RankBrain Judgment Day: 4 SEO Strategies You’ll Need to Survive


The way 30 trillion web pages are ranked changed forever on October 26, 2015. That's when the world became aware of RankBrain, Google’s machine-learning artificial intelligence system.

Hacking Google RankBrain

Google calls RankBrain, when it’s in use, "the third-most important signal contributing to the result of a search query."

Google's mission: To terminate any web pages from its results that don't provide the highest-quality content and to find the most relevant answers for users.

Now marketers who want to gain precious visibility on always-shrinking organic SERPs must prepare to fight a new war: The war against the machines.

The Pre-RankBrain Machines

Google has sent two other major algorithms to strike at websites.

RankBrain SEO Popobe Terminator Bear

Terminator Bear, by Popobe Bear

In the year 2010, Google sent a G-800, codename Panda, to hunt and kill the rankings of websites producing low-quality content.

 Google RankBrain Penguinator T-shirt

'Penguinator' T-shirt via Grindstore

The second algorithm – a G-1000 known as Penguin – was sent in 2012 to find websites with unnatural link profiles and terminate them from the search results.

While neither algorithmic update was perfect, both succeeded in their overall mission. Now Google is sending a third.

RankBrain: Analyzing Page Relevance on a 1-10 Scale

Now, as before, Google has sent a G-X, a new machine learning system that will change SEO and the organic search results as we've known them.

Google RankBrain Terminator scan view

RankBrain will analyze web pages for relevance. Every page will get a score between 1 and 10, with 1 being a dubious result and 10 being extremely strong.

But wait! This RankBrain technology is eerily derived from earlier G-350 technology. You may know it better as Google AdWords' Quality Score. This intelligent AdWords technology never needed external signals (e.g., links) to rank paid search ads for relevance. Soon it will be the same for organic search.

Is this it? The SEO apocalypse? Whoa, oh, oh, oh, oh.

No, it isn't. I've come from the future to share the secret solutions used in the past to help you today as your prepare for the rise of the machines.

A group of resistance fighters have already fought, and won, great Quality Score wars. Resistance fighters like myself and a squad of highly-trained AdWords Quality Score experts have learned to fight back and win. Now it's time to share our intel on how to defeat RankBrain.

There's no fate but what we make. Today I’m sharing four key SEO strategies to prepare for RankBrain in order to prevent your website from facing Judgment Day.

Hang On… Judgment Day? Overdramatic Much?

RankBrain SEO T-1000 have you seen this boy

Imagine one day you wake up to find your website gone. Just gone. The fate of your site decided by a new order of machine intelligence in just a microsecond.

In the future RankBrain will take over the search results. All of them. In one possible future, Judgment Day happens on September 27, 2018* – Google's 18th birthday. (*Standard Time Travel Causal Loop Disclaimer: Give or take a few months – time travel and navigating these time lines is quite tricky!)

For now, RankBrain is mainly used on complex long-tail search queries. Think the kind of queries people use with Voice Search. But assuming RankBrain will only ever be used on long-tail queries would be dramatically underestimating its potential.

Google has pointed out that 15% of the millions of queries it handles have never been searched before. Additionally, for upwards of 99% of content across the web, Google simply doesn't have enough signals (insufficient link and historical page data) to determine the most relevant search result for users. There are also whole niches that lack reliable natural link data (authoritative sites rarely link to porn, for example).

So now, with RankBrain, Google is learning in a very advanced way exactly what people click on and whether or not they are satisfied with the result when they click through.

Yes, Google is only using it on some queries for now. But when you create a new system like RankBrain, you wouldn't initially test it on your big-money head terms – just as you wouldn't replace a wildly successful paid search ad with an experimental one. You test on the things you're least confident in.

There's less downside and risk if Google's RankBrain results aren't as good in the early days. They will learn and come up with better answers based on analysis of user success metrics. Over time, Google's confidence in RankBrain will grow and the signal will get more and more weighty.

