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Google PageRank Explained for SEO Beginners

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Google PageRank Explained for SEO Beginners

Celebrate the Holidays with some of SEJ’s best articles of 2023.

Our Festive Flashback series runs from December 21 – January 5, featuring daily reads on significant events, fundamentals, actionable strategies, and thought leader opinions.

2023 has been quite eventful in the SEO industry and our contributors produced some outstanding articles to keep pace and reflect these changes.

Catch up on the best reads of 2023 to give you plenty to reflect on as you move into 2024.


PageRank was once at the very core of search – and was what made Google the empire it is today.

Even if you believe that search has moved on from PageRank, there’s no denying that it has long been a pervasive concept in the industry.

Every SEO pro should have a good grasp of what PageRank was – and what it still is today.

In this article, we’ll cover:

  • What is PageRank?
  • The history of how PageRank evolved.
  • How PageRank revolutionized search.
  • Toolbar PageRank vs. PageRank.
  • How PageRank works.
  • How PageRank flows between pages.
  • Is PageRank still used?

Let’s dive in.

What Is PageRank?

Created by Google founders Larry Page and Sergey Brin, PageRank is an algorithm based on the combined relative strengths of all the hyperlinks on the Internet.

Most people argue that the name was based on Larry Page’s surname, whilst others suggest “Page” refers to a web page. Both positions are likely true, and the overlap was probably intentional.

When Page and Brin were at Stanford University, they wrote a paper entitled: The PageRank Citation Ranking: Bringing Order to the Web.

Published in January 1999, the paper demonstrates a relatively simple algorithm for evaluating the strength of web pages.

Image from patents.google.com, April 2023patent of pagerank: seed pages

The paper went on to become a patent in the U.S. (but not in Europe, where mathematical formulas are not patentable).

 

start to finish of pagerank processImage from patents.google.com, April 2023start to finish of pagerank process

Stanford University owns the patent and has assigned it to Google. The patent is currently due to expire in 2027.

process pantent of pagerankImage from patents.google.com, April 2023process pantent of pagerank

The History Of How PageRank Evolved

During their time at Stanford in the late 1990s, both Brin and Page were looking at information retrieval methods.

At that time, using links to work out how “important” each page was relative to another was a revolutionary way to order pages. It was computationally difficult but by no means impossible.

The idea quickly turned into Google, which at that time was a minnow in the world of search.

There was so much institutional belief in Google’s approach from some parties that the business initially launched its search engine with no ability to earn revenue.

And while Google (known at the time as “BackRub”) was the search engine, PageRank was the algorithm it used to rank pages in the search engine results pages (SERPs).

The Google Dance

One of the challenges of PageRank was that the math, whilst simple, needed to be iteratively processed. The calculation runs multiple times, over every page and every link on the Internet. At the turn of the millennium, this math took several days to process.

The Google SERPs moved up and down during that time. These changes were often erratic, as new PageRanks were being calculated for every page.

This was known as the “Google Dance,” and it notoriously stopped SEO pros of the day in their tracks every time Google started its monthly update.

(The Google Dance later became the name of an annual party that Google ran for SEO experts at its headquarters in Mountain View.)

Trusted Seeds

A later iteration of PageRank introduced the idea of a “trusted seed” set to start the algorithm rather than giving every page on the Internet the same initial value.

Reasonable Surfer

Another iteration of the model introduced the idea of a “reasonable surfer.”

This model suggests that the PageRank of a page might not be shared evenly with the pages it links out to – but could weight the relative value of each link based on how likely a user might be to click on it.

The Retreat Of PageRank

Google’s algorithm was initially believed to be “unspam-able” internally since the importance of a page was dictated not just by its content but also by a sort of “voting system” generated by links to the page.

Google’s confidence did not last, however.

PageRank started to become problematic as the backlink industry grew. So Google withdrew it from public view, but continued to rely on it for its ranking algorithms.

The PageRank Toolbar was withdrawn by 2016, and eventually, all public access to PageRank was curtailed. But by this time, Majestic (an SEO tool), in particular, had been able to correlate its own calculations quite well with PageRank.

Google spent many years encouraging SEO professionals away from manipulating links through its “Google Guidelines” documentation and through advice from its spam team, headed up by Matt Cutts, until January 2017.

Google’s algorithms were also changing during this time.

The company was relying less on PageRank and, following the purchase of MetaWeb and its proprietary Knowledge Graph (called “Freebase” in 2014), Google started to index the world’s information in different ways.

Toolbar PageRank Vs. PageRank

Google was initially so proud of its algorithm that it was happy to publicly share the result of its calculation to anyone who wanted to see it.

The most notable representation was a toolbar extension for browsers like Firefox, which showed a score between 0 and 10 for every page on the Internet.

In truth, PageRank has a much wider range of scores, but 0-10 gave SEO pros and consumers an instant way to assess the importance of any page on the Internet.

The PageRank Toolbar made the algorithm extremely visible, which also came with complications. In particular, it meant that it was clear that links were the easiest way to “game” Google.

The more links (or, more accurately, the better the link), the better a page could rank in Google’s SERPs for any targeted keyword.

This meant that a secondary market was formed, buying and selling links valued on the PageRank of the URL where the link was sold.

This problem was exacerbated when Yahoo launched a free tool called Yahoo Search Explorer, which allowed anyone the ability to start finding links into any given page.

Later, two tools – Moz and Majestic – built on the free option by building their own indexes on the Internet and separately evaluating links.

