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Google Explains Rendering and Impact on SEO

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Google’s Martin Splitt participated in a Duda Webinar about web page rendering and how it impacts SEO. Rendering is what happens when a browser requests a web page, it’s a key part of Core Web Vitals scores. Understanding this helps take some of the mystery out of Core Web Vitals.

Web Page Rendering

Web page rendering is what happens between the browser and the web page, the process of building a web page. An efficient rendering process results in high Core Web Vitals scores.

Less efficient rendering can impact sales, advertising earnings and even web page crawling to a certain extent.

Google’s Martin Splitt was asked to define what rendering is.

Screenshot of Martin Splitt Explaining Rendering

Google's Martin Splitt explaining web page rendering

Martin responded with an analogy between cooking a meal from a recipe and making a web page.

HTML means HyperText Markup Language. It’s a format for creating documents that can be accessed with a browser through the rendering process.

Martin Splitt explained rendering:

“If you think about HTML as a recipe, and you have all the ingredients in there:

You have a bunch of text

You have a bunch of images

You have a bunch of stuff

But you don’t really have it in the recipe. The recipe is a piece of paper with all these instructions on how to make a thing.”

The first part of Martin’s explanation is that HTML is like a recipe, the instructions. The text and images are the things used to create the finished meal, which is the web page.

Martin continued the analogy by comparing web page resources with the actual physical ingredients:

“Now, the resources of a website are the ingredients, such as the CSS, the JavaScript files as well as the images, the videos, all that stuff that you load to actually make the page look the way that it looks afterwards.

And the website that you know and use in your browser you see in your browser, that’s the final dish.”

Screenshot of Jason Barnard

Jason Barnard listening to Martin Splitt of Google

Rendering is Like the Process of Cooking

Martin next compared rendering to the actual process of taking the ingredients (resources like images, CSS, etc.) and doing the cooking.

He continued:

“And rendering is pretty much the cooking or the preparation process of that.”

Googlebot Crawling and Rendering

Next Martin explains what rendering is for Googlebot.

Martin explained Googlebot and rendering:

“So crawling fundamentally just goes into a big book of recipes and just takes out a page with a recipe and puts that into our realm, our reach, like basically we are standing here at a kitchen table …and we wait for the cooking to begin and crawling will basically just hand us a recipe.

And then rendering is the process where, rendering goes, Aha! Interesting! Crawler over there, can you get me these ten ingredients?

And the crawler will be conveniently, yes, I got you these ten ingredients that you need.

Thank you very much!

And then we start cooking.

That’s what rendering is.”

Related: How (& Why) Search Engines Render Pages

Parsing the HTML for Web Page Assembly

The next part introduces a programming word, parse. Parsing is just taking all the parts of the HTML document (JavaScript, CSS, HTML elements) and following the directions for creating the web page.

Martin continued his discussion of rendering:

“So rendering parses the HTML.

HTML fundamentally, when it comes from crawling, is just a bunch of text, conveniently formatted but …Text!

In order to make that into a visual representation, which is the website really, we need to render it, which means we need to fetch all the resources, we need to fundamentally understand what the text tells us to be like:

There’s a header here, okay.

Then there’s an image there and next to the image there’s a bunch of text and then under the image there’s another heading, it’s a smaller heading, it’s a lower level heading …and then there’s a video and then below that video there’s some more text and in this text there’s three links going to here, here and here.

And all this assembly process, this understanding what it is and then this assembling it into a visual representation that you can interact with in your browser window, that is rendering.”

The Role of JavaScript in Rendering

Some JavaScript is critical for rendering (creating) the web page. Quite a bit of JavaScript, like the scripts associated with a contact form, aren’t really necessary in the initial creation of an interactive web page that a site visitor can scroll, read, and click a navigation menu.

In order to speed up the web page rendering (and improve Core Web Vitals) some non-critical JavaScript can be delayed or excluded altogether if not necessary for the web page.

There are some JavaScript that is important to making the page visible and interactive and some that is not important yet or at all.

Martin explained:

“And as part of rendering, at the very first stage, we execute the JavaScript because JavaScript happens to be basically a recipe within the recipe.

So JavaScript can be like, now go chop those onions!

So now you have the onions as a raw ingredient but you don’t put the onions as a whole into your dish, you cut them up.

And that’s what the JavaScript is needed for, right?

…The JavaScript execution is just a part of rendering.”

Screenshot of Bartosz Goralewicz

Screenshot of Bartosz GoralewiczRelated: Rendering SEO Manifesto: Why We Need to Go Beyond JavaScript SEO

The Layout Tree

Martin next begins talking about the Layout Tree. He’s making a reference to the Document Object Model, which is an arrangement of all of the parts of the web page in a hierarchical representation.

The different “bits and pieces” of a web page are like the leaves of a tree. In HTML those leaves on what Martin calls the Layout Tree, are called, nodes.

Martin explains the Layout Tree:

“But then when the JavaScript execution has finished or if there was no JavaScript execution that is fine, too.