Judgment Day is when RankBrain becomes the #1 ranking factor.

The link and on-page SEO signals won’t go away completely (they can always be used to corroborate other factors). But one day, they won’t be the most important factor in rankings. RankBrain will.

Rand Fishkin has warned SEOs of the possibility of a future where Google leverages algorithmic inputs for search rankings without requiring human intervention – an idea which was predictably dismissed by Google (what would you expect them to say…)

A relevance score. That sure sounds a lot like Quality Score, doesn't it? Google already uses a relevance score with AdWords, the Display Network, YouTube Ads, and Gmail Ads. They just call it Quality Score. It’s been so wildly successful that Twitter Quality Adjusted Bids and Facebook Relevance Score are largely the same concept.

Organic search will be next.

Google RankBrain Terminator come with me

Now, on to those four RankBrain strategies you’ll need to survive in the new world.

1. High Organic CTRs: Your Highest Probability For SEO Success

Google uses its Quality Score algorithm to rate the quality and relevance of your keywords and AdWords ads. Click-through rate, the relevance of each keyword to its ad group, landing page quality and relevance, ad text relevance, your historic AdWords performance – all of this ultimately determines your cost per click and your ad rank in the ad auction process.

The key to beating the Quality Score algorithm is just a matter of beating the expected click-through rate for a given ad spot. Important: There is no one expected CTR – Google CTRs will vary by time of day, device, location, and other factors.

This graph (based on WordStream client data*) maps Quality Score against the ratio of actual click-through rate to expected click-through rate by position. As you can see,  the AdWords Quality Score algorithm is largely just a matter of beating the expected click-through rate for a given ad position.

RankBrain expected CTR graph

The better your ad does compared to the expected CTR, the higher your Quality Score.

By looking at millions of ads (from WordStream client accounts*) and averaging their click-through rates by ad position, we were able to reverse-engineer the expected CTR of an ad, and this is what we found:

Google RankBrain expected CTR vs ad position 

If your ad is in position 1, you don’t have extra points for having a 5% CTR – Google expects your CTR to be that high when you’re in that position. You need to do even better than expected to prove to Google that your ad is especially high-quality and relevant to users.

What does this have to do with SEO, in a world where "content is king" and backlinks are critical to better rankings? Well, that's where you need to start adjusting your thinking.

The future of SEO isn't about beating another page based on content length, social metrics, keyword usage, or your number of backlinks. Better organic search visibility will come from beating your competitors with a higher than expected click-through rate.

Put simply: People are both the problem and the solution. RankBrain is learning from human decisions – specifically what they click on. Attracting higher click-through rates will be critical to your SEO success, just as it is the most important component of PPC success.

To figure this out, go into Search Console in Google Webmaster Tools. This will show you average position and click-through rates for the queries you rank for.

RankBrain Google Webmaster Tools

Figuring out what’s a good click-through rate for organic search is beyond complicated. There are a lot of factors, like query type, number of ads, personalization, location, and the presence of Knowledge Graph, a featured snippet or other Google SERP elements (plus this data comes from the future and is not set in stone). But you’ll notice right away that the CTR for your #1 rankings is super-high (over 32% for “marketing ideas,” above) compared to lower rankings, even relatively high average positions like 3 (under 3% for “ppc,” which Google interprets as a commercial query).

In “Google Organic Click-Through Rates” on Moz, Philip Petrescu shared the following CTR data:

Google RankBrain organic search position graph

 Google RankBrain organic search position CTR

So, as a very basic example using the chart above, if you're in Position 1, and you have a CTR lower than 30%, you're in danger of losing your spot once RankBrain finds a relevant page with a better-than-expected CTR for its current position. If you have a much higher than expected CTR in a lower position (e.g., if you have a 15% CTR in Position 3), you should expect a bump up to at least the #2 position.

But again, CTR varies greatly based on so many different factors that simply using these static benchmarks isn’t a perfect approach. What’s an SEO to do?