How PageRank Revolutionized Search

Other search engines relied heavily on analyzing the content on each page individually. These methods had little to identify the difference between an influential page and one simply written with random (or manipulative) text.

This meant that the retrieval methods of other search engines were extremely easy for SEO pros to manipulate.

Google’s PageRank algorithm, then, was revolutionary.

Combined with a relatively simple concept of “nGrams” to help establish relevancy, Google found a winning formula.

It soon overtook the main incumbents of the day, such as AltaVista and Inktomi (which powered MSN, amongst others).

By operating at a page level, Google also found a much more scalable solution than the “directory” based approach adopted by Yahoo and later DMOZ – although DMOZ (also called the Open Directory Project) was able to provide Google initially with an open-source directory of its own.

How PageRank Works

The formula for PageRank comes in a number of forms but can be explained in a few sentences.

Initially, every page on the internet is given an estimated PageRank score. This could be any number. Historically, PageRank was presented to the public as a score between 0 and 10, but in practice, the estimates do not have to start in this range.

The PageRank for that page is then divided by the number of links out of the page, resulting in a smaller fraction.

The PageRank is then distributed out to the linked pages – and the same is done for every other page on the Internet.

Then for the next iteration of the algorithm, the new estimate for PageRank for each page is the sum of all the fractions of pages that link into each given page.

The formula also contains a “damping factor,” which was described as the chance that a person surfing the web might stop surfing altogether.

Before each subsequent iteration of the algorithm starts, the proposed new PageRank is reduced by the damping factor.

This methodology is repeated until the PageRank scores reach a settled equilibrium. The resulting numbers were then generally transposed into a more recognizable range of 0 to 10 for convenience.

One way to represent this mathematically is:

PageRank FormulaImage from author, April 2023PageRank Formula

Where:

  • PR = PageRank in the next iteration of the algorithm.
  • d = damping factor.
  • j = the page number on the Internet (if every page had a unique number).
  • n=total number of pages on the Internet.
  • i = the iteration of the algorithm (initially set as 0).

The formula can also be expressed in Matrix form.

Problems And Iterations To The Formula

The formula has some challenges.

If a page does not link out to any other page, then the formula will not reach an equilibrium.

In this event, therefore, the PageRank would be distributed amongst every page on the Internet. In this way, even a page with no incoming links could get some PageRank – but it would not accumulate enough to be significant.

Another less documented challenge is that newer pages, whilst potentially more important than older pages, will have a lower PageRank. This means that over time, old content can have a disproportionately high PageRank.

The time a page has been live is not factored into the algorithm.

How PageRank Flows Between Pages

If a page starts with a value of 5 and has 10 links out, then every page it links to is given 0.5 PageRank (less the damping factor).

In this way, the PageRank flows around the Internet between iterations.

As new pages come onto the Internet, they start with only a tiny amount of PageRank. But as other pages start to link to these pages, their PageRank increases over time.

Is PageRank Still Used?

Although public access to PageRank was removed in 2016, it is believed the score is still available to search engineers within Google.

A leak of the factors used by Yandex showed that PageRank remained as a factor that it could use.

Google engineers have suggested that the original form of PageRank was replaced with a new approximation that requires less processing power to calculate. Whilst the formula is less important in how Google ranks pages, it remains a constant for each web page.

And regardless of what other algorithms Google might choose to call upon, PageRank likely remains embedded in many of the search giant’s systems to this day.

Dixon explains how PageRank works in more detail in this video:



Original Patents And Papers For More In-Depth Reading:

More resources:


Featured Image: VectorMine/Shutterstock

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12 Link Builders Share Strategies That Work in 2024

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12 Link Builders Share Strategies That Work in 2024

I asked 12 SEOs for the link building strategy that’s working best for them right now.

Here are the tactics they shared, how to do them, and tips for success. 

This has been my go-to link building strategy for quite some time now. What makes this approach very effective is that it touches multiple campaign objectives beyond just building topical authority and improving search rankings.

Jason AcidreJason Acidre

How to do it

Let’s say you were doing this for MailChimp. You might want to find listicles that feature brands like ConvertKit and Aweber but not MailChimp—like this one: 

List of the best email marketing software that features brands like ConvertKit and Aweber but not MailChimpList of the best email marketing software that features brands like ConvertKit and Aweber but not MailChimp

To find these, run this search in Ahrefs’ Content Explorer: 

[competitor 1] +[competitor 2] -[your brand] title:(best OR top)

For example, to find listicles that mention Aweber and ConvertKit but not MailChimp, you’d search for: convertkit +aweber -mailchimp title:(best OR top)

Searching for listicles in Content ExplorerSearching for listicles in Content Explorer

If you spot a listicle where you feel you should be listed, find their email address and reach out to them. 

Here’s an example email Jason used: 

Example outreach email from Jason AcidreExample outreach email from Jason Acidre

I don’t recommend copying Jason’s email word for word, but here’s his and Alex Tachalova’s advice on what to include: 

Some key pointers for emails: 

  • Briefly highlight why your product or service merits inclusion on their list.
  • Reference other reputable lists that have already featured your product or service.
  • Inquire about their criteria and requirements for inclusion.
  • Offer free tool access, complimentary products for review, or case studies that they can review (if you’re providing a service).
Jason AcidreJason Acidre

Our pitches generally include: 

  • The client’s previous features in listicle posts.
  • A suggestion to collaborate on enhancing the quality of their listicle post, given the client’s industry expertise.
  • An analysis of top-ranking listicle posts to identify missing tools or information that could offer a competitive edge and improve their post’s rankings.
Alexandra TachalovaAlexandra Tachalova

As Jason points out, this strategy has benefits beyond improving rankings for your website. It also exposes your brand to more people as you’re consistently listed as a top option in your industry. 

