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John Mueller Recommends Pyramid Site Structure



Google’s John Mueller, in an SEO office-hours hangout, was asked about site navigation and the consequences of making big changes. Mueller recommended the pyramid site structure and discussed the pros and cons of making major changes to site navigation.

Mega Menu with Over 1,000 Links

The person asking the question has an ecommerce site with a static navigational menu that contains over one thousand links.

This is generally known as a flat site structure. It’s call flat because if you create a map of all the links, there is no hierarchy to the links since every web page is one click away. So the structure appears to be flat.

The flat site structure evolved in the early 2000’s as a way to maximize how much of a site is indexed by search engines and to ensure that every page receives an adequate amount of PageRank from links to the home page in order to boost rankings.

Back in the early days of SEO, many publishers engaged in reciprocal linking and directory submission strategies for links. The most common approach was to point most of the links to the home page so that PageRank could trickle down from the home page.

Linking to as many pages as possible from the home page, a flat site structure, was a way to maximize the ranking power of all the pages back in the early days of SEO.

Will a Drastic Change to Navigation Harm Rankings?

The major concern to the person asking the question is whether making this very dramatic change will negatively affect rankings.

This is the question asked:

“We have a site with a mega menu that has over 1,000 links.

It used to be that this mega menu, back in 2018, would only load upon user action.

So when a user hovered above the navbar AJAX probably loaded those links.

At some point in 2018, we added those static links and, I know correlation isn’t causation but around that same time we saw a big drop in our search traffic.

And now we are… contemplating removing these links from our navbar as static links and going back to links that only load upon user action with the AJAX call.

We are, nevertheless, maintaining a clear path to all of these links on relevant pages.

So we’ll still have a clear crawl path to those links but only on the relevant pages rather than having these links on every page.

So we’re wondering, what could possibly be the impact or ramifications of removing these 1,000 mega menu links or static links, even though we are still retaining a crawl path to all of these links on relevant pages?”

John Mueller began his answer by explaining that there are many nuances that go into giving a precise answer that is specific to the site in question.

It’s a way of explaining that what he’s about to say is a general response and not necessarily specific to the site in question.

Mueller responded:

“I think on the one hand, it’s kind of hard to say, because I don’t know how the rest of your site is structured.

So if for example these 1,000 pages are all of your pages, then it would be very different compared to say these 1,000 pages are your categories and you have a million… of subcategories or something like that.”

Mueller followed up by saying that in general, updating a site navigation from a flat structure to one that is more meaningful in terms of relevance and topics is a good approach… in general.

Here is what John Mueller said:

“But in general, what you’re looking at from a change point of view is going from a more of a flat site structure to a more… deeper site structure.

And that’s something where sometimes, that can definitely make sense.

So it’s something we sometimes see folks kind of obsessing about limiting the crawl depth, for example and trying to make it so that Googlebot can crawl to all pages in a very quick time.

And to some extent, I think that makes sense.”

Benefits of the Pyramid Site Structure

Mueller then goes on to explain the benefits of a pyramid site structure.

He says that it helps Google understand the context of different categories and pages.

Representation of a pyramid site structure

A pyramid site structure has been around since the early 2000s. The concept is to create a site where the home page is focused on the most top level and general keyword and the deeper you go into a website the more specific the categories and pages become.

For example, a site about fishing supplies might have “Fishing Tackle” as the topical focus of the home page. The next click down might be to major sections of the site like hooks, lures, and outdoor clothing.

The next click down will be to more specific products or brands.

Eventually, at the deepest level of a site, the bottom of the pyramid, there will be more of the longtail type of keywords, keywords that are hyper specific as to a product brand, size, and color.

The bottom of the pyramid has many “bricks” which are analogous to web pages. The higher you go the less bricks there are as the pyramid tapers to a point that represents the home page.

This is how Mueller explained it:

“On the other hand, kind of more the top down approach or pyramid structure helps us a lot more to understand the context of individual pages within the site.

So in particular, if we know this category is associated with these other subcategories then that’s a clear connection that we have between those parts.

And that definitely helps us to understand how these things are connected, how they work together a little bit better.

Whereas if it’s very flat, then we think, oh all of these are equally important and we don’t really know which of these are connected to each other.

So from my point of view, I think for a lot of sites it makes sense to have more of a pyramid structure.

But at the same time you don’t want it to be such that it’s like you have to click through a million times to actually get to the actual content.

You need to have…I don’t know… some reasonable number of clicks, essentially, to get to the content.”

The person asking the question responded by explaining that they’re an ecommerce site and that many SEO firms they spoke with advised against changing the navigation structure.

The SEO firms advised against changing the navigation structure because it would be bound to have a negative effect.

The person asking the question asked:

“I’m wondering if an empirical statement like that could be made?”