Thankfully the notion of trying to achieve an above average click-through rate is not a new concept, at least from a PPC marketer’s perspective, and there are ridiculously smart PPC tactics that SEOs can borrow from.

Keep in mind: PPC marketers obsess about getting high Quality Scores (which is essentially above average CTRs for your query type and average position). It’s among the most important AdWords success KPIs. Below average CTR results in terrible things.

Figuring out your “organic Quality Score”

The challenge is that in SEO, Google doesn’t provide you with a Quality Score number to tell you if your content is above or below the expected click-through rate. But I’ve developed a hack to determine which of your keywords are most likely underperforming compared to the expected click-through rate: The Larry RankBrain Risk Detection Algorithm.

Just download all of your query data from Webmaster Tools and plot CTR vs. Average Position for the queries you rank for organically, like this:

RankBrain SEO average CTR vs position graph

Next, plot an exponential trend line. The queries that fall below your average CTR are your queries that are likely most at risk for future RankBrain updates. Conversely, the queries that score above the trend line are most likely to get a boost from future RankBrain updates.

If you then do a secondary sort on your most “at risk” pages using a metric like pageviews or conversions generated by those keywords, you can prioritize your optimization efforts on the most important, most at-risk pages on your site. The Larry RankBrain Risk Detection Algorithm is very similar to what PPC marketers do on a regular basis – which is to prioritize the optimization of low Quality Score keywords and ads first, because that is where you have the least risk (it’s less risky to fix your losers) and most potential upside.

Bottom line: You must beat the expected CTR for a given organic search position. Optimize for relevance or die.

RankBrain Terminator are we learning yet

2. How to Optimize Your SEO Headlines and Descriptions for Above Average CTR

“SEO” headlines (title tags) and meta descriptions do OK. But keyword-optimized titles are the equivalent of “Dynamic Keyword Insertion” for PPC ads. Take a look at the WordStream client data* below for ads with DKI. They generate above-average returns:

 RankBrain relative CTR vs dynamic keyword insertion

However ads using DKI are actually less likely to produce ads that are among the top 5% or top 1% of ads with highest click-through rates, normalized by ad position (AKA unicorn status).

 RankBrain SEO average CTR vs dynamic keyword insertion

Just look at these ads for [big data solutions].

 RankBrain big data solutions ad examples

These ads are OK, I guess. They probably perform well enough. But, like many search-optimized titles, they're also pretty boring, generic, and average. I don't want to click on them. Do you?

To beat RankBrain, "OK" isn't enough. Your organic listings must have REMARKABLE click-through rates.

Our research into millions of PPC ads has shown that the single most powerful way to increase CTR in ads is to leverage emotional triggers. Like this PPC ad:

RankBrain emotional ads example 

Tapping into emotions will get your target customer/audience clicking! Anger. Disgust. Affirmation. Fear. These are some of the most powerful triggers not only drive click through rate, but also increase conversion rates.

Don't make changes willy-nilly. Test out headlines as paid search ads or as social media updates linking to your content using different headlines – look at click through rates. Audition your headlines, eliminate the losers and use your winners as your SEO titles.

By no means should you forget about keywords and focus just on the emotion. Focusing on just keyword optimization or just emotion is a recipe for average titles and descriptions. Plus, without keywords, how will Google even know to “try out” your content on the SERP and see what kind of CTR it gets? (Google does this regularly with ads; that’s how it knows if your ad beats the expected CTR for its position or not.)

No, you need to combine keywords and emotional triggers to create SEO superstorms that result in ridiculous CTRs and leave your competition devastated.

Bottom line: Use emotional triggers + keywords in your titles and descriptions if you want your CTR to go from "OK" to great.

RankBrain Terminator I know now why you cry but it's something I can never do 

3. Optimize for Task Completion

One of the hidden things that Quality Score measures is task completion rates (i.e. conversion rates). Google definitely knows what your conversion rates are.

