SEO
How To Optimize For Google Featured Snippets: A 12-step Guide
It’s no secret that featured snippets are powerful. Every SEO professional (including yours truly) aims to own any available featured snippets for their content.
These expanded, descriptive search results appear as a special box prominently displayed at or near the top of the search results page (SERP). Optimizing for featured snippets (FS) can help Google better understand when your page is the best answer for a relevant query with one of these search features available.
In this column, you’ll find my tried and tested strategy for optimizing for featured snippets (including examples), my curated content calendar template for featured snippets (which you can copy and use), and FAQs to clear up any remaining questions about FS. You’ll learn:
- What are featured snippets?
- 4 types of featured snippets you can target.
- A 12-step process for optimizing for featured snippets.
- What’s new in featured snippets?
- FAQs for featured snippets.
Let’s get started.
What Are Featured Snippets?
Featured Snippets are the expanded snippets that appear on the first position of the Google SERPs. The purpose of the Google featured snippets is to answer the user’s need right there in the search results.
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Here is Google’s definition:
Users wishing to read the complete content can click on the URL of the featured snippet.
When Google launched featured snippets, some sites were able to achieve two results on page 1 of the SERPs, which initially drove dramatic improvements in organic visibility and traffic.
But as with all things SEO, happy days never last forever; see this tweet from Danny Sullivan:
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If a web page listing is elevated into the featured snippet position, we no longer repeat the listing in the search results. This declutters the results & helps users locate relevant information more easily. Featured snippets count as one of the ten web page listings we show.
— Danny Sullivan (@dannysullivan) January 22, 2020
Optimizing for featured snippets is not just about adding questions to your headlines and subheadlines. It’s much more involved than that.
4 Types Of Featured Snippets You Can Target
When looking to optimize for featured snippets, you need to understand the types of featured snippets available.
Paragraph Featured Snippets
Seventy percent of featured snippets are the paragraph type, with an average of around 42 words and 250 characters.
Most of these featured snippet titles start with “What” or “Why,” indicating that they are largely informational in nature.
Pro Tip: Most of the “What” question keywords have the highest search volume, but you have to find out the question keywords with low Keyword Difficulty (KD) score to win them.
Listicle Featured Snippets
An average of 19% of featured snippets are of Listicle type, consisting of an average of 6 items and 44 words.
You’ll find two kinds of listicle featured snippets: ordered and unordered lists.
Ordered List
Unordered List
Pro Tip: Listicle featured snippets are derived from “How” and “Why” keyword terms. If you’re looking to get featured snippets faster, they’re your go-to topics.
Table Featured Snippets
Around 6.3% of featured snippets are of the Table type. They have an average of five rows and two columns with 40 to 45 words.
Pro Tip: To optimize for this type of featured snippet, mark up relevant content in a table format using the table tags in HTML. Some are tempted to make graphics for tables, but then you’re missing out on this opportunity.
Video Featured Snippets
Only 4.6% of featured snippets are of the video type, the average one being 6 minutes and 35 seconds in length.
Pro Tip: If your audience heavily consumes video content, a video featured snippet is your way to success. Look for the keywords with low search volume and tada! You’ve got them.
How To Optimize For Featured Snippets
Whenever you see a competitor ranking on featured snippets, you should have this one question in mind:
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How do I steal that featured snippets and get one for my website?
Here’s how to get started.
1. Identify Competitors’ Featured Snippets
Stealing competitors’ featured snippets is not easy.
Put the competitors’ URL in Semrush and look for the keyword groups that own featured snippets.
Now, you want to:
- Export the list.
- Categorize them into different types of featured snippets.
- Sort them by higher search volume.
- Highlight the low KD score.
- And gather them to initiate planning.
Copy this content calendar template to start planning, implementing, and optimizing your content to rank.
Don’t forget to add the content topics and the type of featured snippet in your content calendar to keep track of why you’re optimizing the page.
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2. Gather The Keywords For Each FS-owned Content
Once you’re done with finalizing the content topics, it’s time to identify the keywords present on the content currently owning featured snippets.
Click on the down arrow in Semrush beside the selected keyword to see the expanded information on the keywords ranking on featured snippets.
Collect the related as well as question keywords and add them to your content calendar.
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3. Understand Searcher Intent
One of the most important considerations in optimizing for featured snippets is understanding the search intent behind each triggering query.