But what then happens is we are assembling, like we are figuring out these bits and pieces and how we need to like assemble them on the page and that leads to something called, Layout Tree.

And the Layout Tree tells us how big things are, where on the page things are.

If they are visible or if they are not visible, if one thing is behind another thing.

This information is important for us as well, just as much as executing the JavaScript because the JavaScript might change, delete or add content that wasn’t in the initial HTML as it has been delivered by the server.

So that’s rendering in a nutshell.

From we have some HTML to we have potentially a bunch of pixels on the screen. That’s rendering.”

Costly Rendering Can Impact User Experience

Martin next introduces the useful insight about the impact of JavaScript on energy consumption. He uses the word “expensive” to describe the how costly in time and energy some JavaScript can be.

He mentions how JavaScript has been compared to carbon dioxide, a greenhouse gas and how that impacts users and ultimately the bottom line of publishers and ecommerce stores.

Martin Splitt Explains Expensive Rendering

Google-Martin-Splitt-expensive-renderingMartin explains the impact of expensive rendering:

“Google Search has the exact same struggle as a real-world user in this case.

Because, for a real-world user, even if you are on a modern phone and a really fast and fantastic and expensive phone as well, more execution also always, always, means more power consumption.

That’s just the thing. And …there have been people who called JavaScript the CO2 of the Internet and I don’t think that’s completely wrong.

…The more expensive you make it the worse it is for us as an experience.

Google Search doesn’t really care. We just have to invest in the resources that we need and we do a lot of optimizations to make sure that we are wasting as few energy and time as possible.

But obviously, if you are optimizing that, a nice and really nice side effect is that your users will probably also be happier because they need less battery, their old phone will still work fine with what you put out there and they will be able to consume your web content and maybe not your competitors because your competitors don’t care and actually produce something that is less convenient to use on their phones.

So this is not something where you would pit Google versus user experience.

This is kind of like the same problem or the same challenge and we are all facing it, including Google Search.”

Screenshot of Google’s Martin Splitt

Google Martin Splitt

Insights into Importance of Rendering

Core Web Vitals can be somewhat abstract and mysterious, especially when techies talk about Document Object Models, DOM trees and rendering.

Martin Splitt’s analogies helped take some of that mystery out of one important part of understanding Core Web Vitals scores, which is rendering.

Another benefit of his discussion is creating awareness about the concept of expensive rendering and how that might impact site visitors whose phones might be older and have trouble rendering the page. And it’s not just older phones but newer phones might have an issue downloading a web page if it’s been on for days and the RAM is spread thin across multiple open browser windows.

Lastly, he demystified the concept of rendering. That helps move the conversation forward on improving web page speed and Core Web Vitals performance because there are few things like technical jargon to slow down or stop progress on understanding something important.

Citations

Original Duda Webinar Page for Essential Rendering

Watch Martin Splitt explain rendering from about the 15:36 minute mark

Searchenginejournal.com

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NEWS

OpenAI Introduces Fine-Tuning for GPT-4 and Enabling Customized AI Models

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OpenAI Introduces Fine-Tuning for GPT-4 and Enabling Customized AI Models

OpenAI has today announced the release of fine-tuning capabilities for its flagship GPT-4 large language model, marking a significant milestone in the AI landscape. This new functionality empowers developers to create tailored versions of GPT-4 to suit specialized use cases, enhancing the model’s utility across various industries.

Fine-tuning has long been a desired feature for developers who require more control over AI behavior, and with this update, OpenAI delivers on that demand. The ability to fine-tune GPT-4 allows businesses and developers to refine the model’s responses to better align with specific requirements, whether for customer service, content generation, technical support, or other unique applications.

Why Fine-Tuning Matters

GPT-4 is a very flexible model that can handle many different tasks. However, some businesses and developers need more specialized AI that matches their specific language, style, and needs. Fine-tuning helps with this by letting them adjust GPT-4 using custom data. For example, companies can train a fine-tuned model to keep a consistent brand tone or focus on industry-specific language.

Fine-tuning also offers improvements in areas like response accuracy and context comprehension. For use cases where nuanced understanding or specialized knowledge is crucial, this can be a game-changer. Models can be taught to better grasp intricate details, improving their effectiveness in sectors such as legal analysis, medical advice, or technical writing.

Key Features of GPT-4 Fine-Tuning

The fine-tuning process leverages OpenAI’s established tools, but now it is optimized for GPT-4’s advanced architecture. Notable features include:

  • Enhanced Customization: Developers can precisely influence the model’s behavior and knowledge base.
  • Consistency in Output: Fine-tuned models can be made to maintain consistent formatting, tone, or responses, essential for professional applications.
  • Higher Efficiency: Compared to training models from scratch, fine-tuning GPT-4 allows organizations to deploy sophisticated AI with reduced time and computational cost.

Additionally, OpenAI has emphasized ease of use with this feature. The fine-tuning workflow is designed to be accessible even to teams with limited AI experience, reducing barriers to customization. For more advanced users, OpenAI provides granular control options to achieve highly specialized outputs.

