When talking about Google ranking factors, one thing that can be said for sure is that there’s an awful lot of speculations going on. From the total numbers of factors to what each of them are, you can find a lot of people with a lot different of opinions about them.

For example, the most popular myth about ranking factors is that there’s exactly 200 of them. Over the years people have been racing to identify what each of the 200 factors are, much like how people have been attempting to identify the 11 herb and spices of Colonel Sanders’ Secret Recipe.

The thing is, nobody (outside of Google of course) knows for sure how many ranking factors used by Google or what are they. The only amount ever stated by Google is that they are using over 200 factors and each of them can have more than 50 variations. That totals up to more than 10,000 factors!

Now, attempting to identify each of the 10,000 plus factors is definitely a wild goose chase. But the practical thing to do is to know enough of the confirmed ones so that your SEO efforts are in the right track. And the best way to do that in my opinion is by digging up Google’s own search engine patents.

You can read more on why patents are more reliable when it comes to sourcing SEO information in my previous post. For now, I’d like to discuss a very notable patent that might contain the key information on Google ranking factors.

The Patent

In 2008 Google Inc. published a patent with the title “Information retrieval based on historical data”. The abstract of the patent states the following:

“A system identifies a document and obtains one or more types of history data associated with the document. The system may generate a score for the document based, at least in part, on the one or more types of history data.”

A document refers to any online assets that can be displayed as a search result on Google. In most cases this means websites and webpages. So what the patent is about is basically how Google ranks (scores) a website based on its history data (ranking factors).

About History Data

The patent states that a website’s history data “may be used to generate (or alter) a score associated with a document”. This means that these factors are used both to generate a ranking score for freshly indexed results as well as updating previous, already ranked results.

Another line states that Google “may generate (or alter) a score associated with a document based, at least in part, on information relating to the [history data] of the document”. What this means is each of the factors listed might affect a website’s ranking but not necessarily all of them are used at the same time. Google might use a combination of selected factors deemed necessary for a particular result or query.

Also, most of the factors listed includes a primary application as well as additional or alternative applications. This might be what Matt Cutts meant when he said “each of the factors may have variations”.

There are 13 examples of History Data listed in the patent. What I’ll do is to analyze each of the description to tell what they do in simpler words. Also I’ll note down the best practices that can be derived out of them:

1. Inception Date

“According to an implementation consistent with the principles of the invention, a document’s inception date may be used to generate (or alter) a score associated with that document.”

Inception date means that Google might use a website’s age to influence its ranking. There are few ways how Google determine inception date according to the patent:

• The date Google first discover and index a website
• The date the domain is registered
• The date the website is first linked from external websites
• The date the website exceeds a certain amount of pages
• Using the timestamp associated to the website by the server hosting it
• Others/Combinations

Google takes into consideration the age of a result when ranking them.

And here’s examples of how Google use a website’s inception age to affect its ranking:

• Link Growth Comparison – Instead of ranking results based on total number of backlinks, websites are instead ranked based on the growth of backlinks it gets relative to its Inception Date.

  This means that a newer website with less total backlinks can be ranked higher than an older website with more backlinks if the growth rate is higher.

• Detect Spamming Attempts – Unnatural spike in the amount of backlink growth of a website in comparison to its Inception Date might signal attempts to manipulate its search engine ranking. If this is the case, Google might lower the ranking to reduce its effect.

• Determine Best Type of Results for a Query – Some queries might favor older results while some might favor newer, fresher results. To do this Google will take the average age of a set of search results and compare it to the Inception Date of a website.

This factor might bring either positive or negative scoring depending on the difference of age between the website and the other results.

What this means to you:

There’s no one catch-all solution that can be derived from this particular factor but the general message is, website age matters. Here’s some of the key takeaways:

• Don’t be deterred by having to compete with older websites with more backlinks as what matters is backlink growth relative to Inception date. Instead of targeting a set amount of backlinks it’s better to focus on a good growth rate.

• Avoid unnatural link-building. A spike in link growth can either be natural (viral topic) or spammy (black hat SEO). But one thing for sure is that they will alarm Google’s manual spam team to review if there’s a rank manipulation attempt is going on. And if you’re indeed found guilty, things won’t be pretty.

• Consider the average age of results of queries you’re targeting and change your strategies accordingly. Trending queries that favor fresh results can get you quick returns but dwindles once your result gets stale. Evergreen queries such as how-to’s or general information might take a while before you can see some results but once it matures it’s there to stay.

2. Content Updates/Changes

“According to an implementation consistent with the principles of the invention, information relating to a manner in which a document’s content changes over time may be used to generate (or alter) a score associated with that document.”