Three types of people search for your keywords:
- Potential customers.
- Influencers who persuade your potential customers to buy from you.
- And your competitors.
You’re going to write the content for the first two. Each will have different intents while searching, but it will always be informational (and navigational when users want to click through them).
Because there was only one search intent for a featured snippet, I thought to classify them further into four categories depending on whether they want:
- A specific answer.
- A brief answer.
- A comparison.
- A video.
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Get A Specific Answer
Here, a user search query is a question that requires a specific answer. This type of FS has a lower CTR as people come to get a specific answer and typically do not want or need to read further.
This type of FS can help in brand building but is unlikely to drive a lot of traffic.
Get A Brief Answer
Here, the user expects a paragraph or listicle type of featured snippet as shown in the types section above. If users want to get more information, they’ll click on the results.
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This type of search query assists in both CTR and brand reputation.
Get A Comparison
This type of search query comes up with a table type of featured snippet. The table content is larger than what Google Featured Snippets can show. So, this type of search intent is most likely to boost the CTR.
Get A Video
And lastly, if users are looking for “how-to” answers and a video attached to those answers, it will get the maximum CTR.
Understand the different types of informational search intent behind the search query. They are relevant to the type of featured snippets available, which can help you plan and optimize your content.
4. Run A Competitive Analysis
Go back to Semrush and open its SEO content template tool. Input your keyword or content topic, select the targeted location, and click on the green button.
You’ll get the below SEO recommendations for your content to plan the content optimization for featured snippets.
- Your top 10 rivals for target keywords to let you understand whom you’re going to compete with
- Key recommendations from them in terms of what your content must have, backlinks it shall acquire, readability it must have, and recommended text length to serve the user search intent and expectations.
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- Suggestions on how they’re using target keywords so you can use them better.
- Basic SEO recommendations to make your content search-friendly.
5. Create/Update The Content Outline
By now, you have the content topics, their targeted keywords, type of featured snippet, its search intent, and a pool of SEO recommendations from competitors’ snippets.
If you’re writing new content, you need to create the content outline. And if you’ve already written the piece, you may need to revamp the outline as per the research gathered above.
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6. Create Content Better Than The Competition’s
- Cover the basic information users expect in content based on the user search query and its intent.
- Add more value than competing blogs by including statistical data, rich media, examples, pointers, etc.
- Write in simple and shorter sentences to improve the readability of the content.
- Focus on research-based content over opinion-based. Citations help Google better understand your content.
You should always aim to create the best content — that is, content that delivers value for years, like the piece below.
7. Validate The Content
Once you have the content ready, double-check that it meets your needs for:
- Your target audience.
- Defined user search intent.
- Targeted keywords.
- Suggestions listed.
This check is vital to ensure you’re on the right track towards getting a featured snippet.
8. Organize Your Content For Readers & Search Engines
Well-organized content is easy to scan through, read, and understand for users and search engines.
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Here’s an example of how you might organize a piece of content to give it good structure.
I recently tweeted about how you can turn a paragraph featured snippet into a listicle just by organizing and creating content accordingly.
Whether Google picks up your page for Featured Snippet or not depends on how you create & organize your content. The query here starts with Is, so technically you can expect a paragraph FS. But, if you use this Q in your content with pointers, it can turn it into a listicle FS. pic.twitter.com/9lERfkHDwt
— Himani Kankaria (@himani_kankaria) June 4, 2021
9. Add Question Keywords In Heading Tags
Organizing your content to get featured snippets is incomplete without adding question keywords to the heading tags.
Pick up the relevant question keywords with high search volume and put them in your heading tags. Most of the featured snippets you see on Google start right after a heading tag.
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Look at an example below:
The right question keyword phrase in the right place can make all the difference.
10. Add Relevant Graphics
Graphics play a crucial role in owning a featured snippet, especially for the paragraph and listicle-type featured snippets.
Try to use real-life pictures or custom-made graphics rather than stock images to improve the users’ experience and avoid appearing generic.
Add as many images as your content requires.
11. Implement SEO Tactics
Your content is ready for users. Now you need to help Google understand what the page is all about — and quickly.
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Here are some SEO tactics that work for featured snippets:
- Perfect URL structure: Keep your URLs short, ideally three to four words.
