educational

PageRank Explained: Part 3

In this installment of our ongoing series on understanding Google's complex PageRank system, we'll take a look at inbound, outbound, and dangling links, JavaScript, form actions, and moving up the Google Toolbar:

Inbound and Outbound Links
Examples of these could be given but it is probably clearer to read about them (below) and to 'play' with them in the calculator.

When a page has several links to another page, are all the links counted? E.g. if page A links once to page B and 3 times to page C, does page C receive 3/4 of page A's shareable PageRank?

The PageRank concept is that a page casts votes for one or more other pages. Nothing is said in the original PageRank document about a page casting more than one vote for a single page. The idea seems to be against the PageRank concept and would certainly be open to manipulation by unrealistically proportioning votes for target pages. E.g. if an outbound link, or a link to an unimportant page, is necessary, add a bunch of links to an important page to minimize the effect.

Since we are unlikely to get a definitive answer from Google, it is reasonable to assume that a page can cast only one vote for another page, and that additional votes for the same page are not counted.

When a page links to itself, is the link counted?

Again, the concept is that pages cast votes for other pages. Nothing is said in the original document about pages casting votes for themselves. The idea seems to be against the concept and, also, it would be another way to manipulate the results. So, for those reasons, it is reasonable to assume that a page can't vote for itself, and that such links are not counted.

Dangling Links
"Dangling links are simply links that point to any page with no outgoing links. They affect the model because it is not clear where their weight should be distributed, and there are a large number of them. Often these dangling links are simply pages that we have not downloaded yet... Because dangling links do not affect the ranking of any other page directly, we simply remove them from the system until all the PageRanks are calculated. After all the PageRanks are calculated they can be added back in without affecting things significantly." - extract from the original PageRank paper by Google’s founders, Sergey Brin and Lawrence Page.

A dangling link is a link to a page that has no links going from it, or a link to a page that Google hasn't indexed. In both cases Google removes the links shortly after the start of the calculations and reinstates them shortly before the calculations are finished. In this way, their effect on the PageRank of other pages in minimal.

The results shown in Example 1 (right diag.) are wrong because page B has no links going from it, and so the link from page A to page B is dangling and would be removed from the calculations. The results of the calculations would show all three pages as having 0.15.

It may suit site functionality to link to pages that have no links going from them without losing any PageRank from the other pages but it would be waste of potential PageRank. The site's potential is 5 because it has 5 pages, but without page E linked in, the site only has 4.15.

Link page A to page E and click Calculate. Notice that the site's total has gone down very significantly. But, because the new link is dangling and would be removed from the calculations, we can ignore the new total and assume the previous 4.15 to be true. That's the effect of functionally useful, dangling links in the site. There's no overall PageRank loss.

However, some of the site's potential total is still being wasted, so link Page E back to Page A and click Calculate. Now we have the maximum PageRank that is possible with 5 pages. Nothing is being wasted.

Although it may be functionally good to link to pages within the site without those pages linking out again, it is bad for PageRank. It is pointless wasting PageRank unnecessarily, so always make sure that every page in the site links out to at least one other page in the site.

Inbound Links
Inbound links (links into the site from the outside) are one way to increase a site's total PageRank. The other is to add more pages. Where the links come from doesn't matter. Google recognizes that a webmaster has no control over other sites linking into a site, and so sites are not penalized because of where the links come from. There is an exception to this rule but it is rare and doesn't concern this article. It isn't something that a webmaster can accidentally do.

The linking page's PageRank is important, but so is the number of links going from that page. For instance, if you are the only link from a page that has a lowly PR2, you will receive an injection of 0.15 + 0.85(2/1) = 1.85 into your site, whereas a link from a PR8 page that has another 99 links from it will increase your site's PageRank by 0.15 + 0.85(7/100) = 0.2095. Clearly, the PR2 link is much better - or is it?

Once the PageRank is injected into your site, the calculations are done again and each page's PageRank is changed. Depending on the internal link structure, some pages' PageRank is increased, some are unchanged but no pages lose any PageRank.