This point describes a Content Update Score that can influence a website’s ranking. Content Updates/Changes deals with how a web contents changes overtime. A website that is ever-changing will be scored differently than websites that remains static.

The Content Update Score is made out of two components, each might take into account different factors:

• Update Frequency (UF)
• Average time between updates
• Number of updates in a given period of time
• Update Amount (UA)
• Number of new or unique pages created over a period of time
• A ratio between the amount of new pages over a period of time compared to the total amount of pages of the website
• The amount the website is updated over one or more periods of time
• The amount the website has changed in one or more periods of time
• Different type of updates are scored differently based on importance. For example, Javascript updates might be less significant than changes in document anchor texts.

The patent also states that Google might compare Content Update Score of a website from a period of time with another. This is so that a change trend can be plotted to see whether the trend is increasing or decreasing. The rate of increment or decrement will further influence the scoring.

Similar to Inception Date, Content Update Score can also be used to match different queries with different types of results based on their Content Update Score.

What this means to you:

As a general rule, it’s important to keep your website updated. This factor also highlights the importance of content marketing as having new contents updated on a regular basis does in fact affect your ranking. So it’s highly recommended to add a blog or news section to your website on top of general information about your company or products.

Another point to consider is to update the whole look and feel of your website once in a while. On top of directly affecting your ranking, it also improves user experience that can indirectly improve your business overall.

3. Query Analysis

“According to an implementation consistent with the principles of the invention, one or more query-based factors may be used to generate (or alter) a score associated with a document.”

Query-based factors takes into consideration the activity revolves around user queries. This factor basically discusses about the two-way relation between search results and user query.

Google will try to match the right query to the right results based on factors like the change of preferences in users when selecting the results for a particular query.

The factors can vary both on the results side as well as the query side. For example:

• Type of results selected by users on a particular query
• Change in search volume of any particular query
• Change in the number of results generated by any particular query
• Change in the nature of results generated by any particular query
• Staleness or Freshness of results preferred by users
• What type of queries a website appears as a result

What this means to you:

This factor mainly highlights the importance of keyword research. Before you even start creating contents to target, you have to first analyze the nature of queries or keywords you’re targeting, as well as your would-be competitors – the ones already ranking for those queries.

In targeting your keyword, take into consideration the following:

• Is the keyword trending? You can either ride the wave by writing contents relevant to the trend or avoid it altogether
• What’s the user intent? The search intent for the same keyword may evolve over time. So it’s important to analyze the current results to see if they fits with the content you want to rank for
• Analyze the freshness of the search results for queries you’re targeting. Does they favor newer or older results? Adjust your keyword strategy according to the freshness of your contents
• Focus on just a few main keywords. Talking about too many different topics in the same content or website will confuse Google and it might even signal a spamming attempt

4. Link-Based

“According to an implementation consistent with the principles of the invention, one or more link-based factors may be used to generate (or alter) a score associated with a document.”

Backlinks are pretty well-known factor when ranking websites even since the earliest days of Google. This patent reveals in more detail how links are used in factoring a website’s ranking, mostly revolving around link quality and growth rate. Some of the link-based factors are:

• The dates new links appear and existing links disappear
• The rate of links appearing or disappearing over time
• How many links appear or disappear during a given time period
• Trend between new links appearing versus existing links disappearing
• Increasing or decreasing trend in number of new links appearing
• Link Freshness
• Link Trustability (government websites for example are highly trusted)
• Link Authority
• Freshness of the website containing the links
• Age distribution of links

The link-based factors can be used by Google to achieve the following:

• Directly affecting the ranking
• Determine the Freshness of the website/webpage
• Detecting attempts to manipulate search ranking
• Detecting trending or viral contents

What this means to you:

This factor tells us that while backlinks are important for ranking, Google takes into consideration more than just the total number of backlinks. Other factors such as Freshness and link quality let us know that not all links are scored the equally.

It is also important to keep track of your existing backlinks and take action when they disappear. Not much can be done for closed websites but you should look for those that replace linking to your content in favor for another presumably better contents.

You can try improving your replaced contents to be better than the one replacing it and request for the owner to link back to you.

5. Anchor Text

“According to an implementation consistent with the principles of the invention, information relating to a manner in which anchor text changes over time may be used to generate (or alter) a score associated with a document.“

Anchor text deals with the outbound link profile (in form of anchor text) of a website. A massive change in anchor text of a website might signal a change of direction or focus in the website so it can no longer be ranked according to its previous score.