Google RankBrain average conversion rates

How the heck does Google know your conversion rates? Well, the machines have learned to tell whether traffic to your site converts.

Now in organic search, a conversion may not equate to completing a form. If you're pushing a piece of content, Google can look at engagement metrics like time on site and bounce rate, because higher engagement correlates with higher interest/relevance.

Google has seven products that boast more than a billion users – Android, Chrome, Gmail, Maps, Play, Search, and YouTube. So Google can tell in a lot of different ways when signed-in users are successful or unsuccessful at their tasks.

Plus, Google Analytics tracks millions of sites. And Google gets tons of insanely valuable data from AdWords – task completion technology was rolled out to advertisers as smart goals, a way to track conversions on advertiser websites without having to install additional conversion code.

Basically, you need to strive to have higher than anticipated or expected engagement metrics, based on a variety of criteria, including query and device type, location, and time of day. Your task completion must also be better than other similar sites.

Let's say you work for a tech company. Your visitors, on average, are bouncing away at 80% for the typical session, but users on a competing website are viewing more pages per session and have a bounce rate of just 50%. RankBrain views them as better than you – and they appear above you in the SERPs. In this case, the task completion rate is engagement.

Bottom line: If you have high task completion rates, Google will assume your content is relevant. If you have crappy task completion rates, RankBrain will penalize you.

4. Increase Search Volume & CTR Using Social Ads and Display Remarketing

People who are familiar with your brand are 2x more likely to click on your ads and 2x more likely to convert. We know this because targeting a user who has already visited your website (or app) via RLSA (remarketing lists for search ads) always produces higher CTRs than generically targeting the same keywords to users who are unfamiliar with your brand.

So, one ingenious method to increase your organic CTRs and beat RankBrain is to bombard your specific target market with Facebook and Twitter ads. Facebook ads are proven to lift mobile search referral traffic volume to advertiser websites (by 6% on average, up to 12.8%) (here’s the research).

With more than a billion daily users, your audience is definitely using the Social Network. Facebook ads are inexpensive – even spending just $50 dollars on social ads can generate tremendous exposure and awareness of your brand.

Another relatively inexpensive way to dramatically build up brand recognition is to leverage the power of Display Ad remarketing on the Google Display Network. This will ensure the visitors you drive from social media ads remember who you are and what it is you do. In various tests, we found that implementing a display ad remarketing strategy has a dramatic impact on bounce rates and other engagement metrics.

Bottom line: If you want to increase organic CTRs for your brand or business, make sure people are familiar with your offering.

People who are more aware of your brand and become familiar with what you do will be predisposed to click on your result in SERP when it matters most, and will have much higher task completion rates after having clicked through to your site.

RankBrain Terminator 2 thumbs up

A note of caution

Aspiring RankBrain spammers, take note.

Marketers are famous for taking any technique that works and beating it to death. We’ve seen dozens of once-effective link-building methods get crushed (Wikipedia and forum spamming, comment spamming, embeddable widgets and infographics, guest posting exchanges, etc.) because of this sequence of events:

  • Marketers realized it was effective
  • They started doing it excessively, manipulatively or even abusively
  • Google caught on that the link type was no longer a signal of quality and shut it down via manual penalties or algorithm changes, OR
  • Our audiences just got sick of it and it stopped working

I know some of you are reading this article and thinking, “If CTR affects ranking, I can game the system!”

A word to the wise: Don’t go down this road. DO NOT try to outsmart RankBrain using bots. RankBrain is very strong. Google has been building PPC ad click-fraud detection systems for over 15 years now. You cannot beat a bot at their own game.

RankBrain: Rise of the Learning Machines

RankBrain SEO war against the machines

An unknown SEO future rolls toward us. But now you can approach it with a sense of hope.

You must take the necessary precautions. Ensure above average click-through and task completion rates for your main organic keywords before Judgment Day, at which time the computers will take over the ranking, much like how it is done in AdWords using no external inputs (e.g., links).