- Title tag: Use Coschedule Headline Analyzer and the SEOmofo snippet optimization tool to create a catchy title tag that fits the pixel requirements.
- Meta description tag: Use SEOmofo to make the most of the pixels available and write user-centric and keyword-specific meta descriptions to drive the highest clicks.
- Heading tags: Use question keywords, as discussed above.
- Image Alt attributes: For all graphics, make sure you use descriptive alt text to help Google understand what the image is all about. Most of the best-performing content has images with alt attributes.
- Internal links: Help Google identify your site’s most important pages. If you achieve a featured snippet, you want to support the rankings of your best pages with it.
- External links: Let Google know which external sites you trust and demonstrate credibility with your citations.
- Schema markup tags: Help Google understand what your page is about and recognize elements like tables.
- Link building: Build links to help Google understand your website’s authoritativeness.
12. Keep Optimizing Your Content Until You Achieve A Featured Snippet
With this process of optimizing for featured snippets in place, I check the results at 7, 14, and 21 days.
If I see an improvement in impressions, I’ll work harder for clicks. Be sure to track the differences in impressions, rankings, and CTR in Google Search Console, and traffic and visibility in Semrush.
Keep on optimizing your content until you see a featured snippet and can track results from it, such as:
What’s New For Featured Snippets In 2021?
Recently, the SEO industry noticed two new features on Google Search results for featured snippets.
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“Hear this out loud” Button
When you click on this button, the content is read aloud while the text is highlighted alongside.
Fascinating feature in Google’s search results. The content within the Featured Snippet can be read out loud by pressing the ‘Hear this out loud’ button. Text is highlighted as each word is read out loud. Thoughts? Good for accessibility? h/t @MusingPraveen @Suganthanmn pic.twitter.com/POmPz184Zu
— Brodie Clark (@brodieseo) June 1, 2021
“Also covered on this page” Section
This section appears below the main section of the featured snippet and picks up the heading tags that you’ve added to your page.
Now you have another reason to better organize your content using heading tags!
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Frequently Asked Questions (FAQs) For Google Featured Snippets
Here are some of the most frequently asked featured snippets questions I get from SEO professionals.
Why Might Featured Snippets Be Removed?
Your featured snippet may get removed automatically or manually by Google if it comes under:
- Dangerous content.
- Deceptive practices.
- Harassing content.
- Hateful content.
- Manipulated media.
- Medical content.
- Sexually explicit content.
- Terrorist content.
- Violence and gore.
- Vulgar language and profanity.
- Content that contradicts with the content by experts in the fields of civic, medical, scientific, and historical.
If you fall astray of Google’s policies, you may lose the featured snippet. Of course, you might lose it if a competitor does a better job of answering that query, too.
Are Featured Snippets Available for Ecommerce Products or Category Pages?
No. Ecommerce products can get featured listings on Google SERPs using Google Shopping and Product Listing Ads (PLAs).
However, ecommerce websites can still own featured snippets for their guides and blogs.
Featured Snippets Vs. Rich Snippets: What’s The Difference?
Featured snippets are picked up from the web page’s content to answer a user query, while rich snippets are an enhanced organic search result.
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If your search result has reviews attached to it, that’s a rich snippet. If your web page provides information to users in a bit more detailed way on the first position on SERPs, it’s a featured snippet.
Learn more about optimizing for rich snippets here.
How Do Featured Snippets Work?
To understand how featured snippets work, let’s break down Google’s patent on generating snippets based on content:
When Google receives a search query, it tries to find the best result to match it. And when Google is ready with the list of search results, it follows the below process to pick up the relevant featured snippet from the top 10 search results:
- Identifying the text features within a keyword-based sentence to check its eligibility to rank as a FS.
- Determining the break features that would indicate the place where the keyword-based sentence can be truncated on a featured snippet.
- Calculating and assigning the snippet score to identify the strength of the snippets.
- Selecting the snippet with the highest snippet score.
That’s how Google selects a website for featured snippets and works to provide the relevant information quickly to the users.
Go, Get Your Featured Snippets Now!
Google’s featured snippet format focuses on providing information to the users on its platform itself. However, not all information can be displayed in 40-45 words.
Hence, they can be a great tool to boost your organic traffic.
Use the above guide to own featured snippets and become a thought leader in your industry, giving your brand reputation and organic traffic a boost. If you’ve optimized your site well, conversions will follow!