When it comes to anchor text Google takes into account the following:

• Changes in anchor text over time
• Difference (in topic or keyword) between anchor text of a website with anchor text associated with backlinks it gets
• Anchor text Freshness. Factors include:
• Creation/update date of anchor text
• Creation/update date of link associated with the anchor text
• Creation/update date of websites pointed by the associated link

What this means to you:

Most of this factor deals with the practice of purchasing older websites and abusing their ranking score. With this patent we know that it’s no longer valid since Google will reset the score once the anchor text profile changes.

Another thing to keep in mind is an anchor text that remains unchanged when a content is updated is a sign of its freshness. This is because the link it points out is still relevant despite the change of other elements of the content.

6. Traffic

“According to an implementation consistent with the principles of the invention, information relating to traffic associated with a document over time may be used to generate (or alter) a score associated with the document.“

The amount of traffic a website get are also used by Google to influence its ranking. Some of the criteria used by Google when it comes to traffic:

• Time-varying characteristic of traffic
• Comparing traffic from one period to another
• Average traffic during a certain period
• Identifying repeating traffic patterns
• Identifying change in traffic pattern over time
• Time-varying characteristic of advertising traffic
• The extent to and rate at which advertisements are presented or updated over time
• Quality of advertisers
• Click-through-rate of advertisements displayed

What this means to you:

Although the whole point of doing SEO is to get traffic in the first place, there are other methods of getting traffic you can do to kickstart some traffic to your contents. One example is by promoting your contents. Once traffic starts to come in, it will be used as a signal to improve your ranking and get even more traffic in return!

Another interesting point is that advertisements in your website can also impact the ranking. So rather than just displaying any random ads, be sure to display related, high quality ads so you can both earn from it as well as use them to improve your ranking at the same time.

7. User Behaviour

“According to an implementation consistent with the principles of the invention, information corresponding to individual or aggregate user behavior relating to a document over time may be used to generate (or alter) a score associated with the document.“

User behaviour deals with how users interact with your website upon landing on them from the search results. Some of the metrics listed:

• Number of times the result is selected when displayed in a search result
• The amount of time users spent on the website/webpage
• The amount of time users spent on the website/webpage over time
• Comparison between the amount of time spent from one period with another

What this means to you:

Presentation is important when it comes to getting users to interact with your website. For instance, even if you are ranked on the first page of Google it still doesn’t guarantee a lot of hits. In this case, your title, URL and snippet can be the difference between a click-through or scroll-through.

So try to view these components from a user’s perspective and see whether they are enough to satisfy the search intent. A good guideline is to replicate what the top-ranking results are doing with theirs.

Even when users click-through your results and end up at your contents, there are still a lot of things to be done to make them stay and keep on browsing.

8. Domain-Related Information

“According to an implementation consistent with the principles of the invention, information relating to a domain associated with a document may be used to generate (or alter) a score associated with the document.”

Domain-related information takes into consideration the nature of how a website is hosted within a computer network. Factors that can affect a website’s ranking includes the following:

• Domain expiry date
• DNS record for a domain
• Age, or other information, regarding a name server associated with a domain

What this means to you:

Most of the domain-related information are used to detect doorway domains or link farms used by black hat SEOs to manipulate search ranking. If you aren’t practicing these yourself you shouldn’t have much to worry.

But while Google is undoubtedly good at recognizing spammy domains and a legit one, it’s still a good idea to at least do some research on new domains you plan to acquire. If a domain have a history of being associated with shady websites such as pornography sites or obvious link farms then you might want to be extra careful.

9. Ranking History

“According to an implementation consistent with the principles of the invention, information relating to prior rankings of a document may be used to generate (or alter) a score associated with the document.”

Ranking history deals with the movement of a particular search result within the search result page. Things that are taken into consideration includes:

• Quantity or rate that a document moves in rankings over a period of time
• Number of queries a website/webpage is selected as a search result
• Factors that influence the selection of a website/webpage as a search result
• Seasonality
• Burstiness
• Other patterns
• The rate at which a website/webpage is being selected as a search result over time
• Sudden spike or drop in ranking

Google can use these factors for a number of purposes:

• Directly affecting the ranking
• Detecting attempts to manipulate search ranking
• Detecting trending or viral contents
• Detecting outdated results

What this means to you:

This factor let us know that even after our contents get ranked, you should still need to put efforts to maintain or improve it. Even if you ranked first, you might get overtaken by other results with better Ranking History.

If you notice a drop in the ranking of your contents then maybe it’s a good time to consider updating them to avoid them from being considered as outdated by Google.