The future of SEO isn't set. There's no fate but what we make for ourselves. It is our destiny to survive Judgment Day, together.

Never stop fighting. The battle against RankBrain has just begun. You are our only hope. Join the SEO resistance!

UPDATE: As many of us suspected, Google has continued to apply RankBrain to increasing volumes of search queries - so many, in fact, that Google now says its AI processes every query Google handles, which has enormous implications for SEO.

As little as a year ago, RankBrain was reportedly handling approximately 15% of Google's total volume of search queries. Now, it's processing all of them. It's still too soon to say precisely what effect this will have on how you should approach SEO, but it's safe to assume that RankBrain will continue to focus on rewarding quality, relevant content. It's also worth noting that, according to Google, RankBrain itself is now the third-most important ranking signal in the larger Google algorithm, meaning that "optimizing" for RankBrain will likely dominate conversations in the SEO space for the foreseeable future.

To read more about the scope and potential of RankBrain and its impact on SEO, check out this excellent write-up at Search Engine Land.

*Data sources:

Conversion rate data is based on a sample of 2,367 US-based WordStream client accounts in all verticals (representing $34.4 million in aggregate AdWords spend) who were advertising on Google AdWords’ Search and Display networks in Q2 2015. “Averages” are technically median figures to account for outliers. All currency values are posted in USD.

Click-through rate data is based on a sample of approximately 2,000 US-based WordStream client accounts in all verticals who were advertising on the Google AdWords search network in Q3 and Q4 of 2013.

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David Brownley
Mar 16, 2016

This post is great! Love the Terminator theme and gets the points across nicely. I am sure "I'll Be Back" :-)

Larry Kim
Mar 21, 2016

Thanks david. was trying to be funny. i hope our rankings will be back!! :)

Sep 12, 2016

Kindly tell me how I can get the average monthly searches from new keyword planner. After the changes in google keyword planner it shows average monthly searche only in the form of 10K-10M like this.

Mar 16, 2016

Thanks for the interesting article Larry!

I guess this another step towards the future were BS content can't hide and were there are fewer ways to cheat your way to success.

The future is to the brands, so focusing on making your brand stronger is the smart move right now.

Larry Kim
Mar 21, 2016

yeah absolutely. the challenge i think is "building your brand" is so ambiguous so i was trying to advocate for very specific ways that would result in brand recognition that are specific to things that rankbrain looks at (user engagement signals). thanks for reading.

Mar 17, 2016

Larry, thank you. I agree that engagement/conversion could be big for SEO in the future, but you essentially said here that conversion rates are a hidden part of quality score in AdWords, but my understanding is that this is not true. Is conversion rate part of quality score? I know stuff like bounce rate or time on site could impact things, and they could be correlated to quality score, but I thought conversions did no impact quality score: http://www.ppchero.com/google-confirms-conversion-rates-have-no-effect-on-quality-score/

Larry Kim
Mar 21, 2016

we're in agreement here. i wasn't referring to conversion goals in terms of the conversions you set up to monitor in your account. that is kind of arbitrary since i could just set up a conversion goal as a pageview which would result in a very high conversion rate. that would be silly. i was referring to a secret (well, not so secret) internal google goal completion rate and site engagement rates - they use this internally and don't talk much about it. for example, they use it for smart goals, and to figure out if new ad extensions are working or not (etc.). our team of scientists from the future believe that they are using these numbers, in comparison to other competitors as a small but meaningful component of rankbrain.

Zewia Software Solutions (P) Ltd
Mar 19, 2016

This was really amazing. Nice Blog. Thank you so much.

Larry Kim
Mar 21, 2016

thanks for stopping by!

Mar 19, 2016

Very funny and good written article! How does crowd search SEO play into this?

You say you can't beat it but I highly doubt that. Crowdsearch SEO is 100% working right now and I don't see that changing

Larry Kim
Mar 21, 2016

crowdsearch will be taken out. don't do it. it's like buying links.