2021 SEJ Christmas Countdown:
Featured image: paper cut design/Shutterstock
SEO
How to Revive an Old Blog Article for SEO
Quick question: What do you typically do with your old blog posts? Most likely, the answer is: Not much.
If that’s the case, you’re not alone. Many of us in SEO and content marketing tend to focus on continuously creating new content, rather than leveraging our existing blog posts.
However, here’s the reality—Google is becoming increasingly sophisticated in evaluating content quality, and we need to adapt accordingly. Just as it’s easier to encourage existing customers to make repeat purchases, updating old content on your website is a more efficient and sustainable strategy in the long run.
Ways to Optimize Older Content
Some of your old content might not be optimized for SEO very well, rank for irrelevant keywords, or drive no traffic at all. If the quality is still decent, however, you should be able to optimize it properly with little effort.
Refresh Content
If your blog post contains a specific year or mentions current events, it may become outdated over time. If the rest of the content is still relevant (like if it’s targeting an evergreen topic), simply updating the date might be all you need to do.
Rewrite Old Blog Posts
When the content quality is low (you might have greatly improved your writing skills since you’ve written the post) but the potential is still there, there’s not much you can do apart from rewriting an old blog post completely.
This is not a waste—you’re saving time on brainstorming since the basic structure is already in place. Now, focus on improving the quality.
Delete Old Blog Posts
You might find a blog post that just seems unusable. Should you delete your old content? It depends. If it’s completely outdated, of low quality, and irrelevant to any valuable keywords for your website, it’s better to remove it.
Once you decide to delete the post, don’t forget to set up a 301 redirect to a related post or page, or to your homepage.
Promote Old Blog Posts
Sometimes all your content needs is a bit of promotion to start ranking and getting traffic again. Share it on your social media, link to it from a new post – do something to get it discoverable again to your audience. This can give it the boost it needs to attract organic links too.
Which Blog Posts Should You Update?
Deciding when to update or rewrite blog posts is a decision that relies on one important thing: a content audit.
Use your Google Analytics to find out which blog posts used to drive tons of traffic, but no longer have the same reach. You can also use Google Search Console to find out which of your blog posts have lost visibility in comparison to previous months. I have a guide on website analysis using Google Analytics and Google Search Console you can follow.
If you use keyword tracking tools like SE Ranking, you can also use the data it provides to come up with a list of blog posts that have dropped in the rankings.
Make data-driven decisions to identify which blog posts would benefit from these updates – i.e., which ones still have the chance to recover their keyword rankings and organic traffic.
With Google’s helpful content update, which emphasizes better user experiences, it’s crucial to ensure your content remains relevant, valuable, and up-to-date.
How To Update Old Blog Posts for SEO
Updating articles can be an involved process. Here are some tips and tactics to help you get it right.
Author’s Note: I have a Comprehensive On-Page SEO Checklist you might also be interested in following while you’re doing your content audit.
Conduct New Keyword Research
Updating your post without any guide won’t get you far. Always do your keyword research to understand how users are searching for your given topic.
Proper research can also show you relevant questions and sections that can be added to the blog post you’re updating or rewriting. Make sure to take a look at the People Also Ask (PAA) section that shows up when you search for your target keyword. Check out other websites like Answer The Public, Reddit, and Quora to see what users are looking for too.
Look for New Ranking Opportunities
When trying to revive an old blog post for SEO, keep an eye out for new SEO opportunities (e.g., AI Overview, featured snippets, and related search terms) that didn’t exist when you first wrote your blog post. Some of these features can be targeted by the new content you will add to your post, if you write with the aim to be eligible for it.
Rewrite Headlines and Meta Tags
If you want to attract new readers, consider updating your headlines and meta tags.
Your headlines and meta tags should fulfill these three things:
- Reflect the rewritten and new content you’ve added to the blog post.
- Be optimized for the new keywords it’s targeting (if any).
- Appeal to your target audience – who may have changed tastes from when the blog post was originally made.
Remember that your meta tags in particular act like a brief advertisement for your blog post, since this is what the user first sees when your blog post is shown in the search results page.
Take a look at your blog post’s click-through rate on Google Search Console – if it falls below 2%, it’s definitely time for new meta tags.