John Mueller answered:

“I don’t think it would always have a negative effect.

I do think if you make it too deep, then that makes it harder for us to crawl and harder for us to pass the signals around.

But it’s not the case that a super flat structure is going to be better than a kind of reasonable pyramid structure.

So personally, I would try to aim for more of a pyramid structure just to make it so that it’s easier for us to understand the context of the individual pages and to forward the signals into kind of related areas easier.

But it’s also something which… it’s a very significant change on a site like that.

So it’s something where I understand that it makes sense to kind of get more input on the options, maybe even to test things out, like you take one category and say I’ll try it here and see what happens with regards to crawling, with regards to indexing, with regard to rankings… all of these things because it is quite a big step when you change your site from kind of a super flat layout to more of a pyramid layout.”

Pyramid Site Structure

The pyramid site structure preceded other site structure schemes like the “silo” site structure.

The pyramid site structure is similar to the silo structure in that they both focus on creating a hierarchical order of topics. Organizing topics is also known as creating a taxonomy.

In a pyramid site structure one can organize web pages in whatever manner makes sense to the publisher.

In a silo structure, web pages are strictly organized by semantics, by keywords. Some may find that approach somewhat artificial but it’s a popular tactic nonetheless.

What I like about the pyramid site structure is that it’s so flexible that one can order things in any way that makes sense to a person.

And if it makes sense for users then it will generally make sense for search engines.


Watch the Google Office-hours Hangout
The relevant part begins at about the 56 minute mark.


OpenAI Introduces ChatGPT Plus with Monthly Subscription of $20



Open AI - Chat GPT

OpenAI, the leading artificial intelligence research laboratory, has launched a new product – ChatGPT Plus. The new product is an advanced version of its previous language model, ChatGPT, and is available for a monthly subscription of $20. The company aims to provide a more sophisticated and efficient conversational AI tool to its users through this new product.

ChatGPT Plus is a state-of-the-art language model that uses advanced deep learning algorithms to generate human-like responses to text inputs. The model has been trained on a massive corpus of text data, allowing it to generate coherent and contextually relevant responses. The model is designed to handle a wide range of conversational topics and can be integrated into various applications, such as chatbots, customer support systems, and virtual assistants.

One of the main advantages of ChatGPT Plus over its predecessor, ChatGPT, is its ability to generate responses in a more human-like manner. The model has been fine-tuned to incorporate more advanced language processing techniques, which enable it to better understand the context and tone of a conversation. This makes it possible for the model to generate more nuanced and appropriate responses, which can greatly improve the user experience.

In addition to its advanced language processing capabilities, ChatGPT Plus also offers improved performance in terms of response generation speed and efficiency. The model has been optimized to run on faster hardware and has been fine-tuned to generate responses more quickly. This makes it possible for the model to handle a larger volume of requests, making it an ideal solution for businesses with high traffic websites or customer support centers.

The monthly subscription fee of $20 for ChatGPT Plus makes it an affordable solution for businesses of all sizes. The company has designed the pricing model in such a way that it is accessible to businesses of all sizes, regardless of their budget. This makes it possible for small businesses to take advantage of advanced conversational AI technology, which can greatly improve their customer engagement and support.

OpenAI has also made it easy to integrate ChatGPT Plus into various applications. The company has provided a comprehensive API that allows developers to easily integrate the model into their applications. The API supports a wide range of programming languages, making it possible for developers to use the technology regardless of their preferred programming language. This makes it possible for businesses to quickly and easily incorporate conversational AI into their operations.

In conclusion, OpenAI’s launch of ChatGPT Plus is a significant development in the field of conversational AI. The new product offers advanced language processing capabilities and improved performance, making it an ideal solution for businesses of all sizes. The affordable pricing model and easy integration make it accessible to businesses of all sizes, and the advanced language processing capabilities make it possible for businesses to improve their customer engagement and support. OpenAI’s ChatGPT Plus is set to revolutionize the conversational AI industry and bring advanced technology within the reach of businesses of all sizes.

Visit to read more and to get the latest news about ChatGPT.

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What can ChatGPT do?



ChatGPT Explained

ChatGPT is a large language model developed by OpenAI that is trained on a massive amount of text data. It is capable of generating human-like text and has been used in a variety of applications, such as chatbots, language translation, and text summarization.

One of the key features of ChatGPT is its ability to generate text that is similar to human writing. This is achieved through the use of a transformer architecture, which allows the model to understand the context and relationships between words in a sentence. The transformer architecture is a type of neural network that is designed to process sequential data, such as natural language.

Another important aspect of ChatGPT is its ability to generate text that is contextually relevant. This means that the model is able to understand the context of a conversation and generate responses that are appropriate to the conversation. This is accomplished by the use of a technique called “masked language modeling,” which allows the model to predict the next word in a sentence based on the context of the previous words.

