请选择 进入手机版 | 继续访问电脑版

营销策划

    今日:106| 主题:41697
收藏本版 (15)
网络、PC端、移动端的营销、策划实战和资讯。

[其他] SEO Trek: The Search for Google RankBrain* [New Data]

[复制链接]
给我一颗糖 发表于 2016-10-4 17:05:35
367 11

立即注册CoLaBug.com会员,免费获得投稿人的专业资料,享用更多功能,玩转个人品牌!

您需要 登录 才可以下载或查看,没有帐号?立即注册

x
Rand Fishkin posted another brilliant Whiteboard Friday last week on the topic of optimizing for RankBrain . In it, he explained how RankBrain helps Google select and prioritize signals it uses for ranking.
  One of the most important signals Google takes into account is user engagement. As Rand noted, engagement is a "very, very important signal."
  Engagement is a huge but often ignored opportunity. That's why I've been a bit obsessed with improving engagement metrics.
   My theory has been that RankBrain * and/or other machine learning elements within Google's core algorithm are increasingly rewarding pages with high user engagement. Not always, but it's happening often enough that it's kind of a huge deal.
  Google is looking for unicorns – and I think that machine learning is Google's ultimate Unicorn Detector.
   

SEO Trek: The Search for Google RankBrain* [New Data]

SEO Trek: The Search for Google RankBrain* [New Data]-1-营销策划-explained,happening,important,learning,elements

  Now, when I say unicorns, I mean those pages that have magical engagement rates that elevate them above the other donkey pages Google could show for a given query. Like if your page has a 5 percent click-through rate (CTR) when everyone else has a 1 percent CTR.
  What is Google's mission? To provide the best results to searchers. One way Google does this is by looking at engagement data.
  If most people are clicking on a particular search result – and then also engaging with that page – these are clear signals to Google that people think this page is fascinating. That it's a unicorn.
   

SEO Trek: The Search for Google RankBrain* [New Data]

SEO Trek: The Search for Google RankBrain* [New Data]-2-营销策划-explained,happening,important,learning,elements

  RankBrain: Into Darkness

   RankBrain, much like Google's algorithm, is a great mystery. Since Google revealed (in a Bloomberg article just under a year ago) the important role of machine learning and artificial intelligence in its algorithm, RankBrain has been a surprisingly controversial topic, generating speculation and debate within the search industry.
   Then, we found out in June that Google RankBrain was no longer just for long-tail queries. It was " involved in every query ."
   We learned quite a few things about RankBrain. We were told by Google that you can't optimize for it . Yet we also learned that Google's engineers don't really understand what RankBrain does or how it works.
  Some people have even argued that there is absolutely nothing you can do to see Google's machine learning systems at work.
  Give me a break! It's an algorithm. Granted, a more complex algorithm thanks to machine learning, but an algorithm nonetheless. All algorithms have rules and patterns.
  When Google tweaked Panda and Penguin, we saw it. When Google tweaked its exact-match domain algorithm, we saw it. When Google tweaked its mobile algorithm, we saw it.
  If you carefully set up an experiment, you should be able to isolate some aspect of what Google is proclaiming as the third most important ranking factor. You should be able to find evidence – a digital fingerprint.
   

SEO Trek: The Search for Google RankBrain* [New Data]

SEO Trek: The Search for Google RankBrain* [New Data]-3-营销策划-explained,happening,important,learning,elements
Well, I say it's time to boldly go where no SEO has gone before. That's what I've attempted to do in this post. Let's look at some new data.
  The search for RankBrain [New Data]

   What you're about to look at is organic search click-through rate vs. the average organic search position for three separate 30-day periods ending  April 30  , July 12, and September 19 of this year. This data, obtained from the Google Search Console, tracked the same keywords in the Internet marketing niche.
   

SEO Trek: The Search for Google RankBrain* [New Data]

SEO Trek: The Search for Google RankBrain* [New Data]-4-营销策划-explained,happening,important,learning,elements

   I see some of the most compelling evidence of RankBrain ( and/or other machine learning search algorithms! ) at work.
  The shape of CTR vs. ranking curve is changing every month – for the 30 days ending:
  
       
  • April 30, 2016, the average CTR for top position was about 22 percent.   
  • July 12, 2016, the average CTR rose to about 24 percent.   
  • By September 19, 2016, the average CTR increased to about 27 percent.  
  The top, most prominent positions are getting even more clicks. Obviously, they were already getting a lot of clicks. But now they're getting more clicks than they have in recent history.
  This is the winner-take-all nature of Google's organic SERPs today. It's coming at the expense of Positions 4–10, which are being clicked on much less over time.
  Results that are more likely to attract engagement are pushed further up the SERP, while results with lower engagement get pushed further down. That's what we believe RankBrain is doing.
  Going beyond the data

  This data is showing us something very interesting. A couple thoughts:
  
       
  • This is exactly the fingerprint you would expect to see for a machine learning-based algorithm doing query interpretation that impacts rank based on user engagement metrics, such as CTR.   
  • Essentially, machine learning systems move away from serving up 10 blue links and asking a user to choose one of them and toward providing the actual correct answers, further eliminating the need for lower positions.  
   Could anything else be causing this shift to the click curve? Could it have been the elimination of right rail ads ?
  No, that happened in February. I was careful to use date ranges that were after the right rail apocalypse.
  Could it be more Knowledge Graph elements creeping into the SERPs? If that were the case, it would look like everything got pushed down by one position (e.g., Position 1 becomes Position 2, Position 2 becomes Position 3, and so on).
   The data didn't show that happening. We see a bending of the click curve, not a shifting of the curve.
   