Mar 19, 2016

As my self an SEO i saw such informative post after a long time. This is my first time that i am reading wordstream blog post and love to say i will come here on daily basis. Thank you so much to share this awesome stuff!

Larry Kim
Mar 21, 2016

awesome thanks for this note. you made my day.

Todd Goodwin
Mar 20, 2016

I only have one, final thing to say to backlinks: "Hasta la vista, baby."

Larry Kim
Mar 21, 2016

ha ha

Mar 21, 2016

Hello Larry,

It is the first time I read one of your blogs and I had to read it all (you got me with the headline). But I have some questions and I would like to hear your opinion.

How will google find this new pages that has no data (CTR, bounce rate)?, how new websites will manage to get visible?. For Google Adwords this is different because they have all the data internally and as soon as you submit a campaign they can analyse it and make an estimation on the CTR. New sites have no data.

You said that GA analytics collect data from millions of sites to determine your metrics. What would happen with the sites using a 3rd party analytics service? They would be out of the ranking?

With all the due respect, "bombard your specific target market with Facebook and Twitter ads" does not sound to me as an ingenious method. This sound to me as invasive advertisement and I am not sure if Google want to encourage this. If this is the case we will be full of display advertising everywhere and caught into the filter bubble.

These link building techniques you have mentioned (forum spamming, comment spamming, guest posting exchange) are not considered white hat link building techniques. Google is very sophisticated analysing backlinks and normally people using these kind of techniques get penalised.

I am on agreement with you that metrics such as bounce rate and CTR now days are important and will become more important, but first you to rank to get the data.

In my opinion, backlinks are still a good ranking metric and I believe it would be for some time - After all it is a Web and this is how Google find websites.

Looking forward to hear some comments.

Larry Kim
Mar 21, 2016

thank you for your comments. couple of thoughts. I believe new pages will be auditioned, just like how new ads in Adwords need to be tested to generate a baseline quality score. this can be done within just 200 impressions or less. in adwords, if no quality score exists for an ad because it hasn't completed the audition process yet, then an "account level quality score" comes into play and it uses data based on the CTR of other similar ads and keywords in the account. it would work the same way in rankbrain - using the CTR of other pages on your site that are similar.

Even if you're not using google analytics on your site, google can still figure out your bounce rate because many of the people who do visit your site are browsing using chrome, which phones home data back to google.

as i mentioned in the story, backlinks still matter. it's just that the weighting of backlinks is in decline, relative to where it was before. So we agree there, too.

thanks again for stopping by.

Nikolay Stoyanov
Apr 21, 2016

Cool article Larry! Love the Terminator theme. Hope that Google doesn't terminate my SEO job :) Anyway, you mentioned links and how they will lose impact (if I understood correctly). However, they are an important factor for users given that bloggers are also users. Should Google then ignore signals from other bloggers even though some website is not still popular with the general public?

Alex Tanner
May 04, 2016

Hi Larry

Very interesting article - thanks for posting. However I have a few questions. Would be great to get your feedback on this.

1) How do you make the assumption that RankBrain is about CTR?

I do believe CTR is a ranking factor but hugely relative to the content of the site, the timing of the CTR activity and the publishing date, and the context of the SERP. Moz and others have posted interesting experiments to explore this topic.

Thing is, Google doesn't need RankBrain to suddenly use CTR as a ranking factor. It already has all the CTR data, it has had it for many many years.

CTR is also reasonably easy to game. And this is probably a factor in why CTR is less of a factor in organic search than in Adwords. In Adwords, you'd be paying for all those clicks and Google got very good at detecting click fraud a long time ago, primarily to establish its integrity as an advertising platform.

2) CTR is not a factor in enabling Google to serve results on queries it has not seen before. Surely it's the opposite? If it hasn't seen the query before it has no CTR data to inform the ranking in the SERP? How do you square your analysis with Google's public statement in Bloomberg that RankBrain is helping with this 15% of search queries?