One of the most popular applications of ChatGPT is in the creation of chatbots. Chatbots are computer programs that simulate human conversation and can be used in customer service, sales, and other applications. ChatGPT is particularly well-suited for this task because of its ability to generate human-like text and understand context.

Another application of ChatGPT is language translation. By training the model on a large amount of text data in multiple languages, it can be used to translate text from one language to another. The model is able to understand the meaning of the text and generate a translation that is grammatically correct and semantically equivalent.

In addition to chatbots and language translation, ChatGPT can also be used for text summarization. This is the process of taking a large amount of text and condensing it into a shorter, more concise version. ChatGPT is able to understand the main ideas of the text and generate a summary that captures the most important information.

Despite its many capabilities and applications, ChatGPT is not without its limitations. One of the main challenges with using language models like ChatGPT is the risk of generating text that is biased or offensive. This can occur when the model is trained on text data that contains biases or stereotypes. To address this, OpenAI has implemented a number of techniques to reduce bias in the training data and in the model itself.

In conclusion, ChatGPT is a powerful language model that is capable of generating human-like text and understanding context. It has a wide range of applications, including chatbots, language translation, and text summarization. While there are limitations to its use, ongoing research and development is aimed at improving the model’s performance and reducing the risk of bias.

** The above article has been written 100% by ChatGPT. This is an example of what can be done with AI. This was done to show the advanced text that can be written by an automated AI.

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Google December Product Reviews Update Affects More Than English Language Sites? via @sejournal, @martinibuster



Google’s Product Reviews update was announced to be rolling out to the English language. No mention was made as to if or when it would roll out to other languages. Mueller answered a question as to whether it is rolling out to other languages.

Google December 2021 Product Reviews Update

On December 1, 2021, Google announced on Twitter that a Product Review update would be rolling out that would focus on English language web pages.

The focus of the update was for improving the quality of reviews shown in Google search, specifically targeting review sites.

A Googler tweeted a description of the kinds of sites that would be targeted for demotion in the search rankings:

“Mainly relevant to sites that post articles reviewing products.

Think of sites like “best TVs under $200″.com.

Goal is to improve the quality and usefulness of reviews we show users.”


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Google also published a blog post with more guidance on the product review update that introduced two new best practices that Google’s algorithm would be looking for.

The first best practice was a requirement of evidence that a product was actually handled and reviewed.

The second best practice was to provide links to more than one place that a user could purchase the product.

The Twitter announcement stated that it was rolling out to English language websites. The blog post did not mention what languages it was rolling out to nor did the blog post specify that the product review update was limited to the English language.

Google’s Mueller Thinking About Product Reviews Update

Screenshot of Google's John Mueller trying to recall if December Product Review Update affects more than the English language

Screenshot of Google's John Mueller trying to recall if December Product Review Update affects more than the English language

Product Review Update Targets More Languages?

The person asking the question was rightly under the impression that the product review update only affected English language search results.


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But he asserted that he was seeing search volatility in the German language that appears to be related to Google’s December 2021 Product Review Update.

This is his question:

“I was seeing some movements in German search as well.

So I was wondering if there could also be an effect on websites in other languages by this product reviews update… because we had lots of movement and volatility in the last weeks.

…My question is, is it possible that the product reviews update affects other sites as well?”

John Mueller answered:

“I don’t know… like other languages?

My assumption was this was global and and across all languages.

But I don’t know what we announced in the blog post specifically.

But usually we try to push the engineering team to make a decision on that so that we can document it properly in the blog post.

I don’t know if that happened with the product reviews update. I don’t recall the complete blog post.

But it’s… from my point of view it seems like something that we could be doing in multiple languages and wouldn’t be tied to English.

And even if it were English initially, it feels like something that is relevant across the board, and we should try to find ways to roll that out to other languages over time as well.

So I’m not particularly surprised that you see changes in Germany.

But I also don’t know what we actually announced with regards to the locations and languages that are involved.”

Does Product Reviews Update Affect More Languages?

While the tweeted announcement specified that the product reviews update was limited to the English language the official blog post did not mention any such limitations.

Google’s John Mueller offered his opinion that the product reviews update is something that Google could do in multiple languages.

One must wonder if the tweet was meant to communicate that the update was rolling out first in English and subsequently to other languages.

It’s unclear if the product reviews update was rolled out globally to more languages. Hopefully Google will clarify this soon.


Google Blog Post About Product Reviews Update

Product reviews update and your site

Google’s New Product Reviews Guidelines

Write high quality product reviews

John Mueller Discusses If Product Reviews Update Is Global

Watch Mueller answer the question at the 14:00 Minute Mark

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