For example, Jason got his client mentioned in nearly every top-ranking listicle for “best dropshipping suppliers.” That’s a lot of extra brand exposure! 

Apart from the selfie battle I have with Tim Soulo, this is one of the most effective link-building strategies we’re using right now. 

Jason HennesseyJason Hennessey

How to do it

Start by finding a trending topic journalists care about. Google News and Google Trends are good places to start. 

We start by identifying current trends using tools like Google Trends and monitoring industry news. 

Jason HennesseyJason Hennessey

We use lots of techniques from monitoring news sources in real time to conducting research with Google News to understand the types of topics that have been previously covered at specific times of year. 

Amanda WallsAmanda Walls

You can also use the Growth metric in Ahrefs’ Keywords Explorer.

For example, if I enter “vaping” and sort by the Growth column, I see lots of lung health searches breaking out in the past three months: 

Growth for terms related to lung health and vaping in the past three months, via Ahrefs' Keywords ExplorerGrowth for terms related to lung health and vaping in the past three months, via Ahrefs' Keywords Explorer

I also see this echoed in Google News: 

Google News results for vaping features many stories about lung issuesGoogle News results for vaping features many stories about lung issues

It’s then a case of sourcing some unique data, publishing it in an easy-to-utilize format, and sending it to journalists. Matt Diggity shared a few great sources with me: 

For government databases you have usa.gov for the states. Data.gov is another alternative. UK Data Service is the equivalent for the UK. Eurostat is great for other countries in the EU. And Statistics Canada is for… yeah, Canada. Internationally, World Bank Open Data and United Nations Data are treasure troves. Pew Research Center is great for social issues, public opinion, and demographic trends. FBI Crime Data Explorer is great for crime stats. And the CDC is great for health data. 

Matt DiggityMatt Diggity

Amanda also often uses freedom of information (FOI) requests for data, as she did for her piece on the UK’s illegal vape hotspots:

UK illegal vaping hotspots campaignUK illegal vaping hotspots campaign

This campaign earned links from 72 referring domains and got featured in many online newspapers: 

The campaign earned links from 72 referring domains according to AhrefsThe campaign earned links from 72 referring domains according to Ahrefs
Lancashire Post article that links to the campaignLancashire Post article that links to the campaign
Example feature in the Lancashire Post
Ardrossan & Saltcoats Herald article that links to the campaignArdrossan & Saltcoats Herald article that links to the campaign
Example feature in the Ardrossan & Saltcoats Herand
South Wales Guardian article that links to the campaignSouth Wales Guardian article that links to the campaign
Example feature in the South Wales Guardian

How do you find journalists? 

Here’s Jason’s advice: 

We start by researching those who have previously covered similar topics or industries. We use tools like Muck Rack, Cision, or even X to find journalists by searching for keywords related to our story. We look at bylines in relevant publications to see who is writing about related subjects and review their past articles to understand their interests and writing style. 

Jason HennesseyJason Hennessey

Journalists are always looking for comments, tips and advice from thought leaders. Nurture these relationships and meet request deadlines, and you position yourself as the PR expert who can help during busy periods.

Eva ChengEva Cheng

How to do it

One way is to sign up for HARO and other alternatives, but Eva recommends a more proactive approach. She builds relationships with journalists relevant to her clients so they come directly to her for tips and quotes.

How can you find these people? 

Eva uses keyword alerts: 

I have Google Alerts set up for relevant keywords related to a brand or topic. For example, I have the words “vet,” “dog behaviour,” and “cat behaviour” set up for a pet insurance brand so I can see the related coverage mentioning these words. 

Eva ChengEva Cheng

You can also use Ahrefs Alerts. The benefit of this over Google Alerts is that you can filter by language, traffic, Domain Rating (DR), etc. to separate the wheat from the chaff: 

Setting up alerts for "cat behaviour" in Ahrefs AlertsSetting up alerts for "cat behaviour" in Ahrefs Alerts

Alternatively, use Content Explorer to find people who’ve talked about topics recently. Just search for a keyword and filter for pages published in the last 90 days. 

For example, if I search for “vet,” I see this recent article on a DR 83 site from Jessie Quinn: 

Content Explorer shows the author of the postContent Explorer shows the author of the post

It looks like she’s written a couple of pet-related articles recently: 

This author has written a few pet-related articlesThis author has written a few pet-related articles

Her profile also says she writes for many well-known sites and has a pug called Daphne: 

She also has a pet of her ownShe also has a pet of her own

This journalist would clearly be a great person to build a relationship with! 

How? Eva says it all starts with a simple “hello”:

Reach out and introduce yourself and your client to journalists and niche publications who cover related topics regularly. Offer them the opportunity to receive exclusive commentary when requested. After a journalist has covered your campaign or expert commentary, always drop them a note to say thank you. You never know it can also lead to another request or opportunity for your client. 

Eva ChengEva Cheng

Oh, and don’t rely on AI when actually replying to requests, whether direct or via platforms like HARO. Greg explains why: 

AI is not yet capable of replacing a high quality writer. Simply copy/pasting their content over to a journalist outreach email is a fantastic way to earn your client a spot on a journalist or publication’s ban list. When our writers use AI, they use it for idea generation to overcome writer’s block. This is how I recommend using it. 