You can also take advantage of viral topics by creating related contents to piggyback on the trend and get a boost of traffic by promoting them. By doing this Google will detect the correlation between the virality of your contents and the topic and rank you higher.

10. User Maintained/Generated Data

“According to an implementation consistent with the principles of the invention, user maintained or generated data may be used to generate (or alter) a score associated with a document.”

User maintained or generated data refers to information generated by users to indicate their interest in a website/webpage. User maintained or generated data can consists of the following:

• Bookmark list
• Favorite list
• Temporary or cache files
• Cookies

How Google measure these signals are as the following:

• Whether a website/webpage is added to user’s bookmark or favorite list
• Whether a website/webpage is accessed through the bookmark or favorite list
• Analyze upward and downward trend of a website/webpage being bookmarked/favorited
• Analyze upward and downward trend of a website/webpage being removed from bookmark or favorite lists
• Monitoring increase or decrease in temporary/cache files or cookies associated with a website/webpage

What this means to you:

The most straightforward way of taking advantage of user maintained/generated data is by simply providing valuable and actionable contents. If deemed important enough to be revisited time and time again, users will naturally add your contents to their bookmark and favorite lists.

Repeated visits will also generate more temporary files and cookies which will improve your ranking.

You can read my other article on other ways you can get users to return and stay longer on your site.

Give yourself a pat on the back if you’ve made it this far! We’re almost done with only three items left on the list but you might want to take a breather before you continue.

11. Unique Words, Bigrams, Phrases In Anchor Text

“According to an implementation consistent with the principles of the invention, information regarding unique words, bigrams, and phrases in anchor text may be used to generate (or alter) a score associated with a document.“

The next on the list is quite a mouthful and unfortunately, is also a bit technical. But not to worry, I’ll be gentle. The concept is related to something known as web graph or link graph.

Web graphs maps the connection between websites/webpages through incoming and outgoing links between them. These links are usually associated with anchor texts that contains unique words, bigrams and phrases. As you might already know, anchor texts can tell a lot about the nature of links they are associated with.

Google may monitor a website’s web graph and their behaviour over time. And then they can use them for scoring, spam detection or other purposes.

What this means to you:

Similar to other factors, this one is used to help determine the quality of links pointing to a website. By looking at the behaviour of web graphs, Google can tell whether links to a website are natural or spammy.

As long as you’re not getting links from unnatural methods you should do just fine. Moving along.

12. Linkage Of Independent Peers

“According to an implementation consistent with the principles of the invention, information regarding linkage of independent peers (e.g., unrelated documents) may be used to generate (or alter) a score associated with a document.”

Independent peers simply means unrelated websites. For example, Moz aren’t considered as an independent peer to say, Search Engine Land because both of them revolve around the same topic – SEO. McDonalds however, can be considered as independent peer to Moz since they are talking about two very different things.

So when a website receives a huge number of links from unrelated websites, it might signal a spamming attempt and Google will react accordingly.

What this means to you:

Starting to sound like a broken record here – Don’t spam and you’ll do just fine.

13. Document Topics

“According to an implementation consistent with the principles of the invention, information regarding document topics may be used to generate (or alter) a score associated with a document.“

Pretty straightforward, Google might use the topics focused on a website to better match its ranking with related queries. Google extracts a website’s topic by these methods:

• Categorization
• URL analysis
• Content analysis
• Clustering
• Summarization
• A set of unique low frequency words
• Others

A website’s topics can be used in several manners:

• Tracking changes of topic focused over time to indicate a changing of owner
• Change of topics will lead to a decreased reliance of the website’s previous indicators such as ranking score and anchor text
• Spam detection by detecting significant increase in the number of topics covered by a website

What this means to you:

What can be done is to have a clear focus of topics to be covered by your website and stick with it. If you need to cover a lot of topics especially if they are not closely related, consider instead to separate into multiple websites.

If you are considering to acquire new domains, it is also a good idea to find the ones closely related to your set of topics in order to benefit from the scoring previously associated with it.

Conclusion

So there you have it! While there’s a lot of practices can be derived from the ranking factors listed in this patent, it is important to note that not all of them needs to be executed all at once. Some might be suited for different situations and different types of contents and website.

So it’s very important to find the right combination that best suits you and your own website. Hope you find this post helpful and do ask if you need to get anything clear!

Guide To Freshness Ranking From Google Patent

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Updated: 23 April 2024

About Winnie

Winnie is an aspiring copywriter & internet marketer in the vast world of digital marketing. She's as curious as she can be; constantly hunting for answers to her questions, never saying no to new experiences. When she's not spending her time typing up a storm, she is at home keeping up with her never-ending movie marathon & books.

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