Replace Outdated Information and Statistics
Updating blog content with current studies and statistics enhances the relevance and credibility of your post. By providing up-to-date information, you help your audience make better, well-informed decisions, while also showing that your content is trustworthy.
Tighten or Expand Ideas
Your old content might be too short to provide real value to users – or you might have rambled on and on in your post. It’s important to evaluate whether you need to make your content more concise, or if you need to elaborate more.
Keep the following tips in mind as you refine your blog post’s ideas:
- Evaluate Helpfulness: Measure how well your content addresses your readers’ pain points. Aim to follow the E-E-A-T model (Experience, Expertise, Authoritativeness, Trustworthiness).
- Identify Missing Context: Consider whether your content needs more detail or clarification. View it from your audience’s perspective and ask if the information is complete, or if more information is needed.
- Interview Experts: Speak with industry experts or thought leaders to get fresh insights. This will help support your writing, and provide unique points that enhance the value of your content.
- Use Better Examples: Examples help simplify complex concepts. Add new examples or improve existing ones to strengthen your points.
- Add New Sections if Needed: If your content lacks depth or misses a key point, add new sections to cover these areas more thoroughly.
- Remove Fluff: Every sentence should contribute to the overall narrative. Eliminate unnecessary content to make your post more concise.
- Revise Listicles: Update listicle items based on SEO recommendations and content quality. Add or remove headings to stay competitive with higher-ranking posts.
Improve Visuals and Other Media
No doubt that there are tons of old graphics and photos in your blog posts that can be improved with the tools we have today. Make sure all of the visuals used in your content are appealing and high quality.
Update Internal and External Links
Are your internal and external links up to date? They need to be for your SEO and user experience. Outdated links can lead to broken pages or irrelevant content, frustrating readers and hurting your site’s performance.
You need to check for any broken links on your old blog posts, and update them ASAP. Updating your old blog posts can also lead to new opportunities to link internally to other blog posts and pages, which may not have been available when the post was originally published.
Optimize for Conversions
When updating content, the ultimate goal is often to increase conversions. However, your conversion goals may have changed over the years.
So here’s what you need to check in your updated blog post. First, does the call-to-action (CTA) still link to the products or services you want to promote? If not, update it to direct readers to the current solution or offer.
Second, consider where you can use different conversion strategies. Don’t just add a CTA at the end of the post.
Last, make sure that the blog post leverages product-led content. It’s going to help you mention your products and services in a way that feels natural, without being too pushy. Being subtle can be a high ROI tactic for updated posts.
Key Takeaway
Reviving old blog articles for SEO is a powerful strategy that can breathe new life into your content and boost your website’s visibility. Instead of solely focusing on creating new posts, taking the time to refresh existing content can yield impressive results, both in terms of traffic and conversions.
By implementing these strategies, you can transform old blog posts into valuable resources that attract new readers and retain existing ones. So, roll up your sleeves, dive into your archives, and start updating your content today—your audience and search rankings will thank you!
SEO
How Compression Can Be Used To Detect Low Quality Pages
The concept of Compressibility as a quality signal is not widely known, but SEOs should be aware of it. Search engines can use web page compressibility to identify duplicate pages, doorway pages with similar content, and pages with repetitive keywords, making it useful knowledge for SEO.
Although the following research paper demonstrates a successful use of on-page features for detecting spam, the deliberate lack of transparency by search engines makes it difficult to say with certainty if search engines are applying this or similar techniques.
What Is Compressibility?
In computing, compressibility refers to how much a file (data) can be reduced in size while retaining essential information, typically to maximize storage space or to allow more data to be transmitted over the Internet.
TL/DR Of Compression
Compression replaces repeated words and phrases with shorter references, reducing the file size by significant margins. Search engines typically compress indexed web pages to maximize storage space, reduce bandwidth, and improve retrieval speed, among other reasons.
This is a simplified explanation of how compression works:
- Identify Patterns:
A compression algorithm scans the text to find repeated words, patterns and phrases - Shorter Codes Take Up Less Space:
The codes and symbols use less storage space then the original words and phrases, which results in a smaller file size. - Shorter References Use Less Bits:
The “code” that essentially symbolizes the replaced words and phrases uses less data than the originals.
A bonus effect of using compression is that it can also be used to identify duplicate pages, doorway pages with similar content, and pages with repetitive keywords.