Greg HeilersGreg Heilers

Data-driven digital PR campaigns, like maps, are our most effective method for driving backlinks at the moment. 

George DriscollGeorge Driscoll

How to do it

Start by brainstorming topics with map potential that make sense for your brand. 

Ask yourself, what would a journalist and user expect you to be an expert on? For a cocktail brand, doing a map on speakeasy bars around the world would make perfect sense, or a map on the rooftop bars with the best reviews, etc. 

George DriscollGeorge Driscoll

If you’re struggling for ideas, search for a topic in Content Explorer and filter for pages with lots of backlinks. These are proven ideas you know people want to link to.

For example, if I search for “tax,” I see over 300 referring domains to a page listing countries where you have to pay “tourist tax”: 

This list of countries with tourist taxes has links from 325 referring domainsThis list of countries with tourist taxes has links from 325 referring domains

This immediately sparks an idea: map out countries with the most and least expensive “tourist taxes.” 

Once you have your map, send it to journalists who might be interested in covering it. 

Find journalists who write about that kind of content, either literally map based data, or perhaps in the example above, they write about travel. 

George DriscollGeorge Driscoll

George did this for his map of which states will pay the most taxes over their lifetime… 

George's campaign for which states pay the most taxes in their lifetimeGeorge's campaign for which states pay the most taxes in their lifetime

… earning links from 188 referring domains in the process: 

George's campaign earned links from 188 referring domains according to AhrefsGeorge's campaign earned links from 188 referring domains according to Ahrefs

As Jason suggested earlier, tools like MuckRack, Cision, and X can be useful for finding journalists interested in your topic. But you can also just search Content Explorer for pages published about a topic in the last 90 days, and extract journalist names from there. 

Using Content Explorer to find journalists who've covered a topic in the last 90 daysUsing Content Explorer to find journalists who've covered a topic in the last 90 days

Our unique process for this has worked amazingly well for us for years now. In fact, we’ve just finished some internal research and found our assets like this generate an average of 102 referring domains. 

Darren KingmanDarren Kingman

How to do it

  1. Enter a topic into Ahrefs’ Keywords Explorer
  2. Go to the Matching terms report
  3. Filter for keywords that include terms like “statistics,” “facts,” “graph,” etc.
Finding stats keywords in Keywords ExplorerFinding stats keywords in Keywords Explorer

This will find keywords people search for when looking for facts and figures for their articles. Rank for these, and your page will often earn links on autopilot. 

Here’s Darren’s advice on what make a good keyword: 

The most important thing is that there isn’t just one or two top-ranking pages soaking up all the links. If there’s 3 or 4 that have 100+ and a couple with 20+ or so, that’s all good. It shows there’s a nice spread and journalists/linkers are happy to mix it up themselves. 

Darren KingmanDarren Kingman

This is exactly how the SERP looks for “uk salary statistics:” 

The top search results for "uk salary statistics" have lots of referring domainsThe top search results for "uk salary statistics" have lots of referring domains

In fact, Darren and his team created one of the top-ranking pages. As of today, it’s earned links from 98 referring domains: 

Darren's page, which earned links from 98 referring domainsDarren's page, which earned links from 98 referring domains

And this is without outreach! 

Importantly, we don’t do outreach for these campaigns. They’re designed to remove that element of time and therefore making it more affordable for clients compared to our other activities. 

Darren KingmanDarren Kingman

How do you create a winning page? It’s all about picking low-hanging opportunities and beating the competition on the content front. 

We’re often looking for opportunities where the ranking pages aren’t properly fulfiling a user’s intention. They may not have many images to engage users, the key stats might be buried in a wall of copy, etc. So we’re utilising content marketing 101 to see where we might be able to elevate a page and make it more engaging. 

Darren KingmanDarren Kingman

From some campaigns, I’ve seen over 291 referring domains secured from media sites. The crazier the giveaway, the more chance of backlinks. 

James NorquayJames Norquay

How to do it

Brainstorm trending topics with potential for a unique promotion that you can tie back to your brand. 

For example, Dish Network ran a promotion offering $1,000 to anyone willing to binge watch 15 hours of The Office: 

Dish promotion where you could earn $1k for watching The OfficeDish promotion where you could earn $1k for watching The Office

It earned links from 150 referring domains, including big media sites like Thrillist, Business Insider, CNET, Mental Floss, and many others. 

Dish's campaign earned links from 150 referring domainsDish's campaign earned links from 150 referring domains

Struggling for ideas? Try asking ChatGPT: 

Hey ChatGPT. I found a unique promotion online where Dish Network offered to pay people $1,000 to binge watch 15 hours of The Office. My brand is [brief description]. Give me a few ideas for a similar promotion I can run.

Here’s one idea it came up with for a coffee brand: 

ChatGPT is a great way to come up with ideas for your brandChatGPT is a great way to come up with ideas for your brand

Not bad! 

But who should you tell about your wacky campaign once you have it? Here’s a smart tip from James: 

It’s as simple as reaching out to the same publications and journalists who’ve covered similar things before. You can find plenty of these already online from movies and tv shows. 

James NorquayJames Norquay

For example, you can just export the 150 sites linking to The Office campaign via Site Explorer and reach out to them. 

Find people linking to similar campaigns in Site Explorer, then reach out to themFind people linking to similar campaigns in Site Explorer, then reach out to them

I have to give credit to Russ Jones (RIP) who was one of the most switched on link builders and SEOs I have ever met for this tip he shared with me. 