3) A personal thought is that RankBrain is just a machine learning solution to what Google has been doing for years with the Search Quality Guidelines - getting hundreds of humans to assign scores to sites based on quality, and trying to now replace that human element of the process with a machine. It's a simple matter of scalability. I could be wrong, but I don't remember CTR featuring much in that very long document.

4) RankBrain has been in effect since late 2015... and the input of the large team submitting Search Quality Guidelines has been in effect since c.5 years. If this was really about CTR, how do you explain sites ranking number 1 for 'money terms' (high volume, high cpc), with <5% CTR?

Hope you don't take this the wrong way, just really interested to hear your thoughts here.


Larry Kim
May 05, 2016

hi alex. - thanks for this comment.

1) rankbrain has been described by google as a machine learning / AI system. so by definition, these systems must have some kind of "training data" which it uses to determine if the search results met user expectations or not, and learn from that data.

My thinking is that when google gets some obscure low volume long tail query, they make an educated guess as to what the user is looking for, auditioning new long tail keywords with content. if the page meets the user expectations, the system remembers that it was good and will be more likely to suggest it for subsequent similar searches. If the page fails to meet user expectations, It will be less likely to suggest that page for similar queries.

If the arbiter of success/failure is based on CTR and dwell time (or 'task completion'), which we know google tracks, then a “digital fingerprint” of rankbrain (and any machine-learning algo for that matter) that you would expect to see is a “piling up” of keywords/pages with above average CTRs and engagement rates in the top spots, for long tail queries – which is what we uncovered. This would be above and beyond anything else in core search algo which may use CTR as direct/indirect ranking signal.

The strategies and leanings from 15 years of fighting click fraud in PPC could inspire similar defensive systems as bot networks for paid and organic search look similar. Furthermore, it’s not like the other big organic signals like links and content can’t be gamed.

2) you are correct that it’s not possible to have ctr and engagement data for every possible obscure query. Just like how in links, there is the concept of page authority and domain authority (since 99.9% of pages have no external links, they fall back on domain authority) – even adwords has this same concept – account level quality score since every keyword can’t have data. Similarly, I believe there is a concept of site-wide average normalized CTR which is used as a fall-back position. By the way, this is another reason to fix or kill your worst pages.

3) Indeed. Human quality raters were kind of training the system by hand coding rules, but as you point out, that approach didn't scale for the long tail.

4) I don’t think rankbrain applies to money terms like tesla, etc. We just don’t see a ton of fluctuation on big keywords like that. keep in mind that expected CTR varies dramatically on industry, query type, etc.

Ma Thanh Cong
Oct 07, 2016

Thanks Larry for this awesome article. I'm going to be a fan of WordStream now.

Oct 20, 2016

"Test out headlines as paid search ads or as social media updates linking to your content using different headlines – look at click through rates. Audition your headlines, eliminate the losers and use your winners as your SEO titles."

Confused here. You say to experiment via paid ads or social media with different headlines linking to your content. I'm assuming you suggest doing something like a A/B testing? In this case... isn't the headline already there? Or are you suggesting to run a SM campaign with different headlines and based on the best performing headline, replace it with the original headline?

Elisa Gabbert
Oct 21, 2016

He's saying that great high-performing headlines tend to work across multiple channels, so re-use the headlines that get the highest CTR in paid and social campaigns on your site pages for higher organic CTR as well.

Oct 27, 2016

Wow Mr Kim you have written this post in a very unique way as marketers some times we forget the backbone of marketing. Though a huge thanks for these detail explanation will try to follow the instruction given our sites.

Nov 27, 2016

Great story
My conclusion is:
Go to batle WITH the bots o iour side !

casual observer
Jan 04, 2017

FYI, Google's bday is September 4, 1998

Susan Daigle
Aug 16, 2017

Great Post.

Arti Kadu
Mar 07, 2018

The article gave incredible insights on Rankbrain and its importance in the present day Digital marketing strategy.Loved the content.Thanks.

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