Research Paper About Detecting Spam
This research paper is significant because it was authored by distinguished computer scientists known for breakthroughs in AI, distributed computing, information retrieval, and other fields.
Marc Najork
One of the co-authors of the research paper is Marc Najork, a prominent research scientist who currently holds the title of Distinguished Research Scientist at Google DeepMind. He’s a co-author of the papers for TW-BERT, has contributed research for increasing the accuracy of using implicit user feedback like clicks, and worked on creating improved AI-based information retrieval (DSI++: Updating Transformer Memory with New Documents), among many other major breakthroughs in information retrieval.
Dennis Fetterly
Another of the co-authors is Dennis Fetterly, currently a software engineer at Google. He is listed as a co-inventor in a patent for a ranking algorithm that uses links, and is known for his research in distributed computing and information retrieval.
Those are just two of the distinguished researchers listed as co-authors of the 2006 Microsoft research paper about identifying spam through on-page content features. Among the several on-page content features the research paper analyzes is compressibility, which they discovered can be used as a classifier for indicating that a web page is spammy.
Detecting Spam Web Pages Through Content Analysis
Although the research paper was authored in 2006, its findings remain relevant to today.
Then, as now, people attempted to rank hundreds or thousands of location-based web pages that were essentially duplicate content aside from city, region, or state names. Then, as now, SEOs often created web pages for search engines by excessively repeating keywords within titles, meta descriptions, headings, internal anchor text, and within the content to improve rankings.
Section 4.6 of the research paper explains:
“Some search engines give higher weight to pages containing the query keywords several times. For example, for a given query term, a page that contains it ten times may be higher ranked than a page that contains it only once. To take advantage of such engines, some spam pages replicate their content several times in an attempt to rank higher.”
The research paper explains that search engines compress web pages and use the compressed version to reference the original web page. They note that excessive amounts of redundant words results in a higher level of compressibility. So they set about testing if there’s a correlation between a high level of compressibility and spam.
They write:
“Our approach in this section to locating redundant content within a page is to compress the page; to save space and disk time, search engines often compress web pages after indexing them, but before adding them to a page cache.
…We measure the redundancy of web pages by the compression ratio, the size of the uncompressed page divided by the size of the compressed page. We used GZIP …to compress pages, a fast and effective compression algorithm.”
High Compressibility Correlates To Spam
The results of the research showed that web pages with at least a compression ratio of 4.0 tended to be low quality web pages, spam. However, the highest rates of compressibility became less consistent because there were fewer data points, making it harder to interpret.
Figure 9: Prevalence of spam relative to compressibility of page.
The researchers concluded:
“70% of all sampled pages with a compression ratio of at least 4.0 were judged to be spam.”
But they also discovered that using the compression ratio by itself still resulted in false positives, where non-spam pages were incorrectly identified as spam:
“The compression ratio heuristic described in Section 4.6 fared best, correctly identifying 660 (27.9%) of the spam pages in our collection, while misidentifying 2, 068 (12.0%) of all judged pages.
Using all of the aforementioned features, the classification accuracy after the ten-fold cross validation process is encouraging:
95.4% of our judged pages were classified correctly, while 4.6% were classified incorrectly.
More specifically, for the spam class 1, 940 out of the 2, 364 pages, were classified correctly. For the non-spam class, 14, 440 out of the 14,804 pages were classified correctly. Consequently, 788 pages were classified incorrectly.”
The next section describes an interesting discovery about how to increase the accuracy of using on-page signals for identifying spam.
Insight Into Quality Rankings
The research paper examined multiple on-page signals, including compressibility. They discovered that each individual signal (classifier) was able to find some spam but that relying on any one signal on its own resulted in flagging non-spam pages for spam, which are commonly referred to as false positive.
The researchers made an important discovery that everyone interested in SEO should know, which is that using multiple classifiers increased the accuracy of detecting spam and decreased the likelihood of false positives. Just as important, the compressibility signal only identifies one kind of spam but not the full range of spam.
The takeaway is that compressibility is a good way to identify one kind of spam but there are other kinds of spam that aren’t caught with this one signal. Other kinds of spam were not caught with the compressibility signal.
This is the part that every SEO and publisher should be aware of:
“In the previous section, we presented a number of heuristics for assaying spam web pages. That is, we measured several characteristics of web pages, and found ranges of those characteristics which correlated with a page being spam. Nevertheless, when used individually, no technique uncovers most of the spam in our data set without flagging many non-spam pages as spam.