James NorquayJames Norquay

How to do it

Start by finding relevant pages with lots of backlinks in Ahrefs: 

  1. Search for a topic in Content Explorer
  2. Filter for pages with 100+ referring domains
  3. Filter out subdomains, homepages, and multiple pages per domain
Finding pages with lots of backlinks in Content ExplorerFinding pages with lots of backlinks in Content Explorer

In the example above, there are 1,952 pages about tax with links from over 100 websites. One of them is this federal income tax calculator with 1,500 referring domains: 

Example of a page with a federal income tax calculator that has backlinks from over 1,500 referring domainsExample of a page with a federal income tax calculator that has backlinks from over 1,500 referring domains

Next, run a free audit with a tool like AccessScan to check how accessible the page is for people with disabilities: 

Running a compliance audit with AccessScanRunning a compliance audit with AccessScan

In this case, the page is non-compliant. This means that over 1,500 sites are linking to a resource that isn’t accessible for users with vision, motor and cognitive impairments—including a few government and education websites: 

Filtering for educational and government backlinks in Site ExplorerFiltering for educational and government backlinks in Site Explorer

Here’s what James says to do next: 

You reach out to the website and say the resource on your page is not accessible to visually impaired users. This is a highly successful outreach method vs just sending emails at scale asking for guest posts. 

James NorquayJames Norquay

Of course, this does mean you need to create an alternative resource that is compliant. But that’s easily worth it when there’s a pool of hundreds or thousands of potential linkers. 

I know it might sound a bit old-school, but guest posting still delivers great results. However, the days of mass emailing generic pitches are over. The strategy is the same—offering valuable content for a link—but the execution needs a fresh approach. 

Bibi Lauri RavenBibi Lauri Raven

How to do it

First, you need to find sites that might be open to a guest post. 

To do that: 

  1. Run an “In title” search for a broad industry term in Content Explorer
  2. Filter for sites with a Domain Rating (DR) between 30-60 (this removes big sites that probably won’t accept guest posts)
  3. Go to the “Websites” tab
Searching for guest post prospects in Content ExplorerSearching for guest post prospects in Content Explorer

Here you will see the top 100 sites getting the most search traffic to content about your topic. These are good sites to pitch a guest post, as they’ve already written about similar topics before. 

Bibi recommends using AI to help with your pitch: 

Ai is an awesome tool [for pitching]. It can help you create everything from catchy subject lines to compelling pitches and even eye-catching visuals. 

Bibi Lauri RavenBibi Lauri Raven

For example, she used AI to create Midjourney images that combined cats and dogs with her target niche. When she reached out to trucking companies, this charming approach got a lot of positive attention. 

One of the images Bibi used in an outreach campaignOne of the images Bibi used in an outreach campaign

If zany or “out there” isn’t really your jam, that’s fine. As Bibi says, it’s not a necessity. The point is to use AI to improve your pitches and make them more creative. 

You don’t always need to be funny or wild, but AI lets you create highly targeted content in formats that would typically require a whole team with specialised skills. So, even though guest posting might seem basic, the possibilities are endless with AI. Just keep experimenting with it! 

Bibi Lauri RavenBibi Lauri Raven

Find a page with links, make something better, pitch it as a replacement (aka the “skyscraper” technique)

[/blockquote]

Most people assume that “skyscraper” is dead because it worked well in 2017, then got abused until it didn’t work anymore. But we’re finding that it’s starting to open up again now.

Eric CarrellEric Carrell

How it works

This is arguably the most famous link building technique there is, but if you’ve been hiding in a cave for the last decade, here’s how it works in a nutshell: 

How the Skyscraper Technique worksHow the Skyscraper Technique works

For example, this list of best headphone recommendations has 469 referring domains… 

Example of a potential skyscraper prospectExample of a potential skyscraper prospect

… but it hasn’t been updated since 2021: 

The page hasn't been updated for years and is now out of dateThe page hasn't been updated for years and is now out of date

Given how fast the headphone industry moves these days, this means that hundreds of sites are linking to a completely outdated list of recommendations. 

To take advantage of this, you would: 

  1. Publish an up-to-date list of headphone recommendations (aka. “skyscraper” content)
  2. Pitch this as a replacement to everyone linking to the outdated post.

Here’s a quick tip from Eric to help maximise your results: 

Give people extra incentive to link by offering to share their content on your social networks. We do this when promoting our clients’ content and it still works relatively well. 

Eric CarrellEric Carrell

Keep learning

Thanks to everyone who contributed to this post. If you want to learn even more about building links, check out these posts and courses: 

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Google AIO Is Ranking More Niche Specific Sites

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Google AIO Is Ranking More Niche Specific Sites

New data from BrightEdge shows significant changes to Google AI Overviews, prioritizing topic-specific sites and a stronger focus on ecommerce ahead of the year-end shopping season.

Google Core Update And AIO

An interesting insight from the data is that there is more overlap between AIO and Google’s organic search results, that there is more agreement between the two results. Is AIO mirroring the organic search results or are the organic search results more closely aligned with AIO?

The organic search results themselves changed after the August 2024 core algorithm update and so did AIO. BrightEdge’s data offers evidence of how Google’s organic search results changed.

BrightEdge data shows:

  • The overlap of URLs cited in AI Overviews with those ranking in the top 100 increased from 37% to 41% post-update.
  • This is following Google’s August 15th Core Update.
  • The shift indicates that AI Overviews are prioritizing organic results more than before, pulling from lower-ranked results to create comprehensive responses.