Implications for the Future

The launch of fine-tuning capabilities for GPT-4 signals a broader shift toward more user-centric AI development. As businesses increasingly adopt AI, the demand for models that can cater to specific business needs, without compromising on performance, will continue to grow. OpenAI’s move positions GPT-4 as a flexible and adaptable tool that can be refined to deliver optimal value in any given scenario.

By offering fine-tuning, OpenAI not only enhances GPT-4’s appeal but also reinforces the model’s role as a leading AI solution across diverse sectors. From startups seeking to automate niche tasks to large enterprises looking to scale intelligent systems, GPT-4’s fine-tuning capability provides a powerful resource for driving innovation.

OpenAI announced that fine-tuning GPT-4o will cost $25 for every million tokens used during training. After the model is set up, it will cost $3.75 per million input tokens and $15 per million output tokens. To help developers get started, OpenAI is offering 1 million free training tokens per day for GPT-4o and 2 million free tokens per day for GPT-4o mini until September 23. This makes it easier for developers to try out the fine-tuning service.

As AI continues to evolve, OpenAI’s focus on customization and adaptability with GPT-4 represents a critical step in making advanced AI accessible, scalable, and more aligned with real-world applications. This new capability is expected to accelerate the adoption of AI across industries, creating a new wave of AI-driven solutions tailored to specific challenges and opportunities.

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GOOGLE

This Week in Search News: Simple and Easy-to-Read Update

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This Week in Search News: Simple and Easy-to-Read Update

Here’s what happened in the world of Google and search engines this week:

1. Google’s June 2024 Spam Update

Google finished rolling out its June 2024 spam update over a period of seven days. This update aims to reduce spammy content in search results.

2. Changes to Google Search Interface

Google has removed the continuous scroll feature for search results. Instead, it’s back to the old system of pages.

3. New Features and Tests

  • Link Cards: Google is testing link cards at the top of AI-generated overviews.
  • Health Overviews: There are more AI-generated health overviews showing up in search results.
  • Local Panels: Google is testing AI overviews in local information panels.

4. Search Rankings and Quality

  • Improving Rankings: Google said it can improve its search ranking system but will only do so on a large scale.
  • Measuring Quality: Google’s Elizabeth Tucker shared how they measure search quality.

5. Advice for Content Creators

  • Brand Names in Reviews: Google advises not to avoid mentioning brand names in review content.
  • Fixing 404 Pages: Google explained when it’s important to fix 404 error pages.

6. New Search Features in Google Chrome

Google Chrome for mobile devices has added several new search features to enhance user experience.

7. New Tests and Features in Google Search

  • Credit Card Widget: Google is testing a new widget for credit card information in search results.
  • Sliding Search Results: When making a new search query, the results might slide to the right.

8. Bing’s New Feature

Bing is now using AI to write “People Also Ask” questions in search results.

9. Local Search Ranking Factors

Menu items and popular times might be factors that influence local search rankings on Google.

10. Google Ads Updates

  • Query Matching and Brand Controls: Google Ads updated its query matching and brand controls, and advertisers are happy with these changes.
  • Lead Credits: Google will automate lead credits for Local Service Ads. Google says this is a good change, but some advertisers are worried.
  • tROAS Insights Box: Google Ads is testing a new insights box for tROAS (Target Return on Ad Spend) in Performance Max and Standard Shopping campaigns.
  • WordPress Tag Code: There is a new conversion code for Google Ads on WordPress sites.

These updates highlight how Google and other search engines are continuously evolving to improve user experience and provide better advertising tools.

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FACEBOOK

Facebook Faces Yet Another Outage: Platform Encounters Technical Issues Again

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Facebook Problem Again

Uppdated: It seems that today’s issues with Facebook haven’t affected as many users as the last time. A smaller group of people appears to be impacted this time around, which is a relief compared to the larger incident before. Nevertheless, it’s still frustrating for those affected, and hopefully, the issues will be resolved soon by the Facebook team.

Facebook had another problem today (March 20, 2024). According to Downdetector, a website that shows when other websites are not working, many people had trouble using Facebook.

This isn’t the first time Facebook has had issues. Just a little while ago, there was another problem that stopped people from using the site. Today, when people tried to use Facebook, it didn’t work like it should. People couldn’t see their friends’ posts, and sometimes the website wouldn’t even load.

Downdetector, which watches out for problems on websites, showed that lots of people were having trouble with Facebook. People from all over the world said they couldn’t use the site, and they were not happy about it.

When websites like Facebook have problems, it affects a lot of people. It’s not just about not being able to see posts or chat with friends. It can also impact businesses that use Facebook to reach customers.

Since Facebook owns Messenger and Instagram, the problems with Facebook also meant that people had trouble using these apps. It made the situation even more frustrating for many users, who rely on these apps to stay connected with others.

During this recent problem, one thing is obvious: the internet is always changing, and even big websites like Facebook can have problems. While people wait for Facebook to fix the issue, it shows us how easily things online can go wrong. It’s a good reminder that we should have backup plans for staying connected online, just in case something like this happens again.

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