For example, considering the compression ratio heuristic described in Section 4.6, one of our most promising methods, the average probability of spam for ratios of 4.2 and higher is 72%. But only about 1.5% of all pages fall in this range. This number is far below the 13.8% of spam pages that we identified in our data set.”
So, even though compressibility was one of the better signals for identifying spam, it still was unable to uncover the full range of spam within the dataset the researchers used to test the signals.
Combining Multiple Signals
The above results indicated that individual signals of low quality are less accurate. So they tested using multiple signals. What they discovered was that combining multiple on-page signals for detecting spam resulted in a better accuracy rate with less pages misclassified as spam.
The researchers explained that they tested the use of multiple signals:
“One way of combining our heuristic methods is to view the spam detection problem as a classification problem. In this case, we want to create a classification model (or classifier) which, given a web page, will use the page’s features jointly in order to (correctly, we hope) classify it in one of two classes: spam and non-spam.”
These are their conclusions about using multiple signals:
“We have studied various aspects of content-based spam on the web using a real-world data set from the MSNSearch crawler. We have presented a number of heuristic methods for detecting content based spam. Some of our spam detection methods are more effective than others, however when used in isolation our methods may not identify all of the spam pages. For this reason, we combined our spam-detection methods to create a highly accurate C4.5 classifier. Our classifier can correctly identify 86.2% of all spam pages, while flagging very few legitimate pages as spam.”
Key Insight:
Misidentifying “very few legitimate pages as spam” was a significant breakthrough. The important insight that everyone involved with SEO should take away from this is that one signal by itself can result in false positives. Using multiple signals increases the accuracy.
What this means is that SEO tests of isolated ranking or quality signals will not yield reliable results that can be trusted for making strategy or business decisions.
Takeaways
We don’t know for certain if compressibility is used at the search engines but it’s an easy to use signal that combined with others could be used to catch simple kinds of spam like thousands of city name doorway pages with similar content. Yet even if the search engines don’t use this signal, it does show how easy it is to catch that kind of search engine manipulation and that it’s something search engines are well able to handle today.
Here are the key points of this article to keep in mind:
- Doorway pages with duplicate content is easy to catch because they compress at a higher ratio than normal web pages.
- Groups of web pages with a compression ratio above 4.0 were predominantly spam.
- Negative quality signals used by themselves to catch spam can lead to false positives.
- In this particular test, they discovered that on-page negative quality signals only catch specific types of spam.
- When used alone, the compressibility signal only catches redundancy-type spam, fails to detect other forms of spam, and leads to false positives.
- Combing quality signals improves spam detection accuracy and reduces false positives.
- Search engines today have a higher accuracy of spam detection with the use of AI like Spam Brain.
Read the research paper, which is linked from the Google Scholar page of Marc Najork:
Detecting spam web pages through content analysis
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SEO
New Google Trends SEO Documentation
Google Search Central published new documentation on Google Trends, explaining how to use it for search marketing. This guide serves as an easy to understand introduction for newcomers and a helpful refresher for experienced search marketers and publishers.
The new guide has six sections:
- About Google Trends
- Tutorial on monitoring trends
- How to do keyword research with the tool
- How to prioritize content with Trends data
- How to use Google Trends for competitor research
- How to use Google Trends for analyzing brand awareness and sentiment
The section about monitoring trends advises there are two kinds of rising trends, general and specific trends, which can be useful for developing content to publish on a site.
Using the Explore tool, you can leave the search box empty and view the current rising trends worldwide or use a drop down menu to focus on trends in a specific country. Users can further filter rising trends by time periods, categories and the type of search. The results show rising trends by topic and by keywords.
To search for specific trends users just need to enter the specific queries and then filter them by country, time, categories and type of search.
The section called Content Calendar describes how to use Google Trends to understand which content topics to prioritize.
Google explains:
“Google Trends can be helpful not only to get ideas on what to write, but also to prioritize when to publish it. To help you better prioritize which topics to focus on, try to find seasonal trends in the data. With that information, you can plan ahead to have high quality content available on your site a little before people are searching for it, so that when they do, your content is ready for them.”
Read the new Google Trends documentation:
Get started with Google Trends
Featured Image by Shutterstock/Luis Molinero
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