It is beneficial to have the inbound links coming to the pages to which you are channeling your PageRank. A PageRank injection to any other page will be spread around the site through the internal links. The important pages will receive an increase, but not as much of an increase as when they are linked to directly. The page that receives the inbound link, makes the biggest gain.

It is easy to think of our site as being a small, self-contained network of pages. When we do the PageRank calculations we are dealing with our small network. If we make a link to another site, we lose some of our network's PageRank, and if we receive a link, our network's PageRank is added to. But it isn't like that. For the PageRank calculations, there is only one network - every page that Google has in its index. Each iteration of the calculation is done on the entire network and not on individual websites.

Because the entire network is interlinked, and every link and every page plays its part in each iteration of the calculations, it is impossible for us to calculate the effect of inbound links to our site with any realistic accuracy.

Outbound links
Outbound links are a drain on a site's total PageRank. They leak PageRank. To counter the drain, try to ensure that the links are reciprocated. Because of the PageRank of the pages at each end of an external link, and the number of links out from those pages, reciprocal links can gain or lose PageRank. You need to take care when choosing where to exchange links.

When PageRank leaks from a site via a link to another site, all the pages in the internal link structure are affected. (This doesn't always show after just 1 iteration). The page that you link out from makes a difference to which pages suffer the most loss. Without a program to perform the calculations on specific link structures, it is difficult to decide on the right page to link out from, but the generalization is to link from the one with the lowest PageRank.

Many websites need to contain some outbound links that are nothing to do with PageRank. Unfortunately, all 'normal' outbound links leak PageRank. But there are 'abnormal' ways of linking to other sites that don't result in leaks. PageRank is leaked when Google recognizes a link to another site. The answer is to use links that Google doesn't recognize or count. These include form actions and links contained in JavaScript code.

Form Actions
A form's 'action' attribute does not need to be the url of a form parsing script. It can point to any html page on any site. For example:


Click here

To be really sneaky, the action attribute could be in some JavaScript code rather than in the form tag, and the JavaScript code could be loaded from a 'js' file stored in a directory that is barred to Google's spider by the robots.txt file.

JavaScript
Example: Click here

Like the form action, it is sneaky to load the JavaScript code, which contains the urls, from a seperate 'js' file, and sneakier still if the file is stored in a directory that is barred to googlebot by the robots.txt file.

How Can We Move Up the Toolbar?
First, let me explain in more detail why the values shown in the Google toolbar are not the actual PageRank figures. According to the equation, and to the creators of Google, the billions of pages on the web average out to a PageRank of 1.0 per page. So the total PageRank on the web is equal to the number of pages on the web * 1, which equals a lot of PageRank spread around the web.

The Google toolbar range is from 1 to 10. (They sometimes show 0, but that figure isn't believed to be a PageRank calculation result). What Google does is divide the full range of actual PageRanks on the web into 10 parts - each part is represented by a value as shown in the toolbar. So the toolbar values only show what part of the overall range a page's PageRank is in, and not the actual PageRank itself. The numbers in the toolbar are just labels.

Whether or not the overall range is divided into 10 equal parts is a matter for debate - Google aren't saying. But because it is much harder to move up a toolbar point at the higher end than it is at the lower end, many people (including me) believe that the divisions are based on a logarithmic scale, or something very similar, rather than the equal divisions of a linear scale.

Let's assume that it is a logarithmic, base 10 scale, and that it takes 10 properly linked new pages to move a site's important page up 1 toolbar point. It will take 100 new pages to move it up another point, 1000 new pages to move it up one more, 10,000 to the next, and so on. That's why moving up at the lower end is much easier that at the higher end.

In reality, the base is unlikely to be 10. Some people think it is around the 5 or 6 mark, and maybe even less. Even so, it still gets progressively harder to move up a toolbar point at the higher end of the scale.

Note that as the number of pages on the web increases, so does the total PageRank on the web, and as the total PageRank increases, the positions of the divisions in the overall scale must change. As a result, some pages drop a toolbar point for no 'apparent' reason. If the page's actual PageRank was only just above a division in the scale, the addition of new pages to the web would cause the division to move up slightly and the page would end up just below the division. Google's index is always increasing and they re-evaluate each of the pages on more or less a monthly basis. It's known as the "Google dance". When the dance is over, some pages will have dropped a toolbar point. A number of new pages might be all that is needed to get the point back after the next dance.