BrightEdge data shows that AIO is ranking lower-ranked web pages for more precise answers. Something else to consider is that both AIO and the organic search results changed and it could be the criteria for ranking changed in a similar way for both AIO and organic, that the algorithms for both are doing something similar.

A significant characteristic of the last update is that it is showing less of the big brand sites and more of the independent niche sites. BrightEdge data shows that AIO is also ranking websites that are more precisely about a topic.

Keep reading because there’s more about that in BrightEdge’s data which could offer insights into what’s going on in the organic SERPs.

BrightEdge Dataset

Research was conducted using the BrightEdge Data Cube X, an SEO and content performance platform for researching industries. |

Data Cube X Facilitates:

  • Comprehensive Keyword Research
  • Competitive Analysis:
  • Automated AI-Powered Content and Keyword Research
  • Traffic Fluctuation Analysis

Non-Logged-In AI Overviews

Google has rolled out AI Overviews (AIO) to users that are not logged-in to Google accounts, expanding the audience for AIO to a greater amount of people. But it’s not showing across all industries. The data shows that the integration of AIO varies.

Within the context of users who are not logged in, Ecommerce search results for not logged-in users dropped in AIO is less than logged-in users by a whopping 90%.

Users that are not logged-in didn’t see AIO in the following topics:

  • Education: 21% relative decrease
  • B2B Tech: 17% relative decrease
  • Healthcare: 16% relative decrease

Although there’s a decrease in AIO shown to non-logged-in users for ecommerce queries, there is an increase in product grids that are shown to these users compared to logged-in users. BrightEdge speculates that Google is better able to target logged-in users and is thus showing product grids to them on a more precise basis than to non-logged-in users.

More Product Comparisons

BrightEdge’s data indicates that Google AIO is showing more product comparisons and visuals.

Their data shows:

  • In August, product carousels for apparel-related queries increased by 172%.
  • The use of unordered lists across industries rose by 42%.

These adjustments make AI Overviews more user-friendly by organizing complex product features and specifications for easier decision-making.

All of those features allow users to make comparisons between products by what the products look like as well as by price. A takeaway from this data is that it may be increasingly important to show original product images (if possible) and to make sure that images shown are high quality and allow users to get a good sense of the product.

Data is always important and it’s a good way to make a product listing or product review stand apart from competitors. Any information that makes improves a consumer’s decision making is valuable.

A good example is for clothing where it’s not enough to indicate that something is a size small, medium or large. Sizes are inconsistent from manufacturer to manufacturer and even within a brand’s own products. So, for clothing, it may be useful to add comparison information about actual sizes within a product line in terms of inches or metric measurement so that a consumer can make an even better choice.

Comparison between products, especially within the context of a product review, is important. One of the product review best practices (and maybe a ranking factor) that is recommended by Google is a comparison of the product being reviewed. Google’s product reviews best practices recommendation is that publishers compare a product to another product so that users can presumably make a better decision.

Google recommends:

  • “Cover comparable things to consider, or explain which might be best for certain uses or circumstances.”

According to BrightEdge:

“As the holiday shopping season approaches Google is refining AIO search results to focus on comparative content, which rose by 12% in August. AIOs prioritized product carousels with engaging imagery, which rose by 172%. Unordered lists (lists of items that are related but in no specific order, such as general searches for ‘winter boots’ or ‘iPhone cases’) also increased by 42%.”

Google AIO Rankings Are More Precise

A data point that all search marketers should be aware of is that Google is ranking more precise content in AIO in a way that might reflect on what is going on with the organic search algorithms.

BrightEdge discovered that generalist sites had massive decreases in rankings while specialists sites had increases. People like to talk about “authority sites” and what they’re usually referring to is “big brands” with a lot of money and reach. But that’s not authority, it’s just a big brand with reach.

For example, most people consider news organizations as authority sites. But who would you go to for SEO information, Search Engine Journal or big sites like the New York Times or Fox News? What the BrightEdge data shows is that AIO is making a similar consideration of what kinds of sites are actual authorities on a given topic and then showing those sites instead of a big brand site.

The obvious question is, does this have something to do with Google’s last core update in August? One of the goals of Google’s last update is to show more independent sites. If the AIO trends mirror the organic search results to a certain extent, then perhaps what Google’s algorithms are doing is identifying sites that are authoritative in a topic and showing those sites instead of a more general big brand site.

BrightEdge’s data shows that AIO rankings of generalist technology review sites dropped. TechRadar.com dropped by 47.3 and TomsGuide.com dropped by 16.4%. This trend was also seen in health related queries where the kinds of sites that AIO quotes also became more precise.

AIO showed less consumer-focused sites and blogs and began showing more sites that are precisely about health. The BrightEdge data showed that consumer news and general sites like VerywellHealth.com experienced 77.9% drop in AIO exposure and EverydayHealth.com virtually dropped out of AIO with a 95.6% decline.

Sites like MayoClinic.org experienced a 32.4% increase and citations of the U.S. Department of Health & Human Services AIO increased by +83.2%. It’s not just a trend away from consumer and general news sites, it’s a trend toward more precise rankings of expert and authoritative content.

BrightEdge noted that the following precisely-focused sites experienced increases:

  • Spine-Health.com +266.7%
  • Arthritis.org +89.5%
  • BrightEdge’s report observes:

“This demonstrates Google’s push toward more detailed, factual content in AI Overviews.”

AIO And Organic SERPs

Google has significantly increased the use of product carousels for apparel-related queries, reflecting a 172% rise. These carousels and grids allow for easier product comparisons based on visuals, pricing, and features.

