leaves us without a sensible explanation for this
  68. And it’s not just those two sites by the way - when we add in the other competitors, this whole SERP is all over the place.
  69. My suggestions as to what Google is looking for in these iterations is this - aesthetics and price
  70. This is the Interflora page, which dropped away, and what I notice on this page is how busy it is, and the prices that are stuck up there.
  71. This is Flying Flowers - It’s a much lighter site, and the average price of a product on the homepage is about 30% less. That’s the biggest difference between these two sites - the actual content is nearly identical. But it’s all about that first impression.
  72. Fleximize is a company that sells small business loans, and worked with Distilled on a content campaign
  73. Okay, so this is a graph from STAT of their commercial keywords.
  74. You can see that in the middle of this graph, they go from having 4% of their keywords ranking between 4 and 10, to having the same number ranking between 1 and 3, where they’d previously had none - so this is still early days for their SEO success -
  75. And they also gain a bunch of extra keywords in the 11-20 bracket
  76. But if we look at how this happened - first there was a content piece which gained 168 referring domains, and did nothing to their commercial rankings
  77. Then another smaller one gained 22 referring domains, still nothing
  78. Then a piece gains 191, and suddenly everything moves
  79. Will and Rand did a Whiteboard Friday on this way back in 2012 But Panda was arguably the first big jump in Google looking to understand what users were looking for, so you could do a lot worse than replicating their research with your own site
  80. This is one of the types of thing that falls under SEO split testing - changing half your category pages, for example, with some alternative meta descriptions, and playing around with it to see what makes you more traffic I’m sure you’ll hear more about SEO split testing over the next couple of days
  81. Doing what you can to avoid that jump back to the search results when they do actually click through
  82. And of course, in all of these activities, do them first for mobile then figure out how it applies to desktop, not the other way round
  83. None of this is new! It’s just more important than ever that you get it right.
  84. (Vicke stealing this slide)
  85. This looks a lot like what has gone before
  86. My deck should be seen as part of a two part series with Vicke’s which you’ll see later today
  87. What it all comes down to is this
  88. So rather than trying to keep up, aim for what they’re aiming at, and optimize for people
  89. What could replace links: I’ve talked about brand and user signals as two prime candidates Has it already happened: Depending on your particular circumstance, quite possibly What should you do next: Focus on optimising for the things that Google is trying to optimise for