SEO Trek: The Search for Google RankBrain* [New Data]

SEO Trek: The Search for Google RankBrain* [New Data]-5-营销策划-explained,happening,important,learning,elements

  Behold the awesome power of CTR optimization!

  OK, so we've looked at the big picture. Now let's look at the little picture to illustrate the remarkable power of CTR optimization.
  Let's talk about guerrilla marketing. Here are two headlines. Which headline do you think has the higher CTR?
  
       
  • Guerrilla Marketing: 20+ Examples and Strategies to Stand Out  
   This was the original headline for an article published on the WordStream blog in 2014.
  
       
  • 20+ Jaw-Dropping Guerrilla Marketing Examples  
  This is the updated headline, which we changed just a few months ago, in the hopes of increasing the CTR. And yep, we sure did!
  Before we updated the headline, the article had a CTR of 1 percent and was ranking in position 8. Nothing awesome.
  Since we updated the headline, the article has had a CTR of 4.19 percent and is ranking in position 5. Pretty awesome, no?
   

SEO Trek: The Search for Google RankBrain* [New Data]

SEO Trek: The Search for Google RankBrain* [New Data]-6-营销策划-explained,happening,important,learning,elements

  Increasingly, we've been trying to move away from "SEO titles" that look like the original headline, where you have the primary keyword followed by a colon and the rest of your headline. They aren't catchy enough.
  Yes, you still need to include keywords in your headline. But you don't have to use this tired format, which will deliver (at best) solid but unspectacular results.
   To be clear: we only changed the title tag . No other optimization tactics were used.
  We didn't point any links (internal or external) at it. We didn't add any images or anything else to the post. Nothing.
  Changing the title tag changed the CTR. Which gave it "magical points" that resulted in 97 percent more organic traffic:
  

SEO Trek: The Search for Google RankBrain* [New Data]

SEO Trek: The Search for Google RankBrain* [New Data]-7-营销策划-explained,happening,important,learning,elements
What does it all mean?


   This example illustrates that if you increase your CTR, you'll see a nice boost in traffic. Ranking in a better position means more traffic, which means a higher CTR, which also means more traffic.
   What's so remarkable is that this is on-page SEO. No link building was required! Besides, pointing new links to a page wouldn't result in a higher click-through rate – a catchier headline, however, would result in a higher CTR.
  What's also interesting about this is that RankBrain isn't like other algorithms, say Panda or Penguin, where it was obvious when you got hit. You lost half your traffic!
  If RankBrain or a machine learning algorithm impacts your site due to engagement metrics (positive or negative), it's a much more subtle shift. All your best pages do better. All your “upper class donkey” pages do slightly worse. Ultimately, the two forces cancel each other out, to some extent, so that the SEO alarms don’t go off.
  The final frontier

   When it comes to SEO, your mission is to seek out every advantage. It's my belief thatorganic CTR and website engagement rates impact organic rankings.
  So boldly go where many SEOs are failing to go now. Hop aboard the USS Unicorn, make the jump to warp speed, and discover the wonders of those magical creatures.
  Oh, and…
   

SEO Trek: The Search for Google RankBrain* [New Data]

SEO Trek: The Search for Google RankBrain* [New Data]-8-营销策划-explained,happening,important,learning,elements

  Are you optimizing your click-through rates? If not, why not? If so, what have you been seeing in your analytics?



上一篇:Marketers seen spending more on paid social media ads: Gartner
下一篇:What Back-to-School Can Teach Us About Using “Macro Moments” for Emails by @ry .
窦明坤 发表于 2016-10-4 19:19:13
为楼主点个赞!
回复 支持 反对

使用道具 举报

幼翠 发表于 2016-11-7 18:25:49
前排支持下了哦~
回复 支持 反对

使用道具 举报

zzf2008 发表于 2016-11-7 19:29:51
有钱、有房、有车,人人都想!
回复 支持 反对

使用道具 举报

顾念故念孤念 发表于 2016-11-10 16:37:07
楼下的且行且珍惜!
回复 支持 反对

使用道具 举报

安夏 发表于 2016-11-11 17:44:18
是金子,总会花光的;是镜子,总会反光的……
回复 支持 反对

使用道具 举报

恺雪no1 发表于 2016-11-12 12:59:38
无论是不是沙发都得回复下
回复 支持 反对

使用道具 举报

让心去旅行 发表于 2016-11-14 20:51:32
我就路过,不说话。
回复 支持 反对

使用道具 举报

終究還是敷衍 发表于 2016-11-16 15:01:14
看帖、回帖、拿分、走人
回复 支持 反对

使用道具 举报

风之友 发表于 2016-11-19 18:23:55
我是个凑数的。。。
回复 支持 反对

使用道具 举报

*滑动验证:
您需要登录后才可以回帖 登录 | 立即注册

本版积分规则

我要投稿

推荐阅读


回页顶回复上一篇下一篇回列表
手机版/CoLaBug.com ( 粤ICP备05003221号 | 文网文[2010]257号 )

© 2001-2017 Comsenz Inc. Design: Dean. DiscuzFans.

返回顶部 返回列表