AI Overviews and Google’s organic search results have more overlap than before. The reason for that may reflect a change to prioritize increasingly precise answers from sites that are authoritative for specific topics. Niche sites have gained prominence in both organic and AI Overviews while large more general sites have lost visibility.AI Overviews continues to evolve but the changes from last month indicate that there is a certain amount of agreement between what’s in the SERPs and AIO.

Read more about AI Overviews data at BrightEdge

Featured Image by Shutterstock/BobNoah

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100 Most Asked Questions on Google in 2024

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100 Most Asked Questions on Google in 2024

These are the 100 most asked questions on Google, along with their monthly search volumes.

100 most asked questions on Google in the U.S.

# Keyword Search Volume
1 what to watch 876000
2 what 870000
3 what is my ip 746000
4 what dinosaur has 500 teeth 671000
5 when is mother’s day 2024 585000
6 how many weeks in a year 497000
7 when is father’s day 2024 438000
8 how many days until christmas 427000
9 how to screenshot on mac 389000
10 what time is it 370000
11 how many ounces in a gallon 368000
12 when is easter 2024 361000
13 how to screenshot on windows 349000
14 who won the super bowl 2024 349000
15 what time is the eclipse 347000
16 what time is the super bowl 326000
17 what space movie came out in 1992 325000
18 when is the super bowl 322000
19 when is easter 318000
20 how to tie a tie 312000
21 how many ounces in a cup 303000
22 what is project 2025 298000
23 when is the super bowl 2024 293000
24 when is thanksgiving 288000
25 when is the solar eclipse 287000
26 why women kill 258000
27 what is my ip address 247000
28 what we do in the shadows 244000
29 how many ounces in a pound 243000
30 how old is taylor swift 242000
31 what day is it 241000
32 when is father’s day 238000
33 when is super bowl 2024 232000
34 what is today 231000
35 when is thanksgiving 2023 225000
36 when is mothers day 224000
37 what is juneteenth 215000
38 how many cups in a quart 206000
39 when to work 199000
40 how many oz in a gallon 198000
41 when is memorial day 2024 192000
42 what time is the debate tonight 191000
43 how to write a check 188000
44 how many quarts in a gallon 188000
45 how many people are in the world 188000
46 who shot trump 188000
47 how many seconds in a day 185000
48 what does gyatt mean 182000
49 how many oz in a cup 178000
50 what time is the solar eclipse 2024 177000
51 who won the debate 176000
52 when is the next full moon 175000
53 what holiday is today 173000
54 who is running for president in 2024 173000
55 when is daylight savings 172000
56 how long to boil eggs 169000
57 who called me from this phone number 168000
58 where the crawdads sing 164000
59 what time does the super bowl start 162000
60 where am i 162000
61 how many days till christmas 161000
62 how much house can i afford 161000
63 how to draw 158000
64 how many grams in an ounce 155000
65 how to train your dragon 153000
66 how to lose a guy in 10 days 152000
67 what time is the presidential debate 148000
68 how to take a screenshot on windows 147000
69 how to pronounce 147000
70 when is fathers day 145000
71 what is hamas 145000
72 how many tablespoons in a cup 143000
73 when calls the heart 143000
74 how to delete facebook account 143000
75 cindy lou who 143000
76 how many steps in a mile 141000
77 how old is joe biden 141000
78 when are taxes due 2024 141000
79 how many liters in a gallon 139000
80 how i met your mother 139000
81 how to delete instagram account 138000
82 how many teaspoons in a tablespoon 137000
83 how to lower blood pressure 137000
84 what time does mcdonald’s stop serving breakfast 137000
85 how many cups in a gallon 137000
86 when is mardi gras 2024 136000
87 when evil lurks 135000
88 when is the presidential debate 132000
89 how many feet in a mile 128000
90 how old is travis kelce 127000
91 what is rsv 125000
92 when does the time change 123000
93 how to deactivate facebook 123000
94 when does fall start 123000
95 how did matthew perry die 123000
96 how it ends 122000
97 when is black friday 121000
98 how many countries are there 121000
99 how to boil eggs 118000
100 what is mewing 118000