The toolbar value is a good indicator of a page's PageRank but it only indicates that a page is in a certain range of the overall scale. One PR5 page could be just above the PR5 division and another PR5 page could be just below the PR6 division - almost a whole division (toolbar point) between them.

Stay tuned for some real world tips in our series conclusion!

Copyright © 2026 Adnet Media. All Rights Reserved. XBIZ is a trademark of Adnet Media.
Reproduction in whole or in part in any form or medium without express written permission is prohibited.

More Articles

opinion

A Creator's Guide to Starting the Year With Strong Financial Habits

Every January brings that familiar rush of new ideas and big goals. Creators feel ready to overhaul their content, commit to new posting schedules and jump on fresh opportunities.

Megan Stokes ·
opinion

Pornnhub's Jade Talks Trust and Community

If you’ve ever interacted with Jade at Pornhub, you already know one thing to be true: Whether you’re coordinating an event, confirming deliverables or simply trying to get an answer quickly, things move more smoothly when she’s involved. Emails get answered. Details are confirmed. Deadlines don’t drift. And through it all, her tone remains warm, friendly and grounded.

Women In Adult ·
opinion

Outlook 2026: Industry Execs Weigh In on Strategy, Monetization and Risk

The adult industry enters 2026 at a moment of concentrated change. Over the past year, the sector’s evolution has accelerated. Creators have become full-scale businesses, managing branding, compliance, distribution and community under intensifying competition. Studios and platforms are refining production and business models in response to pressures ranging from regulatory mandates to shifting consumer preferences.

Jackie Backman ·
opinion

How Platforms Can Tap AI to Moderate Content at Scale

Every day, billions of posts, images and videos are uploaded to platforms like Facebook, Instagram, TikTok and X. As social media has grown, so has the amount of content that must be reviewed — including hate speech, misinformation, deepfakes, violent material and coordinated manipulation campaigns.

Christoph Hermes ·
opinion

What DSA and GDPR Enforcement Means for Adult Platforms

Adult platforms have never been more visible to regulators than they are right now. For years, the industry operated in a gray zone: enormous traffic, massive data volume and minimal oversight. Those days are over.

Corey D. Silverstein ·
opinion

Making the Case for Network Tokens in Recurring Billing

A declined transaction isn’t just a technical error; it’s lost revenue you fought hard to earn. But here’s some good news for adult merchants: The same technology that helps the world’s largest subscription services smoothly process millions of monthly subscriptions is now available to you as well.

Jonathan Corona ·
opinion

Navigating Age Verification Laws Without Disrupting Revenue

With age verification laws now firmly in place across multiple markets, merchants are asking practical questions: How is this affecting traffic? What happens during onboarding? Which approaches are proving workable in real payment flows?

Cathy Beardsley ·
opinion

How Adult Businesses Can Navigate Global Compliance Demands

The internet has made the world feel small. Case in point: Adult websites based in the U.S. are now getting letters from regulators demanding compliance with foreign laws, even if they don’t operate in those countries. Meanwhile, some U.S. website operators dealing with the patchwork of state-level age verification laws have considered incorporating offshore in the hopes of avoiding these new obligations — but even operators with no physical presence in the U.S. have been sued or threatened with claims for not following state AV laws.

Larry Walters ·
opinion

Top Tips for Bulletproof Creator Management Contracts

The creator management business is booming. Every week, it seems, a new agency emerges, promising to turn creators into stars, automate their fan interactions or triple their revenue through “secret” social strategies. The reality? Many of these agencies are operating with contracts that wouldn’t survive a single serious dispute — if they even have contracts at all.

Corey D. Silverstein ·
opinion

Building Sustainable Revenue Without Opt-Out Cross-Sales

Over the past year, we’ve seen growing pushback from acquirers on merchants using opt-out cross-sales — also known as negative option offers. This has been especially noticeable in the U.S. In fact, one of our acquirers now declines new merchants during onboarding if an opt-out flow is detected. Existing merchants submitting new URLs with opt-out cross-sales are being asked to remove them.

Cathy Beardsley ·
Show More