100 most asked questions on Google globally

# Keyword Search Volume
1 what is my ip 2,870,000
2 what to watch 1,760,000
3 what dinosaur has 500 teeth 1,450,000
4 where is my train 973,000
5 what the font 901,000
6 where to watch india national cricket team vs australian men’s cricket team 895,000
7 how many weeks in a year 875,000
8 when is mother’s day 2024 772,000
9 where to watch india national cricket team vs england cricket team 770,000
10 que significa 679,000
11 how many ounces in a cup 679,000
12 cuando cobro 660,000
13 how many days until christmas 642,000
14 quando eh o prox carnaval 638,000
15 who called me 617,000
16 how to screenshot on mac 598,000
17 what is my ip address 590,000
18 when is easter 2024 590,000
19 how i met your mother 532,000
20 when is easter 530,000
21 when is father’s day 2024 528,000
22 how to screenshot on windows 522,000
23 cuando juega boca 521,000
24 how to tie a tie 505,000
25 what time is it 503,000
26 what we do in the shadows 503,000
27 where to watch sri lanka national cricket team vs india national cricket team 503,000
28 why women kill 462,000
29 how many seconds in a day 446,000
30 how to delete instagram account 446,000
31 where to watch india national cricket team vs pakistan national cricket team 441,000
32 where to watch south africa national cricket team vs india national cricket team 419,000
33 who won the super bowl 2024 403,000
34 what is today 402,000
35 qué significa 397,000
36 how many ounces in a gallon 394,000
37 where the crawdads sing 394,000
38 when is mothers day 393,000
39 when is black friday 391,000
40 cuando juega river 384,000
41 what is love 381,000
42 what space movie came out in 1992 376,000
43 where am i 369,000
44 when is father’s day 366,000
45 какой сегодня праздник 362,000
46 how to make money online 361,000
47 when is the super bowl 352,000
48 what time is the eclipse 351,000
49 what is ai 346,000
50 how are you 346,000
51 what time is the super bowl 340,000
52 when is thanksgiving 333,000
53 what day is it 331,000
54 how to lose a guy in 10 days 323,000
55 how to draw 322,000
56 who won the election 2024 321,000
57 what is project 2025 320,000
58 where to watch zimbabwe national cricket team vs india national cricket team 320,000
59 when is the solar eclipse 317,000
60 how to delete facebook account 317,000
61 how to train your dragon 316,000
62 when is the super bowl 2024 310,000
63 cuando juega argentina 303,000
64 how to deactivate facebook 301,000
65 when evil lurks 300,000
66 how to pronounce 299,000
67 how old is taylor swift 296,000
68 who is erin carter 294,000
69 where to watch olympics 2024 293,000
70 how many ounces in a pound 291,000
71 cual es mi ip 291,000
72 how many days till christmas 287,000
73 how to lose weight fast 282,000
74 how to calculate percentage 281,000
75 where to watch india national cricket team vs bangladesh national cricket team 281,000
76 where to watch new zealand national cricket team vs pakistan national cricket team 279,000
77 when is fathers day 275,000
78 when is thanksgiving 2023 267,000
79 how many days in a year 265,000
80 when is the next full moon 265,000
81 where to watch india national cricket team vs south africa national cricket team 264,000
82 how many countries in the world 264,000
83 why is my husband yelling at me 262,000
84 how it ends 260,000
85 when is super bowl 2024 256,000
86 how many people are in the world 254,000
87 где посылка 252,000
88 que pasa salta 249,000
89 que hora es 247,000
90 where to watch pakistan national cricket team vs india national cricket team 247,000
91 where to watch india national cricket team vs new zealand national cricket team 246,000
92 cuando es el dia del padre 245,000
93 where to watch australian men’s cricket team vs india national cricket team 243,000
94 how to make money 242,000
95 who is the richest person in the world 240,000
96 what is hamas 237,000
97 que significa traka 235,000
98 what holiday is today 235,000
99 who called me from this phone number 233,000
100 how long to boil eggs 232,000

Top Google questions by growth

Many popular questions don’t change from year to year. For example, people have been asking measurement-related questions since forever (e.g., ” how many cups in a gallon”). I ask that often too.

But there are new questions, too. These are the questions that have seen the most growth recently.

1. Who shot Trump

Monthly search volume: 188,000

Change in search volume over the past 3 months: +73M%

The spike in searches for this keyword was due to the assassination attempt on the former U.S president and then presumptive nominee of the Republican Party for the 2024 presidential election. Searches for this topic has dwindled since then.

2. Where to watch summer olympic games

Trends graph for "where to watch the summer olympic games"Trends graph for "where to watch the summer olympic games"

Monthly search volume: 82,000

Change in search volume over the past 3 months: +19M%

The spike in searches was due to the 2024 Summer Olympics which was held in Paris. It concluded on 11 August 2024, which is why searches around this topic have died off since then.

3. How to register to vote in the US

Trends graph for "how to vote in the US"Trends graph for "how to vote in the US"

Monthly search volume: 70,000

Change in search volume over the past 3 months: +16M%

The spike in searches is due to the upcoming 2024 United States presidential election. It is set to be held on November 5, 2024. I foresee searches will go the way of the Summer Olympics once the election concludes.

4. How did rich homie quan die

Trends graph for "how did rich homie quan die"Trends graph for "how did rich homie quan die"

Monthly search volume: 28,000

Change in search volume over the past 3 months: +11M%

Rich Homie Quan (real name: Dequantes Devontay Lamar) was an American rapper. The spike in searches was because Rich Homie Quan was found unconscious at home on September 5, 2024. His girlfriend told 911 that he was on the couch in the morning and had not moved when she returned home later. He was later pronounced dead at an Atlanta hospital on the same day at the young age of 34. An autopsy has been performed, but the cause of death is currently unknown.

5. What is demure

Trends graph for "what is demure"Trends graph for "what is demure"

Monthly search volume: 23,000

Change in search volume over the past 3 months: +5.6M%

The word “demure” is an adjective that means “reserved, modest, and shy.” However, this particular spike was because of TikTok creator Jools Lebon. In a video that has now more than 30 million views, Jools used the phrase “very demure, very mindful” to describe herself. It went viral and many creators on social media started replicating the catchphrase in their own content.

Looking at the dip in searches, it is likely that this trend is, like most Internet trends, merely temporary and will die off soon.

How to find the most asked questions in your niche

Here’s how to find the most asked questions in your niche:

  1. Go to Keywords Explorer
  2. Enter a relevant keyword
  3. Go to the Matching terms report
  4. Toggle the Questions tab

Questions tab in Keywords ExplorerQuestions tab in Keywords Explorer

For example, if you search for “coffee”, you can see 142,000 questions which you could potentially create content for.

Want to do keyword research for your site? Sign up for Keywords Explorer.



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